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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">725443</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2021.725443</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of Oxygen Contamination on Propionate and Caproate Formation in Anaerobic Fermentation</article-title>
<alt-title alt-title-type="left-running-head">Baleeiro et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Effect of Oxygen on Propionate and Caproate</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Baleeiro</surname>
<given-names>Fl&#xe1;vio C. F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1093382/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ardila</surname>
<given-names>Magda S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1404559/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kleinsteuber</surname>
<given-names>Sabine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/63546/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Str&#xe4;uber</surname>
<given-names>Heike</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/300855/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Environmental Microbiology, Helmholtz Centre for Environmental Research &#x2013; UFZ, <addr-line>Leipzig</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Institute of Process Engineering in Life Science 2, Technical Biology, Karlsruhe Institute of Technology &#x2013; KIT, <addr-line>Karlsruhe</addr-line>, <country>Germany</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/266107/overview">David Strik</ext-link>, Wageningen University and Research, Netherlands</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/571498/overview">Nathaniel W. Fortney</ext-link>, Great Lakes Bioenergy Research Center (DOE), United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1376663/overview">Diana Calvo</ext-link>, Arizona State University, United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Heike Str&#xe4;uber, <email>heike.straeuber@ufz.de</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Bioprocess Engineering, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>725443</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Baleeiro, Ardila, Kleinsteuber and Str&#xe4;uber.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Baleeiro, Ardila, Kleinsteuber and Str&#xe4;uber</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>Mixed microbial cultures have become a preferred choice of biocatalyst for chain elongation systems due to their ability to convert complex substrates into medium-chain carboxylates. However, the complexity of the effects of process parameters on the microbial metabolic networks is a drawback that makes the task of optimizing product selectivity challenging. Here, we studied the effects of small air contaminations on the microbial community dynamics and the product formation in anaerobic bioreactors fed with lactate, acetate and H<sub>2</sub>/CO<sub>2</sub>. Two stirred tank reactors and two bubble column reactors were operated with H<sub>2</sub>/CO<sub>2</sub> gas recirculation for 139 and 116&#xa0;days, respectively, at pH 6.0 and 32&#xb0;C with a hydraulic retention time of 14&#xa0;days. One reactor of each type had periods with air contamination (between 97&#x20;&#xb1; 28 and 474&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, lasting from 4 to 32&#xa0;days), while the control reactors were kept anoxic. During air contamination, production of <italic>n</italic>-caproate and CH<sub>4</sub> was strongly inhibited, whereas no clear effect on <italic>n</italic>-butyrate production was observed. In a period with detectable O<sub>2</sub> concentrations that went up to 18%, facultative anaerobes of the genus <italic>Rummeliibacillus</italic> became predominant and only <italic>n</italic>-butyrate was produced. However, at low air contamination rates and with O<sub>2</sub> below the detection level, Coriobacteriia and Actinobacteria gained a competitive advantage over Clostridia and Methanobacteria, and propionate production rates increased to 0.8&#x2013;1.8&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup> depending on the reactor (control reactors 0.1&#x2013;0.8&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>). Moreover, <italic>i-</italic>butyrate production was observed, but only when Methanobacteria abundances were low and, consequently, H<sub>2</sub> availability was high. After air contamination stopped completely, production of <italic>n</italic>-caproate and CH<sub>4</sub> recovered, with <italic>n</italic>-caproate production rates of 1.4&#x2013;1.8&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup> (control 0.7&#x2013;2.1&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>). The results underline the importance of keeping strictly anaerobic conditions in fermenters when consistent <italic>n</italic>-caproate production is the goal. Beyond that, micro-aeration should be further tested as a controllable process parameter to shape the reactor microbiome. When odd-chain carboxylates are desired, further studies can develop strategies for their targeted production by applying micro-aerobic conditions.</p>
</abstract>
<kwd-group>
<kwd>carboxylate platform</kwd>
<kwd>lactate-based chain elongation</kwd>
<kwd>mixotrophy</kwd>
<kwd>micro-aerobic fermentation</kwd>
<kwd>open mixed culture</kwd>
<kwd>caproic acid</kwd>
<kwd>propionic acid</kwd>
<kwd>gas recirculation</kwd>
</kwd-group>
<contract-num rid="cn001">Research Program Reneable Energies</contract-num>
<contract-num rid="cn002">88887.163504/2018-00</contract-num>
<contract-num rid="cn003">01DQ17016</contract-num>
<contract-sponsor id="cn001">Helmholtz Association<named-content content-type="fundref-id">10.13039/501100009318</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Coordena&#xe7;&#xe3;o de Aperfei&#xe7;oamento de Pessoal de N&#xed;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Bundesministerium f&#xfc;r Bildung und Forschung<named-content content-type="fundref-id">10.13039/501100002347</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Anaerobic fermentation with mixed microbial communities is an appealing option for the production of medium-chain carboxylates (MCCs) (<xref ref-type="bibr" rid="B12">De Groof et&#x20;al., 2019</xref>). However, the high degree of complexity of mixed communities is an additional obstacle to achieve a stable and feasible bioprocess. Changes in operation parameters favor some microorganisms while negatively affecting others in ways that are hard to predict. Controlled experiments with defined substrates can help to understand the response of microbial networks to disturbances and to develop more robust fermentation processes (<xref ref-type="bibr" rid="B2">Angenent et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B1">Andersen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B38">Oleskowicz-Popiel, 2018</xref>).</p>
<p>Oxygen from the air can easily enter anaerobic reactors by diffusion due to incomplete tightness or oxic feedstocks, and is considered a disturbance of the anaerobic processes. At first thought, MCC-producing mixed cultures should be protected from O<sub>2</sub> at all costs. So far, almost all isolated MCC producers are strict anaerobes (one exception was described by <xref ref-type="bibr" rid="B45">Stamatopoulou et&#x20;al. (2020)</xref>) to which O<sub>2</sub> causes damage <italic>via</italic> direct and indirect ways. O<sub>2</sub> gives rise to reactive oxygen species (ROS), such as O<sub>2</sub>
<sup>&#x2212;</sup> and H<sub>2</sub>O<sub>2</sub>, which are intermediates produced during O<sub>2</sub> reduction that severely damage cells if not promptly neutralized (<xref ref-type="bibr" rid="B23">Johnson and Hug, 2019</xref>). Even though every cultured microorganism has mechanisms to deal with ROS (<xref ref-type="bibr" rid="B23">Johnson and Hug, 2019</xref>), obligate anaerobic bacteria such as <italic>Clostridium</italic> spp. suffer particularly from O<sub>2</sub> due to their high dependence on O<sub>2</sub>-sensitive enzymes (e.g., ferredoxin-dependent oxidoreductases or [FeFe]-hydrogenases) (<xref ref-type="bibr" rid="B22">Imlay, 2006</xref>; <xref ref-type="bibr" rid="B26">Khademian and Imlay, 2020</xref>). Most hydrogenases, which also contain Fe-S clusters, are reversibly or irreversibly inhibited by O<sub>2</sub> and its activated forms. Exposure to O<sub>2</sub> causes some hydrogenases to decompose or to form additional ROS that damage other parts of the cell (<xref ref-type="bibr" rid="B46">Stiebritz and Reiher, 2012</xref>).</p>
