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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">740408</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2021.740408</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Optimal Detection of Fusion Pore Dynamics Using Polarized Total Internal Reflection Fluorescence Microscopy</article-title>
<alt-title alt-title-type="left-running-head">Nikolaus et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Detection of Fusion Pore Dynamics</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Nikolaus</surname>
<given-names>Joerg</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<xref ref-type="fn" rid="fn2">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1406286/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hancock</surname>
<given-names>Kasey</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<xref ref-type="fn" rid="fn2">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1428740/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tsemperouli</surname>
<given-names>Maria</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Baddeley</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/737755/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Karatekin</surname>
<given-names>Erdem</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/409233/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Cellular and Molecular Physiology, Yale University, <addr-line>New Haven</addr-line>, <addr-line>CT</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Nanobiology Institute, Yale University, <addr-line>West Haven</addr-line>, <addr-line>CT</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Integrated Physical and Engineering Biology Program, Yale University, <addr-line>New Haven</addr-line>, <addr-line>CT</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Cell Biology, Yale University, <addr-line>New Haven</addr-line>, <addr-line>CT</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff5">
<label>
<sup>5</sup>
</label>Molecular Biophysics and Biochemistry, Yale University, <addr-line>New Haven</addr-line>, <addr-line>CT</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff6">
<label>
<sup>6</sup>
</label>Saints-P&#xe8;res Paris Institute for the Neurosciences (SPPIN), Universit&#xe9; de Paris, Centre National de la Recherche Scientifique (CNRS), <addr-line>Paris</addr-line>, <country>France</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1128619/overview">James Munro</ext-link>, University of Massachusetts Medical School, United&#x20;States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/6642/overview">Ling-Gang Wu</ext-link>, National Institute of Neurological Disorders and Stroke (NINDS), United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1154659/overview">Rahul Roy</ext-link>, Indian Institute of Science (IISc), India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: David Baddeley, <email>d.baddeley@auckland.ac.nz</email>; Erdem Karatekin, <email>erdem.karatekin@yale.edu</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>
<bold>&#x2020;</bold>
</sup>
</label>
<p>
<bold>Present address:</bold> Joerg Nikolaus, Yale University West Campus Imaging Core, West Haven, CT, United States</p>
<p>Kasey Hancock, Electrical Engineering, Yale University, New Haven, CT, United States</p>
<p>David Baddeley, Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand</p>
</fn>
<fn fn-type="equal" id="fn2">
<label>
<sup>&#x2021;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Biophysics, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>740408</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Nikolaus, Hancock, Tsemperouli, Baddeley and Karatekin.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Nikolaus, Hancock, Tsemperouli, Baddeley and Karatekin</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The fusion pore is the initial narrow connection that forms between fusing membranes. During vesicular release of hormones or neurotransmitters, the nanometer-sized fusion pore may open-close repeatedly (flicker) before resealing or dilating irreversibly, leading to kiss-and-run or full-fusion events, respectively. Pore dynamics govern vesicle cargo release and the mode of vesicle recycling, but the mechanisms are poorly understood. This is partly due to a lack of reconstituted assays that combine single-pore sensitivity and high time resolution. Total internal reflection fluorescence (TIRF) microscopy offers unique advantages for characterizing single membrane fusion events, but signals depend on effects that are difficult to disentangle, including the polarization of the excitation electric field, vesicle size, photobleaching, orientation of the excitation dipoles of the fluorophores with respect to the membrane, and the evanescent field depth. Commercial TIRF microscopes do not allow control of excitation polarization, further complicating analysis. To overcome these challenges, we built a polarization-controlled total internal reflection fluorescence (pTIRF) microscope and monitored fusion of proteoliposomes with planar lipid bilayers with single molecule sensitivity and &#x223c;15&#xa0;ms temporal resolution. Using pTIRF microscopy, we detected docking and fusion of fluorescently labeled small unilamellar vesicles, reconstituted with exocytotic/neuronal v-SNARE proteins (vSUVs), with a supported bilayer containing the cognate t-SNAREs (tSBL). By varying the excitation polarization angle, we were able to identify a dye-dependent optimal polarization at which the fluorescence increase upon fusion was maximal, facilitating event detection and analysis of lipid transfer kinetics. An improved algorithm allowed us to estimate the size of the fusing vSUV and the fusion pore openness (the fraction of time the pore is open) for every event. For most events, lipid transfer was much slower than expected for diffusion through an open pore, suggesting that fusion pore flickering limits lipid release. We find a weak correlation between fusion pore openness and vesicle area. The approach can be used to study mechanisms governing fusion pore dynamics in a wide range of membrane fusion processes.</p>
</abstract>
<kwd-group>
<kwd>membrane fusion</kwd>
<kwd>SNARE-mediated membrane fusion</kwd>
<kwd>total internal reflection fluorescence microscopy</kwd>
<kwd>fusion pore</kwd>
<kwd>liposome-supported bilayer fusion assay</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of Neurological Disorders and Stroke<named-content content-type="fundref-id">10.13039/100000065</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Eye Institute<named-content content-type="fundref-id">10.13039/100000053</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Wellcome Trust<named-content content-type="fundref-id">10.13039/100010269</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Membrane fusion is a ubiquitous biological process required, e.g., for neurotransmitter and hormone secretion, infection of host cells by enveloped viruses, development, and fertilization (<xref ref-type="bibr" rid="B17">Chernomordik and Kozlov, 2008</xref>; <xref ref-type="bibr" rid="B57">Martens and McMahon, 2008</xref>). The initial connection between the apposed membranes is a small, &#x223c;1&#xa0;nm wide dynamic structure called the fusion pore. Fusion pore dynamics have been studied extensively for fusion of enveloped viruses (<xref ref-type="bibr" rid="B72">Spruce et&#x20;al., 1989</xref>; <xref ref-type="bibr" rid="B19">Cohen and Melikyan, 2004</xref>; <xref ref-type="bibr" rid="B34">Harrison, 2008</xref>) and calcium-triggered secretion of hormones from neuroendocrine cells (<xref ref-type="bibr" rid="B14">Chang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B43">Karatekin, 2018</xref>; <xref ref-type="bibr" rid="B64">Rorsman and Ashcroft, 2018</xref>; <xref ref-type="bibr" rid="B67">Sharma and Lindau, 2018</xref>). It was found that in both cases the fusion pores can flicker open-closed repeatedly at rates up to 4,000&#xa0;Hz (<xref ref-type="bibr" rid="B19">Cohen and Melikyan, 2004</xref>; <xref ref-type="bibr" rid="B36">He et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B46">Klyachko and Jackson, 2002</xref>; <xref ref-type="bibr" rid="B23">de Toledo et al., 1993</xref>; <xref ref-type="bibr" rid="B87">Zhou et al., 1996</xref>; <xref ref-type="bibr" rid="B73">Staal et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B60">Melikyan et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B58">Melikyan et&#x20;al., 1993a</xref>; <xref ref-type="bibr" rid="B59">Melikyan et&#x20;al., 1993b</xref>), then either dilate further or reseal (<xref ref-type="bibr" rid="B61">Monck and Fernandez, 1994</xref>; <xref ref-type="bibr" rid="B53">Lindau and Alvarez de Toledo, 2003</xref>; <xref ref-type="bibr" rid="B40">Jackson and Chapman, 2008</xref>; <xref ref-type="bibr" rid="B43">Karatekin, 2018</xref>; <xref ref-type="bibr" rid="B67">Sharma and Lindau, 2018</xref>). For neurons, direct measurements of fusion pores are not as abundant but available measurements suggest there is large diversity in fusion pore dynamics, with a clear contribution to release kinetics or endocytosis in some cases (<xref ref-type="bibr" rid="B78">Verstreken et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B32">Gandhi and Stevens, 2003</xref>; <xref ref-type="bibr" rid="B63">Pawlu et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B73">Staal et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B36">He et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B54">Lisman et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B2">Alabi and Tsien, 2013</xref>; <xref ref-type="bibr" rid="B16">Chapochnikov et&#x20;al., 2014</xref>). Fusion pores can also act as size-selective filters, as small cargo molecules can escape through a narrow pore while larger cargo are retained (<xref ref-type="bibr" rid="B9">Barg et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B35">Hastoy et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B64">Rorsman and Ashcroft, 2018</xref>). Invasion by enveloped viruses requires the fusion pore to dilate sufficiently to allow the release of viral genetic material into the host (<xref ref-type="bibr" rid="B19">Cohen and Melikyan, 2004</xref>). Despite clear evidence that pore flickering occurs, and that the temporal evolution of the fusion pore is a critical determinant of release kinetics and membrane recycling pathways, the mechanisms are poorly understood, partly due to a lack of assays with the required sensitivity and time resolution.</p>
<p>Reconstitution has been key to understand basic mechanisms of the membrane fusion process (<xref ref-type="bibr" rid="B65">Rothman, 2014</xref>), with recent applications increasingly focusing on fusion pores (<xref ref-type="bibr" rid="B43">Karatekin, 2018</xref>). Where direct measurements are challenging, such as in neurons for monitoring fusion pore dynamics, or for intracellular fusion events, reconstitution is particularly valuable. Early work on intracellular trafficking used a cell-free assay (<xref ref-type="bibr" rid="B7">Balch et&#x20;al., 1984</xref>) that was critical in identification of key molecular components (<xref ref-type="bibr" rid="B65">Rothman, 2014</xref>). Later work used minimalistic components to show that <italic>soluble NSF attachment protein receptor</italic> (SNARE) proteins are sufficient to drive membrane fusion, albeit slowly (<xref ref-type="bibr" rid="B79">Weber et&#x20;al., 1998</xref>) and that SNARE copy numbers determine the size of releasable cargo (<xref ref-type="bibr" rid="B68">Shi et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B10">Bello et&#x20;al., 2016</xref>). Although very useful, these bulk studies were limited in the information they could provide. For example, the overall fusion rate is often limited by the docking rate (<xref ref-type="bibr" rid="B70">Smith and Weisshaar, 2011</xref>; <xref ref-type="bibr" rid="B83">Xu et&#x20;al., 2015</xref>), so post-docking stages cannot be probed in detail. To overcome these issues and to monitor post-docking stages, assays sensitive to single docking and fusion events were developed both for studying SNARE-mediated mechanisms (<xref ref-type="bibr" rid="B11">Bowen et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B30">Fix et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B55">Liu et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B45">Kiessling et&#x20;al., 2017</xref>) and viral fusion (<xref ref-type="bibr" rid="B31">Floyd et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B20">Costello et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B13">Bulow et&#x20;al., 2020</xref>). In these assays, a particle mimicking a synaptic vesicle, a small unilamellar vesicle (SUV) reconstituted with neuronal v-SNARE proteins (vSUV), docks and fuses with a planar bilayer supported on a glass substrate, reconstituted with the cognate t-SNAREs (tSBL), as shown in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>. The vSUV is labeled with fluorescent lipids whose transfer to the supported bilayer (SBL) is monitored. The geometry is ideal for monitoring docking and fusion of the vSUV using total internal reflection fluorescence microscopy (TIRFM), which results in excellent signal-to-noise ratio (<xref ref-type="bibr" rid="B6">Axelrod, 2008</xref>). For viral fusion, the vSUV is replaced by a virus (<xref ref-type="bibr" rid="B31">Floyd et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B13">Bulow et&#x20;al., 2020</xref>) or a virus-like particle (VLP) (<xref ref-type="bibr" rid="B20">Costello et&#x20;al., 2013</xref>). The supported bilayer can be produced by spreading and fusion of t-SNARE liposomes coated with a poly-ethylene glycol (PEG) cushion (<xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B41">Karatekin and Rothman, 2012</xref>), Langmuir-Blodgett deposition of a monolayer followed by fusion with t-SNARE liposomes (<xref ref-type="bibr" rid="B45">Kiessling et&#x20;al., 2017</xref>), or using vesicles derived directly from the plasma membrane of cells expressing a protein of interest (<xref ref-type="bibr" rid="B20">Costello et&#x20;al., 2013</xref>). An alternative to the use of a supported bilayer is to surface-tether target vesicles that bind and fuse with cognate proteoliposomes (<xref ref-type="bibr" rid="B24">Diao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B25">Diao et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B49">Kyoung et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B50">Lai et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B51">Lai et&#x20;al., 2014</xref>). These assays provided detailed mechanistic insights, such as the docking-to-fusion delays reflecting how rapidly t-SNAREs are recruited to a docked vSUV (<xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>), hemifusion intermediates (<xref ref-type="bibr" rid="B31">Floyd et&#x20;al., 2008</xref>), the number of fusogens needed for efficient fusion (<xref ref-type="bibr" rid="B31">Floyd et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B26">Domanska et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>), or role of additional proteins that synchronize fusion to the moment calcium increases (<xref ref-type="bibr" rid="B52">Lai et&#x20;al., 2017</xref>). However, despite their power, these fluorescence-based assays are usually not informative about fusion pore dynamics, because acquisition rates are too slow and/or interpretation of release kinetics is not straightforward.