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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2021.715431</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Use of Tissue Engineering to Fabricate Perfusable 3D Brain Microvessels <italic>in vitro</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Galpayage Dona</surname> <given-names>Kalpani N. Udeni</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1365195/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Hale</surname> <given-names>Jonathan Franklin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1444831/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Salako</surname> <given-names>Tobi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1395846/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Anandanatarajan</surname> <given-names>Akanksha</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1444894/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tran</surname> <given-names>Kiet A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1353536/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>DeOre</surname> <given-names>Brandon J.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1357317/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Galie</surname> <given-names>Peter Adam</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1394358/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ramirez</surname> <given-names>Servio Heybert</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/668887/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Andrews</surname> <given-names>Allison Michelle</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/288974/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Pathology and Laboratory Medicine, Lewis Katz School of Medicine at Temple University</institution>, <addr-line>Philadelphia, PA</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Biomedical Engineering, Rowan University</institution>, <addr-line>Glassboro, NJ</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>The Center for Substance Abuse Research, Lewis Katz School of Medicine at Temple University</institution>, <addr-line>Philadelphia, PA</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Shriners Hospitals Pediatric Research Center</institution>, <addr-line>Philadelphia, PA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Clotilde Lecrux, McGill University, Canada</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Dan Predescu, Rush University, United States; William F. Jackson, Michigan State University, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Allison Michelle Andrews, <email>allison.andrews@temple.edu</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Vascular Physiology, a section of the journal Frontiers in Physiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>715431</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>05</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Galpayage Dona, Hale, Salako, Anandanatarajan, Tran, DeOre, Galie, Ramirez and Andrews.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Galpayage Dona, Hale, Salako, Anandanatarajan, Tran, DeOre, Galie, Ramirez and Andrews</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 terms.</p></license>
</permissions>
<abstract>
<p>Tissue engineering of the blood-brain barrier (BBB) <italic>in vitro</italic> has been rapidly expanding to address the challenges of mimicking the native structure and function of the BBB. Most of these models utilize 2D conventional microfluidic techniques. However, 3D microvascular models offer the potential to more closely recapitulate the cytoarchitecture and multicellular arrangement of <italic>in vivo</italic> microvasculature, and also can recreate branching and network topologies of the vascular bed. In this perspective, we discuss current 3D brain microvessel modeling techniques including templating, printing, and self-assembling capillary networks. Furthermore, we address the use of biological matrices and fluid dynamics. Finally, key challenges are identified along with future directions that will improve development of next generation of brain microvasculature models.</p>
</abstract>
<kwd-group>
<kwd>BBB</kwd>
<kwd>NVU</kwd>
<kwd>microfluidics</kwd>
<kwd>bioengineering</kwd>
<kwd>brain endothelial cells</kwd>
</kwd-group>
<contract-num rid="cn001">K01DA046308</contract-num>
<contract-num rid="cn001">R01DA046833</contract-num>