<p>Oxygen contamination does not necessarily mean a complete failure of the anaerobic process and its effect depends on the contamination rate and on the ability of the anaerobic community to remove the contaminant (<xref ref-type="bibr" rid="B8">Botheju and Bakke, 2011</xref>). Facultative anaerobic microorganisms present in mixed cultures can consume traces of oxygen and thus protect strict anaerobes (<xref ref-type="bibr" rid="B37">Nguyen and Khanal, 2018</xref>). As an exemplary proof of concept, the facultative anaerobe <italic>Parageobacillus thermoglucosidasius</italic> has been used for O<sub>2</sub> scrubbing before feeding waste gases to acetogenic cultures (<xref ref-type="bibr" rid="B36">Mohr et&#x20;al., 2019</xref>). Additionally, the presence of biofilms, microbial aggregates, and other types of diffusion gradients in reactors can form protective oxygen barriers (<xref ref-type="bibr" rid="B8">Botheju and Bakke, 2011</xref>).</p>
<p>Uncontrolled aeration during anaerobic fermentation, e.g., <italic>via</italic> the supply of oxic substrates, can lead to the presence of strict aerobic microorganisms (<xref ref-type="bibr" rid="B30">Lambrecht et&#x20;al., 2019</xref>). On the other hand, small amounts of oxygen may be desired in anaerobic processes. Micro-aeration, the controlled dosing of small amounts of air or oxygen (loosely defined from 5 to 5,000&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>), has been mainly used to create different oxidative-reductive regions in digesters to favor biological desulfurization (<xref ref-type="bibr" rid="B28">Krayzelova et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B37">Nguyen and Khanal, 2018</xref>). Besides, it has been reported that micro-aeration can enhance the hydrolysis step in anaerobic digestion by increasing the production of extracellular enzymes such as proteases, amylases, and cellulases (<xref ref-type="bibr" rid="B17">Girotto et&#x20;al., 2016</xref>). Presence of O<sub>2</sub> can also be advantageous in fermentations with acetogens. During batch cultivation of <italic>Clostridium ljungdahlii</italic> on H<sub>2</sub>, CO, CO<sub>2</sub>, and fructose, 8% O<sub>2</sub> in the headspace has been found to increase the production of ethanol (<xref ref-type="bibr" rid="B54">Whitham et&#x20;al., 2015</xref>), which is an electron donor for chain elongation.</p>
<p>Although the possibilities with O<sub>2</sub> are being explored in many types of anaerobic technologies, no literature can be found about the effects of controlled O<sub>2</sub> contamination rates on chain elongation systems. One possible reason is that designing controlled experiments to understand the effects of small oxygen contamination in mixed microbial communities is not trivial. Distribution and monitoring of O<sub>2</sub> can be challenging at the low concentrations found in micro-aerated systems (<xref ref-type="bibr" rid="B37">Nguyen and Khanal, 2018</xref>). Recently, an anaerobic reactor system with continuous gas recirculation was presented as a way to ensure high gas availability to the microbial community at all times, while keeping the system closed and allowing to track component balances in the gas phase (<xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al., 2021b</xref>).</p>
<p>With the help of gas recirculation systems, this study aimed to investigate the effects of small air contamination on the dynamics of the microbial community and the product formation in MCC-producing fermenters. For this purpose, two stirred tank reactors (STRs) and two bubble column reactors (BCRs) with continuous H<sub>2</sub>/CO<sub>2</sub> recirculation were operated with mixed cultures fed with lactate and acetate. One of the reactors of each type had periods with air contamination, while the other two were kept anoxic.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Experimental Design and Reactor Systems</title>
<p>Two pairs of reactors with continuous gas recirculation were assembled for this study. One pair consisted of stirred tank reactors (STR-control and STR-test) and the other of bubble column reactors (BCR-control and BCR-test). Assembly and configuration of the STRs were described in detail by <xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al. (2021b)</xref>. BCRs were assembled and operated with the following differences in relation to the STRs: 1) the BCR vessels consisted of bubble columns made of glass with a working volume of 1.2&#xa0;L each; 2) the systems had no oxidation-reduction potential (ORP) monitoring; 3) pH monitoring and correction was done manually three times a week; 4) temperature regulation was carried out <italic>via</italic> the water jacket of the vessels and a thermal bath; 5) gas recirculation was carried out with micro-diaphragm gas pumps NMP 830 (KNF Neuberger GmbH, Freiburg, Germany) at a flow of ca. 1.5&#xa0;L&#xa0;min<sup>&#x2212;1</sup>; and 6) an internal vertical hollow glass with holes of 1&#x2013;2&#xa0;mm was used to bubble the gas into the broth. In all other aspects, BCRs were operated similarly to STRs. The reactors were operated at 32&#xb0;C, at pH values of 6.0&#x20;&#xb1; 0.1 (STRs) and 6.1&#x20;&#xb1; 0.3 (BCRs), and with a hydraulic retention time (HRT) of 14&#xa0;days. The basal medium contained 133&#xa0;mM lactate (12&#xa0;g&#xa0;L<sup>&#x2212;1</sup>) and 200&#xa0;mM acetate (12&#xa0;g&#xa0;L<sup>&#x2212;1</sup>) as organic carbon sources and the gas reservoirs were periodically refilled with 10&#xa0;L H<sub>2</sub>:CO<sub>2</sub> (80:20), 240&#xa0;mL ethylene (methanogenesis inhibitor), and 120&#xa0;mL He (tracer gas). Basal medium composition, reactor start-up and reactor operation were identical for STRs and BCRs and were as described by <xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al. (2021b)</xref>, except that lactate was fed ten times per day along with the basal medium.</p>
<p>
<xref ref-type="fig" rid="F1">Figure&#x20;1</xref> shows the two reactor types used in the study and the timelines with the oxygen contamination events. The four reactors were inoculated with the broth harvested from the H<sub>2</sub>/CO<sub>2</sub>/ethylene recirculation reactors described by <xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al. (2021b)</xref>. For STRs, the broths of the two reactors were mixed before the start of the experiment and before the second comparison period to ensure that both reactors started with identical microbial and chemical compositions for each comparison period. The same was done with the broths of the BCRs. Startup and broth mixing of STR-test and STR-control occurred on operation days 0&#x2013;27 and the second broth mixture occurred on days 111&#x2013;115 (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). Startup and acclimatization of the community to a BCR occurred during the 86&#xa0;days preceding the start of this study. Mixing of the BCR-control and BCR-test broths occurred on days 0&#x2013;4 and 36&#x2013;39 (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). The broths were mixed without opening the reactors using Hei-Flow Precision peristaltic pumps (Heidolph Instruments GmbH, Schwabach, Germany), PVC tubes Tygon<sup>&#xae;</sup> LMT-55, and three-way valves. The major air contamination events were detected in STR-test on days 27&#x2013;59 and 115&#x2013;119 and in BCR-test on days 11&#x2013;36 and 39&#x2013;50 (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Gas recirculation reactors used in the study. Stirred tank reactors (STRs) <bold>(A)</bold> and bubble column reactors (BCRs) <bold>(B)</bold> with their respective timelines of events for each reactor.</p>
</caption>
<graphic xlink:href="fbioe-09-725443-g001.tif"/>
</fig>
<p>The reactors that remained air-tight all the time were used as control reactors. Reactors STR-test and BCR-test presented detectable air intrusion at certain periods due to imperfect air-tight conditions. With the help of a H<sub>2</sub> leak detector (GLD-100, Coy Laboratory Products, Grass Lake, USA), tightness problems that caused gas to leak out of the reactor systems were located and promptly solved. The same was not true for tightness problems that only allowed air to leak into the system and that were solved by trial and error interventions.</p>