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Intensity changes during liposome-supported bilayer fusion, detected using TIRF microscopy with s-pol excitation. <bold>(A)</bold> Schematic of the experiment. Small unilamellar vesicles reconstituted with neuronal/exocytic v-SNARE proteins (vSUVs) are labeled with a fluorescent lipid whose excitation dipole is nearly parallel to the membrane. The vSUV docks onto and fuses with a planar bilayer supported on a coverslip, and reconstituted with cognate t-SNAREs (tSBL). The membranes contain 5&#xa0;mol % PEGylated lipids in order to avoid direct contact of the SBL with the coverslip. Only PEGylated lipids under the SBL are shown for clarity. Once a fusion pore is established, it can flicker open-closed (spending a fraction <inline-formula id="inf1">
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</inline-formula> of the time in the open state), before eventually expanding or resealing. During fusion, the total fluorescence intensity around the fusion site increases as the fluorophores are transferred into the SBL, because the fluorophores are excited more efficiently in the SBL than the SUV. <bold>(B)</bold> An example of a vSUV-tSBL fusion event. Top: Snapshots extracted from an image stack recorded at 56&#xa0;Hz. Every box is <inline-formula id="inf2">
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</inline-formula> box centered around the docking site, as a function of time, for the event shown above. vSUVs were labeled with 1&#xa0;mol % LR-PE and excited at 561&#xa0;nm in TIRFM. Because the evanescent field is very shallow, vSUVs that are <inline-formula id="inf6">
<mml:math id="m6">
<mml:mi mathvariant="normal">&#x2273;</mml:mi>
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</inline-formula>100&#xa0;nm away from the SBL are not visible. Upon initial docking, a fluorescent spot appears and the integrated intensity rapidly increases to a new value (i&#x2013;ii). Membrane fusion causes a rapid increase in intensity to <inline-formula id="inf7">
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</inline-formula> (iii&#x2013;iv), which is &#x3c; than the values <inline-formula id="inf8">
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</inline-formula> that would be reached were there no photobleaching. After sufficient time, individual lipid-linked fluorophores become visible as they disperse and photobleach (v). The box is chosen large enough that no fluorophores have yet left the box. Fitting the intensity trace to a model, the parameters shown on the figure are extracted. Scale bar &#x3d; 200&#xa0;ms.</p>
</caption>
<graphic xlink:href="fmolb-08-740408-g001.tif"/>
</fig>
<p>More direct information about dynamics of single fusion pores using artificial membranes has usually relied on electrical measurements (<xref ref-type="bibr" rid="B58">Melikyan et&#x20;al., 1993a</xref>; <xref ref-type="bibr" rid="B59">Melikyan et&#x20;al., 1993b</xref>; <xref ref-type="bibr" rid="B15">Chanturiya et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B80">Wu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B81">Wu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Bao et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Dudzinski et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Karatekin, 2018</xref>; <xref ref-type="bibr" rid="B28">Dudzinski et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B22">Das et&#x20;al., 2020</xref>). However, unlike TIRF microscopy based assays, electrical signals are usually not suitable to monitor pre-fusion stages, since a signal appears only after a fusion pore opens. Despite its potential, TIRF microscopy analysis of reconstituted membrane fusion events has typically been limited to extracting rates of docking and fusion, and docking-to-fusion delays for individual vesicles (<xref ref-type="bibr" rid="B31">Floyd et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B26">Domanska et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B41">Karatekin and Rothman, 2012</xref>; <xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B47">Kreutzberger et&#x20;al., 2017</xref>). Lipid mixing kinetics are challenging to study quantitatively, because lipid transfer presumably starts with the opening of the initial fusion pore, only &#x223c;1&#x2013;2&#xa0;nm wide, but the spread of the signal is not visible until the lipids diffuse a distance on the order of the optical resolution (&#x223c;250&#xa0;nm), which may take &#x223c;10&#xa0;ms or longer. Spreading kinetics will therefore reflect a convolution of the actual release kinetics through the fusion pore and diffusion of the labels on the SBL surface. For this reason, it is better to rely to on intensity changes as a fluorophore is transferred from the SUV into the SBL (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>) but there are at least three intertwined factors that may contribute to such an intensity change which complicate analysis (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>): 1) dequenching if the labeling density is too high, 2) evanescent field decay, and 3) polarization effects.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Factors contributing to fluorescence intensity changes observed during SUV-SBL fusion. <bold>(A)</bold> Dequenching. At sufficiently high density in the SUV membrane, lipid labels are self-quenched prior to fusion. Fusion with the SBL allows the fluorophores to disperse and dequench. In our experiments, the fluorophore density is kept to 1&#xa0;mol %, minimizing dequenching (<inline-formula id="inf9">
<mml:math id="m9">
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</inline-formula> contribution). <bold>(B)</bold> Evanescent field decay. Fluorophores closer to the glass-water interface experience a stronger excitation field and are brighter, because the evanescent field decays rapidly going away from the interface. Upon fusion, the fluorophores are transferred to the SBL, closer to the interface, so the total intensity increases. The effect is stronger for larger SUVs, since on average the approach to the interface is larger. <bold>(C)</bold> Excitation polarization. A fluorophore with an excitation dipole parallel to the membrane will be excited more efficiently in the SBL than the SUV using s-pol excitation [electric field perpendicular to the plane of incidence, indicated by the symbols below the SBL representing arrows going out of the plane of the drawing toward the viewer (dot in a circle) or the other direction (cross inside circle)]. The opposite is true for p-pol excitation (the polarization direction is indicated by the up-down arrows). Note that for all polarizations other than s-pol, the electrical evanescent field is in fact elliptically polarized [see e.g., <xref ref-type="bibr" rid="B5">Axelrod et&#x20;al. (1984)</xref>], which is not shown for simplicity. The structure of the lissamine rhodamine chromophore is shown (R is a phosphatidyl ethanolamine lipid). On average, the excitation dipole (double arrow) is expected to be nearly parallel to the membrane (<xref ref-type="bibr" rid="B21">Crane et&#x20;al., 2005</xref>). <bold>(D)</bold> Examples of total fluorescence intensity profiles of fusion events recorded with s- or p-pol excitation. LR-PE labeled vSUVs were fused with tSBLs while image stacks were recorded in TIRFM at 56&#xa0;Hz. Every box is <inline-formula id="inf10">
<mml:math id="m10">
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</inline-formula> (30 pixels by 30 pixels), large enough that diffusion of lipids outside the box is negligible during the analysis period. Using s-pol, fusion always results in an increase in total fluorescence <bold>(top)</bold>, because both the evanescent field <bold>(B)</bold> and polarization effects <bold>(C)</bold> contribute positively to the intensity change. Using p-pol excitation, the two effects compete, resulting in a minimal change <bold>(middle)</bold>, decrease <bold>(bottom)</bold>, or increase (not shown). Scale bars represent 200&#xa0;ms. Snapshots of the events are shown to the right, using the same numbering as in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
</caption>
<graphic xlink:href="fmolb-08-740408-g002.tif"/>
</fig>
<p>Dequenching always contributes an increase in fluorescence intensity change upon fusion (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). However, this contribution is difficult to quantitatively relate to lipid release kinetics, because of the highly non-linear dependence of energy transfer on fluorophore density. Fortunately, this effect can easily be avoided by using dilute labeling. Evanescent field decay similarly always contributes an increase in intensity upon transfer of a label from the SUV into the SBL, because on average, fluorophores move closer toward the glass-water interface where excitation is stronger (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). The magnitude of this effect depends on vesicle size, <inline-formula id="inf12">
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</inline-formula>, because the average change in fluorophore distance from the interface is determined by vesicle size. Finally, polarization effects can contribute to an increase or decrease in signal, depending on whether the label used is excited more efficiently while in the SUV or in the SBL (<xref ref-type="fig" rid="F2">Figures 2C,D</xref>). This effect depends on the orientation of the label&#x2019;s excitation dipole with respect to the membrane and the polarization of the excitation light (<xref ref-type="bibr" rid="B3">Anantharam et&#x20;al., 2010</xref>). Because of the unique properties of evanescent waves, polarization can be nearly purely parallel (p-pol) or perpendicular to the plane of incidence (s-pol), unlike for wide-field microscopy where only s-pol is possible (<xref ref-type="bibr" rid="B6">Axelrod, 2008</xref>). Thus, the final change in signal is a complex combination of possibly competing effects. The challenge then is to quantitatively relate fluorescence intensity changes accompanying a membrane fusion event to the kinetics of lipid transfer from the SUV to the SBL. Since the magnitude of the second effect depends on vesicle radius <inline-formula id="inf13">
<mml:math id="m13">
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</inline-formula>, this quantity needs to be estimated. Knowing <inline-formula id="inf14">
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</inline-formula> is also required to compare the release rate to what is expected from diffusion-limited kinetics. If the fusion pore slows release by flickering or by another mechanism, release would be slower than expected for diffusion.</p>
<p>Fortunately, in the SUV-SBL TIRF microscopy assay the signal-to-noise is good enough to detect single lipid labels such as lissamine rhodamine linked to phosphatidylethanolamine (LR-PE) as the labels spread in the SBL after fusion (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). Direct measurement of single lipid label intensity in the SBL, <inline-formula id="inf15">
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</mml:math>
</inline-formula>, is key to estimating SUV size: given <inline-formula id="inf16">
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</mml:mrow>
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</mml:mrow>
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</inline-formula>, vesicle radius <inline-formula id="inf17">
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</mml:mrow>
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</mml:mrow>
</mml:math>
</inline-formula> is deduced from the known labeling density of the SUV membrane and the total intensity change <inline-formula id="inf18">