<contract-num rid="cn001">R01DA052970</contract-num>
<contract-num rid="cn001">P30DA013429</contract-num>
<contract-sponsor id="cn001">National Institute on Drug Abuse<named-content content-type="fundref-id">10.13039/100000026</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="77"/>
<page-count count="8"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>The blood-brain barrier (BBB) is a highly organized and dynamic structure that acts as a physiological barrier between the central nervous system (CNS) and cerebral blood flow. It continuously regulates the passage of molecules and ions at the capillary level to maintain brain homeostasis (<xref ref-type="bibr" rid="B1">Abbott, 2013</xref>). Specialized brain microvascular endothelial cells (BMVECs) with distinct barrier functionalities distinguish the brain capillaries from other peripheral vessels due to the presence of highly developed and organized tight junctional complexes (TJCs) as well as molecular transporters (<xref ref-type="bibr" rid="B6">Bazzoni and Dejana, 2004</xref>; <xref ref-type="bibr" rid="B63">Saili et al., 2017</xref>; <xref ref-type="bibr" rid="B18">Castro Dias et al., 2019</xref>). The cell-cell interaction of BMVECs influences most molecular traffic to take a transcellular route, from the luminal (apical) to the abluminal (basolateral) side of ECs, which provides selectivity for the barrier (<xref ref-type="bibr" rid="B1">Abbott, 2013</xref>; <xref ref-type="bibr" rid="B49">Lochhead et al., 2020</xref>). Additionally, the increased contact points of TJs restrict movement in the plasma membrane from the apical and basolateral side, contributing to a polarized expression of proteins (<xref ref-type="bibr" rid="B6">Bazzoni and Dejana, 2004</xref>). Entry for molecules, like glucose, pass through GLUT1 transporters while large hydrophilic molecules like peptides and proteins are generally restricted, unless shuttled through receptor-mediated transcytosis (<xref ref-type="bibr" rid="B8">Bickel et al., 2001</xref>). BMVECs also express multiple efflux pumps on their luminal surface that regulate uptake of larger lipophilic molecules, including many drugs, into the brain (<xref ref-type="bibr" rid="B2">Abbott et al., 2010</xref>). Conversely, blood gases like CO2 and O2, diffuse freely across the lipid membrane down their concentration gradients.</p>
<p>In addition to the BMVECs, neurons, glial cells, pericytes, and the astrocytic end-feet that surround vessels form a functional unit (<xref ref-type="bibr" rid="B3">Abbott et al., 2006</xref>). Pericytes embedded in the basement membrane wrap around the endothelium and contribute to astrocytic polarization (<xref ref-type="bibr" rid="B12">Bonkowski et al., 2011</xref>; <xref ref-type="bibr" rid="B36">Gundersen et al., 2014</xref>). The BBB is not a standalone structure; supporting cells play a significant role in the signaling of BBB modalities to regulate the cerebral microenvironment under dynamic physiological or pathological conditions. Together, the association of these components form what is known as the &#x201C;neurovascular unit&#x201D; (NVU) (<xref ref-type="bibr" rid="B76">Zhang et al., 2012</xref>).</p>
<p>For decades, animal and 2D models have advanced our understanding of BBB biology. While informative, <italic>in vivo</italic> studies are resource and time consuming, and the species differences between humans and animal have minimized the translatability of the results to clinical applications. A lack of predictive outcomes is attributed in part due to diverging features like cell-cell signaling, transporter expression, and other physiological differences (<xref ref-type="bibr" rid="B4">Aday et al., 2016</xref>; <xref ref-type="bibr" rid="B66">Song et al., 2020</xref>). <italic>In vitro</italic> models, offer the ability to use human primary cells, which can bridge the gap to clinical translation by minimizing species differences. Additionally, <italic>in vitro</italic> models are tunable and provide a platform to finely control various aspect of BBB properties. However, planar <italic>in vitro</italic> models fail to mimic the complex features of the NVU. The most commonly used Boyden chamber system, consisting of a porous membrane separating two compartments, fails to facilitate the cylindrical geometry of <italic>in vivo</italic> vasculature as well as dynamic mechanical stimuli exerted by fluid flow. Shear stress and cyclic strain caused by physiological fluid flow have been shown to be critical to microvascular function and high <italic>trans-</italic>endothelial electric resistance (TEER) values (<xref ref-type="bibr" rid="B21">Colgan et al., 2007</xref>; <xref ref-type="bibr" rid="B25">Cucullo et al., 2013</xref>). Furthermore, many organ-on-a-chip platforms are based on 2D models of the BBB that cannot replicate the complex network topology of vessels formed <italic>in vivo</italic>. Thus, there is a pressing need to develop a functional <italic>in vitro</italic> model that recapitulates the key relationships between cells and the dynamic nature of the NVU.</p>
