<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiomes</journal-id>
<journal-title>Frontiers in Microbiomes</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiomes</abbrev-journal-title>
<issn pub-type="epub">2813-4338</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/frmbi.2025.1619859</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiomes</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Diverse cultivation strategies are necessary to capture microbial diversity in High Arctic lake sediment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Berdy</surname>
<given-names>Brittany M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2827980/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Williams</surname>
<given-names>Claire E.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3171571/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sizova</surname>
<given-names>Maria</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jung</surname>
<given-names>Dawoon</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1907141/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tandogan</surname>
<given-names>Nil</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Goluch</surname>
<given-names>Edgar D.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Epstein</surname>
<given-names>Slava</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/24521/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Broad Institute of MIT and Harvard</institution>, <addr-line>Cambridge, MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Biology, Northeastern University</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Biology Department, University of Nevada</institution>, <addr-line>Reno, NV</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Ningbo Institute of Marine Medicine, Peking University</institution>, <addr-line>Ningbo, Zhejiang</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Chemical Engineering, Northeastern University</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/23090/overview">Angela Kent</ext-link>, University of Illinois at Urbana-Champaign, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Richard K. Tennant, University of Exeter, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1958342/overview">Song-Can Chen</ext-link>, University of Vienna, Austria</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Brittany M. Berdy, <email xlink:href="mailto:bberdy@broadinstitute.org">bberdy@broadinstitute.org</email>; Slava Epstein, <email xlink:href="mailto:s.epstein@northeastern.edu">s.epstein@northeastern.edu</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>4</volume>
<elocation-id>1619859</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Berdy, Williams, Sizova, Jung, Tandogan, Goluch and Epstein.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Berdy, Williams, Sizova, Jung, Tandogan, Goluch and Epstein</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>While metagenomics has revolutionized our understanding of microbial diversity and function, the cultivation of microorganisms remains indispensable for elucidating their physiological characteristics and potential biotechnological applications. Cultivation provides context to the vast metagenomic datasets and helps verify metagenome-based hypotheses on microbial interactions. The majority of microorganisms remain uncultivated, and this is particularly prominent from extreme environments such as the Arctic. Here we aimed to contribute to the growing body of work investigating microbial ecology in extreme environments by assessing the efficacy of a variety of cultivation approaches in lake sediment in the High Arctic. To try and capture the full breadth of organisms present, we used standard, <italic>in situ</italic>, and anoxic cultivation methods. We cultured a total of 1,109 microorganisms which clustered into 155 OTUs (97% rRNA gene sequence similarity), representing organisms from Proteobacteria, Actinobacteria, Bacteroidota, and Firmicutes. Importantly, no single method of cultivation proved to be sufficient to represent the cultivable organisms within the environment. Rather, each method resulted in many unique OTUs. Therefore, multiple approaches should be used in conjunction to access the bulk of microbial taxa in a given environment.</p>
</abstract>
<kwd-group>
<kwd>microbial cultivation</kwd>
<kwd>
<italic>in situ</italic> cultivation</kwd>
<kwd>uncultured microbiota</kwd>
<kwd>Arctic microbiology</kwd>
<kwd>microbial diversity</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="13"/>
<word-count count="5871"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Environmental Microbiomes</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The advent of high-throughput sequencing technologies has revolutionized our understanding of microbial diversity, yet microbiology remains constrained by the inability to cultivate a significant proportion of microorganisms. Molecular approaches have estimated that the global diversity of microbiota ranges from 10<sup>6</sup>&#x2013;10<sup>9</sup> species, yet over 40 microbial phyla lack cultured representatives (<xref ref-type="bibr" rid="B9">Curtis et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B26">Lewis et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B28">Louca et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B33">Overmann et&#xa0;al., 2017</xref>). While culture-independent methods allow for the detection and analysis of uncultured organisms, cultivation of microbial isolates remains a necessary tool in microbiology.</p>
<p>Cultivation allows researchers to isolate microbial species to enable detailed study of their genetic makeup, metabolism, physiological, and biochemical properties, as well as for their use in bioprospecting. Cultivation is a key component of genetic studies to understand genetic function and is particularly critical given that many genes identified through sequencing lack functional annotations due to the lack of annotated genomes of cultured isolates (<xref ref-type="bibr" rid="B23">Laudadio et&#xa0;al., 2019</xref>). In addition, cultivation has enabled microbiologists to experimentally test hypotheses about microbial physiology and ecology, generate accurate taxonomic classifications, and study horizontal gene transfer events over time (<xref ref-type="bibr" rid="B13">Gill, 2017</xref>; <xref ref-type="bibr" rid="B26">Lewis et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B36">Poyet et&#xa0;al., 2019</xref>). Furthermore, cultivation is essential for understanding pathogenesis and remains a cornerstone of antibiotic susceptibility testing (<xref ref-type="bibr" rid="B21">Lagier et&#xa0;al., 2015</xref>). Through cultivation, scientists have unlocked groundbreaking advancements in biotechnology, medicine, and agriculture, including the discovery of CRISPR and PCR enzymes, antibiotics, and Bt pesticides (<xref ref-type="bibr" rid="B6">Brock and Freeze, 1969</xref>; <xref ref-type="bibr" rid="B24">Lewis, 2013</xref>; <xref ref-type="bibr" rid="B30">Mojica and Rodriguez-Valera, 2016</xref>; <xref ref-type="bibr" rid="B48">Yamamoto, 2001</xref>). Although molecular and computational approaches have facilitated the mining of genomic datasets to identify novel compounds, these methods are limited. Many compounds, including numerous antibiotics, are post-translationally modified by their host organisms&#x2014;a process that cannot be replicated without access to the organism in culture (<xref ref-type="bibr" rid="B25">Lewis et&#xa0;al., 2010</xref>). Cultivation of previously uncultured microorganisms would have wide reaching and broad implications for medicine, ecology, and biotechnology.</p>
<p>Scientists have developed various strategies to improve the success of microbial cultivation. One common approach involves modifying growth media through supplementation, dilution, or targeted design based on genomic information, providing microbes with more optimal nutrients (<xref ref-type="bibr" rid="B2">Bashan et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B5">Bomar et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B8">Connon and Giovannoni, 2002</xref>; <xref ref-type="bibr" rid="B14">Greub, 2012</xref>). In order to isolate organisms from mixed populations, dilution to extinction has been commonly used (<xref ref-type="bibr" rid="B7">Button et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B42">Song et&#xa0;al., 2009</xref>). One promising cultivation approach is <italic>in situ</italic> cultivation, which leverages natural environmental nutrients to support microbial growth (<xref ref-type="bibr" rid="B1">Aoi et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B10">dos Santos et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B16">Jung et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B18">Kaeberlein et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B32">Nichols et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B35">Perrier et&#xa0;al., 2024</xref>). The general premise of <italic>in situ</italic> methods is that microbes are cultured in a growth chamber in their natural habitat. The use of membranes or other sub-micron openings allows for diffusion of growth factors and nutrients into the growth chamber, while restricting escape from the chamber by target organisms and isolating the microbes inside from surrounding competitors. These methods have been shown to enhance the richness, novelty, and diversity of cultured organisms (<xref ref-type="bibr" rid="B3">Bollmann et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B12">Gavrish et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B16">Jung et&#xa0;al., 2016</xref>, <xref ref-type="bibr" rid="B17">2014</xref>; <xref ref-type="bibr" rid="B18">Kaeberlein et&#xa0;al., 2002</xref>).</p>
<p>In this study, we aimed to evaluate the effectiveness of a variety of <italic>in situ</italic> cultivation methods for capturing the breadth of the microbial diversity of a lake site in the High Arctic. We used an array of <italic>in situ</italic> cultivation approaches&#x2014;diffusion chamber, trap, filter plate, Itip, and a microfluidic device (iPore)&#x2014;and compared these to standard cultivation in a petri dish (<xref ref-type="bibr" rid="B3">Bollmann et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B12">Gavrish et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B17">Jung et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Kaeberlein et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B45">Tandogan et&#xa0;al., 2014</xref>). We chose to survey the uppermost layer of sediment of a lake site outside of Thule, Greenland (76&#xb0;32.659&#x2019; N, 68&#xb0;27.458&#x2019; W). Unlike temperate environments, which have been known to host DNA from up to 50,000 distinct species (<xref ref-type="bibr" rid="B40">Roesch et&#xa0;al., 2007</xref>), this Arctic site provided a more tractable system for our investigation. Additionally, we incubated a subset of diffusion chambers and standard plates under anoxic conditions to assess whether anoxic incubation enhanced microbial recovery in a sediment layer with unknown oxygen content. Our results indicated that no single cultivation method was sufficient to represent the full spectrum of organisms in the environment. Instead, a combination of methods was required to maximize the diversity, richness, and novelty of microbial species isolated. These findings highlight the importance of integrating multiple cultivation approaches to comprehensively study microbial communities in complex environments.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>To cultivate biologically active and relevant microorganisms within our study community we employed standard and <italic>in situ</italic> cultivation methodologies. All <italic>in situ</italic> devices were constructed in-house.</p>