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</inline-formula> after all labels have been transferred into the SBL. <xref ref-type="bibr" rid="B74">Stratton et&#x20;al. (2016)</xref> estimated <inline-formula id="inf19">
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</mml:mrow>
</mml:math>
</inline-formula> for every fusion event, from which they calculated the release time expected for lipid diffusion. In many cases the actual release time was much slower, suggesting a flickering fusion pore hindered release. A &#x201c;pore openness&#x201d; parameter <inline-formula id="inf20">
<mml:math id="m20">
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<mml:msub>
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</mml:math>
</inline-formula> (the fraction of time the pore is open during a flickering episode) was used to characterize how much the pore slowed release.</p>
<p>Because the reconstitution procedure produces a polydisperse population of SUV sizes and <inline-formula id="inf21">
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<mml:mi>s</mml:mi>
</mml:mrow>
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</mml:mrow>
</mml:math>
</inline-formula> is estimated for every SUV that fused, extrapolation of <inline-formula id="inf22">
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</inline-formula> to <inline-formula id="inf23">
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<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> can be used to extract a pure polarization contribution to <inline-formula id="inf24">
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</inline-formula> (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). However, the effect of the excitation field polarization was not tested by <xref ref-type="bibr" rid="B74">Stratton et&#x20;al. (2016)</xref>, as commercial microscopes do not usually allow control of polarization. Here we built a simple TIRF microscope that allows the excitation polarization to be varied continuously, and recorded SUV-SBL fusion events at multiple polarizations. We found that upon membrane fusion, pure polarization effects can lead to an increase or decrease in total fluorescence intensity that can vary by a factor of &#x3e;2. The optimal polarization is that which results in the maximal change in intensity, facilitating detection efficiency, and estimation of fusion parameters. For fluorophores whose excitation dipole lies nearly parallel to the membrane, such as LR-PE or 1,1&#x2032;-dioctadecyl-3,3,3&#x2032;,3&#x2032;-tetramethylindodicarbocyanine (DiD), s-pol is optimal. A weak correlation between pore openness and vesicle size is noted, illustrating a possible application that is currently not feasible using existing approaches.</p>
</sec>
<sec sec-type="results" id="s2">
<title>Results</title>
<sec id="s2-1">
<title>A Custom Built TIRF Microscope with Polarization Control</title>
<p>Because commercial TIRF microscopes do not allow polarization control, we built a TIRF microscope that allows continuous variation of the excitation polarization (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref> and <italic>Materials and Methods</italic>). The light exiting each laser is polarized, with a polarization ratio &#x3e;1:100 (<italic>Materials and Methods</italic>). The outputs from individual lasers are coupled into polarization maintaining fibers, which are then combined into a single fiber using a wavelength division multiplexer, preserving polarization. This fiber is mounted into an optomechanical cage system with a rotation stage (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). The fiber can be rotated continuously manually to vary the polarization of the excitation beam. The beam is expanded and deflected by a motorized mirror that also sets the position of the beam focused at the back focal plane, thereby controlling the incidence angle. The setup is controlled through the open-source software micro-manager (<xref ref-type="bibr" rid="B29">Edelstein et&#x20;al., 2014</xref>) (see <italic>Materials and Methods</italic>). Supported bilayers were generated using the vesicle fusion method in microfluidic channels, as described in <xref ref-type="bibr" rid="B41">Karatekin and Rothman (2012)</xref>. Rotating the excitation polarization resulted in a sinusoidal variation of the mean fluorescence intensity of LR-PE doped SBLs as expected (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>). A Glan-Taylor prism can be inserted into the rotation mount before the beam expansion optics to improve the polarization ratio, but this makes it more challenging to maintain the laser beam&#x2019;s position at the back focal plane of the objective (hence the evanescent depth) fixed as the rotation mount is rotated.</p>
<p>For SUV-SBL fusion experiments, the SBL is reconstituted with neuronal/exocytotic t-SNARE proteins Syntaxin-1 and SNAP25. After incubation of the coverslip with SUVs for at least 30&#x2013;60&#xa0;min, the microfluidic chamber is rinsed. The formation of a homogenous and continuous SBL is verified using the 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine-N-(7-nitro-2-1,3-benzoxadiazol-4-yl) (NBD-PE) label in the SBL. Fluorescence recovery after photobleaching of NBD-PE was used to ensure the fluidity of the SBLs (<italic>Materials and Methods</italic>). If a SBL passed these quality checks, SUVs reconstituted with the cognate neuronal/exocytic v-SNARE vesicle-associated membrane protein 2 (VAMP2, also known as synaptobrevin-2) were introduced at a continuous flow rate of 2&#xa0;&#x3bc;L/min (with a flow cell cross-section of 300&#xa0;&#x3bc;m by 75&#xa0;&#x3bc;m, the mean linear flow rate was &#x223c;1.5&#xa0;mm/s). The SUVs were labeled with LR-PE, excited at 561&#xa0;nm. We monitored vSUV docking and fusion events continuously using TIRF microscopy, and recorded stream acquisitions at 56 frames/s. As control experiments, we incubated the tSBLs with a solution containing the soluble cytoplasmic domain of VAMP2 (CDV) that competes with the full-length VAMP2 on SUVs for binding the t-SNAREs on the SBL. The rate of fusion events (normalized to SUV lipid concentration and detection area) was 5-fold smaller for the control, consistent with previous reports (<xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B62">Nikolaus and Karatekin, 2016</xref>; <xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>).</p>
<p>We first reproduced previous results (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>) obtained with a commercial TIRF microscope (Nikon Eclipse Ti), in which the excitation polarization was fixed to s-pol (perpendicular to the plane of incidence, <xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>, corresponding to <inline-formula id="inf25">
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</inline-formula> on our rotation stage). With this polarization, the total intensity in a 22&#xa0;&#x3bc;m by 22&#xa0;&#x3bc;m box (82 by 82 pixels) around the docking/fusion site first increases suddenly upon docking of a SUV to a value <inline-formula id="inf26">
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</inline-formula> due to photobleaching in the SUV, membrane fusion results in a second increase in the total intensity over timescale <inline-formula id="inf29">
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</inline-formula> as the fluorophores are transferred from the SUV into the SBL where they are brighter. This increase tends toward a maximum value <inline-formula id="inf30">
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</inline-formula> due to photobleaching. The total intensity is lower by a factor <inline-formula id="inf32">
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</mml:math>
</inline-formula> in the SUV compared to the SBL. After reaching <inline-formula id="inf33">
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<mml:mi>a</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> due to photobleaching which is stronger for fluorophores in the SBL (the box size is chosen large enough that no labels leave the box during this time).</p>
<p>If the fusion pore did not hinder release, then release kinetics would be limited by how rapidly the fluorophores diffuse around the SUV and occur on a time scale <inline-formula id="inf35">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf36">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the SUV area and <inline-formula id="inf37">
<mml:math id="m37">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> lipid diffusivity. By contrast, if the fusion pore slowed release, <inline-formula id="inf38">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> would be significantly longer than <inline-formula id="inf39">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. <xref ref-type="bibr" rid="B74">Stratton et&#x20;al. (2016)</xref> defined a pore openness, <inline-formula id="inf40">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, to quantify the degree by which the fusion pore impedes release kinetics:<disp-formula id="e1">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>g</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <inline-formula id="inf41">
<mml:math id="m42">
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3c0;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is a factor that reflects the role of the pore geometry on lipid release rate. With typical values for the height of the pore (<xref ref-type="bibr" rid="B12">Breckenridge and Almers, 1987</xref>) <inline-formula id="inf42">
<mml:math id="m43">
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>&#xa0;nm and the fully open pore radius <inline-formula id="inf43">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>&#xa0;nm, <inline-formula id="inf44">
<mml:math id="m45">
<mml:mi>g</mml:mi>
</mml:math>
</inline-formula> is of order unity (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). Note that <inline-formula id="inf45">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> includes half the bilayer thickness (2&#xa0;nm), i.e.,&#x20;the radius of the aqueous lumen of the pore is 1&#xa0;nm. For a two-state (open-closed) pore, <inline-formula id="inf46">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the fraction of the time the pore is in the open state. For a flickering pore with a continuously varying size in time <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> is equally valid, with <inline-formula id="inf47">
<mml:math id="m48">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> the time-averaged pore radius relative to the fully open pore radius (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>).</p>
<p>Thus, if we knew <inline-formula id="inf48">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3c4;</mml:mtext>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mtext>es</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, we could deduce whether the fusion pore significantly impedes release. We can in fact estimate <inline-formula id="inf49">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3c4;</mml:mtext>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mtext>es</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for every fusion event, from combining the intensity of the docked vesicle, <inline-formula id="inf50">
<mml:math id="m51">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, single labeled-lipid intensity in the SBL, <inline-formula id="inf51">
<mml:math id="m52">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the intensity reduction factor <inline-formula id="inf52">
<mml:math id="m53">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the known labeling density <inline-formula id="inf53">
<mml:math id="m54">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the lipid diffusivity, <inline-formula id="inf54">
<mml:math id="m55">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. As the lipid labels diffuse away from the fusion site, individual labeled lipids become discernible and thus single-lipid intensity in the SBL, <inline-formula id="inf55">
<mml:math id="m56">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>), and lipid diffusivity, <inline-formula id="inf56">
<mml:math id="m57">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, can be measured from single particle tracking. This intensity is reduced by a factor <inline-formula id="inf57">
<mml:math id="m58">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> in the SUV, i.e.,&#x20;the intensity of a single lipid label in the SUV, averaged over all locations in the vesicle, is <inline-formula id="inf58">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Thus,<disp-formula id="e2">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Estimation of <inline-formula id="inf59">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is not trivial, because of photobleaching. For a good estimate, fitting of the total intensity time profile to a model is needed. However, hindering of release by the fusion pore can qualitatively modify the kinetics of release. <xref ref-type="bibr" rid="B74">Stratton et&#x20;al. (2016)</xref> considered two limiting cases for release kinetics 1) diffusion-limited release (lipids are released as rapidly as they can diffuse through the pore&#x2019;s neck), 2) pore-limited release (the pore slows release by flickering). These two limiting cases produce qualitatively different release kinetics (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). In the former case, the fraction of labeled lipids remaining in the vesicle a time <inline-formula id="inf60">
<mml:math id="m62">
<mml:mi>t</mml:mi>