<p>Recent advances in biomaterials and microfluidic device fabrication allows for the recreation of a more physiologically relevant model. In this prospective, we primarily focus on the various approaches to create 3D BBB tubular model designs (vessel formation, structural support, physical characteristics), then evaluate future directions and challenges. A word about terminology related to the use of the word microvessels. In its broadest definition, the sizes of blood vessels in the human body range from capillaries (&#x003C;8 &#x03BC;m), microvessels (&#x003C;1 mm), small vessels (1&#x2013;6 mm), and large vessels (&#x003E;6 mm in diameter) (<xref ref-type="bibr" rid="B19">Chang and Niklason, 2017</xref>; <xref ref-type="bibr" rid="B77">Zhou et al., 2020</xref>). Cross-sectional measurements of brain microvessels derived from casting studies of human brains shows arterioles and arteries in the range of 50&#x2013;240 &#x03BC;m while post-capillary venules and veins range from 20 to 380 &#x03BC;m (<xref ref-type="bibr" rid="B29">Duvernoy et al., 1981</xref>; <xref ref-type="bibr" rid="B61">Reina-De La Torre et al., 1998</xref>). A large majority of the vasculature in the brain is capillary which are found to range from 3 to 7.5 &#x03BC;m (<xref ref-type="bibr" rid="B29">Duvernoy et al., 1981</xref>; <xref ref-type="bibr" rid="B61">Reina-De La Torre et al., 1998</xref>). Therefore, in this perspective the use of the term microvessel, refers to vascular structures that are sized below small vessels (under 1 mm). We do not discuss <italic>in vitro</italic> organoids, another emerging area, due to the difficulty associated with applying fluid flow through microvessels at controlled and consistent flow rates. Overall, the next generation of 3D models has great promise to advance discoveries and treatments in areas of toxicology, drug delivery, neuropathology, infectious agents, and gene therapy.</p>
</sec>
<sec id="S2">
<title>3D Brain Microvessel Fabrication</title>
<p>Multiple vascularization techniques have been developed to create 3D brain microvessel models <italic>in vitro</italic>, including 3D templating technique, 3D printing, and self-assembling-based techniques (<xref ref-type="fig" rid="F1">Figure 1</xref>), which will be discussed below in detail.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Techniques for fabrication of 3D brain microvessels and capillary-like structures. Techniques that have been used to create 3D BBB structures include 3D printing, 3D templating, and self-assembled microvascular networks. Advantages and disadvantages for each are presented as well as references for each technique used to model the BBB. (&#x002A;) Indicates models that use iPSC-derived ECs which are brain endothelial-like, as recent RNA-Sec data suggests these are more neuro-epithelial (<xref ref-type="bibr" rid="B50">Lu et al., 2021</xref>).</p></caption>
<graphic xlink:href="fphys-12-715431-g001.tif"/>
</fig>
<sec id="S2.SS1">
<title>3D Templating</title>
<p>The most commonly used 3D microvessel modeling technique for the BBB is the 3D templating technique (<xref ref-type="bibr" rid="B56">Partyka et al., 2017</xref>; <xref ref-type="bibr" rid="B34">Grifno et al., 2019</xref>; <xref ref-type="bibr" rid="B47">Linville et al., 2019</xref>, <xref ref-type="bibr" rid="B45">2020b</xref>,<xref ref-type="bibr" rid="B46">c</xref>; <xref ref-type="bibr" rid="B14">Bouhrira et al., 2020</xref>; <xref ref-type="bibr" rid="B16">Buzhdygan et al., 2020</xref>). This method creates a cylindrical microchannel surrounded by extracellular matrix (ECM), which can be lined with endothelial cells (ECs). The cylindrical microchannel is formed by inserting a cylindrical object (e.g., microneedle, thin rod, wire) into an ECM (hydrogel), typically collagen