<sec id="s2_1">
<title>
<italic>In situ</italic> devices</title>
<sec id="s2_1_1">
<title>Diffusion chamber</title>
<p>The diffusion chamber was constructed using a stainless-steel O-ring with 0.03 &#xb5;m polycarbonate membrane affixed to either side using silicone glue to create a growth chamber as previously described (<xref ref-type="bibr" rid="B18">Kaeberlein et&#xa0;al., 2002</xref>). The membrane allows exchange of chemicals and growth factors between the environment and the growth chamber while restricting cell movement. A sediment&#x2013;agar mix was placed in the chamber (details below) and following solidification of the agar, the top of the device was sealed with another 0.03-&#xb5;m pore-size membrane using silicone glue. Sealed chambers were incubated <italic>in situ</italic> just below the sediment surface (~3 mm).</p>
</sec>
<sec id="s2_1_2">
<title>Trap</title>
<p>To enrich for filamentous, chain forming, and motile organisms, we constructed a microbial trap. The trap was constructed in the same manner as the diffusion chamber, except traps were filled with sterile 1% agar. One side of the trap was sealed with a 0.3-&#xb5;m polycarbonate membrane, while the other side was sealed with a 0.4-&#xb5;m polycarbonate membrane to allow for microbial colonization of the device as described in (<xref ref-type="bibr" rid="B12">Gavrish et&#xa0;al., 2008</xref>). Traps were placed on the surface of the sediment with the 0.4 &#xb5;m pore side face down for microbial entry.</p>
</sec>
<sec id="s2_1_3">
<title>Filter plate microbial trap</title>
<p>The FPMT is a high-throughput adaptation of the trap described above, featuring 96 individual small chambers that prevent fast-growing bacteria from spreading between compartments. FPMT plates were constructed as described in (<xref ref-type="bibr" rid="B15">Jung and Ahn, 2012</xref>). In brief, FPMT plates contained 96 wells, each serving as a small growth chamber. The bottom of each well was fitted with a hydrophilic polyvinyldenefluoride (PVDF) membrane with 0.45&#xb5;m pore large enough to allow for microbial entry. Wells were filled with sterile 0.7% agar and the device was placed on top of the sediment to allow direct contact of the membrane with the target environment for microbial colonization.</p>
</sec>
<sec id="s2_1_4">
<title>Itip</title>
<p>Itips were constructed as described in (<xref ref-type="bibr" rid="B17">Jung et&#xa0;al., 2014</xref>). Briefly, the lower portion of a sterile 200 &#xb5;L pipette tip was filled with acid-washed glass beads of various sizes (60&#x2013;200 &#xb5;m in diameter) to prevent the invasion of larger organisms. Sterilized media, as described below, was mixed with 0.7% agar and added above the glass beads. The narrow tip of the Itips were placed just under the surface of the sediment. Organisms were able to enter the device through the narrow top opening, while the opposite end was sealed with waterproof silicone adhesive.</p>
</sec>
<sec id="s2_1_5">
<title>iPore</title>
<p>The theory, design, and proof of concept for the microfluidic devices (iPores) used for microbial isolation was published previously (<xref ref-type="bibr" rid="B45">Tandogan et&#xa0;al., 2014</xref>). iPore devices consist of a small entry pore leading to long constriction channels terminating in growth chambers. The main premise of the iPore design is to utilize microbe-sized constrictions to prevent multiple species from colonizing the same growth chamber. The iPore is placed in the environment, and microbes can enter through the main entrance and move toward narrower constrictions leading to an isolation chamber. The constrictions and chambers were filled with DI water and a 0.03 um membrane sealed the outside of the growth chamber allowing for diffusion of nutrients from the environment into the growth chambers. The constrictions are designed to be narrow enough so that the cross-sectional area should only permit one single cell to enter&#x2014;thus blocking the opening from additional cells. As the entering cell grows and divides through the constriction, it will propagate within the isolation chamber. A variety of constriction channel widths and lengths were used to try and capture an array of species from the sediment.</p>
</sec>
</sec>
<sec id="s2_2">
<title>Sample site</title>
<p>&#x200b;&#x200b;Sediment samples were collected from the upper (oxic) layer of an artificial lake in Northwest Greenland, outside of Thule Airbase (N 76&#xb0;32.659&#x2019; W 68&#xb0;27.458&#x2019;). This lake was chosen based on a preliminary survey of multiple locations around Thule Airbase in 2013. For this study, two sample sites within the lake were chosen, designated as Rich Lake 1 (RL1) and Rich Lake 2 (RL2). Sediment from each site was combined for cultivation. Markers (plastic pipes dug into the ground) were placed at both sites to ensure continuous sampling from the same location throughout the season. The sites were 30 feet from each other, about 15 cm from the water edge, with 1&#x2013;3 mm of water above the sediment. Sediment samples were collected at various time points during the summer of 2014 for cultivation (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The temperature and pH of the sediment was measured periodically and stayed essentially unchanged throughout the season: 10 &#xb0;C with a pH of 6.8.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Sampling dates and incubation durations for standard and <italic>in situ</italic> cultivation devices.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Method</th>
<th valign="middle" colspan="3" align="center">Date of sample collection</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" align="center">Standard cultivation</th>
<th valign="middle" align="center"/>
<th valign="middle" align="center">Sample collection</th>
<th valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Standard cultivation 1</td>
<td valign="middle" align="left">&#xa0;</td>
<td valign="middle" align="center">11-Jun</td>
<td valign="middle" align="left">&#xa0;</td>
</tr>
<tr>
<td valign="middle" align="center">Standard cultivation 2</td>
<td valign="middle" align="left">&#xa0;</td>
<td valign="middle" align="center">08-Jul</td>
<td valign="middle" align="left">&#xa0;</td>
</tr>
<tr>
<td valign="middle" align="center">Standard cultivation 3</td>
<td valign="middle" align="left">&#xa0;</td>
<td valign="middle" align="center">22-Jul</td>
<td valign="middle" align="left">&#xa0;</td>
</tr>
<tr>
<th valign="middle" align="center">
<italic>In situ</italic> cultivation</th>
<th valign="middle" align="center">Date of device set up</th>
<th valign="middle" align="center">Device retrieval</th>
<th valign="middle" align="center">Incubation time (days)</th>
</tr>
<tr>
<th valign="middle" align="center">
<italic>In situ</italic> 1</th>
<th valign="middle" colspan="3" align="left">&#xa0;<break/>&#xa0;<break/>&#xa0;</th>
</tr>
<tr>
<td valign="middle" align="center">Diffusion chamber 1</td>
<td valign="middle" align="center">05-Jun</td>
<td valign="middle" align="center">26-Jun</td>
<td valign="middle" align="center">22</td>
</tr>
<tr>
<td valign="middle" align="center">Trap 1</td>
<td valign="middle" align="center">05-Jun</td>
<td valign="middle" align="center">26-Jun</td>
<td valign="middle" align="center">22</td>
</tr>
<tr>
<td valign="middle" align="center">Filter plate 1</td>
<td valign="middle" align="center">05-Jun</td>
<td valign="middle" align="center">27-Jun</td>
<td valign="middle" align="center">23</td>
</tr>
<tr>
<td valign="middle" align="center">Itip 1</td>
<td valign="middle" align="center">05-Jun</td>
<td valign="middle" align="center">27-Jun</td>
<td valign="middle" align="center">23</td>
</tr>
<tr>
<th valign="middle" align="center">
<italic>In situ</italic> 2</th>
<th valign="middle" colspan="3" align="left">&#xa0;<break/>&#xa0;<break/>&#xa0;</th>
</tr>
<tr>
<td valign="middle" align="center">Diffusion chamber 2</td>
<td valign="middle" align="center">30-Jun</td>
<td valign="middle" align="center">15-Jul</td>
<td valign="middle" align="center">16</td>
</tr>
<tr>
<td valign="middle" align="center">Trap 2</td>
<td valign="middle" align="center">30-Jun</td>
<td valign="middle" align="center">15-Jul</td>
<td valign="middle" align="center">16</td>
</tr>
<tr>
<td valign="middle" align="center">iPore</td>
<td valign="middle" align="center">03-Jul</td>
<td valign="middle" align="center">16-Jul</td>
<td valign="middle" align="center">13</td>
</tr>
<tr>
<th valign="middle" align="center">
<italic>In situ</italic> 3</th>
<th valign="middle" colspan="3" align="left">&#xa0;<break/>&#xa0;<break/>&#xa0;</th>
</tr>
<tr>
<td valign="middle" align="center">Diffusion chamber 3</td>
<td valign="middle" align="center">29-Jul</td>
<td valign="middle" align="center">08-Aug</td>
<td valign="middle" align="center">11</td>
</tr>
<tr>
<td valign="middle" align="center">Trap 3</td>
<td valign="middle" align="center">29-Jul</td>
<td valign="middle" align="center">08-Aug</td>
<td valign="middle" align="center">11</td>
</tr>
<tr>
<td valign="middle" align="center">Filter plate 3</td>
<td valign="middle" align="center">29-Jul</td>
<td valign="middle" align="center">08-Aug</td>
<td valign="middle" align="center">11</td>
</tr>
<tr>
<td valign="middle" align="center">Itip 3</td>
<td valign="middle" align="center">29-Jul</td>
<td valign="middle" align="center">08-Aug</td>
<td valign="middle" align="center">11</td>
</tr>
<tr>
<td valign="middle" align="center">iPore</td>
<td valign="middle" align="center">24-Jul</td>
<td valign="middle" align="center">06-Aug</td>
<td valign="middle" align="center">13</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_3">
<title>Cultivation conditions</title>
<p>Three cultivation media were used: R2A, 1:100 Nutrient Agar (1:100 NA) and Soil Extract Agar (SE). R2A was made following the manufacturer recommendations (BD, Difco 218263). A 1:100 dilution of Nutrient Agar was made using 0.8 g/L Nutrient Broth (Difco 247940) and Bacto Technical Agar (15 g/L; Difco 281230). Sediment from the lake was mixed with DI water and sterilized at 121&#xb0;C and 15 PSI for one hour. The solution was allowed to sediment and the supernatant was collected. For SE agar, Bacto Technical Agar (15 g/L) was added to the sediment and autoclaved. The average temperature of the lake throughout the entire sampling campaign was 10&#xb0;C, however the sediment experiences colder temperatures during other parts of the season (such as 2&#xb0;C). To simulate the natural conditions of the lake, all cultures were incubated at both 0&#x2013;2&#xb0;C and 10&#xb0;C.</p>
</sec>
<sec id="s2_4">
<title>Standard cultivation</title>
<p>Samples for standard cultivation were collected at three time points between June and July 2014 (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) from both RL1 and RL2. Using a sterile teaspoon, the uppermost 2&#x2013;3 mm of sediment was transferred to a 50 mL Falcon tube and immediately transported to the laboratory within an hour. RL1 and RL2 samples were combined and vortexed. Serial dilutions through 10<sup>&#x2013;5</sup> were prepared using phosphate-buffered saline. Each dilution was plated on three different media: R2A, a 1:100 dilution of NA, and SE. To capture facultative anaerobes, a subset of R2A and NA plates were concurrently incubated in anaerobic boxes under 95% nitrogen and 5% carbon dioxide at room temperature.</p>