</sec>
<sec id="s2-2">
<title>Analytical Methods</title>
<p>High performance liquid chromatography with a refractive index detector (HPLC Prominence-i RID, Shimadzu Europa GmbH, Duisburg, Germany) was operated under the conditions described by <xref ref-type="bibr" rid="B3">Apelt (2020)</xref> with adaptations described by <xref ref-type="bibr" rid="B5">Baleeiro et&#x20;al. (2021a)</xref> for monitoring of the following chemicals in the aqueous phase: formate, acetate, ethanol, lactate, propionate, <italic>n</italic>-propanol, <italic>n</italic>-butyrate, <italic>i</italic>-butyrate, <italic>n-</italic>butanol, <italic>n-</italic>valerate, <italic>i-</italic>valerate, <italic>n-</italic>pentanol, <italic>n-</italic>caproate, <italic>i-</italic>caproate, <italic>n-</italic>hexanol, <italic>n-</italic>heptanoate, and <italic>n-</italic>caprylate. Biomass concentration was determined by measuring optical density at 600&#xa0;nm (spectrophotometer Genesys 10&#xa0;S, Thermo Scientific Inc., Waltham, United&#x20;States). Conversion factors for optical density at 600&#xa0;nm and biomass are described previously (<xref ref-type="bibr" rid="B5">Baleeiro et&#x20;al., 2021a</xref>). In the gas phase, H<sub>2</sub>, CO<sub>2</sub>, CH<sub>4</sub>, He, O<sub>2</sub>, N<sub>2</sub>, and ethylene were monitored by gas chromatography as described by <xref ref-type="bibr" rid="B31">Logro&#xf1;o et&#x20;al. (2020)</xref>.</p>
</sec>
<sec id="s2-3">
<title>Microbial Community Analysis</title>
<p>Microbial communities were analyzed by 16S rRNA gene amplicon sequencing with taxonomic assignments done with the SILVA 138 reference database (<xref ref-type="bibr" rid="B55">Yilmaz et&#x20;al., 2014</xref>). DNA extraction, PCR, and library preparation for Illumina MiSeq sequencing were described previously (<xref ref-type="bibr" rid="B5">Baleeiro et&#x20;al., 2021a</xref>). Trimming, filtering, and denoising of amplicon data as well as visualization of microbiome census data and Spearman correlations were done as described by <xref ref-type="bibr" rid="B5">Baleeiro et&#x20;al. (2021a)</xref>. All samples were rarified to an equal depth according to the sample with the lowest read number in the dataset (4,977 counts). Raw sequence data for this study was deposited at the European Nucleotide Archive (ENA) under the study accession number PRJEB44209 (<ext-link ext-link-type="uri" xlink:href="http://www.ebi.ac.uk/ena/data/view/PRJEB44209">http://www.ebi.ac.uk/ena/data/view/PRJEB44209</ext-link>).</p>
</sec>
<sec id="s2-4">
<title>Component Balance and Estimation of O<sub>2</sub> Contamination</title>
<p>Assumptions and calculation steps used for the component balances in the gas recirculation reactors were described previously (<xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al., 2021b</xref>). Direct measurements of O<sub>2</sub> concentration (such as by using dissolved oxygen probes) are not adequate to monitor micro-aerobic environments (<xref ref-type="bibr" rid="B28">Krayzelova et&#x20;al., 2015</xref>). Therefore, O<sub>2</sub> contamination was determined indirectly <italic>via</italic> the N<sub>2</sub> concentration in the recirculating gas, using the N<sub>2</sub>:O<sub>2</sub> ratio in air of 3.73 according to the following equation:<disp-formula id="e1">
<mml:math id="m1">
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</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mn>3.73</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>for sampling points 1 and 2: <italic>Y</italic> is the volumetric fraction of N<sub>2</sub> in the gas phase; <italic>V</italic>
<sub>
<italic>gas</italic>
</sub> is the gas volume of the system in mL; and <italic>t</italic> is the sampling time in days. <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> holds true if no N<sub>2</sub> is formed or consumed in the reactor, if O<sub>2</sub> is below the detection limit, and if the increase in the system&#x2019;s gas volume due to air leaking in can be neglected. Calculations of contamination rates in the control reactors (STR-control and BCR-control) were used to determine standard errors for the O<sub>2</sub> contamination rate (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). ORP measurements did not show a clear relation with O<sub>2</sub> contamination rates (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>) and were, hence, not used to quantify&#x20;rates.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The experiments were divided into two periods, each with one air contamination event. STR-test and BCR-test were contaminated with O<sub>2</sub> from air for certain periods, while STR-control and BCR-control remained virtually anoxic throughout the study (calculated average contamination rates of 7&#x20;&#xb1; 33 and 3&#x20;&#xb1; 28&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, respectively) and were adopted as controls for anoxic reactor operation. Before the start of each period, the broths of each reactor pair were mixed so that each pair started with a similar microbial community and broth composition. The broths from the STRs were not mixed with the broths from the BCRs, resulting in communities developing independently for each reactor&#x20;type.</p>
<sec id="s3-1">
<title>General Performance of the Gas Recirculation Reactors</title>
<p>The main carboxylates produced were propionate, <italic>n</italic>-butyrate, <italic>i</italic>-butyrate, <italic>n-</italic>valerate, <italic>n</italic>-caproate, and <italic>n</italic>-caprylate, with maximum concentrations presented in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. The STRs reached higher <italic>n</italic>-caproate maxima and were the only ones in which <italic>n</italic>-caprylate was detected, whereas the BCRs reached higher propionate, <italic>n-</italic>valerate, and <italic>i-</italic>butyrate maxima. These differences can also be seen in terms of specific production and consumption rates given in mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>. For all reactors, most of the lactate fed was consumed and differences in its consumption rates were due to washout of unconsumed substrate (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Except for the period when O<sub>2</sub> was present in detectable amounts, net consumption of acetate occurred in all reactors, ranging from 1.4 to 4.4&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, which corresponded to a small fraction of the total acetate fed (14.3&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>). With the exception of STR-control, where very little <italic>i</italic>-butyrate was produced, <italic>i</italic>-butyrate production rates ranged from 0.23 to 1.08&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> and showed no clear relation to O<sub>2</sub> contamination (<xref ref-type="sec" rid="s10">Supplementary Table&#x20;S1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Maximum concentration of carboxylates achieved in the experiments.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Reactor</th>
<th colspan="6" align="center">Maximum concentration (g L<sup>&#x2212;1</sup>)</th>
</tr>
<tr>
<th align="center">propionate</th>
<th align="center">
<italic>n</italic>-butyrate</th>
<th align="center">
<italic>i</italic>-butyrate</th>
<th align="center">
<italic>n</italic>-valerate</th>
<th align="center">
<italic>n</italic>-caproate</th>
<th align="center">
<italic>n</italic>-caprylate</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">STR-control</td>
<td align="char" char=".">1.3</td>
<td align="char" char=".">3.4</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">0.3</td>
<td align="char" char=".">4.6</td>
<td align="char" char=".">1.1</td>
</tr>
<tr>
<td align="left">STR-test</td>
<td align="char" char=".">1.7</td>
<td align="char" char=".">5.7</td>
<td align="char" char=".">0.6</td>
<td align="char" char=".">0.4</td>
<td align="char" char=".">3.5</td>
<td align="char" char=".">1.0</td>
</tr>
<tr>
<td align="left">BCR-control</td>
<td align="char" char=".">2.7</td>
<td align="char" char=".">4.1</td>
<td align="char" char=".">2.2</td>
<td align="char" char=".">1.0</td>