</mml:math>
</inline-formula> after the pore first opens, <inline-formula id="inf61">
<mml:math id="m63">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, decays with an inverse time dependence, <inline-formula id="inf62">
<mml:math id="m64">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, whereas the latter produces an exponential decay, <inline-formula id="inf63">
<mml:math id="m65">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>. Since a priori it is not known which limiting case describes release better, a procedure was adopted by <xref ref-type="bibr" rid="B74">Stratton et&#x20;al. (2016)</xref> whereby it is assumed release is pore-limited. The total intensity profile <inline-formula id="inf64">
<mml:math id="m66">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> was then fitted to the kinetics expected for this case to extract <inline-formula id="inf65">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf66">
<mml:math id="m68">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. In addition, lipid diffusivity, <inline-formula id="inf67">
<mml:math id="m69">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, was measured by tracking of individual lipid dyes as they became discernible in the SBL (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). Combining these parameters allowed estimation <inline-formula id="inf68">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf69">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf70">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="disp-formula" rid="e1">Eqs. 1</xref>, <xref ref-type="disp-formula" rid="e2">2</xref>). Only small values of <inline-formula id="inf71">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are consistent with the pore-limited release assumption. If this procedure produced a <inline-formula id="inf72">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> value nominally <inline-formula id="inf73">
<mml:math id="m75">
<mml:mrow>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, the event was flagged as a diffusion-limited release. It was then verified that the intensity profiles for such events are better described by the diffusion-limited release&#x20;case.</p>
<p>No significant differences were found between results obtained using the custom-built pTIRF set to s-pol excitation or the Nikon Eclipse Ti TIRF microscope (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>), validating measurements with the new instrument.</p>
</sec>
<sec id="s2-2">
<title>Improved Analysis of Fluorescence Intensity Changes Accompanying SUV-SBL Fusion Events</title>
<p>One of the major bottlenecks with the procedure above is estimating lipid diffusivity by tracking of individual lipids. In addition, with polarizations that produced lower fluorescence intensities in the SBL that made single-particle tracking even more challenging, the procedure described above was not practical here. We therefore adopted a modified procedure in which the total fluorescence intensities in five concentric circles of increasing size were fitted simultaneously to a model function which captures both the radial shape of the point-spread function and the expected radial spreading of the released dye due to diffusion (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref> and <italic>Materials and Methods</italic>). This procedure provided a more constrained fit and allowed us to estimate the lipid diffusion coefficient, <inline-formula id="inf74">
<mml:math id="m76">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, in addition to the bleaching time, <inline-formula id="inf75">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the lipid release time, <inline-formula id="inf76">
<mml:math id="m78">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the intensity reduction factor <inline-formula id="inf77">
<mml:math id="m79">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as independent parameters in the fit. The vesicle intensity just after docking, <inline-formula id="inf78">
<mml:math id="m80">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was extracted from the intensity profile with the largest circle radius (11 pixels). The bleaching rate was assumed to be proportional to excitation efficiency (i.e.,&#x20;bleaching in the SUV was assumed to be <inline-formula id="inf79">
<mml:math id="m81">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> times the rate in the SBL). To estimate the single lipid intensity <inline-formula id="inf80">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, we tracked single labeled lipids in the SBL for <inline-formula id="inf81">
<mml:math id="m83">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> (s-pol) for which single-lipids were brightest (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>). For other polarizations, tracking was not feasible or reliable, so we measured the variation of the average SBL intensity, labeled with 0.5% LR-PE, as a function of polarization angle and used this information as correction factor (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>). We then used <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> to calculate the vesicle area <inline-formula id="inf82">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> to obtain the pore openness. A flowchart summarizing the procedure is shown in <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>. <inline-formula id="inf83">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> quantifies how much lipid release is slowed compared to free diffusion through an un-restricted fusion pore. For our system, we have previously shown that pore flickering is the main mechanism of release-slowing (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>), enabling <inline-formula id="inf84">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> to be interpreted as a duty-cycle, but it can equally be used to empirically quantify release-slowing in systems where the mechanism has not been established.</p>
<p>Using this procedure, and for <inline-formula id="inf85">
<mml:math id="m87">
<mml:mrow>
<mml:mtext>&#x3b8;</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, we found that for most events, lipid release was slower than expected for lipid diffusion, i.e.,&#x20;<inline-formula id="inf86">
<mml:math id="m88">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x226b;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Pore openness values were <inline-formula id="inf87">
<mml:math id="m89">
<mml:mrow>
<mml:mn>0.0003</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> for most fusion events (78%), with mean &#x3d; 0.39. For 19% of the pores, the procedure returned a nominal <inline-formula id="inf88">
<mml:math id="m90">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> value <inline-formula id="inf89">
<mml:math id="m91">
<mml:mrow>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, indicating a &#x201c;permanently&#x201d; open pore, <inline-formula id="inf90">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. Note that &#x201c;permanently&#x201d; here means that the pore was open long enough that all lipid labels were released during a single flicker. For the largest vesicles studied <inline-formula id="inf91">
<mml:math id="m93">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>80</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf92">
<mml:math id="m94">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>70</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">ms</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (with <inline-formula id="inf93">
<mml:math id="m95">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>1.1</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>), so &#x201c;permanently open&#x201d; pores could in fact be flickering at frequencies &#x3c;14&#xa0;Hz. Overall, these results are consistent with those reported previously (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>), validating the new procedure.</p>
</sec>
<sec id="s2-3">
<title>A Pure Polarization Effect Is Isolated by Extrapolating the Size of the Fusing Vesicles to Zero</title>
<p>What is the contribution of the excitation polarization to the intensity change <inline-formula id="inf94">
<mml:math id="m96">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as a lipid-dye is transferred from the SUV to the SBL membrane? Here we use an extrapolation procedure to estimate this quantity. We start with the relationship between the vesicle area (hence vesicle radius <inline-formula id="inf95">
<mml:math id="m97">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula>), the intensity reduction factor, <inline-formula id="inf96">
<mml:math id="m98">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the normalized docked intensity, <inline-formula id="inf97">
<mml:math id="m99">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, through <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> (note that the labeling density <inline-formula id="inf98">
<mml:math id="m100">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is fixed). Thus, the vesicle radius is a function of <inline-formula id="inf99">
<mml:math id="m101">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf100">
<mml:math id="m102">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The parameters <inline-formula id="inf101">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf102">
<mml:math id="m104">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> are actually not independent from one another, but the theoretical relationship between the two is complex (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). Thus, we determined an empirical relationship between these two quantities by plotting <inline-formula id="inf103">
<mml:math id="m105">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as a function of <inline-formula id="inf104">
<mml:math id="m106">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> for <inline-formula id="inf105">
<mml:math id="m107">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> (s-pol). Using this relationship, one can obtain vesicle size either as a function of the normalized docked intensity, <inline-formula id="inf106">
<mml:math id="m108">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, or as a function of the intensity reduction factor, <inline-formula id="inf107">
<mml:math id="m109">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. Both representations are useful. The former is plotted in <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, which shows that the normalized docked intensity uniquely determines <inline-formula id="inf108">
<mml:math id="m110">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. That this should be case is not entirely obvious, because the polarization contribution to <inline-formula id="inf109">
<mml:math id="m111">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> varies as a function of distance from the interface in a non-monotonic manner (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). The latter representation is inverted, then the value of <inline-formula id="inf110">
<mml:math id="m112">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as <inline-formula id="inf111">
<mml:math id="m113">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> is extrapolated to estimate the pure polarization contribution, as the evanescent field decay contribution vanishes at this limit. It was shown by <xref ref-type="bibr" rid="B74">Stratton et&#x20;al. (2016)</xref> that the slope at the origin is <inline-formula id="inf112">
<mml:math id="m114">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mtext>&#x3bb;</mml:mtext>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3b4;</mml:mtext>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf113">
<mml:math id="m115">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the value of the intensity reduction factor extrapolated to zero vesicle radius and <inline-formula id="inf114">
<mml:math id="m116">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the characteristic decay length of the evanescent field. For the incidence angle used, we independently estimated <inline-formula id="inf115">
<mml:math id="m117">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>78</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> here (<italic>Materials and Methods</italic>). To estimate the slope at origin, we fitted a line to <inline-formula id="inf116">
<mml:math id="m118">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values, while constraining the <italic>x</italic>-intercept to be equal to <inline-formula id="inf117">
<mml:math id="m119">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>78</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, obtaining, <inline-formula id="inf118">
<mml:math id="m120">
<mml:mrow>
<mml:mi mathvariant="normal">slope</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0105</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>0.0004</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf119">
<mml:math id="m121">
<mml:mrow>
<mml:msubsup>
<mml:mtext>&#x3bb;</mml:mtext>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.82</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>(95% confidence interval, <inline-formula id="inf120">
<mml:math id="m122">
<mml:mrow>
<mml:mi mathvariant="normal">CI</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.79</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.85</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Isolation of the pure polarization contribution to changes in fluorescence intensity during SUV-SBL fusion. <bold>(A)</bold> The relationship between the fluorescence intensity reduction factor <inline-formula id="inf121">