</sec>
<sec id="s2_5">
<title>
<italic>In situ</italic> cultivation</title>
<p>
<italic>In situ</italic> devices were constructed as described above. Sediment for diffusion chamber inoculum was collected and serial dilutions were prepared in 10mL of 42&#xb0;C warm agar, and 3 mL was loaded into each diffusion chamber, which was then sealed with a polycarbonate membrane. Traps and FPMTs were filled with sterile agar. Itips were filled with either R2A, a 1:100 dilution of NA, or SE. <italic>In situ</italic> devices were placed at the sample site 3 times throughout the season (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) and left to incubate for 2&#x2013;3 weeks (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S1, S2</bold>
</xref>).</p>
</sec>
<sec id="s2_6">
<title>Device and biomass retrieval</title>
<p>After incubation, all devices (9 DCs, 6 Traps, 1 filter plate, 9 Itips per site) were aseptically disassembled with a sterile blade and agar containing microorganisms was carefully removed using sterile loops. The agar mixture was combined with sterile media, homogenized, and vortexed. The mixture was used as an inoculum for serial dilutions through 10<sup>&#x2212;5</sup>, of which 100 &#xb5;l of each dilution were spread on three types of solid media: R2A, a 1:100 dilution of nutrient agar, and soil extract agar, and incubated at 0&#xb0;C or 10&#xb0;C. Contents of the growth chamber in iPore devices were retrieved with a sterile toothpick and streaked directly on agar plates.</p>
</sec>
<sec id="s2_7">
<title>Microbial isolation and sub-cultivation</title>
<p>Standard cultivation plates and plates from serial dilutions of <italic>in situ</italic> devices were incubated at 0&#xb0;C or 10&#xb0;C for at least three weeks. Following incubation, plates were individually examined and dilutions resulting in single colonies were selected. Biomass from single colonies was lifted off the plate with a toothpick, restreaked, and incubated on the same media and at the same temperature as the parent plate. To the best of our ability, colonies were picked to encompass as many different representative phenotypes as were distinguishable under a dissecting scope. Denser and less dense plates were also examined under the dissecting scope for additional unique phenotypes, which were isolated as described above.</p>
</sec>
<sec id="s2_8">
<title>Isolation, identification, and downstream analysis</title>
<p>Sealed petri dishes were transported in an enclosed container with ice packs to Northeastern University, Boston MA, U.S.A. and immediately returned to their original cultivation temperature. Isolates were cultured on either 1% NA, 10% NA, or R2A until determined pure by microscopic visualization. Pure isolates were archived in 20% glycerol at &#x2212;80&#xb0;C. Taxonomic identification was performed by sequencing the 16S rRNA gene. Biomass from a colony was picked with a sterile toothpick and homogenized with molecular-grade water for colony PCR. One microliter of homogenate was used as a template for PCR-enabled 16S Sanger Sequencing using the 27F (5&#x2019;-AGAGTTTGATCCTGGCTCAG-3&#x2019;) and 1492R (5&#x2019;-GGTTACCTTGTTAGGACTT-3&#x2019;) primers (<xref ref-type="bibr" rid="B22">Lane, 1991</xref>) and the HotStarTaq system (Qiagen Cat #203445). PCR was performed under the following conditions: 15-minute denaturation at 95&#xb0;C, followed by 20 cycles of 1 minute at 95&#xb0;C, 1 minute at 55&#xb0;C, and 1 minute at 72&#xb0;C. PCR products were purified and sequenced commercially (at Macrogen or Genewiz) by fluorescent terminator sequencing using the 27F primer. Some isolates were re-sequenced in the case of poor quality with the use of the 1492R primer.</p>
<p>In total 1109 isolates were sequenced (<xref ref-type="table" rid="T2"><bold>Table 2</bold></xref>). The sequences were assessed for quality and manually trimmed. After trimming low-quality bases, the average sequence length was 772 base pairs (standard deviation=129 bp). Sequences were imported into QIIME2 version 2022.8 (<xref ref-type="bibr" rid="B4">Bolyen et&#xa0;al., 2019</xref>) and dereplicated using VSEARCH (<xref ref-type="bibr" rid="B41">Rognes et&#xa0;al., 2016</xref>). Sequences were clustered at 97% sequence similarity into OTUs, and taxonomy was assigned using full length 16S reference sequences from the SILVA taxonomy database release 138 (<xref ref-type="bibr" rid="B38">Quast et&#xa0;al., 2013</xref>). A phylogenetic tree was generated and rooted using the Mafft and fasttree QIIME2 plug-ins (<xref ref-type="bibr" rid="B19">Katoh et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B37">Price et&#xa0;al., 2010</xref>). Figures were constructed using <italic>phyloseq</italic> (<xref ref-type="bibr" rid="B29">McMurdie and Holmes, 2013</xref>), <italic>ggplot2</italic> (Hadley <xref ref-type="bibr" rid="B47">Wickham, 2016</xref>) and <italic>ggtree</italic> (<xref ref-type="bibr" rid="B49">Yu, 2020</xref>; <xref ref-type="bibr" rid="B50">Yu et&#xa0;al., 2017</xref>) in R (version 4.2.3) (<xref ref-type="bibr" rid="B39">R Core Team, 2021</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Number of colonies isolated, categorized by cultivation method and subculture media type.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Method of isolation</th>
<th valign="middle" align="center">R2a</th>
<th valign="middle" align="center">SE</th>
<th valign="middle" align="center">NA</th>
<th valign="middle" align="center">Total</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Standard cultivation</td>
<td valign="middle" align="center">161</td>
<td valign="middle" align="center">67</td>
<td valign="middle" align="center">91</td>
<td valign="middle" align="center">319</td>
</tr>
<tr>
<td valign="middle" align="center">Standard cultivation (anoxic)</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">20</td>
</tr>
<tr>
<td valign="middle" align="center">Diffusion chamber</td>
<td valign="middle" align="center">186</td>
<td valign="middle" align="center">55</td>
<td valign="middle" align="center">104</td>
<td valign="middle" align="center">345</td>
</tr>
<tr>
<td valign="middle" align="center">Diffusion chamber (anoxic)</td>
<td valign="middle" align="center">44</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">52</td>
</tr>
<tr>
<td valign="middle" align="center">Trap</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">82</td>
</tr>
<tr>
<td valign="middle" align="center">Itip</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">78</td>
</tr>
<tr>
<td valign="middle" align="center">Filter plate</td>
<td valign="middle" align="center">107</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">110</td>
</tr>
<tr>
<td valign="middle" align="center">iPore</td>
<td valign="middle" align="center">103</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">103</td>
</tr>
<tr>
<td valign="middle" align="center">Total</td>
<td valign="middle" align="center">668</td>
<td valign="middle" align="center">151</td>
<td valign="middle" align="center">290</td>
<td valign="middle" align="center">1109</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>To compare cultivation approaches to each other, isolation power was calculated as the number of OTUs captured by a method, divided by the total number of OTUs observed across the study. Isolation efficiency was calculated by dividing the isolation power by the number of isolates from that method.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Overview of cultivated organisms</title>
<p>We isolated a total of 1109 colonies and sequenced these isolates using Sanger sequencing of the 16S rRNA gene (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). After sequencing, quality control, and removal of non-bacterial sequences we retained 1,093 sequences. These sequences clustered into 155 97% rRNA gene sequence similarity based OTUs. OTUs were classified within four bacterial phyla: Proteobacteria, Actinobacteria, Bacteroidota, and Firmicutes (nomenclature based on SILVA release 138). Proteobacteria was the most abundant phylum in our isolate collection, encompassing 58.6% of cultured isolates. Within the Proteobacteria phylum, we cultivated representatives of Alpha- and Gammaproteobacteria. Our sequenced isolates spanned 77 genera, but two genera dominated, with 19.1% of isolates classified as <italic>Flavobacterium</italic> and 10.5% as <italic>Pseudomonas</italic>. We also cultivated a high level of intra-generic diversity of <italic>Flavobacterium</italic>, isolating 19 unique <italic>Flavobacterium</italic> OTUs.</p>
</sec>
<sec id="s3_2">
<title>
<italic>In situ</italic> and standard cultivation produce diverse and unique culture collections</title>
<p>We used an array of cultivation approaches&#x2014;standard (aerobic and anoxic), and <italic>in situ</italic>&#x2014;to establish a representative culture collection of the lake sediment. Using aerobic standard cultivation, we cultured 319 isolates which clustered into 92 OTUs. Using anoxic standard cultivation, we cultured 20 isolates and 5 OTUs. Among all <italic>in situ</italic> approaches, we cultured 770 isolates and 104 OTUs.</p>
<p>Standard, anoxic, and <italic>in situ</italic> cultivation techniques yielded diverse collections of isolates. Both standard and <italic>in situ</italic> approaches resulted in cultured isolates spanning 4 different phyla, while anoxic approaches resulted in cultured isolates from 2 phyla. <italic>In situ</italic> approaches resulted in isolates spanning 59 unique genera across 28 families and 18 orders. Standard approaches resulted in isolates from 48 unique genera across 27 families and 18 orders. Anoxic cultivation resulted in isolates from 4 genera, 3 families, and 2 orders.</p>
<p>When comparing the OTU level composition of our isolate collections, we observed minimal overlap of isolates obtained by the different approaches: only 3 of 155 unique OTUs were common among all three broad methodologies (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Using <italic>in situ</italic> cultivation methods, we successfully cultured 62 OTUs that were not recovered through standard cultivation alone. Conversely, traditional methods yielded 49 OTUs that <italic>in situ</italic> approaches failed to capture. These differences were also apparent when comparing which orders were successfully cultivated by these 3 broad approaches (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In particular, there were 4 bacterial orders for which isolates were only cultivated using <italic>in situ</italic> approaches, and 4 that were only captured using standard cultivation.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Overlap of OTUs cultured by each approach. Numbers within the diagram indicate OTUs unique to, or shared between, the different cultivation methods. Standard aerobic and anoxic cultivation methods are shown separately, while all <italic>in situ</italic> approaches are combined into a single category.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frmbi-04-1619859-g001.tif">