<td align="char" char=".">3.0</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">BCR-test</td>
<td align="char" char=".">3.1</td>
<td align="char" char=".">4.7</td>
<td align="char" char=".">1.6</td>
<td align="char" char=".">0.6</td>
<td align="char" char=".">3.5</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>According to previous experience with the H<sub>2</sub>/CO<sub>2</sub> recirculation reactors, ethylene was used to inhibit CH<sub>4</sub> production. Even though the partial pressure of ethylene was higher than 1&#xa0;kPa at all times, methanogens gradually acclimatized to the inhibitor. Methanogenesis was observed first in the reactors that remained anoxic throughout the experimental time: in BCR-control from day 0 and in STR-control from day 31. Later on, methanogenesis was also observed in STR-test from day 48 and in BCR-test from day 60. Methane production rates were similar in the control reactors STR-control and BCR-control (16.5 and 15.9&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, respectively) and the highest rate observed over a sustained period was 19.5&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> during an anoxic operation period between days 59 and 111 of STR-test (<xref ref-type="sec" rid="s10">Supplementary Table&#x20;S1</xref>).</p>
<p>With 200&#xa0;mM acetate (12&#xa0;g&#xa0;L<sup>&#x2212;1</sup>) originally present in the growth medium, no net acetate formation was observed and no clear signs of homoacetogenic activity were found. After discounting the H<sub>2</sub> used for CH<sub>4</sub> formation (assuming 1&#xa0;mol CH<sub>4</sub> produced from 4&#xa0;mol H<sub>2</sub>), almost no additional H<sub>2</sub> consumption was seen in the control reactors STR-control and BCR-control. STR-control had a net H<sub>2</sub> formation of 3.73&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, whereas BCR-control showed a net H<sub>2</sub> consumption of 0.50&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). In the periods with O<sub>2</sub> contamination, H<sub>2</sub> consumption rates remained relatively high, despite low methanogenic activity. STR-test showed additional H<sub>2</sub> consumption of 26.3&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> between days 27 and 59 and of 64.7&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> between days 115 and 119 (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). This consumption of H<sub>2</sub> corresponded from 3.0 to 3.4&#x20;times the molar consumption of O<sub>2</sub> in the same period. In aerated periods in BCR-test, H<sub>2</sub> consumption after discounting methane production ranged from 1.1 to 3.6&#x20;times the oxygen consumption.</p>
<p>Electron balances encompassing the whole period of fermentation had errors of -0.63% (i.e.,&#x20;0.63% of the monitored pool of electron equivalents had unexplained consumption) for STR-test, &#x2212;0.73% for STR-control, &#x2212;0.93% for BCR-control, and &#x2212;1.61% for BCR-test.</p>
</sec>
<sec id="s3-2">
<title>Effect of O<sub>2</sub> on the Fermentation in the Stirred Tank Reactor</title>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2</xref> shows the profiles of the cumulated amounts of carboxylates and O<sub>2</sub> as well as the microbial community composition at class level for the first period comparing the STRs. Between days 27 and 59, O<sub>2</sub> concentration in the gas phase remained below the detection limit in STR-test (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>), although a contamination rate of 220&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub>&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> was detected. Between days 59 and 111, STR-test had an anoxic operation period although small O<sub>2</sub> contaminations occurred between days 104 and 111 (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) and were the reason why the reactor could not reach perfectly anoxic conditions (21&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub>&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Profiles of the cumulated amounts of carboxylates and O<sub>2</sub>, as well as community composition at class level between days 27 and 111 for STR-test and STR-control. Blue shading indicates the O<sub>2</sub> contamination period.</p>
</caption>
<graphic xlink:href="fbioe-09-725443-g002.tif"/>
</fig>
<p>Even though <italic>n</italic>-butyrate and <italic>n</italic>-caproate were the main carboxylates produced in both reactors, <italic>n</italic>-caproate production in STR-test was, with 0.56&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, 72% lower than in STR-control (2.12&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) during the contamination period (days 27&#x2013;59, <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Under O<sub>2</sub> stress, STR-test produced more propionate (0.76&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, 6.4&#x20;times that of the control) but <italic>n</italic>-butyrate production was similar in both reactors. Moreover, O<sub>2</sub> contamination in STR-test caused 63% less methane production (6.05 of 16.5&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) and 38% less acetate consumption (1.80 of 2.91&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). After anoxic conditions in STR-test had been restored (days 59&#x2013;111), methane production was 18% higher than in the control reactor (19.5 of 16.5&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) and propionate production decreased slightly to 0.67&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>. Under anoxic conditions in STR-test, propionate production slowed down from day 66 on, coinciding with an acceleration of <italic>n</italic>-caproate production (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>), which was still 16% lower than in the control (1.78 of 2.12&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>).</p>
<p>O<sub>2</sub> contamination caused differences in microbial community composition that were visible up to the class level (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Clostridia and Methanobacteria predominated in the reactor that remained completely anoxic. In the other reactor, Actinobacteria and Coriobacteriia were the main classes found in periods when O<sub>2</sub> contamination occurred. The community of STR-test converged to a composition similar to that of the control reactor after anoxic conditions had been restored.</p>
<p>For the same operation period, community composition with resolution to the genus level and concentrations of the main carboxylates are shown in <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>. Clostridia were mainly represented by the genera <italic>Caproiciproducens</italic>, <italic>Clostridium sensu stricto</italic> 12, and <italic>Oscillibacter,</italic> while the Actinobacteria belonged to the genera <italic>Acidipropionibacterium</italic> and <italic>Actinomyces</italic>. Methanogens were from the genus <italic>Methanobrevibacter</italic> and the Coriobacteriia were from the family <italic>Eggerthellaceae</italic>.</p>
<p>A second O<sub>2</sub> contamination event occurred in STR-test between days 115 and 119 (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), this time for a shorter period but at double rate (471&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). With the new contamination event in STR-test, CH<sub>4</sub> and <italic>n</italic>-caproate production rates fell to 32% (5.33 of 16.5&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) and 50% (1.06 of 2.12&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) of those of the control reactor, respectively (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). This time, the O<sub>2</sub> contamination coincided with an increase in <italic>n</italic>-butyrate formation rate from 1.51 to 2.76&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, and instead of increasing propionate production, <italic>n</italic>-valerate production reached four times that of the control reactor (0.29 in relation to 0.07&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>). The short period of intense O<sub>2</sub> contamination had a smaller impact on the microbial community composition and coincided with an increase in relative abundance of <italic>Prevotella</italic> belonging to the Bacteroidia (<xref ref-type="sec" rid="s10">Supplementary Figure S5</xref>). In the last 20&#xa0;days of operation of STR-test, O<sub>2</sub> contamination was reduced but not completely stopped (39&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>) as shown between days 125 and 128 (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). In this period, propionate production decreased to its lowest value in STR-test and <italic>n-</italic>butyrate production increased once more to 4.77&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>. Although CH<sub>4</sub> formation increased again to the level observed during anoxic operation, <italic>n-</italic>caproate production could not be restored (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Profiles of the cumulated amounts of carboxylates and O<sub>2</sub>, as well as community composition at class level between days 115 and 139 for STR-test and STR-control. Blue shading indicates the O<sub>2</sub> contamination period.</p>