type I or fibrin, and removing the cylindrical object after the ECM is fully formed. An alternative methodology to accomplish a similar cylindrical microchannel is through Saffman&#x2013;Taylor instability, in which a low viscosity liquid displaces a more viscous fluid from an ECM thus forming the cylindrical vessel (<xref ref-type="bibr" rid="B38">Herland et al., 2016</xref>). The 3D templating technique is only suitable to construct large linear blood vessels ranging from 60 to 700 &#x03BC;m (<xref ref-type="bibr" rid="B59">Price et al., 2010</xref>; <xref ref-type="bibr" rid="B11">Bogorad et al., 2015</xref>; <xref ref-type="bibr" rid="B74">Wang et al., 2018</xref>). Then ECs are introduced into the inner channel to form a monolayer that lines the lumen. However, smaller vessel diameters increase the difficulties in sufficiently seeding EC to create a fully confluent vessel, though a recent study demonstrated the potential of using growth factor gradients to aid in endothelialization (<xref ref-type="bibr" rid="B44">Linville et al., 2016</xref>). Perhaps more crucially, this 3D templating technique is incapable of yielding the branched networks due to the manner in which the cylindrical object is removed from the ECM (<xref ref-type="bibr" rid="B59">Price et al., 2010</xref>; <xref ref-type="bibr" rid="B15">Buchanan et al., 2014</xref>). However, simplistic bifurcation models are possible such as that by <xref ref-type="bibr" rid="B14">Bouhrira et al. (2020)</xref>. Although not a true branched vasculature, the sharp turn in fluid entry creates disturbed flow patterns in both steady and physiological waveforms (<xref ref-type="bibr" rid="B14">Bouhrira et al., 2020</xref>, <xref ref-type="bibr" rid="B13">2021</xref>). Most 3D microvessel models consist of a single vessel, however, multiple side by side vessel scaffolds can also be created (<xref ref-type="bibr" rid="B43">Linville et al., 2020a</xref>). The dual vessel design can be used for access to the luminal vs. abluminal compartment. This configuration can allow for the generation of hydrostatic pressure and mechanical stress as well as to measure transendothelial-electrical resistance (TEER) (<xref ref-type="bibr" rid="B56">Partyka et al., 2017</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>3D Printing</title>
<p>In contrast to the templating technique, 3D printing employs principles of additive layer-by-layer deposition and sacrificial removal of filler material. Additionally, living cells can be printed in a 3D space using computer-aided design. There are two major technologies that have been used for the BBB: extrusion- and light-based bioprinting.</p>
<p>In the <italic>Extrusion-based printing (EBB) technique</italic>, biomaterials are extruded out of the printhead or nozzle by applying mechanical or pneumatic pressure. Inorganic substates are commonly extruded to create thin tubes which serve as a scaffold for a model of the BBB (<xref ref-type="bibr" rid="B24">Cucullo et al., 2007</xref>, <xref ref-type="bibr" rid="B26">2011</xref>, <xref ref-type="bibr" rid="B25">2013</xref>). Although some materials naturally create a porous structure during the extrusion process, most require additional micromachining to create uniform pores (<xref ref-type="bibr" rid="B26">Cucullo et al., 2011</xref>). Limitations include a thick wall which prevents the interactions of cells grown on the inner lumen and those on the outside surface and the size of extruded structures is limited by the nozzle size. For example, the dynamic <italic>in vitro</italic> blood-brain barrier (DIV-BBB) utilizes hollow polypropylene fibers which are 150 &#x03BC;m thick and prevents any direct cell interactions (<xref ref-type="bibr" rid="B24">Cucullo et al., 2007</xref>, <xref ref-type="bibr" rid="B25">2013</xref>). Many inorganic scaffolds are not translucent and thus visualizing the cells inside to verify a completely endothelialized structure is more challenging. Another aspect of inorganic substrates is that they are generally more rigid than organic ones. These inorganic scaffolds have not been used with a surrounding matrix but future models could incorporate a hydrogel to generate a parenchymal microenvironment. In addition to indirect printing of scaffolding templates, direct printing by extrusion is an alternative method which allows the incorporation of cells and biomolecules but has yet to be used in models of the BBB.</p>