<alt-text content-type="machine-generated">Venn diagram showing three circles labeled &#x201c;In Situ,&#x201d; &#x201c;Standard cultivation &#x2013; Anoxic,&#x201d; and &#x201c;Standard cultivation &#x2013; Aerobic.&#x201d; The overlaps are populated with numbers: &#x201c;62&#x201d; in &#x201c;In Situ,&#x201d; &#x201c;0&#x201d; overlapping &#x201c;In Situ&#x201d; and &#x201c;Anoxic,&#x201d; &#x201c;39&#x201d; overlapping &#x201c;In Situ&#x201d; and &#x201c;Aerobic,&#x201d; &#x201c;3&#x201d; in the center overlap, &#x201c;1&#x201d; in &#x201c;Anoxic&#x201d; alone and its overlap with &#x201c;Aerobic,&#x201d; and &#x201c;49&#x201d; in &#x201c;Aerobic&#x201d; alone.</alt-text>
</graphic>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Distribution of recovered isolates, grouped by the taxonomic order of their corresponding OTUs, across different cultivation methods. Bars represent the proportion of isolates associated with each cultivation strategy (<italic>in situ</italic>, standard aerobic, and standard anoxic cultivation).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frmbi-04-1619859-g002.tif">
<alt-text content-type="machine-generated">Bar chart displaying the proportion of Operational Taxonomic Units (OTUs) across different bacterial orders. Three cultivation methods are shown: In Situ (yellow), Standard cultivation &#x2013; Aerobic (orange), and Standard cultivation &#x2013; Anoxic (cyan). The chart highlights varying OTU proportions for each order, emphasizing differences in cultivation methods.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_3">
<title>Individual <italic>in situ</italic> approaches produce unique culture collections</title>
<p>We observed low overlap in the OTUs we cultured using each <italic>in situ</italic> cultivation method, with only one OTU overlapping between all methodologies (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The largest number of unique OTUs were cultivated using the diffusion chamber and iPore devices. When comparing the <italic>in situ</italic> approaches, we observed a similar pattern as when we compare standard and <italic>in situ</italic> approaches as a whole, in that some orders were only successfully cultivated by some approaches (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In particular, use of the iPore was necessary to culture three orders: Reyranalles, Solirubrobacterales, and Staphylococcales. Use of the diffusion chamber was necessary to culture two orders: Rhodobacterales and Aeromonadales.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Overlap of OTUs recovered using different <italic>in situ</italic> methods. N indicates the total number of OTUs recovered by each method. Numbers within the diagram indicate reflect OTUs that are unique to, or shared among, <italic>in situ</italic> approaches, highlighting the complementary nature of these cultivation strategies.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frmbi-04-1619859-g003.tif">
<alt-text content-type="machine-generated">Venn diagram showing the overlap of five categories: iPore, Diffusion Chamber, Filter Plate, Itip, and Trap. Each section contains numbers indicating the quantity belonging to each intersection, with numbers ranging from zero to twenty-eight.</alt-text>
</graphic>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Unique <italic>in situ</italic> cultivation methods yield distinct taxonomic profiles among recovered isolates. Bars represent the distribution of isolates, grouped by taxonomic order of the corresponding OUT, across five <italic>in situ</italic> cultivation approaches. Proportions reflected the relative contribution of each method to the recovery of microbial diversity within each order.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frmbi-04-1619859-g004.tif">
<alt-text content-type="machine-generated">Stacked bar chart showing the proportion of Operational Taxonomic Units (OTUs) across bacterial orders using different cultivation methods. The x-axis represents the proportion of OTUs from 0.00 to 1.00, and the y-axis lists bacterial orders. Colors indicate cultivation methods: blue for Diffusion Chamber, green for Filter plate, orange for iPore, red for Itip, and purple for Trap.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_4">
<title>Anoxic subculture of <italic>in situ</italic> inoculum is required to isolate additional diversity</title>
<p>We tested whether or not anoxic subculture of the colonies initially grown in the diffusion chambers increased the diversity of our culture collection. The majority of isolates initially cultured in the diffusion chamber were successfully subcultured in aerobic conditions, and 13 OTUs were cultivated using both anoxic and aerobic conditions. However, 4 OTUs required anoxic subculture conditions to be successfully isolated (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Overlap of OTUs initially recovered from diffusion chambers and subsequently subcultured under aerobic or anoxic conditions. Numbers in the diagram indicate OTUs that are unique to, or shared between, the subculturing approaches. Notably, anoxic subcultivation was required to recover seven OTUs that initially grew in diffusion chambers but could not be maintained under aerobic conditions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frmbi-04-1619859-g005.tif">
<alt-text content-type="machine-generated">Venn diagram showing two diffusion chambers: anoxic in red and aerobic in blue. The anoxic chamber has 4 unique elements, the aerobic chamber has 13, and 48 elements overlap in green, indicating shared characteristics.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_5">
<title>Organisms show cultivation preference which is partially informed by phylogeny</title>
<p>Taxonomy played a role in which OTUs were successfully cultivated by each method. In particular, OTUs belonging to Thermoleophilia, Reyranalles, Solirubobacteriales and Staphylococcales were only cultivated using the iPore, while Streptomycetales, Xanthomonadales, Chitinophagales, and Cytophagales were only cultivated using standard aerobic approaches (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). However, all three broad approaches recovered a relatively even spread of OTUs across the phylogenetic tree (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Cultivation preference of different taxonomic groups.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Group</th>
<th valign="middle" align="left">Most effective method for isolation</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Firmicutes</td>
<td valign="middle" align="left">Standard aerobic, iPore, trap</td>
</tr>
<tr>
<td valign="middle" align="left">Thermoleophilia</td>
<td valign="middle" align="left">
<italic>In situ</italic>: iPore</td>
</tr>
<tr>
<td valign="middle" align="left">Bacillli</td>
<td valign="middle" align="left">Standard aerobic, <italic>In situ</italic>: iPore, trap</td>
</tr>
<tr>
<td valign="middle" align="left">Alteromonadales</td>
<td valign="middle" align="left">
<italic>In situ</italic>: iPore, trap</td>
</tr>
<tr>
<td valign="middle" align="left">Reyranellales</td>
<td valign="middle" align="left">
<italic>In situ</italic>: iPore</td>
</tr>
<tr>
<td valign="middle" align="left">Solirubrobacteriales</td>
<td valign="middle" align="left">
<italic>In situ</italic>: iPore</td>
</tr>
<tr>
<td valign="middle" align="left">Staphylococcales</td>
<td valign="middle" align="left">
<italic>In situ</italic>: iPore</td>
</tr>
<tr>
<td valign="middle" align="left">Streptomycetales</td>
<td valign="middle" align="left">Standard aerobic cultivation</td>
</tr>
<tr>
<td valign="middle" align="left">Xanthomonadales</td>
<td valign="middle" align="left">Standard aerobic cultivation</td>
</tr>
<tr>
<td valign="middle" align="left">Chitinophagales</td>
<td valign="middle" align="left">Standard aerobic cultivation</td>
</tr>
<tr>
<td valign="middle" align="left">Cytophagales</td>
<td valign="middle" align="left">Standard aerobic cultivation</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Different cultivation methodologies provide access to unique branches of the phylogenetic tree. The tree was constructed based on 16S rRNA gene sequences from isolates recovered across different cultivation strategies. Isolates span the Gammaproteobacteria, Alphaproteobacteria, Actinobacteria, Bacilli, Thermoleophilia, and Bacteroidia classes. Colored dots represent isolates obtained via <italic>in situ</italic> cultivation (yellow), standard aerobic cultivation (red), and standard anoxic cultivation (blue), highlighting how different methodologies access distinct regions of phylogenetic diversity.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="frmbi-04-1619859-g006.tif">
<alt-text content-type="machine-generated">Phylogenetic tree showing bacterial diversification across classifications: Gammaproteobacteria, Alphaproteobacteria, Actinobacteria, Bacilli, Thermoleophilia, and Bacteroidia. Cultivation methods are indicated by colored dots: yellow for in situ, red for standard aerobic, and blue for standard anoxic. Scale bar shows a branch length of 0.03.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_6">
<title>Cultivation methods vary in isolation novelty and efficiency</title>
<p>The majority of isolates recovered had a 16S rRNA gene sequence that matched between 97&#x2013;100% to the closest reference sequence in the SILVA database (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Using standard aerobic cultivation, we isolated four OTUs with less than 96% sequence identity to their closest match in the SILVA database, with the lowest-identity isolate sharing 93% sequence similarity with a Flavobacterium species. Using standard anoxic cultivation, we recovered one isolate that shared 91.5% sequence identity with its nearest match, which belonged to the family Microbacteriaceae in the phylum Actinobacteriota. The two most novel organisms were isolated using the iPore (89%) and diffusion chamber (89%) methods (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). The iPore isolate, which shared 89% sequence identity, was most closely related to an uncultured organism in the family Solirubrobacteraceae (phylum Actinobacteriota). Similarly, the diffusion chamber isolate with 89% sequence identity was most closely related to a member of the family Oxalobacteraceae. Incubating diffusion chamber contents under anoxic conditions also resulted in one isolate with &lt;96% rRNA gene sequence identity to its closest SILVA match, specifically showing 95% similarity to a Mucilaginibacter species. Additionally, one isolate from the filter plate method was identified as relatively novel, sharing 95.8% rRNA gene sequence identity with a member of the family Acetobacteraceae.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Number of OTUs captured using different cultivation methods, categorized by their sequence identity to the closest reference in the SILVA database. Percent identity is based on the highest similarity match found within the database. Sequences with &lt;96% identity are considered potentially novel at the genus level, while those with &lt;95% identity may indicate novelty at the family level or higher. Some OTUs were recovered by multiple cultivation approaches.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">% identity to closest match in SILVA database</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
<th valign="middle" align="center">OTUs</th>
</tr>
<tr>
<th valign="middle" align="center">SC - aer</th>
<th valign="middle" align="center">SC - an</th>
<th valign="middle" align="center">DC - aer</th>