</caption>
<graphic xlink:href="fbioe-09-725443-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Effect of O<sub>2</sub> on the Fermentation in the Bubble Column Reactor</title>
<p>The earlier operation phase of the BCRs is shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> and in <xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>. For this comparison period, the mixing of broths was not enough to ensure equal community compositions in BCR-test and BCR-control. The O<sub>2</sub> contamination period between days 11 and 36 in BCR-test differed from the other contamination events since O<sub>2</sub> concentrations up to 18% were detected in the gas phase between days 11 and 28 (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>). Considering that the assumptions for balance calculations in the reactors do not account for high O<sub>2</sub> concentrations, the O<sub>2</sub> contamination rate determined for this period (97&#x20;&#xb1; 28&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) might be inaccurate. When O<sub>2</sub> was detected in the system, the microbial community in the BCR-test showed a strong dominance of <italic>Rummeliibacillus</italic> (<xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>) accompanied by Actinobacteria and Gammaproteobacteria (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Profiles of the cumulated amounts of carboxylates and O<sub>2</sub>, as well as community composition at class level between days 4 and 36 for BCR-test and BCR-control. Blue shading indicates the O<sub>2</sub> contamination period. Between days 11 and 28, O<sub>2</sub> concentrations in the gas phase were detected up to 18% in BCR-test, hence, determination of O<sub>2</sub> consumption in this time period might not be accurate.</p>
</caption>
<graphic xlink:href="fbioe-09-725443-g004.tif"/>
</fig>
<p>After mixing the broths of the bubble columns to start a new comparison period, BCR-test received 129&#x20;&#xb1; 28&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> between days 39 and 50 whereas BCR-control remained completely anoxic (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). During the contamination period, BCR-test produced virtually no <italic>n</italic>-caproate (0.03&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> in comparison to 0.92&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> in control) and propionate was produced instead (1.78&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, 2.8&#x20;times that of the control). With O<sub>2</sub> contamination, BCR-test produced 46% less <italic>n</italic>-butyrate (1.22 of 2.25&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) and 91% less methane (1.41 of 15.9&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>) than the control (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). After O<sub>2</sub> contamination stopped in BCR-test (from day 50 on), <italic>n</italic>-caproate production recovered with a rate of 1.40&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> while propionate formation decreased to 0.34&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>. <italic>n</italic>-Butyrate and methane production recovered partially and remained 18% (1.84 of 2.25&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) and 25% (11.9 of 15.9&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) lower than that of the control, respectively.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Profiles of the cumulated amounts of carboxylates and O<sub>2</sub>, as well as community composition at class level between days 39 and 116 for BCR-test and BCR-control. Blue shading indicates the O<sub>2</sub> contamination period.</p>
</caption>
<graphic xlink:href="fbioe-09-725443-g005.tif"/>
</fig>
<p>Similarly to what was seen in the STRs, Actinobacteria increased their relative abundances at the cost of Clostridia and Methanobacteria during the O<sub>2</sub> contamination period in BCR-test (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). In addition, Gammaproteobacteria also became more abundant during the contamination. Visualization of the community development at genus level in <xref ref-type="sec" rid="s10">Supplementary Figure S7</xref> reveals that the main genera of Actinobacteria were the same as those found in the STRs (i.e.,&#x20;<italic>Acidipropionibacterium</italic> and <italic>Actinomyces</italic>). Besides the Clostridia genera that dominated in the STRs, a transient presence of <italic>Eubacterium</italic> was also observed in the BCRs. Gammaproteobacteria were represented by <italic>Sutterella</italic> and <italic>Burkholderia</italic> (<xref ref-type="sec" rid="s10">Supplementary Figure&#x20;S7</xref>).</p>
</sec>
<sec id="s3-4">
<title>Correlations between Community Members and Abiotic Parameters</title>
<p>
<xref ref-type="fig" rid="F6">Figure&#x20;6</xref> shows Spearman correlations between the most abundant genera, O<sub>2</sub> contamination, and the formation or consumption rates of the main chemicals. In <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>, the correlation coefficients and their <italic>p</italic>-values are listed. Positive correlations of <italic>n</italic>-caproate formation and relative abundances of <italic>Caproiciproducens</italic>, unclassified <italic>Peptostreptococcales</italic>, and <italic>Methanobrevibacter</italic> were found, whereas <italic>Clostridium sensu stricto</italic> 12, unclassified <italic>Micrococcales, Acidipropionibacterium</italic>, <italic>Burkholderia</italic>, <italic>Rummeliibacillus, Dialister,</italic> and <italic>Sutterella</italic> correlated negatively. Propionate production correlated positively to abundances of <italic>Acidipropionibacterium, Burkholderia</italic>, and <italic>Proteiniphilum</italic>. O<sub>2</sub> contamination correlated negatively with <italic>Methanobrevibacter,</italic> whereas positive correlations were found with abundances of unclassified <italic>Eggerthellaceae</italic>, unclassified <italic>Actinomycetaceae</italic>, <italic>Actinomyces</italic>, and <italic>Proteiniphilum</italic>. Abundances of <italic>Clostridium sensu stricto</italic> 12, <italic>Acidipropionibacterium, Acidaminococcus,</italic> and <italic>Dialister</italic> correlated positively with <italic>i-</italic>butyrate and <italic>n-</italic>valerate production. H<sub>2</sub> consumption after discounting methane production (i.e. non-CH<sub>4</sub> H<sub>2</sub> consumption) correlated positively with <italic>Acidipropionibacterium, Actinomyces</italic>, and unclassified <italic>Micrococcales</italic>. <italic>i-</italic>Butyrate production correlated negatively with relative abundances of <italic>Methanobrevibacter</italic>, <italic>Caproiciproducens</italic>, and unclassified <italic>Peptostreptococcales</italic>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Spearman correlation matrix between the most abundant genera, O<sub>2</sub> contamination rate, and production/consumption rates of chemicals (<italic>p</italic>&#x20;&#x3c; 0.01). &#x201c;non-CH<sub>4</sub> H<sub>2</sub> consumption&#x201d; stands for H<sub>2</sub> consumption after discounting methane formation.</p>
</caption>
<graphic xlink:href="fbioe-09-725443-g006.tif"/>
</fig>