<p><italic>Light-based printing (LBB)</italic> is a very fast and continuous 3D printing process which uses light as the energy source to crosslink biomaterials to form a scaffold. Most commonly utilized is UV or near UV wavelengths to polymerize hydrogels which may contain cells and proteins. This technique offers several advantages including very high resolution, creation of complex branching and tapering of vessel scaffolds in a 3D space (<xref ref-type="bibr" rid="B35">Grigoryan et al., 2019</xref>). With regards to BBB models, two-photon lithography has recently been employed to construct a series of tubes with an average diameter of 10 and 2 &#x03BC;m wall thickness (<xref ref-type="bibr" rid="B53">Marino et al., 2018</xref>; <xref ref-type="bibr" rid="B70">Tricinci et al., 2020</xref>), close to capillary size. These structures resemble capillaries in size with the ability of a single endothelial cell to construct the lumen and for interactions with cells grown on the outer surface. As with the studies involving extruded tubes, these capillary tubes are not translucent and have not been used with a 3D matrix around the vessels. In addition to the fine scale resolution of two-photon lithography utilized by <xref ref-type="bibr" rid="B53">Marino et al. (2018)</xref> and <xref ref-type="bibr" rid="B70">Tricinci et al. (2020)</xref>, LBB has promising capabilities for branched 3D BBB models. Using the Lumen X<sup>TM</sup>, we demonstrate the ability to create scaffolds with a branching network. Furthermore, primary human brain microvascular endothelial cells completely line the scaffolding structure forming a lumen and the vessels transverse the matrix in the <italic>Z</italic>-axis (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Example of light-assistant bioprinting of 3D constructs and endothelialization with primary human brain microvascular endothelial cells (hBMVECs). 3D vascular scaffold was created using computer aided design (CAD) software and then were printed of PEGDA-GelMA using the LumenX<sup>TM</sup>. hBMVECs were grown under perfusion until completely confluent. Vessels ranged from 225 to 400 &#x03BC;m in diameter. Possible applications and measurable outcomes for 3D constructs are described.</p></caption>
<graphic xlink:href="fphys-12-715431-g002.tif"/>
</fig>
</sec>
<sec id="S2.SS3">
<title>Self-Assembled Microvasculature</title>
<p>Self-assembled-based techniques involve cells spontaneously organizing into capillary-like structures with the key presence of a lumen. These techniques can be split between angiogenic and vasculogenic approaches. Angiogenic strategies are based on cells invading into the surrounding hydrogel, whereby groups of ECs sprout, migrate, and organize to form new tubular configurations eventually forming blood vessels (<xref ref-type="bibr" rid="B72">Vailh&#x00E9; et al., 2001</xref>). The random sprouting through angiogenesis is more similar to <italic>in vivo</italic> biological processes. However, a limitation associated with angiogenesis is the replicability between constructs. Vessels sprout spontaneously, in different ways every time and some create overly dense networks (<xref ref-type="bibr" rid="B37">Haring and Johnson, 2020</xref>). The formation of these vessels is best with the structural support of fibroblasts or pericytes, which makes them a natural model for recreating the BBB (<xref ref-type="bibr" rid="B17">Campisi et al., 2018</xref>; <xref ref-type="bibr" rid="B42">Lee et al., 2020</xref>). Additionally, most angiogenic-based models have been used only with interstitial flow and higher capillary level shear stresses are difficult to achieve due to the angle of angiogenic spouts from the main vessels. Vasculogenic approaches involve culturing endothelial cells and pericytes within a hydrogel and allowing for the formation of microvessels over time. This strategy has been used to create capillary scale BBB-forming microvessels within collagen/hyaluronan composite hydrogels (<xref ref-type="bibr" rid="B57">Partyka et al., 2019</xref>; <xref ref-type="bibr" rid="B69">Tran et al., 2020</xref>). Similar to the angiogenic method, the vasculogenic protocol prohibits patterning of complex topologies since the structures are formed spontaneously. However, the application of interstitial flow can align these microvessels in a manner similar to non-BBB microvessels (<xref ref-type="bibr" rid="B55">Morin et al., 2014</xref>).</p>