<th valign="middle" align="center">DC - an</th>
<th valign="middle" align="center">T</th>
<th valign="middle" align="center">FP</th>
<th valign="middle" align="center">It</th>
<th valign="middle" align="center">Ip</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">99</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">38</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">20</td>
</tr>
<tr>
<td valign="middle" align="center">98</td>
<td valign="middle" align="center">36</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">10</td>
</tr>
<tr>
<td valign="middle" align="center">97</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">9</td>
</tr>
<tr>
<td valign="middle" align="center">96</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">95</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="center">&lt;95</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">Total OTUs captured by method</td>
<td valign="middle" align="center">131</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">88</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">45</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Percent identity is based on the highest similarity match found within the database. Sequences with &lt;96% identity are considered potentially novel at the genus level, while those with &lt;95% identity may indicate novelty at the family level or higher. Some OTUs were recovered by multiple cultivation approaches.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>To analyze how methods compared to each other, we calculated isolation power to determine how many of the total available OTUs each method could capture and divided by the total number of isolates to get an isolation efficiency (<xref ref-type="table" rid="T5"><bold>Table 5</bold></xref>). Standard cultivation had the largest isolation power (capturing 85% of all OTUs found in study), while the diffusion chamber had the second largest isolation power. All other isolation methods captured &lt;30% of the OTUs detected in the study. However, when considering how this translates into diversity (isolation efficiency) the iPore had the highest isolation efficiency&#x2014;even though it only captured 29% of the OTUs, it was more efficient than any other method.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Comparison of cultivation methods based on isolation power, isolation efficiency, and most divergent OTU recovered.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Method</th>
<th valign="middle" align="center">Most divergent OTU (% identity to closest SILVA match) total available</th>
<th valign="middle" align="center">Isolation power</th>
<th valign="middle" align="center">Isolation efficiency</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Standard cultivation</td>
<td valign="middle" align="center">93.35</td>
<td valign="middle" align="center">0.85</td>
<td valign="middle" align="center">0.0027</td>
</tr>
<tr>
<td valign="middle" align="center">Standard cultivation (anoxic)</td>
<td valign="middle" align="center">91.52</td>
<td valign="middle" align="center">0.03</td>
<td valign="middle" align="center">0.0016</td>
</tr>
<tr>
<td valign="middle" align="center">Diffusion Chamber</td>
<td valign="middle" align="center">89.46</td>
<td valign="middle" align="center">0.57</td>
<td valign="middle" align="center">0.0017</td>
</tr>
<tr>
<td valign="middle" align="center">Diffusion Chamber (anoxic)</td>
<td valign="middle" align="center">94.97</td>
<td valign="middle" align="center">0.13</td>
<td valign="middle" align="center">0.0025</td>
</tr>
<tr>
<td valign="middle" align="center">Trap</td>
<td valign="middle" align="center">97.31</td>
<td valign="middle" align="center">0.19</td>
<td valign="middle" align="center">0.0023</td>
</tr>
<tr>
<td valign="middle" align="center">I-tip</td>
<td valign="middle" align="center">97.03</td>
<td valign="middle" align="center">0.15</td>
<td valign="middle" align="center">0.0019</td>
</tr>
<tr>
<td valign="middle" align="center">Filter plate</td>
<td valign="middle" align="center">95.88</td>
<td valign="middle" align="center">0.11</td>
<td valign="middle" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="center">iPore</td>
<td valign="middle" align="center">89.42</td>
<td valign="middle" align="center">0.29</td>
<td valign="middle" align="center">0.0028</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The most divergent OTU for each method is defined as the isolate with the lowest percent identity to its closest match in the SILVA database. Isolation power is calculated as the proportion of unique OTUs recovered by each method relative to the total number of OTUs recovered across all methods. Isolation efficiency represents the fraction of unique OTUs captured per total number of isolates obtained using each method.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>One of the major issues constraining the advancement of microbiology is the fact that many microbial species across the tree of life continue to evade cultivation. Therefore, it is important to establish best practices and develop methods that can aid in accessing the broad diversity of microbiota. We compared several <italic>in situ</italic> approaches with traditional aerobic and anoxic techniques to test their efficacy in cultivating microbes from lake sediment in the high Arctic. We found that 1) both <italic>in situ</italic> and standard approaches yielded diverse collections of microbial isolates, 2) microbial taxa exhibited cultivation preferences, with certain taxa exclusively or preferentially cultured by particular methods, and 3) no single method was sufficient to capture the full microbial diversity of the sample, emphasizing the need for a multi-method approach.</p>
<p>We isolated 1,109 colonies which clustered <italic>de novo</italic> into 155 OTUs based on 97% homology of rRNA gene sequences. Our dataset was dominated by the phylum Proteobacteria, though we also isolated members of Actinobacteria, Bacteroidota and Firmicutes. This is consistent with other culture collections from Arctic environments (<xref ref-type="bibr" rid="B31">M&#xf8;ller et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B34">Pearce et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B44">Steven et&#xa0;al., 2007</xref>). Within the Proteobacteria phylum, we cultivated representatives of Alpha-, Beta-, and Gammaproteobacteria, but the majority of isolates were Betaproteobacteria, which have been found to dominate freshwater systems such as our lake (<xref ref-type="bibr" rid="B20">Kirchman, 2002</xref>). At the order level, we encountered a majority of isolates from the orders Burkholderiales, Flavobacteriales, and Micrococcales. Interestingly, a previous study of Arctic snow encountered only one Burkholdariales isolate, in contrast with our study (<xref ref-type="bibr" rid="B31">M&#xf8;ller et&#xa0;al., 2013</xref>). Flavobacteriales are within the Cytophaga-Flavobacterium cluster and can be commonly found in Arctic environments, including sea ice (<xref ref-type="bibr" rid="B43">Staley and Gosink, 1999</xref>), cold marine surface waters (<xref ref-type="bibr" rid="B46">Wells and Deming, 2003</xref>), and ice-covered freshwater lakes (<xref ref-type="bibr" rid="B31">M&#xf8;ller et&#xa0;al., 2013</xref>). These organisms may play important roles as heterotrophs in aquatic and sea-ice environments. We also encountered a number of Pseudomonadales and Sphingomonadales, which have been detected in Arctic environments using culture-dependent methods (<xref ref-type="bibr" rid="B44">Steven et&#xa0;al., 2007</xref>). Altogether, the composition of our culture collection was largely consistent with previous work.</p>
<p>Interestingly, we found minimal overlap of isolates obtained by <italic>in situ</italic>, anoxic, and aerobic approaches: only 3 of 155 OTUs were common among all three broad methodologies (standard aerobic, anoxic, and <italic>in situ</italic>). We expected to find minimal overlap between anoxic conditions and other cultivation methods due to the nature of anoxic enrichments. Indeed, the OTUs we cultured using anoxic approaches were all facultative or obligate anaerobes, as expected. However, the minimal overlap between standard and <italic>in situ</italic> cultivation was surprising. We term the tendency of representatives of some taxonomic divisions to be cultivated by any particular approach as &#x201c;cultivation preference.&#x201d; Cultivation preferences became more pronounced at lower taxonomic divisions, such as order. For example, four orders were exclusively cultivated using the iPore, and four were exclusively cultivated using standard aerobic approaches. The recovery of comparable numbers of OTUs using standard cultivation was also unexpected since we cultivated twice as many isolates via <italic>in situ</italic> methods compared to standard cultivation. Previous studies have found that <italic>in situ</italic> approaches result in richer culture collections as compared to standard cultivation methodologies (<xref ref-type="bibr" rid="B3">Bollmann et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B16">Jung et&#xa0;al., 2016</xref>), however, our <italic>in situ</italic> isolate collection was not significantly richer than standard cultivation. Note, however, that <italic>in situ</italic> isolates described here are not what grew in the <italic>in situ</italic> devices but those that could be successfully subcultured from them using conventional methodologies. Further investigations could include sequencing of biomass contained in <italic>in situ</italic> devices to determine what taxa may be lost between initial <italic>in situ</italic> incubation and subcultivation in a lab.</p>
<p>We also found degrees of cultivation preference for microbes cultured with different <italic>in situ</italic> methods. This was consistent with our expectations, as each device was designed to overcome a limitation or target a specific group of organisms. The trap selects for filamentous, motile, and <italic>Actino&#xad;</italic>type organisms (<xref ref-type="bibr" rid="B12">Gavrish et&#xa0;al., 2008</xref>). The trap device can be easily overgrown by fast-growing species, and the filter plate was designed to overcome this limitation. It functions like a trap but contains 96 individual wells to prevent overgrowth (<xref ref-type="bibr" rid="B15">Jung and Ahn, 2012</xref>). The Itip was initially designed to cultivate microorganisms associated with marine sponges, and therefore has a smaller area for microbial entry, compared to the large flat surface of the filter plate and other devices (<xref ref-type="bibr" rid="B17">Jung et&#xa0;al., 2014</xref>). The iPore prototype used here selects for motile and filamentous bacteria because the only way they can reach growth chambers is through growth or movement through a maze of microfluidic channels (<xref ref-type="bibr" rid="B45">Tandogan et&#xa0;al., 2014</xref>). The diffusion chamber does not rely on motility, as it is inoculated prior to <italic>in situ</italic> incubation. However, multiple cells are placed in the single diffusion chamber, enabling fast growing or metabolically competitive species to easily outcompete others (<xref ref-type="bibr" rid="B11">Freilich et&#xa0;al., 2011</xref>). Given the design of each device, we expected some uniqueness in each collection. However, we were surprised to observe that the overlap of organisms cultured using the five approaches was so low&#x2014;with only one OTU common to all methods. This OTU shared 98% 16S rRNA gene sequence identity with the genus <italic>Massilia</italic>.</p>