<p>Among the most abundant amplicon sequence variants (ASVs), <italic>Clostridium sensu stricto</italic> 12 and <italic>Acidipropionibacterium</italic> had ASVs that were identical to isolated species in the Silva 138 database. Within the genus <italic>Clostridium sensu stricto</italic> 12, ASVs were assigned to <italic>C. luticellarii</italic>, <italic>C. tyrobutyricum</italic>, or <italic>C. ljungdahlii</italic> (the latter was also ambiguously assigned to <italic>C. autoethanogenum, C. ragsdalei</italic>, and <italic>C. coskatii</italic>). ASVs within <italic>Acidipropionibacterium</italic> were assigned to <italic>A. acidipropionici</italic>.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Regardless of O<sub>2</sub> contamination, the BCRs had higher concentrations of propionate, <italic>i-</italic>butyrate, and <italic>n-</italic>valerate, whereas the stirred tank design facilitated higher concentrations of <italic>n-</italic>butyrate, <italic>n-</italic>caproate, and <italic>n-</italic>caprylate (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). The production of <italic>n-</italic>valerate and <italic>i-</italic>butyrate was not clearly related to O<sub>2</sub> contamination (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F5">5</xref> and <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>), but its connection to <italic>Clostridium sensu stricto</italic> 12 (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>), specifically <italic>C. luticellarii</italic>, was observed previously (<xref ref-type="bibr" rid="B14">de Smit et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B13">de Leeuw et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B21">Huang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B5">Baleeiro et&#x20;al., 2021a</xref>). <italic>C. luticellarii</italic> was shown to be important for <italic>n-</italic>valerate production from propionate (<xref ref-type="bibr" rid="B14">de Smit et&#x20;al., 2019</xref>) and could therefore play an important role in the production of odd-chain MCC in chain elongation reactors. <italic>n-</italic>Valerate and <italic>i-</italic>butyrate production also correlated with other genera that are not commonly known for the production of these compounds (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>). Higher relative abundances of <italic>Caproiciproducens</italic> not only correlated significantly with <italic>n</italic>-caproate production (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>) but were visually related to higher concentrations of <italic>n</italic>-caproate (<xref ref-type="sec" rid="s10">Supplementary Figures S4, S7</xref>). The correlation of <italic>n</italic>-caproate production with the abundance of <italic>Caproiciproducens</italic> is not surprising, since this genus has been commonly found in other MCC-producing communities (<xref ref-type="bibr" rid="B15">Duber et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B24">Joshi et&#x20;al., 2021</xref>).</p>
<p>Micro-aerobic conditions favored the classes Actinobacteria, Gammaproteobacteria, Bacilli, and Coriobacteriia over Clostridia and Methanobacteria. Notably, a similar pattern is known for gut microbiota, where Actinobacteria and Alpha- or Gammaproteobacteria have been observed to dominate over Clostridia in regions of the gut more exposed to O<sub>2</sub> (<xref ref-type="bibr" rid="B16">Friedman et&#x20;al., 2018</xref>). One explanation is that the evolutionary younger taxa of aerotolerant Actinobacteria (e.g., propionibacteria) and Proteobacteria (<xref ref-type="bibr" rid="B32">Martin and Sousa, 2015</xref>) are generally better equipped with enzymes that mitigate the toxicity of ROS (e.g., catalases, H<sub>2</sub>O<sub>2</sub> reductases, and superoxide dismutases) than typical strict anaerobes such as Clostridia (<xref ref-type="bibr" rid="B25">Kato et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B23">Johnson and Hug, 2019</xref>).</p>
<sec id="s4-1">
<title>Partial Acclimatization of Methanogens to Ethylene</title>
<p>Hydrogenotrophic methanogenesis was likely the main pathway for CH<sub>4</sub> production. This is supported by the results of previous experiments where <italic>Methanobrevibacter</italic> was one of the predominating community members under similar conditions with H<sub>2</sub>/CO<sub>2</sub> (<xref ref-type="bibr" rid="B5">Baleeiro et&#x20;al., 2021a</xref>). Notably, methanogens partially overcame the inhibition by ethylene. The acclimatization occurred after 42&#xa0;days of successful inhibition reported by <xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al. (2021b)</xref>. To the best of our knowledge, such acclimatization has not been reported before. With ethylene, CH<sub>4</sub> production was relatively strong (up to 19.5&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) but still about one third lower than the rates observed in the absence of the inhibitor in a similar gas recirculation system (up to 32.8&#xa0;mmol&#xa0;L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al., 2021b</xref>). We hypothesize that <italic>Methanobrevibacter</italic>, the main methanogenic genus found in our reactors, may have acclimatized to ethylene by expressing [Fe]-hydrogenases. For hydrogenotrophic methanogens, [Fe]-hydrogenases have less favorable kinetics than [NiFe]-hydrogenases. Still, some methanogens, including Methanobacteria, can express [Fe]-hydrogenases to grow under nickel-limiting conditions (<xref ref-type="bibr" rid="B50">Thauer et&#x20;al., 2010</xref>). As postulated by <xref ref-type="bibr" rid="B6">Baleeiro et&#x20;al. (2021b)</xref>, ethylene might not exert an inhibitory effect on nickel-free hydrogenases as it does on [NiFe]-hydrogenases of methanogens. Considering that [Fe]-hydrogenases are not inhibited by O<sub>2</sub> (<xref ref-type="bibr" rid="B50">Thauer et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Stiebritz and Reiher, 2012</xref>), micro-aerobic conditions and broth mixing between reactors could have caused further selection of methanogens expressing [Fe]-hydrogenases even if nickel was not limiting. Further studies using transcriptome or proteome analyses of pure methanogenic cultures are needed to test this hypothesis.</p>
</sec>
<sec id="s4-2">
<title>Steering the Fermentation with Small O<sub>2</sub> Contamination</title>
<p>When the O<sub>2</sub> concentration in the gas phase increased up to 18% between days 11 and 28, the aerobic genus <italic>Rummeliibacillus</italic> (<xref ref-type="bibr" rid="B53">Vaishampayan et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B20">Her and Kim, 2013</xref>) flourished in the bubble column reactor and the concentrations of <italic>n</italic>-butyrate and propionate decreased (<xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>). With an O<sub>2</sub> concentration below the detection limit by day 28 (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>), Actinobacteria abundance increased and propionate production reached its highest rates (<xref ref-type="sec" rid="s10">Supplementary Table&#x20;S1</xref>).</p>
<p>Methanogenesis and <italic>n</italic>-caproate production were strongly inhibited by O<sub>2</sub> intrusion. After the contamination stopped, CH<sub>4</sub> production recovered on every occasion but <italic>n</italic>-caproate production did not (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>), indicating that the O<sub>2</sub> contamination had particularly strong detrimental effects on C4-to-C6 chain elongation. In the period between days 119 and 139 in STR-test, <italic>n</italic>-caproate production did not increase after O<sub>2</sub> contamination rate changed from 474&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup> to 39&#x20;&#xb1; 33&#xa0;mL O<sub>2</sub> L<sup>&#x2212;1</sup>&#xa0;d<sup>&#x2212;1</sup>, instead, the highest rates of <italic>n-</italic>butyrate production and acetate consumption were achieved. This was observed even with high relative abundances of <italic>Caproiciproducens</italic> in the community (<xref ref-type="sec" rid="s10">Supplementary Figure&#x20;S5</xref>).</p>