</sec>
</sec>
<sec id="S3">
<title>Biological Matrices to Support Perfusable Microvessels</title>
<p>The fabricating materials used to design the microvessel must be biocompatible. In 3D bioprinting, the bio-inks must retain the biological, physical and mechanical requirements during the operation of printing. Bio-inks with or without living cells are commonly used to configure scaffolds with microvessel structures. Generally, these crosslinkable substances include hydrogels such as collagen, gelatin, fibrin, alginate, chitosan, poly (ethylene glycol)-PEG hydrogels, poly(2-hydroxyethyl methacrylate)-pHEMA and poloxamers (<xref ref-type="bibr" rid="B20">Charnley et al., 2009</xref>; <xref ref-type="bibr" rid="B75">W&#x00FC;st et al., 2011</xref>; <xref ref-type="bibr" rid="B9">Billiet et al., 2012</xref>; <xref ref-type="bibr" rid="B73">Vasile et al., 2020</xref>). These hydrogels have different properties for cell culture and growth. Some bio-inks are available in varying molecular weights which can impact the stiffness of the surrounding ECM. While stiffer substrates can be easier to manipulate, substrate stiffness and matrix density can affect EC spreading in some cases preventing full formation of endothelial cell-cell connections. Although, combining collagen hydrogels and polymer crosslinkers can improve cell attachment and the density of the collagen can encourage optimal endothelial sprouting (<xref ref-type="bibr" rid="B22">Crosby and Zoldan, 2019</xref>). It may also be necessary to include additional ECM components such as fibronectin, laminin, poly-lysine and large glycosaminoglycans (i.e., hyaluronic acid) to reinforce cell adhesion. Bio-inks are commonly mixed with living cells prior to the crosslinking process thus creating a scaffolding structure with cells embedded in the matrix.</p>
</sec>
<sec id="S4">
<title>Flow Dynamics and Stability of Microvessels</title>
<p>The cerebral vascular system exhibits different shear stress levels depending on the rate and velocity of blood flow. The typical physiological shear stress level of healthy arteries range from 10 to 70 dynes/cm (<xref ref-type="bibr" rid="B63">Saili et al., 2017</xref>), whereas healthy veins range from 1 to 6 dynes/cm<sup>2</sup> (<xref ref-type="bibr" rid="B30">Fung, 1997</xref>; <xref ref-type="bibr" rid="B52">Malek et al., 1999</xref>; <xref ref-type="bibr" rid="B58">Paszkowiak and Dardik, 2003</xref>). In brain capillaries, the blood flow is mostly heterogenous and have a broad range of shear stress levels due to the variation of vessel diameters (<xref ref-type="bibr" rid="B51">Mairey et al., 2006</xref>).</p>
<p>In particular, hemodynamic shear stress is known to modify morphology differentiation, reorganization, alignment and remodeling behaviors of EC that are significant for microvessel formation. Higher shear stress promotes EC survival and cause cells to align parallel with the direction of flow, while lower shear stress levels enhances EC apoptosis, proliferation, permeability, and shape change leading to vasoconstriction, coagulation, and platelet aggregation (<xref ref-type="bibr" rid="B41">Krizanac-Bengez et al., 2004</xref>). The shear stress, &#x03C4;, applied to ECs by laminar flow of culture medium, which is a Newtonian fluid, can be calculated using the Poiseuille equation (<xref ref-type="bibr" rid="B48">Lipowsky, 1995</xref>; <xref ref-type="bibr" rid="B30">Fung, 1997</xref>; <xref ref-type="bibr" rid="B52">Malek et al., 1999</xref>; <xref ref-type="bibr" rid="B58">Paszkowiak and Dardik, 2003</xref>; <xref ref-type="bibr" rid="B31">Galpayage Dona et al., 2020a</xref>).</p>
<disp-formula id="S4.Ex1">
<mml:math id="M1">
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mi mathvariant="normal">&#x03C4;</mml:mi>
</mml:mpadded>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>&#x2062;</mml:mo>
<mml:mi mathvariant="normal">&#x03BC;</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x03C0;</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where &#x03BC; is the viscosity of the blood, (&#x03BC;&#x223C; 0.0035 Pa.s), <italic>Q</italic> is the blood flow rate and <italic>r</italic> is the vessel radius.</p>