<p>In terms of novelty and efficiency, different methods exhibited varying strengths. Standard aerobic cultivation recovered the highest number of OTUs overall, but <italic>in situ</italic> methods, particularly the iPore and diffusion chamber, captured the most novel OTUs. The most novel organisms (89% rRNA gene sequence identity to known strains) were isolated using the iPore and diffusion chamber, highlighting their utility in accessing previously uncultured taxa. When accounting for isolation effort relative to diversity recovered, the iPore demonstrated the highest efficiency, followed by standard aerobic cultivation and the diffusion chamber. These findings suggest that while traditional methods remain effective, integrating novel <italic>in situ</italic> techniques can significantly enhance microbial discovery.</p>
<p>Due to our observation of strong cultivation preferences exhibited by particular taxonomic groups among both standard and <italic>in situ</italic> approaches, we suggest that a variety of cultivation methodologies should be used to more thoroughly survey a microbial community and successfully culture the microbes present therein. The strong bias of individual methods likely results from a combination of inherent device properties as well as spatial microheterogeneity in microbial distribution within the environment. Future studies should explore sequencing biomass from <italic>in situ</italic> devices prior to subculturing to assess potential microbial losses during laboratory processing. Additionally, refining cultivation strategies based on metagenomic insights could further optimize microbial recovery. Overall, our results highlight the importance of methodological diversity in microbial cultivation efforts. Leveraging a combination of approaches can enhance the likelihood of isolating novel and ecologically relevant microorganisms, advancing our understanding of microbial life in extreme environments and beyond.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: NCBI GenBank, accession PX360553&#x2013;PX360705.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>BB: Methodology, Formal analysis, Writing &#x2013; original draft, Supervision, Writing &#x2013; review &amp; editing, Data curation, Resources, Conceptualization, Investigation, Project administration, Visualization, Validation. CW: Visualization, Formal analysis, Writing &#x2013; original draft, Data curation, Investigation, Writing &#x2013; review &amp; editing. MS: Investigation, Writing &#x2013; review &amp; editing, Methodology, Supervision, Data curation. DJ: Investigation, Writing &#x2013; review &amp; editing, Methodology, Conceptualization. NT: Writing &#x2013; review &amp; editing, Methodology. EG: Resources, Writing &#x2013; review &amp; editing, Methodology. SE: Writing &#x2013; review &amp; editing, Formal analysis, Methodology, Resources, Supervision, Conceptualization, Investigation, Funding acquisition, Project administration.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research and/or publication of this article. Funding for this research was provided by the National Science Foundation (NSF) under Grant No. 1203857.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank the members of the Epstein Lab during this work, particularly Sebastian Doerfert, Yoshi Aoi, Ethan Edson, Joshua Timmons, Eva Wunschel, Svenja Grobe, and Alina Eilers who contributed to cultivation and 16S rRNA gene sequencing of many of these isolates. We would also like to thank the entire CH2M Hill Polar Services Team whose expertise, planning, and advice allowed for travel to Greenland and for this project to be executed there, and all those at Thule Airbase for their hospitality and allowing us to stay there during this study.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<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="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that Generative AI was used in the creation of this manuscript. Generative AI (ChatGPT by OpenAI) was used during the preparation of this manuscript to assist with rewording, phrasing, and refining the text. All scientific content, results, data interpretation, and conclusions were written and verified solely by the authors.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</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>
<sec id="s11" sec-type="supplementary-material">
<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/frmbi.2025.1619859/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/frmbi.2025.1619859/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image1.jpeg" id="SM1" mimetype="image/jpeg"/>
<supplementary-material xlink:href="Image2.jpeg" id="SM2" mimetype="image/jpeg"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aoi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Kinoshita</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Hata</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Ohta</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Obokata</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Tsuneda</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Hollow-fiber membrane chamber as a device for <italic>in situ</italic> environmental cultivation</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>75</volume>, <fpage>3826</fpage>&#x2013;<lpage>3833</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/AEM.02542-08</pub-id>, PMID: <pub-id pub-id-type="pmid">19329655</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bashan</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Trejo</surname> <given-names>A.</given-names>
</name>
<name>
<surname>de-Bashan</surname> <given-names>L. E.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Development of two culture media for mass cultivation of Azospirillum spp. and for production of inoculants to enhance plant growth</article-title>. <source>Biol. Fertil Soils</source> <volume>47</volume>, <fpage>963</fpage>&#x2013;<lpage>969</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00374-011-0555-3</pub-id>
</citation></ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bollmann</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Lewis</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S. S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Incubation of environmental samples in a diffusion chamber increases the diversity of recovered isolates</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>73</volume>, <fpage>6386</fpage>&#x2013;<lpage>6390</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/AEM.01309-07</pub-id>, PMID: <pub-id pub-id-type="pmid">17720826</pub-id></citation></ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bolyen</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Rideout</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Dillon</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Bokulich</surname> <given-names>N. A.</given-names>
</name>
<name>
<surname>Abnet</surname> <given-names>C. C.</given-names>
</name>
<name>
<surname>Al-Ghalith</surname> <given-names>G. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2</article-title>. <source>Nat. Biotechnol.</source> <volume>37</volume>, <fpage>852</fpage>&#x2013;<lpage>857</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41587-019-0209-9</pub-id>, PMID: <pub-id pub-id-type="pmid">31341288</pub-id></citation></ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bomar</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Maltz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Colston</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Graf</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Directed culturing of microorganisms using metatranscriptomics</article-title>. <source>mBio</source> <volume>2</volume>:<elocation-id>10.1128/mbio.00012-11</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/mBio.00012-11</pub-id>, PMID: <pub-id pub-id-type="pmid">21467263</pub-id></citation></ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brock</surname> <given-names>T. D.</given-names>
</name>
<name>
<surname>Freeze</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>1969</year>). <article-title>Thermus aquaticus gen. n. and sp. n., a Nonsporulating Extreme Thermophile</article-title>. <source>J. Bacteriology</source> <volume>98</volume>, <fpage>289</fpage>&#x2013;<lpage>297</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/jb.98.1.289-297.1969</pub-id>, PMID: <pub-id pub-id-type="pmid">5781580</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Button</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Schut</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Quang</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Martin</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Robertson</surname> <given-names>B. R.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Viability and isolation of marine bacteria by dilution culture: theory, procedures, and initial results</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>59</volume>, <fpage>881</fpage>&#x2013;<lpage>891</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/aem.59.3.881-891.1993</pub-id>, PMID: <pub-id pub-id-type="pmid">16348896</pub-id></citation></ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Connon</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Giovannoni</surname> <given-names>S. J.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>High-throughput methods for culturing microorganisms in very-low-nutrient media yield diverse new marine isolates</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>68</volume>, <fpage>3878</fpage>&#x2013;<lpage>3885</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/AEM.68.8.3878-3885.2002</pub-id>, PMID: <pub-id pub-id-type="pmid">12147485</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Curtis</surname> <given-names>T. P.</given-names>
</name>
<name>
<surname>Sloan</surname> <given-names>W. T.</given-names>
</name>
<name>
<surname>Scannell</surname> <given-names>J. W.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Estimating prokaryotic diversity and its limits</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>99</volume>, <fpage>10494</fpage>&#x2013;<lpage>10499</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.142680199</pub-id>, PMID: <pub-id pub-id-type="pmid">12097644</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>dos Santos</surname> <given-names>J. D. N.</given-names>
</name>
<name>
<surname>Jo&#xe3;o</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Mart&#xed;n</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Vicente</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Reyes</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Lage</surname> <given-names>O. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>iChip-inspired isolation, bioactivities and dereplication of actinomycetota from portuguese beach sediments</article-title>. <source>Microorganisms</source> <volume>10</volume>, <elocation-id>1471</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/microorganisms10071471</pub-id>, PMID: <pub-id pub-id-type="pmid">35889190</pub-id></citation></ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Freilich</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zarecki</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Eilam</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Segal</surname> <given-names>E. S.</given-names>