<p>Relatively low O<sub>2</sub> contamination rates were found to favor propionate formation in lactate-based fermentation. However, the relationship between O<sub>2</sub> and propionate accumulation was not as straightforward as the inhibitory effect of O<sub>2</sub> on chain elongation and methanogenesis. One possible reason is that propionate is not only a product of lactate fermentation, but also a substrate for <italic>n</italic>-valerate production by chain-elongating bacteria (<xref ref-type="bibr" rid="B2">Angenent et&#x20;al., 2016</xref>). This could explain what was observed in the micro-aerobic period between days 115 and 119 in the STR-test, when propionate production did not increase but <italic>n-</italic>valerate production was relatively high (<xref ref-type="sec" rid="s10">Supplementary Table&#x20;S1</xref>).</p>
</sec>
<sec id="s4-3">
<title>Key Players that can Profit from O<sub>2</sub> Intrusion</title>
<p>Among the microorganisms enriched in the O<sub>2</sub> contamination periods, <italic>Acidipropionibacterium</italic> correlated to propionate production (<italic>p</italic>&#x20;&#x3c; 0.01). Other Actinobacteria enriched during O<sub>2</sub> contamination did not correlate with propionate production and may have diverted electrons from lactate to products other than propionate, which could be another reason why STR-test showed lower propionate production rates (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). <italic>Actinomyces,</italic> a facultative anaerobe (<xref ref-type="bibr" rid="B40">Rao et&#x20;al., 2012</xref>), was particularly enriched in STR-test during an O<sub>2</sub> contamination period (<xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>). <italic>Actinomyces</italic> can grow anaerobically or aerobically on lactate and produces acetate, formate, and CO<sub>2</sub> during fermentative growth (<xref ref-type="bibr" rid="B47">Takahashi et&#x20;al., 1994</xref>; <xref ref-type="bibr" rid="B48">Takahashi and Yamada, 1999</xref>; <xref ref-type="bibr" rid="B40">Rao et&#x20;al., 2012</xref>). In agreement with the reported aerobic growth of <italic>Actinomyces naeslundii</italic> on lactate (<xref ref-type="bibr" rid="B48">Takahashi and Yamada, 1999</xref>), <italic>Actinomyces</italic> was likely not responsible for propionate production in the STR. The Coriobacteriia (<italic>Eggerthellaceae</italic>) observed in O<sub>2</sub> contamination periods belong to a family of strict anaerobes that are not reported to produce propionate (<xref ref-type="bibr" rid="B19">Gupta et&#x20;al., 2013</xref>). <italic>Proteiniphilum</italic> (as well as <italic>Dialister</italic>) are genera with microaerophilic species that produce propionate, although it is not clear if from lactate (<xref ref-type="bibr" rid="B52">Tomazetto et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B41">Sakamoto et&#x20;al., 2020</xref>). In our study, the abundance of <italic>Proteiniphilum</italic> correlated to O<sub>2</sub> contamination and to propionate formation whereas no significant correlation was found between <italic>Dialister</italic>, propionate, and O<sub>2</sub> contamination (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>).</p>
<p>Fermentation of lactate by propionate producing bacteria commonly leads to a 2:1:1 stoichiometry of propionate to acetate to CO<sub>2</sub> (<xref ref-type="disp-formula" rid="e2">Eq. 2</xref>). Gammaproteobacteria and Actinobacteria species that produce propionate are known to use methylmalonyl-CoA pathways rather than the acrylate pathway (<xref ref-type="bibr" rid="B43">Seeliger et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B18">Gonzalez-Garcia et&#x20;al., 2017</xref>). In particular, <italic>Acidipropionibacterium</italic> spp. are among the most efficient propionate producers thanks to the highest energy efficiency of their methylmalonyl-CoA pathway (also known as Wood-Werkman cycle, a succinate pathway involving methylmalonyl-CoA:pyruvate transcarboxylase) (<xref ref-type="bibr" rid="B42">Scholz and Kilian, 2016</xref>; <xref ref-type="bibr" rid="B18">Gonzalez-Garcia et&#x20;al., 2017</xref>).<disp-formula id="e2">
<mml:math id="m2">
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<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
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<mml:mn>2</mml:mn>
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<mml:mi>O</mml:mi>
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<label>(2)</label>
</disp-formula>Even though it can express O<sub>2</sub>-sensitive enzymes for fermentative growth similar to those in <italic>Clostridium</italic>, <italic>Acidipropionibacterium</italic> also has aerotolerant enzymes with similar functions (<xref ref-type="bibr" rid="B39">Piwowarek et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B34">McCubbin et&#x20;al., 2020</xref>). Members of this genus are not only more tolerant to O<sub>2</sub> than clostridia, they have also been found to increase propionate and energy yields when exposed to O<sub>2</sub> (<xref ref-type="bibr" rid="B34">McCubbin et&#x20;al., 2020</xref>).</p>
<p>It should be taken into account that propionibacteria, unlike many clostridia, do not form endospores (<xref ref-type="bibr" rid="B18">Gonzalez-Garcia et&#x20;al., 2017</xref>). Hence, if exploration of propionate production is desired, shock treatments of the inoculum (e.g., with pH or heat), common techniques for starting non-methanogenic anaerobic bioprocesses (<xref ref-type="bibr" rid="B4">Baleeiro et&#x20;al., 2019</xref>), should be avoided.</p>
<p>The phenomenon that lactate is diverted to propionate in chain elongation reactors under micro-aerobic conditions may have been overlooked in former studies. In one notable case, <xref ref-type="bibr" rid="B29">Kucek et&#x20;al. (2016)</xref> observed the competitive production of propionate in a lactate-based chain elongation reactor. Although the possibility of O<sub>2</sub> contamination was not discussed, the study detected high abundances of <italic>Acinetobacter</italic>, strictly aerobic Gammaproteobacteria (<xref ref-type="bibr" rid="B44">Smet et&#x20;al., 2014</xref>) commonly found in micro-aerated reactors (<xref ref-type="bibr" rid="B28">Krayzelova et&#x20;al., 2015</xref>). To explain the propionate production observed in certain time periods, <xref ref-type="bibr" rid="B29">Kucek et&#x20;al. (2016)</xref> suggested the residual concentration of lactate in the reactor to be a determining factor. Although not discussed in the study, O<sub>2</sub> presence could have played a role in propionate production.</p>
</sec>
<sec id="s4-4">
<title>Possible Roles of H<sub>2</sub> during O<sub>2</sub> Contamination</title>
<p>A common way for the reduction of O<sub>2</sub> in the presence of H<sub>2</sub> is shown in <xref ref-type="disp-formula" rid="e3">Eq. 3</xref> and is realized even by obligate anaerobes such as methanogens (<xref ref-type="bibr" rid="B50">Thauer et&#x20;al., 2010</xref>), Negativicutes (<xref ref-type="bibr" rid="B7">Boga et&#x20;al., 2007</xref>), and sulfate reducers (<xref ref-type="bibr" rid="B11">Dannenberg et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B10">Chen et&#x20;al., 1993</xref>).<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2192;</mml:mo>
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</mml:math>
<label>(3)</label>
</disp-formula>H<sub>2</sub> consumption that was not attributed to methane formation was particularly high during O<sub>2</sub> contamination periods. In STR-test, it ranged from 3.0 to 3.4 fold molar O<sub>2</sub> consumption, while in BCR-test it ranged from 1.1 to 3.6 fold. Considering the 2:1 ratio of H<sub>2</sub> to O<sub>2</sub> during H<sub>2</sub> oxidation (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>), H<sub>2</sub> consumption not linked to methane formation in this study may have been related to other reactions during O<sub>2</sub> intrusion. Interestingly, similar consumption ratios of H<sub>2</sub> to O<sub>2</sub> (between 3.2 and 3.4) have been observed in communities dominated by hydrogen-oxidizing bacteria during autotrophic growth (<xref ref-type="bibr" rid="B33">Matassa et&#x20;al., 2016</xref>). Nevertheless, we did not observe the presence of <italic>Sulfuricurvum</italic> (the genus enriched by <xref ref-type="bibr" rid="B33">Matassa et&#x20;al. (2016)</xref>) and <italic>Burkholderia</italic>, a possible aerobic autotroph (<xref ref-type="bibr" rid="B49">Takors et&#x20;al., 2018</xref>) found in our study, did not correlate positively with H<sub>2</sub> consumption nor with O<sub>2</sub> contamination. Besides, if aerobic hydrogen-oxidizing bacteria played a major role in the micro-aerobic reactors in our study, signs of biomass formation and carbon source (e.g., CO<sub>2</sub>) consumption should have accompanied H<sub>2</sub> oxidation with O<sub>2</sub>. However, no clear relation between O<sub>2</sub> contamination, biomass formation, and CO<sub>2</sub> consumption rates was&#x20;found.</p>