<mml:math id="m123">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and docked SUV intensity <inline-formula id="inf122">
<mml:math id="m124">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> normalized by single lipid intensity in the SBL, <inline-formula id="inf123">
<mml:math id="m125">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The red curve is a fit to an exponential, <inline-formula id="inf124">
<mml:math id="m126">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, with best-fit parameters (and 95% confidence intervals) <inline-formula id="inf125">
<mml:math id="m127">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.69</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (0.65, 0.74), and <inline-formula id="inf126">
<mml:math id="m128">
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.1</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> (<inline-formula id="inf127">
<mml:math id="m129">
<mml:mrow>
<mml:mn>1.1</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf128">
<mml:math id="m130">
<mml:mrow>
<mml:mn>3.1</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>). The red dots represent individual events. The blue dots are binned values, with bin size &#x3d; 2. The error bars represent <inline-formula id="inf129">
<mml:math id="m131">
<mml:mo>&#xb1;</mml:mo>
</mml:math>
</inline-formula> standard deviation (SD). <bold>(B)</bold> Vesicle radius, <inline-formula id="inf130">
<mml:math id="m132">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, as a function of the normalized docked SUV intensity, <inline-formula id="inf131">
<mml:math id="m133">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The relationship is fit to a power law, <inline-formula id="inf132">
<mml:math id="m134">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>f</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, with best fit parameters <inline-formula id="inf133">
<mml:math id="m135">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (1.7, 2.4), and <inline-formula id="inf134">
<mml:math id="m136">
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.57</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (0.54, 0.61). Red and blue dots are as in A, with bin size &#x3d; 2. <bold>(C)</bold> Fluorescence intensity reduction factor <inline-formula id="inf135">
<mml:math id="m137">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as a function of vesicle radius <inline-formula id="inf136">
<mml:math id="m138">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The continuous red curve is an exponential fit to the data, <inline-formula id="inf137">
<mml:math id="m139">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, with best fit parameters <inline-formula id="inf138">
<mml:math id="m140">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.94</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>0.87</mml:mn>
<mml:mo>,</mml:mo>
<mml:mn>1.02</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf139">
<mml:math id="m141">
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.023</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>0.019</mml:mn>
<mml:mo>,</mml:mo>
<mml:mn>0.028</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The red dashed line is a fit to the small <inline-formula id="inf140">
<mml:math id="m142">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values <inline-formula id="inf141">
<mml:math id="m143">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>n</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> with the <italic>x</italic>-intercept constrained at the independently estimated evanescent field depth, <inline-formula id="inf142">
<mml:math id="m144">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>78</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (see text and <italic>Materials and Methods</italic>). The <italic>y</italic>-intercept of this line, <inline-formula id="inf143">
<mml:math id="m145">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.82</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>0.03</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, is our best estimate of the purely polarization contribution to the intensity change as a lipid-dye is transferred from a SUV into the SBL upon fusion. Red and blue dots are as in <bold>(A)</bold>, with bin size &#x3d; 1&#xa0;nm. <bold>(D)</bold> Fluorescence intensity reduction factor due to pure polarization effects, <inline-formula id="inf144">
<mml:math id="m146">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, as a function of excitation polarization angle, <inline-formula id="inf145">
<mml:math id="m147">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula>. Estimates of <inline-formula id="inf146">
<mml:math id="m148">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> at <inline-formula id="inf147">
<mml:math id="m149">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>30</mml:mn>
<mml:mo>&#xb0;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>60</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf148">
<mml:math id="m150">
<mml:mrow>
<mml:mn>90</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> were done similarly to <bold>(A&#x2013;C)</bold> for <inline-formula id="inf149">
<mml:math id="m151">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, see <xref ref-type="sec" rid="s10">Supplementary Figure S5</xref>. For A-C, 195 events were analyzed, for <bold>(D)</bold>, a total of 446 events were analyzed.</p>
</caption>
<graphic xlink:href="fmolb-08-740408-g003.tif"/>
</fig>
<p>We repeated the procedure described above at additional excitation polarizations (<xref ref-type="sec" rid="s10">Supplementary Figure S5</xref>), finding <inline-formula id="inf150">
<mml:math id="m152">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.83</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.78</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.88</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf151">
<mml:math id="m153">
<mml:mrow>
<mml:mn>1.51</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1.43</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.60</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf152">
<mml:math id="m154">
<mml:mrow>
<mml:mn>1.97</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1.85</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2.01</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> for <inline-formula id="inf153">
<mml:math id="m155">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf154">
<mml:math id="m156">
<mml:mrow>
<mml:mn>60</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf155">
<mml:math id="m157">
<mml:mrow>
<mml:mn>90</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, respectively (<xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>). Thus, for &#x3b8; &#x3d; 60&#xb0; and 90&#xb0; (p-pol) cases, the pure&#x20;polarization contribution is a decrease in total intensity upon&#x20;lipid transfer from the SUV to the SBL, with <inline-formula id="inf156">
<mml:math id="m158">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. At finite values of <inline-formula id="inf157">
<mml:math id="m159">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mtext>es</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the polarization effect competes with the&#x20;intensity enhancement from the evanescent field decay&#x20;effect (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The two contributions are equal at <inline-formula id="inf158">
<mml:math id="m160">
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>22.6</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>nm</mml:mtext>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtext>CI</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>20.0</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>25.8</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>nm</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#xa0;and&#xa0;</mml:mtext>
<mml:mn>36.8</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mtext>nm&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>30.4</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>47.9</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>nm</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> for <inline-formula id="inf159">
<mml:math id="m161">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>60</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf160">
<mml:math id="m162">
<mml:mrow>
<mml:mn>90</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, respectively (<xref ref-type="sec" rid="s10">Supplementary Figure S5</xref>). For these polarizations, 59, and 80% of all events, respectively, had <inline-formula id="inf161">
<mml:math id="m163">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. By contrast, only 4% of all events for <inline-formula id="inf162">
<mml:math id="m164">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> or <inline-formula id="inf163">
<mml:math id="m165">
<mml:mrow>
<mml:mn>30</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> had <inline-formula id="inf164">
<mml:math id="m166">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, due to noise. For vesicle sizes close to <inline-formula id="inf165">
<mml:math id="m167">
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, the net change in the total intensity upon fusion is near zero, such as the case depicted in <xref ref-type="fig" rid="F2">Figure&#x20;2D</xref>, middle. For such cases, analysis and extraction of a <inline-formula id="inf166">
<mml:math id="m168">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> value is particularly challenging.</p>
<p>Overall, these results show that for polarizations that contribute a decrease to the change in total intensity upon SUV-SBL fusion <inline-formula id="inf167">
<mml:math id="m169">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, there is a polarization-dependent vesicle size for which the net intensity change is nil, making analysis of lipid mixing kinetics very challenging. For the commonly used lipid dye LR-PE, pure polarization effects can vary by a factor of &#x223c;2.4; importantly, a polarization with a net positive contribution to the signal change can be chosen to ensure all events can be analyzed for lipid mixing kinetics.</p>
</sec>
<sec id="s2-4">
<title>The Effect of Excitation Polarization on Release Parameter Estimates</title>
<p>Two of the main bottlenecks in the analysis pipeline are visual identification of fusion events and single-molecule tracking of lipids for estimation of <inline-formula id="inf168">
<mml:math id="m170">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>). When using non-optimal excitation polarizations, the most obvious effect is that it becomes much harder to visually identify fusion events and distinguish them from undocking events. Thus, considerably more time is spent on identification of events. Although we did not use an automated event-detection algorithm, it is likely that event detection would be more challenging for such an algorithm for non-optimally excited samples.</p>
<p>Once fusion events are correctly identified, with non-optimal excitation polarizations the most important challenge for analysis is a loss of sensitivity to single lipids diffusing in the supported bilayer after vesicle fusion. This made single-molecule tracking based estimation of lipid diffusion more challenging in all but the s-polarized case. We were able, however, to estimate diffusion coefficients based on the lateral spread of the released dye, with these estimates being broadly compatible across polarizations. The distribution of other fitted parameters was also broadly similar across all excitation polarizations (e.g., see distributions for <inline-formula id="inf169">
<mml:math id="m171">
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3c4;</mml:mtext>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>; <xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>). We nonetheless observed subtle differences in the observed distribution of pore openness <inline-formula id="inf170">
<mml:math id="m172">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, with an apparent reduction in the number of slow-release events (small <inline-formula id="inf171">
<mml:math id="m173">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values) for p-polarization (<xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>). A potential explanation for this is that the relative fluorescence enhancement/reduction is much less pronounced than for p polarized case, making it significantly harder to unambiguously estimate the time at which the fusion pore opens. This is particularly likely for the slower release events where, in the absence of an enhancement on fusion, the docked vesicle signal will continue to dominate until well after the fusion pore&#x20;opens.</p>
<p>Together these results let us conclude that choosing an optimal excitation polarization (e.g., s-polarized for LR-PE) is desirable, but that with knowledge of the actual polarization state and a suitable numeric model, useful measurements can be obtained on systems (such as many off-the shelf commercial TIRF microscopes) where polarization may not be controllable nor optimal.</p>
</sec>
<sec id="s2-5">
<title>Fusion Pore Openness, the Number of v-SNAREs per Liposome, and Membrane Curvature</title>