<p>Shear stress is a critical physiological parameter, however, perfusing 3D gels poses unique challenges relate to the mechanical properties (i.e., stiffness, stress relaxation, degradation, self-healing). It is important to note that few 3D brain microvessel models support physiological shear stresses (<xref ref-type="bibr" rid="B24">Cucullo et al., 2007</xref>, <xref ref-type="bibr" rid="B26">2011</xref>, <xref ref-type="bibr" rid="B25">2013</xref>). This may be in part due to the lack of matrices able to support the higher flow rates and the difficulties in obtaining a leak-free closed system. For that purpose, the future of 3D printed microvascular structure must address the necessity of higher shear stress level and mechanical properties of gel materials.</p>
<p>Studies on peripheral ECs have used different fluid flow patterns such as laminar, pulsatile, and turbulent flow to regulate shear stress of the 3D printed complex microstructure of a porous scaffold to employ well-formed EC monolayer (<xref ref-type="bibr" rid="B67">Song et al., 2005</xref>; <xref ref-type="bibr" rid="B65">Shao et al., 2009</xref>; <xref ref-type="bibr" rid="B27">Cui et al., 2019</xref>; <xref ref-type="bibr" rid="B40">Kinstlinger et al., 2020</xref>). These types of <italic>in vitro</italic> microfluidic studies are lacking in the field of the cerebral vasculature biology. However, <xref ref-type="bibr" rid="B13">Bouhrira et al. (2021)</xref> designed a flow system capable of generating complex, physiologically relevant flow profiles in a linear 3D BBB model. Branched networks and varying diameters adds a layer of intricacy to the shear stresses in vasculature structures. For instance, <xref ref-type="bibr" rid="B40">Kinstlinger et al. (2020)</xref> studied the flow rate of different dendritic vascular networks and observed a significant deviation between theoretical and experimental flow rate and shear stress values. These changes were explained by the fact of a small deviation of vascular radius through the network lead to a significant change of shear stress value (Eq. 1) (<xref ref-type="bibr" rid="B40">Kinstlinger et al., 2020</xref>). In regard to self-assembled networks, shear stress offered a tunable parameter for controlling bifurcations and branching. Perhaps appliable to brain ECs, <xref ref-type="bibr" rid="B71">Ueda et al. (2004)</xref> showed in Bovine pulmonary microvascular endothelial cells that the number of bifurcations and endpoints increased for networks exposed to shear stress, whereas the number of bifurcations alone increased for networks not exposed to shear stress. Moreover, the stability of the vessel can be achieved by addition of drainage channels or tapering the vessels (<xref ref-type="bibr" rid="B39">Khan and Sefton, 2011</xref>), by controlling the pressure of the vessel along the length of it.</p>
<p>Important to consider that <italic>in vivo</italic>, ECs experience the mechanical forces from the fluidic movement and interactions with blood components. Blood, in contrast to culture medium, is non-Newtonian and its boundary layer is affected by the thickness of the cell free layer, a phenomenon caused by red blood cell streaming (shear thinning). Multiple factors including hematocrit and vessel diameter, a relationship referred to as the Fahraeus-Lindquist effect, alter the magnitude and dynamics of shear stress applied to the endothelium. Additionally, the glycocalyx contributes to the homogenous blood flow distribution and mediating interactions between red blood cells with the microvasculature wall (<xref ref-type="bibr" rid="B64">Secomb et al., 1998</xref>; <xref ref-type="bibr" rid="B54">McClatchey et al., 2016</xref>). Therefore, incorporation of blood is necessary to gain a better understanding of how shear stress affects barrier structure and function.</p>
</sec>
<sec id="S5">
<title>Perspectives, Future Directions, and Conclusion</title>
<p>Advances in tissue engineering and microfabrication enhance our ability to create new models of the BBB that more accurately mimic the <italic>in vivo</italic> structure and environment. Key areas of growth for the field include capillary structures capable of maintaining physiological shear stress levels, branched and multi-caliber vessel networks in a 3D space, as well as the inclusion of functional neurons in various anatomical configurations. To date, no 3D microfluidic model of the BBB incorporates functional neurons to create a true neurovascular unit.</p>