<p>Communities enriched with propionate-producing bacteria in anaerobic reactors, such as <italic>Acidipropionibacterium</italic> spp., often correlate with high H<sub>2</sub> consumption or low H<sub>2</sub> production (<xref ref-type="bibr" rid="B9">Cabrol et&#x20;al., 2017</xref>). In the presence of exogenous H<sub>2</sub>, some propionate producers such as <italic>Propionispira arboris</italic> are able to perform homopropionate fermentation of lactate (<xref ref-type="disp-formula" rid="e4">Eq. 4</xref>) producing neither CO<sub>2</sub> nor acetate (<xref ref-type="bibr" rid="B51">Thompson et&#x20;al., 1984</xref>).<disp-formula id="e4">
<mml:math id="m4">
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<mml:mo>&#x2b;</mml:mo>
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<mml:mi>H</mml:mi>
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</mml:math>
<label>(4)</label>
</disp-formula>We did not observe <italic>Propionispira</italic> spp. in our reactors and its closest relative found in our system (<italic>Dialister</italic>) is only related at the order level (<italic>Veillonellales-Selenomonadales</italic>). Besides, <xref ref-type="disp-formula" rid="e4">Eq.4</xref> alone cannot explain the high H<sub>2</sub> consumption during most of the micro-aerobic periods in this study. H<sub>2</sub> consumption not linked to methane was much higher than propionate formation. In fact, the period between days 39 and 50 of BCR-test had the lowest H<sub>2</sub> to O<sub>2</sub> consumption ratio and was the period with the highest propionate productivity (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Lastly, it is not clear if the correlation found between abundance of <italic>Acidipropionibacterium</italic> and H<sub>2</sub> consumption not linked to methane (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>) is a direct one. H<sub>2</sub> consumption by isolated members of <italic>Propionibacterium</italic> is not observed during fermentative growth (<xref ref-type="bibr" rid="B43">Seeliger et&#x20;al., 2002</xref>).</p>
<p>Homoacetogens consume H<sub>2</sub> and CO<sub>2</sub> (<xref ref-type="disp-formula" rid="e5">Eq. 5</xref>) and, among them, at least <italic>C. ljungdahlii</italic> was shown to have some resistance against O<sub>2</sub> exposure (<xref ref-type="bibr" rid="B54">Whitham et&#x20;al., 2015</xref>). Here, similar clostridia were detected in the reactors and <italic>Clostridium sensu stricto</italic> 12 was still present during some O<sub>2</sub> contamination events (<xref ref-type="sec" rid="s10">Supplementary Figures S3, S7</xref>). Therefore, homoacetogenic activity could be considered to explain H<sub>2</sub> consumption during O<sub>2</sub> contamination. Nevertheless, no further evidence for this hypothesis was found. H<sub>2</sub> consumption was not accompanied by net CO<sub>2</sub> consumption and the net acetate production was unfavorable because acetate was fed in excess with the growth medium (12&#xa0;g&#xa0;L<sup>&#x2212;1</sup> acetate) to favor chain elongation as an acetate-consuming reaction.<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mn>4</mml:mn>
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<label>(5)</label>
</disp-formula>Another way that H<sub>2</sub> presence might have influenced the micro-aerated community is by amplifying the effects of O<sub>2</sub> contamination. The activation of O<sub>2</sub> into ROS by hydrogenases and reduced electron carriers might be accentuated by H<sub>2</sub> recirculation (<xref ref-type="bibr" rid="B35">Misra and Fridovich, 1971</xref>; <xref ref-type="bibr" rid="B27">Krab et&#x20;al., 1982</xref>). Since we did not have a control reactor for the presence of H<sub>2</sub>, we could not test this hypothesis.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Even small O<sub>2</sub> contaminations were very detrimental to <italic>n</italic>-caproate and methane formation, but favored propionate formation. The relation of O<sub>2</sub> contamination and propionate formation was not straightforward: reactors with micro-aerobic conditions produced more propionate overall, but propionate production cycles were not always synchronous to O<sub>2</sub> contamination. Besides, the negative effects of O<sub>2</sub> on methane formation could be reversed in all cases whereas chain elongation could not always be resumed when O<sub>2</sub> contamination stopped. These patterns were observed in both stirred tank and in bubble column reactors, with the bubble column process being more sensitive to O<sub>2</sub> contamination.</p>
<p>It is unclear whether the effects of O<sub>2</sub> reported in this study could be reproduced without the recirculation of H<sub>2</sub>. It is possible that the H<sub>2</sub> recirculation amplified the effects of O<sub>2</sub> toxicity, since presence of H<sub>2</sub> can favor ROS formation by hydrogenases. Considering that H<sub>2</sub> consumption was particularly high during micro-aeration, H<sub>2</sub> may have acted as an important energy source for aerotolerant and aerobic microorganisms. Controlled O<sub>2</sub> contamination studies with co-cultures or mixed communities of lower complexity can shed light on how impactful H<sub>2</sub> recirculation during micro-aeration&#x20;is.</p>
<p>Aerotolerant fermenting bacteria such as <italic>Acidipropionibacterium</italic> spp. are efficient propionate producers that could be regarded as welcomed guests rather than competitors. Here, they were the main candidates responsible for propionate production although their correlation with O<sub>2</sub> contamination was unclear. Instead, <italic>Actinomyces</italic> spp. (Actinobacteria that did not produce propionate) profited most from the micro-aerobic environment. Future experiments could help clarify if stable propionate-producing communities can be selected by micro-aeration. If micro-aeration facilitates propionate accumulation, a sequential anaerobic step can be used for chain elongation with high selectivity to odd-numbered MCC. Studies with defined cultures aiming to understand what is behind the recovery of chain elongation activity after micro-aerobic periods are also recommended.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The datasets generated for this study can be found in the European Nucleotide Archive (ENA) under accession number PRJEB44209 (<ext-link ext-link-type="uri" xlink:href="http://www.ebi.ac.uk/ena/data/view/PRJEB44209">http://www.ebi.ac.uk/ena/data/view/PRJEB44209</ext-link>).</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Conceptualization: FB and HS; methodology: FB; investigation: FB and MA; formal analysis, data curation, and visualization: FB and MA; writing (original draft preparation): FB and MA; writing (review and editing): FB, MA, SK, and HS; supervision: SK and HS; project administration: SK and HS. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This study was funded by the Helmholtz Association, Research Program Renewable Energies. Financial support was also received from the CAPES&#x2013;Brazilian Federal Agency for Support and Evaluation of Graduate Education within the Ministry of Education of Brazil (No. 88887.163504/2018&#x2013;00) and from the BMBF - German Federal Ministry of Education and Research (No. 01DQ17016).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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 id="s10" sec-type="disclaimer">
<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 Ute Lohse for technical assistance in library preparation for MiSeq amplicon sequencing and the DBFZ Department Biorefineries is acknowledged for providing the stirred tank reactors.</p>
</ack>
<sec id="s11">
<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/fbioe.2021.725443/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2021.725443/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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