<p>As an illustrative application of pTIRF microscopy to the study of fusion pores, we explored the relationship between fusion pore openness and SNARE copy numbers and membrane curvature. How membrane fusion depends on SNARE copy numbers has been studied both using bulk and single-event assays. In single-event SUV-SBL fusion assays, it was found that 5&#x2013;10&#x20;<italic>trans</italic>-SNARE complexes (SNAREpins) are required for rapid membrane fusion (<xref ref-type="bibr" rid="B26">Domanska et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>). Bulk SUV-SUV fusion studies reported as few as a single SNAREpin could mediate lipid mixing (<xref ref-type="bibr" rid="B77">van den Bogaart et&#x20;al., 2010</xref>), but content release required more (<xref ref-type="bibr" rid="B68">Shi et&#x20;al., 2012</xref>), suggesting more SNAREpins drive larger fusion pores. Consistent with this idea, monitoring release of differently sized cargo in a nanodisc-SUV bulk fusion assay, Bello et&#x20;al. showed that release of larger cargo required more SNAREpins (<xref ref-type="bibr" rid="B10">Bello et&#x20;al., 2016</xref>). In nanodisc-based assays where single-pore conductance reflects pore size, it was shown that the mean fusion pore size increases with increasing SNARE copy numbers (<xref ref-type="bibr" rid="B81">Wu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Bao et&#x20;al., 2018</xref>), an effect attributed to entropic repulsion among the SNARE complexes lining the pore&#x2019;s waist (<xref ref-type="bibr" rid="B81">Wu et&#x20;al., 2017</xref>). These results in reconstituted assays are consistent with observations in live cells that cargo release is faster when more SNAREs are available (<xref ref-type="bibr" rid="B86">Zhao et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B1">Acuna et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B8">Bao et&#x20;al., 2018</xref>).</p>
<p>To test if pore openness, <inline-formula id="inf172">
<mml:math id="m174">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, depended on the number of v-SNAREs per liposome, <inline-formula id="inf173">
<mml:math id="m175">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, we plotted the fraction of open pores <inline-formula id="inf174">
<mml:math id="m176">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.9</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as a function of <inline-formula id="inf175">
<mml:math id="m177">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>). Because our <inline-formula id="inf176">
<mml:math id="m178">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> estimates are most reliable for <inline-formula id="inf177">
<mml:math id="m179">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, we used the corresponding data set for this analysis. The fraction of open pores <inline-formula id="inf178">
<mml:math id="m180">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increased with <inline-formula id="inf179">
<mml:math id="m181">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> up to <inline-formula id="inf180">
<mml:math id="m182">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, above which it plateaued around 0.5. We explored this relationship further, by plotting <inline-formula id="inf181">
<mml:math id="m183">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values for flickering pores <inline-formula id="inf182">
<mml:math id="m184">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.9</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as a function of <inline-formula id="inf183">
<mml:math id="m185">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. There was a weak trend for <inline-formula id="inf184">
<mml:math id="m186">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> to increase with increasing <inline-formula id="inf185">
<mml:math id="m187">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, up to <inline-formula id="inf186">
<mml:math id="m188">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). Note that because the v-SNAREs are incorporated with a random orientation into the SUVs (<xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>), the effective number of v-SNAREs facing outside the SUV on these plots, <inline-formula id="inf187">
<mml:math id="m189">
<mml:mrow>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, is &#x223c;1/2 the plotted (total)&#x20;value.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Pore openness as a function of SNARE copies per liposome or vesicle curvature. <bold>(A)</bold> The fraction <inline-formula id="inf188">
<mml:math id="m190">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of open pores <inline-formula id="inf189">
<mml:math id="m191">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, as a function of average v-SNARE copies per SUV, <inline-formula id="inf190">
<mml:math id="m192">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The fraction increases up to <inline-formula id="inf191">
<mml:math id="m193">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, to reach &#x223c;0.5. <bold>(B)</bold> Pore openness for flickering pores <inline-formula id="inf192">
<mml:math id="m194">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, as a function of <inline-formula id="inf193">
<mml:math id="m195">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The red circles are original data points (light blue) smoothed with a moving average filter with span &#x3d; 5. The dashed line is a linear fit to the smoothed data with slope 0.0094 (95% confidence interval &#x3d; 0.0051&#x2013;0.0138, <inline-formula id="inf194">
<mml:math id="m196">
<mml:mrow>
<mml:msup>
<mml:mi>R</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.15</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>). Note that because v-SNAREs are reconstituted with random orientation, only &#x223c;1/2 would face outside and contribute to fusion. <bold>(C)</bold> There is no clear correlation between the fraction <inline-formula id="inf195">
<mml:math id="m197">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of open pores <inline-formula id="inf196">
<mml:math id="m198">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and total membrane curvature, <inline-formula id="inf197">
<mml:math id="m199">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(D)</bold> Pore openness for flickering pores (<inline-formula id="inf198">
<mml:math id="m200">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), as a function of membrane curvature. For flickering pores <inline-formula id="inf199">
<mml:math id="m201">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf200">
<mml:math id="m202">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> decreases with increasing curvature for vesicle curvatures that correspond to <inline-formula id="inf201">
<mml:math id="m203">
<mml:mrow>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (indicated by a vertical dashed line) or smaller. Symbols represent original and smoothed data points as in <bold>(B)</bold>. For <bold>(A,C)</bold>, 164 events were analyzed. For <bold>(B,D)</bold>, 128 events were analyzed.</p>
</caption>
<graphic xlink:href="fmolb-08-740408-g004.tif"/>
</fig>
<p>Membrane curvature could also contribute to fusion pore dynamics. Smaller liposomes fuse faster both in bulk experiments (<xref ref-type="bibr" rid="B56">Malinin et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B37">Hernandez et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B84">Yang et&#x20;al., 2021</xref>) and computer simulations (<xref ref-type="bibr" rid="B33">Gao et&#x20;al., 2008</xref>), although the effects on fusion pore dynamics are not clear. In PC12 and chromaffin cells, larger vesicles have more stable initial fusion pores (<xref ref-type="bibr" rid="B85">Zhang and Jackson, 2010</xref>), suggesting high membrane curvature may contribute to fusion pore expansion. To test for membrane curvature effects, we first plotted the fraction <inline-formula id="inf202">
<mml:math id="m204">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.90</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of open pores <inline-formula id="inf203">
<mml:math id="m205">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>0.9</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as a function of vesicle curvature, <inline-formula id="inf204">
<mml:math id="m206">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, but no clear correlation emerged (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). However, a weak trend emerged for <inline-formula id="inf205">
<mml:math id="m207">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values for flickering pores (<inline-formula id="inf206">
<mml:math id="m208">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.9</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) to decrease as a function of increasing curvature, <inline-formula id="inf207">
<mml:math id="m209">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
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<mml:mrow>
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<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, at high curvatures corresponding to the range of liposome sizes for which <inline-formula id="inf208">
<mml:math id="m210">
<mml:mrow>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mi mathvariant="normal">&#x2272;</mml:mi>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F4">Figure&#x20;4D</xref>).</p>
<p>Overall, these observations suggest that pore openness increases with vesicle area, likely with contributions from both SNARE copy numbers and membrane curvature.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s3">
<title>Discussion</title>
<p>Polarization effects in TIRF microscopy have been exploited in the past to study membrane fusion events both for artificial systems (<xref ref-type="bibr" rid="B44">Kiessling et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>) and live secretory cells (<xref ref-type="bibr" rid="B3">Anantharam et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B4">Anantharam et&#x20;al., 2012</xref>). For a fixed geometry, the effect of excitation polarization on the observed fluorescence intensity can be predicted with reasonable assumptions (<xref ref-type="bibr" rid="B3">Anantharam et&#x20;al., 2010</xref>). The problem is that the geometry, how it evolves during membrane fusion, and diffusion kinetics of labels are usually not known. Consequently, one usually makes assumptions about vesicle size, fusion pathway, and label diffusion in order to solve the equations describing the polarization-dependent fluorescence intensity along the assumed fusion pathway. For example, <xref ref-type="bibr" rid="B3">Anantharam et&#x20;al. (2010)</xref> showed that for a lipid-dye such as DiI with the excitation dipole oriented nearly parallel to the membrane, and assuming a fixed membrane geometry and homogenous label distribution, a particular combination of p- and s-pol excitation leads to a signal that is proportional essentially only to label density convolved with the distance to the glass-water interface, whereas another combination is sensitive mostly to membrane orientation. They showed that fused secretory granules in chromaffin cells typically retain their shapes for many seconds, consistent with previous reports (<xref ref-type="bibr" rid="B75">Taraska et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B76">Tran et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B3">Anantharam et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B4">Anantharam et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B18">Chiang et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B43">Karatekin, 2018</xref>; <xref ref-type="bibr" rid="B69">Shin et&#x20;al., 2018</xref>), presumably long enough for the DiI label to equilibrate. The approach requires fluorescence signals collected under alternating p- and s-pol excitation and is not suited to monitor the kinetics of rapid lipid redistribution, which is our main interest here. <xref ref-type="bibr" rid="B44">Kiessling et&#x20;al. (2010)</xref> took a similar approach to calculate fluorescence intensity changes observed during SUV-SBL fusion. They labeled SUV membranes with lipid dyes and imaged fusion events either with s- or p-pol excitation (without switching), and collected fluorescence from a small region of interest (ROI). However, interpretation relied on various assumptions, including SUV size. Importantly, they assumed lipids were transferred into the SBL from a SUV because the SUV rapidly (within &#x223c;8&#xa0;ms) flattened into the SBL. Because simultaneous monitoring of content release and lipid mixing shows that most fusion pores reseal after partial content release in a similar assay (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>), the intensity changes observed by <xref ref-type="bibr" rid="B44">Kiessling et&#x20;al. (2010)</xref> more likely represent diffusion of the lipid labels from the SUV into the SBL with the SUV retaining an omega-shape until the lipids are dispersed into the SBL. This would be an interpretation consistent with observations of secretory granule exocytosis in neuroendocrine cells (<xref ref-type="bibr" rid="B75">Taraska et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B76">Tran et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B3">Anantharam et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B4">Anantharam et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B18">Chiang et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B43">Karatekin, 2018</xref>; <xref ref-type="bibr" rid="B69">Shin et&#x20;al., 2018</xref>), enveloped viral fusion events (<xref ref-type="bibr" rid="B58">Melikyan et&#x20;al., 1993a</xref>; <xref ref-type="bibr" rid="B59">Melikyan et&#x20;al., 1993b</xref>; <xref ref-type="bibr" rid="B60">Melikyan et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B19">Cohen and Melikyan, 2004</xref>), and other reconstitutions with artificial membranes with sufficient resolution to monitor fusion pore dynamics (<xref ref-type="bibr" rid="B15">Chanturiya et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B50">Lai et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B80">Wu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B81">Wu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B82">Wu et&#x20;al., 2021</xref>), where pore flickering and slow changes in the <inline-formula id="inf209">