</name>
<name>
<surname>Henry</surname> <given-names>C. S.</given-names>
</name>
<name>
<surname>Kupiec</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Competitive and cooperative metabolic interactions in bacterial communities</article-title>. <source>Nat. Commun.</source> <volume>2</volume>, <fpage>589</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncomms1597</pub-id>, PMID: <pub-id pub-id-type="pmid">22158444</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gavrish</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Bollmann</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Lewis</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>A trap for in <italic>situ</italic> cultivation of filamentous actinobacteria</article-title>. <source>J. Microbiological Methods</source> <volume>72</volume>, <fpage>257</fpage>&#x2013;<lpage>262</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.mimet.2007.12.009</pub-id>, PMID: <pub-id pub-id-type="pmid">18255181</pub-id></citation></ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gill</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The importance of bacterial culture to food microbiology in the age of genomics</article-title>. <source>Front. Microbiol.</source> <volume>8</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2017.00777</pub-id>, PMID: <pub-id pub-id-type="pmid">28507541</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Greub</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Culturomics: a new approach to study the human microbiome</article-title>. <source>Clin. Microbiol. Infection</source> <volume>18</volume>, <fpage>1157</fpage>&#x2013;<lpage>1159</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1469-0691.12032</pub-id>, PMID: <pub-id pub-id-type="pmid">23148445</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jung</surname> <given-names>D.-W.</given-names>
</name>
<name>
<surname>Ahn</surname> <given-names>T.-S.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Filter plate micro trap as a device for in <italic>situ</italic> cultivation for environmental microorganisms</article-title>. <source>J. Life Sci</source> <volume>22</volume>, <fpage>723</fpage>&#x2013;<lpage>729</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5352/JLS.2012.22.6.723</pub-id>
</citation></ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jung</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Aoi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S. S.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>
<italic>In situ</italic> cultivation allows for recovery of bacterial types competitive in their natural environment</article-title>. <source>Microbes Environ.</source> <volume>31</volume>, <fpage>456</fpage>&#x2013;<lpage>459</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1264/jsme2.ME16079</pub-id>, PMID: <pub-id pub-id-type="pmid">27682804</pub-id></citation></ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jung</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Seo</surname> <given-names>E.-Y.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Joung</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Parfenova</surname> <given-names>V. V.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Application of a new cultivation technology, I-tip, for studying microbial diversity in freshwater sponges of Lake Baikal, Russia</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>90</volume>, <fpage>417</fpage>&#x2013;<lpage>423</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1574-6941.12399</pub-id>, PMID: <pub-id pub-id-type="pmid">25078251</pub-id></citation></ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaeberlein</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Lewis</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S. S.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Isolating &#x201c;Uncultivable&#x201d; Microorganisms in pure culture in a simulated natural environment</article-title>. <source>Science</source> <volume>296</volume>, <fpage>1127</fpage>&#x2013;<lpage>1129</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1070633</pub-id>, PMID: <pub-id pub-id-type="pmid">12004133</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Katoh</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Misawa</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Kuma</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Miyata</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform</article-title>. <source>Nucleic Acids Res.</source> <volume>30</volume>, <fpage>3059</fpage>&#x2013;<lpage>3066</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkf436</pub-id>, PMID: <pub-id pub-id-type="pmid">12136088</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kirchman</surname> <given-names>D. L.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>The ecology of Cytophaga&#x2013;Flavobacteria in aquatic environments</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>39</volume>, <fpage>91</fpage>&#x2013;<lpage>100</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1574-6941.2002.tb00910.x</pub-id>, PMID: <pub-id pub-id-type="pmid">19709188</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lagier</surname> <given-names>J.-C.</given-names>
</name>
<name>
<surname>Edouard</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Pagnier</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Mediannikov</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Drancourt</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Raoult</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Current and past strategies for bacterial culture in clinical microbiology</article-title>. <source>Clin. Microbiol. Rev.</source> <volume>28</volume>, <fpage>208</fpage>&#x2013;<lpage>236</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/CMR.00110-14</pub-id>, PMID: <pub-id pub-id-type="pmid">25567228</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lane</surname> <given-names>D. J.</given-names>
</name>
</person-group> (<year>1991</year>). &#x201c;<article-title>16S/23S rRNA sequencing</article-title>,&#x201d; in <source>Nucleic Acid Techniques in Bacterial Systematics</source> (<publisher-loc>New York</publisher-loc>: <publisher-name>John Wiley &amp; Sons</publisher-name>), <fpage>115</fpage>&#x2013;<lpage>175</lpage>.</citation></ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laudadio</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Fulci</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Stronati</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Carissimi</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Next-generation metagenomics: methodological challenges and opportunities</article-title>. <source>OMICS: A J. Integr. Biol.</source> <volume>23</volume>, <fpage>327</fpage>&#x2013;<lpage>333</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/omi.2019.0073</pub-id>, PMID: <pub-id pub-id-type="pmid">31188063</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewis</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Platforms for antibiotic discovery</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>12</volume>, <fpage>371</fpage>&#x2013;<lpage>387</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrd3975</pub-id>, PMID: <pub-id pub-id-type="pmid">23629505</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewis</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S.</given-names>
</name>
<name>
<surname>D&#x2019;Onofrio</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ling</surname> <given-names>L. L.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Uncultured microorganisms as a source of secondary metabolites</article-title>. <source>J. Antibiot</source> <volume>63</volume>, <fpage>468</fpage>&#x2013;<lpage>476</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ja.2010.87</pub-id>, PMID: <pub-id pub-id-type="pmid">20648021</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewis</surname> <given-names>W. H.</given-names>
</name>
<name>
<surname>Tahon</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Geesink</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Sousa</surname> <given-names>D. Z.</given-names>
</name>
<name>
<surname>Ettema</surname> <given-names>T. J. G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Innovations to culturing the uncultured microbial majority</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>19</volume>, <fpage>225</fpage>&#x2013;<lpage>240</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41579-020-00458-8</pub-id>, PMID: <pub-id pub-id-type="pmid">33093661</pub-id></citation></ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Xue</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Stirling</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>FACS-iChip: a high-efficiency iChip system for microbial &#x2018;dark matter&#x2019; mining</article-title>. <source>Mar. Life Sci. Technol.</source> <volume>3</volume>, <fpage>162</fpage>&#x2013;<lpage>168</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s42995-020-00067-7</pub-id>, PMID: <pub-id pub-id-type="pmid">37073346</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Louca</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Mazel</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Doebeli</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Parfrey</surname> <given-names>L. W.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A census-based estimate of Earth&#x2019;s bacterial and archaeal diversity</article-title>. <source>PloS Biol.</source> <volume>17</volume>, <elocation-id>e3000106</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pbio.3000106</pub-id>, PMID: <pub-id pub-id-type="pmid">30716065</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McMurdie</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Holmes</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>phyloseq: an R package for reproducible interactive analysis and graphics of microbiome census data</article-title>. <source>PloS One</source> <volume>8</volume>, <elocation-id>e61217</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0061217</pub-id>, PMID: <pub-id pub-id-type="pmid">23630581</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mojica</surname> <given-names>F. J. M.</given-names>
</name>
<name>
<surname>Rodriguez-Valera</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>The discovery of CRISPR in archaea and bacteria</article-title>. <source>FEBS J.</source> <volume>283</volume>, <fpage>3162</fpage>&#x2013;<lpage>3169</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/febs.13766</pub-id>, PMID: <pub-id pub-id-type="pmid">27234458</pub-id></citation></ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>M&#xf8;ller</surname> <given-names>A. K.</given-names>
</name>
<name>
<surname>S&#xf8;borg</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Abu Al-Soud</surname> <given-names>W.</given-names>
</name>
<name>
<surname>S&#xf8;rensen</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Kroer</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Bacterial community structure in High-Arctic snow and freshwater as revealed by pyrosequencing of 16S rRNA genes and cultivation</article-title>. <source>Polar Res.</source> <volume>32</volume>, <elocation-id>17390</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3402/polar.v32i0.17390</pub-id>