<p>In corporation of analytic measurements is an area for future improvement. For instance, microfluidic based electrical impedance techniques have been widely used to characterize the barrier related parameters and cellular and physical properties of cells (<xref ref-type="bibr" rid="B23">Cucullo et al., 2008</xref>; <xref ref-type="bibr" rid="B28">Douville et al., 2010</xref>; <xref ref-type="bibr" rid="B68">Szulcek et al., 2014</xref>; <xref ref-type="bibr" rid="B62">Reiss and Wegener, 2015</xref>; <xref ref-type="bibr" rid="B10">Bischoff et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Galpayage Dona et al., 2017</xref>, <xref ref-type="bibr" rid="B32">2020b</xref>), but few 3D models have real-time continuous measurements (<xref ref-type="bibr" rid="B24">Cucullo et al., 2007</xref>). Instead most rely on electrodes inserted into ports connected to the inner and outer luminal compartment requiring cessation of perfusion to obtained single timepoint measurements. New innovative designs that incorporate micro electrodes into these 3D spaces could yield outputs in real-time. Additional measurable parameters could include evaluations of metabolites, nitric oxide etc.</p>
<p>For the formation of new 3D scaffolding, one potential area of exploration includes the use of degradable materials (<xref ref-type="bibr" rid="B60">Qiu et al., 2019</xref>). This methodology has the potential to create a solid foundation for brain microvessels that afterward can be dissolved leaving the vessel behind. Also, 3D bioprinters have the capability to meet the demands of creating novel 3D branched and multi-caliber vessel networks. Although 3D bio-printers have high precision and reproducibility, the majority of printable networks have not reached capillary size yet. The developmental of new bioinks and devices with greater resolution can overcome existing hurdles.</p>
<p>Another primary challenge facing the field is the selection of an appropriate cell source to mimic brain endothelium. A recent study used RNA-sequencing demonstrated that iPS-derived cells used for BBB models are more epithelial in nature, which explains their ability to exhibit high TEER values (<xref ref-type="bibr" rid="B50">Lu et al., 2021</xref>). Therefore, a better understanding of the differentiation programming of iPS-derived cells is needed to produce a brain endothelial phenotype. Another alternative to immortalized cell lines such as hCMEC/D3 is primary cells, though these sources are scarce. Primary adult human brain endothelial cells are in short supply commercially and healthy tissue derived from resections in surgical treatment of epilepsy are becoming less common (<xref ref-type="bibr" rid="B7">Bernas et al., 2010</xref>). Conversely, human brain endothelial cells isolated from fetal tissue have properties similar to adult primary cells and can be obtained from a wider range of donors and sexes (<xref ref-type="bibr" rid="B5">Andrews et al., 2018</xref>). An additional advantage from the use of human fetal tissue is the ability to isolate multiple cells of the neurovascular unit from the same donor (<xref ref-type="bibr" rid="B5">Andrews et al., 2018</xref>).</p>
<p>In summary, 3D tissue engineered models of the NVU requires the intersection of multiple fields of study, such as engineering, material science, cell biology, microfabrication and specialized expertise depending on application (toxicology, microbiology, neuroscience etc.). Undoubtedly, the advent of the next generation of physiologically akin NVU microfluidic models will greatly advance our ability to provide needed solutions for neurological diseases and disorders.</p>
</sec>
<sec id="S6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>AMA, SR, and PG contributed to the conception, outline, and editing of this perspective. BD and KT edited the manuscript. TS and AA wrote sections of the manuscript. KG generated the construct shown in <xref ref-type="fig" rid="F2">Figure 2</xref> and wrote sections of the manuscript. JH performed the imaging and image analysis shown. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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="s10">
<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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by the K01DA046308 (AMA), 5P30DA013429 (AMA), 5R01DA046833 (SR), and R01DA052970 (SR), and the Shriners Hospitals for Children 85180-PHI-20 (SR and AMA).</p>
</fn>
</fn-group>
<ack>
<p>We would like to acknowledge Hannah McGary for her contribution to the schematic in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
</ack>
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