<mml:math id="m211">
<mml:mtext>&#x3a9;</mml:mtext>
</mml:math>
</inline-formula>-shape of the vesicle appear to be the&#x20;norm.</p>
<p>Using pTIRF microscopy, we previously reported a quantitative analysis of lipid mixing kinetics from fluorescence intensity changes observed during SUV-SBL fusion (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). A key advance was our ability to detect single lipid labels, which allowed estimation of the SUV size for every fusion event. With the SUV area known, release kinetics could be interpreted and related to fusion pore properties quantitatively using a model. However, the approach suffered from two major bottlenecks: visual detection of SUV-SBL fusion events and tracking single lipids to estimate <inline-formula id="inf210">
<mml:math id="m212">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Here we have improved both of these processes, by optimizing the excitation polarization to make event detection easier and using a modified model for fitting fluorescence profiles so that <inline-formula id="inf211">
<mml:math id="m213">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
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<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> can be estimated without need for lengthy single particle tracking.</p>
<p>Choosing the optimal excitation polarization is critical, because polarization effects can contribute an increase or a decrease to the total intensity change upon fusion. In the latter case polarization-related intensity variations work against evanescent field decay (and dequenching) effects so the change in total intensity upon fusion is reduced or even abolished. Such events become particularly challenging, if not impossible, to detect and analyze. Excitation light used in commercial TIRF microscopes is typically polarized, but the polarization characteristics are rarely specified and the polarization angle cannot be controlled. Additionally, there seems to be no convention in design, as two commercial systems we tested in the past used s-pol (Nikon Eclipse Ti) or p-pol (Olympus CellTIRF) excitation.</p>
<p>With no possibility of changing the excitation polarization with a commercial TIRF microscope, one could in principle use a fluorophore with the excitation dipole oriented with respect to the membrane such that membrane fusion results in a maximal increase in total intensity. However, the orientation of the excitation dipole moment for many fluorophores is not known and compromises may need to be made in other parameters such as excitation and emission maxima, photostability, and/or brightness. To overcome these limitations, here we built a TIRF microscope with continuously variable excitation polarization using off-the-shelf components and controlled it using open-source software. We monitored SUV-SBL fusion events using various excitation polarization angles <inline-formula id="inf212">
<mml:math id="m214">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula>. We found that for the commonly used lipid label LR-PE, purely polarization effects can vary &#x3e;2-fold. The polarization that results in the largest intensity increase upon fusion is optimal for detection of fusion events, greatly reducing the time spent in event-identification.</p>
<p>In addition to optimizing the excitation polarization, we improved the analysis pipeline by a more robust procedure that allows estimation of lipid diffusivity <inline-formula id="inf213">
<mml:math id="m215">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> without need for time-consuming single-particle tracking. For initial experiments, the mean intensity of single lipid-linked fluorophores is still required to estimate <inline-formula id="inf214">
<mml:math id="m216">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, but long and continuous tracks are not needed as they would be for estimation of <inline-formula id="inf215">
<mml:math id="m217">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> from single particle tracks. Once the relationship between the fluorescence intensity reduction factor <inline-formula id="inf216">
<mml:math id="m218">
<mml:mrow>
<mml:msub>
<mml:mtext>&#x3bb;</mml:mtext>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the vesicle radius <inline-formula id="inf217">
<mml:math id="m219">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is determined for a given optical setup, lipid label, and excitation polarization (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>), subsequent experiments become simpler as the mean single lipid intensity <inline-formula id="inf218">
<mml:math id="m220">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is no longer needed to estimate <inline-formula id="inf219">
<mml:math id="m221">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Another major advantage of such a calibration is that constraints on frame rates and high intensity illumination can be relaxed. For single lipid detection, high intensity illumination and &#x223c;10&#x2013;30&#xa0;ms exposure are typically needed. Shorter exposure times result in poor signal-to-noise, while longer exposures result in motion-blur. With no need for single-lipid sensitivity, acquisition rates can be increased several fold to capture lipid release kinetics with better time-resolution. Although our camera is limited to a sampling rate of &#x223c;56 frames/s full-frame, with cropping and binning, sampling rates of &#x223c;1&#xa0;KHz or even higher are feasible (note that high spatial resolution is not a critical requirement for this application).</p>
<p>As an illustrative example, we explored how fusion pore dynamics depend on SNARE copy numbers and membrane curvature. We first confirmed our previous finding that lipid mixing kinetics are slower than expected for diffusion for most fusion events, suggesting the fusion pore hinders lipid release (<xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>). In addition, here we have uncovered a weak correlation between pore openness, <inline-formula id="inf220">
<mml:math id="m222">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the vesicle area, <inline-formula id="inf221">
<mml:math id="m223">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Both the number of v-SNAREs per liposome, <inline-formula id="inf222">
<mml:math id="m224">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and vesicle curvature <inline-formula id="inf223">
<mml:math id="m225">
<mml:mi>C</mml:mi>
</mml:math>
</inline-formula> appear to contribute to the trend. The finding that pore openness, <inline-formula id="inf224">
<mml:math id="m226">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, increases with <inline-formula id="inf225">
<mml:math id="m227">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for small values of <inline-formula id="inf226">
<mml:math id="m228">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is consistent with previous findings that increased SNARE copy numbers lead to larger fusion pores (<xref ref-type="bibr" rid="B81">Wu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Bao et&#x20;al., 2018</xref>).</p>
<p>We expect the description of our simple polarized TIRF setup and analysis procedure will be of interest to researchers studying mechanisms of membrane fusion using reconstituted liposomes (<xref ref-type="bibr" rid="B44">Kiessling et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B74">Stratton et&#x20;al., 2016</xref>), purified secretory granules (<xref ref-type="bibr" rid="B47">Kreutzberger et&#x20;al., 2017</xref>), synaptic vesicles (<xref ref-type="bibr" rid="B48">Kreutzberger et&#x20;al., 2019</xref>), enveloped viruses (<xref ref-type="bibr" rid="B31">Floyd et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B39">Ivanovic et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B13">Bulow et&#x20;al., 2020</xref>), virus like particles (<xref ref-type="bibr" rid="B20">Costello et&#x20;al., 2013</xref>), live cell exocytosis (<xref ref-type="bibr" rid="B3">Anantharam et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B4">Anantharam et&#x20;al., 2012</xref>), or any other system in which membrane fusion can be monitored using polarized TIRFM.</p>
</sec>
<sec sec-type="materials|methods" id="s4">
<title>Materials and Methods</title>
<sec id="s4-1">
<title>Materials</title>
<p>1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (POPC), 1,2-dioleoyl-sn-glycero-3-phospho-L-serine (sodium salt) (DOPS), 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphoethanolamine (POPE), 1-stearoyl-2-arachidonoyl-sn-glycero-3-phosphoethanolamine (SAPE), 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine-N-(lissamine rhodamine B sulfonyl) (LR-PE), 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine-N-(7-nitro-2-1,3-benzoxadiazol-4-yl) (NBD-PE), and 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine-N-[methoxy(polyethylene glycol)-2000] (PEG2K-PE) were purchased from Avanti Polar Lipids (Alabaster, AL). NBD-PE (0.5&#xa0;mol%) was included only in the t-SNARE SBL to test SBL fluidity using fluorescence recovery after photobleaching (<xref ref-type="bibr" rid="B41">Karatekin and Rothman, 2012</xref>; <xref ref-type="bibr" rid="B62">Nikolaus and Karatekin, 2016</xref>).</p>
</sec>
<sec id="s4-2">
<title>Recombinant Protein Expression and Purification</title>
<p>Recombinant proteins vesicle-associated membrane protein 2 (VAMP2, also known as synaptobrevin-2), syntaxin-1, and synaptosomal-associated protein 25 (SNAP25) were expressed, purified, and reconstituted into SUVs as described in detail previously (<xref ref-type="bibr" rid="B42">Karatekin et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B41">Karatekin and Rothman, 2012</xref>). Plasmids were a generous gift from J.&#x20;E. Rothman (Yale University). A lipid-to-protein ratio (L:P) of 200 was used for vSUVs and 5,000 or 10,000 for tSBLs.</p>
</sec>
<sec id="s4-3">
<title>Preparation of SUVs and SBLs</title>
<p>For reconstitution of protein, we used the method of refs. <xref ref-type="bibr" rid="B42">Karatekin et&#x20;al. (2010)</xref>; <xref ref-type="bibr" rid="B41">Karatekin and Rothman (2012)</xref>. We used the following molar ratios for the vSUVs: POPC/DOPS/(SAPE or POPE)/PEG2KPE/LR &#x3d; 54/20/20/5/1. The t-SBLs harbored one t-SNARE complex for every 5,000 or 10,000 lipids, and the lipid composition was (in molar ratios) POPC/DOPS/(SAPE or POPE)/PEG2KPE/NBD-PE &#x3d; 69.5/10/15/5/0.5. As negative controls, we included the soluble cytoplasmic domain of the v-SNARE VAMP2 (CDV, residues 1&#x2013;92, 10&#xa0;&#x3bc;M) which associates with the t-SNAREs on the tSBL and inhibits docking and fusion of vSUVs. SUV diameters were 20&#x2013;200&#xa0;nm, estimated from dynamic light scattering (DynaPro NanoStar, Wyatt Technology, Santa Barbara, CA, United Sates).</p>
</sec>
<sec id="s4-4">
<title>Estimation of SNARE Copy Numbers Per SUV</title>
<p>For every batch of vSUVs, we calculated the actual lipid-to-protein ratio (LP) following ref. <xref ref-type="bibr" rid="B42">Karatekin et&#x20;al. (2010)</xref>. The lipid concentration was estimated using LR-PE fluorescence which was independently calibrated using standard solutions. The protein concentration was estimated from SDS-PAGE gels stained with Sypro Orange (MilliporeSigma, St. Louis, MO) running against a known concentration. Assuming an area per lipid (<xref ref-type="bibr" rid="B38">Hung et&#x20;al., 2007</xref>) <inline-formula id="inf227">
<mml:math id="m229">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>l</mml:mi>
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</mml:mrow>
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<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> we estimated the SNARE density <inline-formula id="inf228">
<mml:math id="m230">
<mml:mrow>
<mml:msub>
<mml:mtext>&#x393;</mml:mtext>
<mml:mrow>
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</mml:mrow>
</mml:math>
</inline-formula> for each batch. For most batches, the resulting snare density was <inline-formula id="inf229">
<mml:math id="m231">
<mml:mrow>
<mml:mn>3600</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
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</mml:mrow>
</mml:math>
</inline-formula>, with actual <inline-formula id="inf230">
<mml:math id="m232">
<mml:mrow>
<mml:mi>L</mml:mi>
<mml:mi>P</mml:mi>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>400</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. For every event that could be analyzed, the vesicle area <inline-formula id="inf231">
<mml:math id="m233">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
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<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was calculated using <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>, which allowed us to estimate the number of v-SNAREs per SUV, <inline-formula id="inf232">