</citation></ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nichols</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Cahoon</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Trakhtenberg</surname> <given-names>E. M.</given-names>
</name>
<name>
<surname>Pham</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Mehta</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Belanger</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Use of ichip for high-throughput <italic>in situ</italic> cultivation of &#x201c;Uncultivable&#x201d; Microbial species</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>76</volume>, <fpage>2445</fpage>&#x2013;<lpage>2450</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/AEM.01754-09</pub-id>, PMID: <pub-id pub-id-type="pmid">20173072</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Overmann</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Abt</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Sikorski</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Present and future of culturing bacteria</article-title>. <source>Annu. Rev. Microbiol.</source> <volume>71</volume>, <fpage>711</fpage>&#x2013;<lpage>730</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-micro-090816-093449</pub-id>, PMID: <pub-id pub-id-type="pmid">28731846</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pearce</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>van der Gast</surname> <given-names>C. J.</given-names>
</name>
<name>
<surname>Lawley</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Ellis-Evans</surname> <given-names>J. C.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Bacterioplankton community diversity in a maritime Antarctic lake, determined by culture-dependent and culture-independent techniques</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>45</volume>, <fpage>59</fpage>&#x2013;<lpage>70</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0168-6496(03)00110-7</pub-id>, PMID: <pub-id pub-id-type="pmid">19719607</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perrier</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Morice</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Gueulle</surname> <given-names>S.</given-names>
</name>
<name>
<surname>G&#xe9;ry</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Riboulet-Bisson</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Garon</surname> <given-names>D.</given-names>
</name>
<etal/>
</person-group>. (<year>2024</year>). <article-title>Assessing normandy soil microbial diversity for antibacterial activities using traditional culture and iChip methods</article-title>. <source>Microorganisms</source> <volume>12</volume>, <elocation-id>2422</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/microorganisms12122422</pub-id>, PMID: <pub-id pub-id-type="pmid">39770625</pub-id></citation></ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poyet</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Groussin</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Gibbons</surname> <given-names>S. M.</given-names>
</name>
<name>
<surname>Avila-Pacheco</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Kearney</surname> <given-names>S. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>A library of human gut bacterial isolates paired with longitudinal multiomics data enables mechanistic microbiome research</article-title>. <source>Nat. Med.</source> <volume>25</volume>, <fpage>1442</fpage>&#x2013;<lpage>1452</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-019-0559-3</pub-id>, PMID: <pub-id pub-id-type="pmid">31477907</pub-id></citation></ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Price</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>Dehal</surname> <given-names>P. S.</given-names>
</name>
<name>
<surname>Arkin</surname> <given-names>A. P.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>FastTree 2 &#x2013; approximately maximum-likelihood trees for large alignments</article-title>. <source>PloS One</source> <volume>5</volume>, <elocation-id>e9490</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0009490</pub-id>, PMID: <pub-id pub-id-type="pmid">20224823</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Quast</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pruesse</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Yilmaz</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Gerken</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Schweer</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Yarza</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>The SILVA ribosomal RNA gene database project: improved data processing and web-based tools</article-title>. <source>Nucleic Acids Res.</source> <volume>41</volume>, <fpage>D590</fpage>&#x2013;<lpage>D596</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gks1219</pub-id>, PMID: <pub-id pub-id-type="pmid">23193283</pub-id></citation></ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>R Core Team</collab>
</person-group> (<year>2023</year>). <article-title>R: A language and environment for statistical computing</article-title>. R  Foundation for Statistical Computing, Vienna, Austria. Available online at: <uri xlink:href="https://www.R-project.org/">https://www.R-project.org/</uri>.</citation></ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roesch</surname> <given-names>L. F. W.</given-names>
</name>
<name>
<surname>Fulthorpe</surname> <given-names>R. R.</given-names>
</name>
<name>
<surname>Riva</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Casella</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Hadwin</surname> <given-names>A. K. M.</given-names>
</name>
<name>
<surname>Kent</surname> <given-names>A. D.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>Pyrosequencing enumerates and contrasts soil microbial diversity</article-title>. <source>ISME J.</source> <volume>1</volume>, <fpage>283</fpage>&#x2013;<lpage>290</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ismej.2007.53</pub-id>, PMID: <pub-id pub-id-type="pmid">18043639</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rognes</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Flouri</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Nichols</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Quince</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Mah&#xe9;</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>VSEARCH: a versatile open source tool for metagenomics</article-title>. <source>PeerJ</source> <volume>4</volume>, <elocation-id>e2584</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.7717/peerj.2584</pub-id>, PMID: <pub-id pub-id-type="pmid">27781170</pub-id></citation></ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Oh</surname> <given-names>H.-M.</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>J.-C.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Improved culturability of SAR11 strains in dilution-to-extinction culturing from the East Sea, West Pacific Ocean</article-title>. <source>FEMS Microbiol. Lett.</source> <volume>295</volume>, <fpage>141</fpage>&#x2013;<lpage>147</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1574-6968.2009.01623.x</pub-id>, PMID: <pub-id pub-id-type="pmid">19459973</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Staley</surname> <given-names>J. T.</given-names>
</name>
<name>
<surname>Gosink</surname> <given-names>J. J.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Poles apart: biodiversity and biogeography of sea ice bacteria</article-title>. <source>Annu. Rev. Microbiol.</source> <volume>53</volume>, <fpage>189</fpage>&#x2013;<lpage>215</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.micro.53.1.189</pub-id>, PMID: <pub-id pub-id-type="pmid">10547690</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Steven</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Briggs</surname> <given-names>G.</given-names>
</name>
<name>
<surname>McKay</surname> <given-names>C. P.</given-names>
</name>
<name>
<surname>Pollard</surname> <given-names>W. H.</given-names>
</name>
<name>
<surname>Greer</surname> <given-names>C. W.</given-names>
</name>
<name>
<surname>Whyte</surname> <given-names>L. G.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Characterization of the microbial diversity in a permafrost sample from the Canadian high Arctic using culture-dependent and culture-independent methods</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>59</volume>, <fpage>513</fpage>&#x2013;<lpage>523</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1574-6941.2006.00247.x</pub-id>, PMID: <pub-id pub-id-type="pmid">17313587</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tandogan</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Abadian</surname> <given-names>P. N.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Aoi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Goluch</surname> <given-names>E. D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Isolation of microorganisms using sub-micrometer constrictions</article-title>. <source>PloS One</source> <volume>9</volume>, <elocation-id>e101429</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0101429</pub-id>, PMID: <pub-id pub-id-type="pmid">24978477</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wells</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Deming</surname> <given-names>J. W.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Abundance of Bacteria, the Cytophaga-Flavobacterium cluster and Archaea in cold oligotrophic waters and nepheloid layers of the Northwest Passage, Canadian Archipelago</article-title>. <source>Aquat. Microbial Ecol.</source> <volume>31</volume>, <fpage>19</fpage>&#x2013;<lpage>31</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame031019</pub-id>
</citation></ref>
<ref id="B47">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Wickham</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2016</year>). <source>ggplot2: Elegant Graphics for Data Analysis</source> (<publisher-loc>New York</publisher-loc>: <publisher-name>Springer-Verlag</publisher-name>).</citation></ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yamamoto</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>One hundred years of bacillus thuringiensis research and development: discovery to transgenic crops</article-title>. <source>J. Insect Biotechnol. Sericology</source> <volume>70</volume>, <fpage>1</fpage>&#x2013;<lpage>23</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.11416/jibs2001.70.1</pub-id>
</citation></ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Using ggtree to visualize data on tree-like structures</article-title>. <source>Curr. Protoc. Bioinf.</source> <volume>69</volume>, <elocation-id>e96</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cpbi.96</pub-id>, PMID: <pub-id pub-id-type="pmid">32162851</pub-id></citation></ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Guan</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Lam</surname> <given-names>T. T.-Y.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>ggtree: an r package for visualization and annotation of phylogenetic trees with their covariates and other associated data</article-title>. <source>Methods Ecol. Evol.</source> <volume>8</volume>, <fpage>28</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/2041-210X.12628</pub-id>
</citation></ref>
</ref-list>
</back>
</article>