<mml:math id="m234">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>&#x393;</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s4-5">
<title>Polarized TIRF Microscopy Setup</title>
<p>Outputs from a LuxX 488&#xa0;nm or 638&#xa0;nm continuous-wave diode-pumped laser (200 or 150&#xa0;mW maximum power, respectively, Omicron, Rodgau-Dudenhofen, Germany) were each coupled to a polarization maintaining fiber. The output of a 561&#xa0;nm laser (150&#xa0;mW maximum power, Cobolt 04-01 Series, Jive, Solna, Sweden) was modulated by an acousto-optical modulator (PCAOM V-50, Crystal Technology, Inc., Palo Alto, CA) before coupling into another polarization maintaining fiber. The fibers were combined into a single fiber using a polarization maintaining wavelength division multiplexer (OZ Optics, Ottawa, Canada). The fiber carrying the combined wavelengths was mounted onto a manual rotation mount (Thorlabs, Newton, NJ). We set the desired excitation field polarization by rotating this mount. If desired, the polarization ratio can be improved by inserting a Glan-Taylor prism, but in practice this complicates alignment as polarization is rotated and was not used. The beam was then expanded and passed through an adjustable diaphragm before being reflected by a mirror whose position was controlled by a motorized actuator (CONEX-TRB12CC DC servo actuator, Newport, Irvine, CA). The beam then went through a tube lens, an excitation filter (ZET488/10x, ZET561/10x, or ZET640/20x, Chroma), and a dichroic mirror (ZT488rdc, ZT640rdc, Chroma) before focusing onto the back focal plane of an Olympus PlanApo 60x/1.45 Oil TIRF objective, mounted on an inverted microscope (IX81, Olympus, Tokyo, Japan). Fluorescence was collected through the same objective, passed through a HHQ500LP and ET525/50m, HHQ575LP, and ET610/60M, or HQ660LP and ET700/75 (Chroma), and detected using an EM-CCD camera (Ixon-ultra-897, Andor, Belfast, United&#x20;Kingdom). One pixel corresponded to 265&#xa0;nm in the sample plane. We stream-recorded 60&#xa0;s movies (3,300 frames) with exposure time 17.8&#xa0;ms (duty cycle 18.3&#xa0;ms). The microscope, including the mirror position for setting the evanescence depth was controlled by micro-manager (<xref ref-type="bibr" rid="B29">Edelstein et&#x20;al., 2014</xref>) (the configuration file is available upon request). All experiments were carried at 32&#xb0;C, using a heated stage insert (Thermo Plate, Tokai Hit, Shizuoka-ken, Japan).</p>
</sec>
<sec id="s4-6">
<title>Evanescent Field Depth Calibration</title>
<p>The evanescent field depth was estimated by measuring the angle of incidence, <inline-formula id="inf233">
<mml:math id="m235">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula>, of the excitation beam with respect to the normal of the imaging plane, and using (<xref ref-type="bibr" rid="B6">Axelrod, 2008</xref>) <inline-formula id="inf234">
<mml:math id="m236">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mn>4</mml:mn>
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<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>n</mml:mi>
<mml:mi>g</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>s</mml:mi>
<mml:mi>i</mml:mi>
<mml:msup>
<mml:mi>n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>n</mml:mi>
<mml:mi>w</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mrow>
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<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf235">
<mml:math id="m237">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>561</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the laser excitation wavelength, and <inline-formula id="inf236">
<mml:math id="m238">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>g</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.52</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf237">
<mml:math id="m239">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.33</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> are the refractive indices for glass and water, respectively. An N-BK7 right-angle prism (20&#xa0;mm per side, PS908, Thorlabs) was coupled to the TIRF objective using a cover slip and oil matching the refractive index of the glass. Adjusted to the same mirror position used in the SUV-SBL fusion experiments, the laser beam passed from the objective into the prism undeflected but was refracted at the glass-air interface as it emerged from the prism. The beam was projected onto a wall and the simple geometry was used to calculate the angle of incidence, <inline-formula id="inf238">
<mml:math id="m240">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>71.8</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>72.6</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, corresponding to <inline-formula id="inf239">
<mml:math id="m241">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>77</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>79</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. The highest intensity of the projected spot on the wall was found at <inline-formula id="inf240">
<mml:math id="m242">
<mml:mrow>
<mml:mn>72.2</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf241">
<mml:math id="m243">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>78</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">nm</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s4-7">
<title>Microfluidic Channels and SBL Formation</title>
<p>We followed ref. <xref ref-type="bibr" rid="B41">Karatekin and Rothman (2012)</xref>. Briefly, microfluidic channels were made by bonding a block of poly(dimethyl siloxane) (PDMS) replica of a microfabricated structure onto a glass coverslip. Prior to bonding, holes were punched into the PDMS block using a hole puncher (Schmidt Manual Press, Schmidt Technology, Cranberry Twp., PA) to connect tubing for introducing solutions. Coverslips (24&#xa0;mm by 60&#xa0;mm) were treated with air plasma for 10&#xa0;min in a plasma cleaner (LTD Model SP100 Plasma system, Anatech, United Sates, Sparks, NV) before bonding to the PDMS. The PDMS was not plasma treated but was placed under vacuum for at least 20&#xa0;min to avoid bubble formation during experiments. After assembly of microfluidic channels, a diluted and degassed tSUV or pfSUV suspension was introduced into the channels and incubated for at least 30&#xa0;min. Unbound SUVs were rinsed away. SBL fluidity was tested using fluorescence recovery after photobleaching (FRAP) using the 488&#xa0;nm laser to excite NBD-PE (<xref ref-type="bibr" rid="B41">Karatekin and Rothman, 2012</xref>; <xref ref-type="bibr" rid="B62">Nikolaus and Karatekin, 2016</xref>). Occasionally, SUVs adhered to the glass coverslip but did not burst and form a continuous fluid bilayer. In such cases, the coverslips were additionally incubated with reconstitution buffer (25&#xa0;mM HEPES-KOH, 140&#xa0;mM KCl, 100&#xa0;&#xb5;M EGTA, and 1&#xa0;mM DTT, pH 7.4) with 10&#xa0;mM&#xa0;Mg<sup>2&#x2b;</sup> for at least 30&#xa0;min and then thoroughly rinsed with Mg<sup>2&#x2b;</sup> free buffer.</p>
</sec>
<sec id="s4-8">
<title>Detection and Analysis of Fusion Events</title>
<p>Prior to flowing SUVs into a microfluidic channel, the SBL in the viewfield was continuously bleached by 561&#xa0;nm excitation to reduce background fluorescence. When the first v-SUVs reached the viewfield, image acquisition was initiated to record a 1-min movie consisting of 3,300 frames. Data was recorded for four different excitation polarizations, 0&#xb0; (s-pol), 30&#xb0;, 60&#xb0;, and 90&#xb0; (p-pol).</p>
<p>Analysis of vesicle fusion was done offline and began with visual identification of fusion events which were then tracked using the SpeckleTrackerJ plugin (<xref ref-type="bibr" rid="B71">Smith et&#x20;al., 2011</xref>) of ImageJ (<xref ref-type="bibr" rid="B66">Schneider et&#x20;al., 2012</xref>) with subpixel resolution. Tracks started the first frame in which a SUV docked onto the SBL until the frame in which it fused with the SBL, as evidenced by the onset of a sudden change in fluorescence intensity, accompanied by the spread of the signal. The track length defined the docking-to-fusion delay <inline-formula id="inf242">
<mml:math id="m244">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Fusion events were further analyzed using PYME (<ext-link ext-link-type="uri" xlink:href="http://www.python-microscopy.org">www.python-microscopy.org</ext-link>) and the Python Anaconda platform. The pixel intensities surrounding a particle&#x2019;s centroid position were summed within concentric circular regions of interest (ROI) with five different radii (3, 5, 7, 9, and 11 pixels radius). The analysis extended from 10 frames prior to docking until 50 frames after fusion. For each fusion event, the total intensity for all radii were simultaneously fitted to a model function which captures both the radial shape of the point-spread function and the expected radial spreading of the released dye due to diffusion. The use of a model encoding this radial information and fitted to multiple different sized ROIs allowed us to estimate the lipid diffusion coefficient, <inline-formula id="inf243">
<mml:math id="m245">
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<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
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<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the bleaching time, <inline-formula id="inf244">
<mml:math id="m246">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
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<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the lipid release time, <inline-formula id="inf245">
<mml:math id="m247">
<mml:mrow>
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<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
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<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, as independent parameters in the fit. Our specific model function describing the total intensity within a radius <inline-formula id="inf246">
<mml:math id="m248">
<mml:mi>R</mml:mi>
</mml:math>
</inline-formula> was as follows:<disp-formula id="e3">
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<label>(3)</label>
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</inline-formula> is the gain in intensity that a dye molecule experiences transiting from the vesicle into the bilayer. The bleaching rate is assumed to be proportional to excitation efficiency. The traces were background subtracted and normalized to the total intensity of the docked vesicle before fitted using a weighted least squares fit. Free parameters were <inline-formula id="inf251">
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</inline-formula>. Fit quality was evaluated visually for every fit and poor fits were excluded from further analysis. Fusion events with docking-to-fusion delays <inline-formula id="inf252">
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</inline-formula> frames were excluded, as shorter docking times did not result in good&#x20;fits.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>All data generated or analysed during this study are included in this published article (and its supplementary material files). In particular, all data underlying the results are provided as matlab.fig files (see <xref ref-type="sec" rid="s10">Supplementary Materials</xref>) from which the plotted data points can be extracted. The algorithm used to fit the fusion traces is available as part of the open-source python-microscopy environment (<ext-link ext-link-type="uri" xlink:href="www.python-microscopy.org">www.python-microscopy.org</ext-link>), with the majority of the relevant logic found in the &#x201c;fusionRadial.py&#x201d; module - <ext-link ext-link-type="uri" xlink:href="https://github.com/python-microscopy/python-microscopy/blob/master/PYME/experimental/fusionRadial.py">https://github.com/python-microscopy/python-microscopy/blob/master/PYME/experimental/fusionRadial.py</ext-link>. A python-microscopy &#x201c;recipe&#x201d; for automated analysis, and instructions for its use are available on request.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>JN, DB, and EK contributed to conception and design of the study. JN and KH performed the experiments. All authors contributed to data analysis and interpretation. DB wrote the data fitting algorithm. EK wrote the first draft of the article. All authors contributed to article revision, read, and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>KH was supported by Yale NSF REU Site (NSF DBI-175549 and NSF DBI-2050777) and Yale&#x2019;s Program in Physics, Engineering and Biology. We acknowledge funding from the National Institutes of Health, National Institute of Neurological Disorders and Stroke (grant R01 NS113236 to EK), and the National Eye Institute (R01 EY010542 to EK), and the Wellcome Trust (grant 203285/B/16/Z to DB). The funders had no influence in the design, execution, and interpretation of the&#x20;study.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>We thank Vladimir Polejaev (Yale West Campus Imaging Core) for building the polarized TIRF microscope.</p>
</ack>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmolb.2021.740408/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmolb.2021.740408/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Presentation1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.ZIP" id="SM2" mimetype="application/ZIP" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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