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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1494553</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2025.1494553</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Modular cone-and-plate device for mechanofluidic assays in Transwell inserts</article-title>
<alt-title alt-title-type="left-running-head">Chavarria et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2025.1494553">10.3389/fbioe.2025.1494553</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chavarria</surname>
<given-names>Daniel</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/610711/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<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/methodology/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Georges</surname>
<given-names>Kissamy A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2894150/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>O&#x2019;Grady</surname>
<given-names>Brian J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hassan</surname>
<given-names>Khalid K.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lippmann</surname>
<given-names>Ethan S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/432052/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Chemical and Biomolecular Engineering</institution>, <institution>Vanderbilt University</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Bioengineering</institution>, <institution>University of Massachusetts Dartmouth</institution>, <addr-line>Dartmouth</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School for Science and Math at Vanderbilt</institution>, <institution>Vanderbilt University</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Biomedical Engineering</institution>, <institution>Vanderbilt University</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Vanderbilt Brain Institute</institution>, <institution>Vanderbilt University</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Neurology</institution>, <institution>Vanderbilt University Medical Center</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Interdisciplinary Materials Science Program</institution>, <institution>Vanderbilt University</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Vanderbilt Memory and Alzheimer&#x2019;s Center</institution>, <institution>Vanderbilt University Medical Center</institution>, <addr-line>Nashville</addr-line>, <addr-line>TN</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/92717/overview">Kristen L. Billiar</ext-link>, Worcester Polytechnic Institute, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/24124/overview">Bingmei M. Fu</ext-link>, City College of New York (CUNY), United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2272297/overview">Elena Bianchi</ext-link>, Polytechnic University of Milan, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ethan S. Lippmann, <email>ethan.s.lippmann@vanderbilt.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1494553</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Chavarria, Georges, O&#x2019;Grady, Hassan and Lippmann.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Chavarria, Georges, O&#x2019;Grady, Hassan and Lippmann</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>In this work, we present a cost effective and open-source modular cone-and-plate (MoCAP) device that incorporates shear stress in the popular Transwell<sup>&#xae;</sup> insert system. This system acts as a lid that incorporates flow into 24-well Transwell<sup>&#xae;</sup> inserts while preserving the ability to conduct molecular profiling assays. Moreover, the MoCAP device can be rapidly reconfigured to test multiple shear stress profiles within a single device. To demonstrate the utility of the MoCAP, we conducted select assays on several different brain microvascular endothelial cell (BMEC) lines that comprise models of the blood-brain barrier (BBB), since shear stress can play an important role in BBB function. Our results characterize how shear stress modulates passive barrier function and GLUT1 expression across the different BMEC lines. Overall, we anticipate this low cost mechanofluidic device will be useful to the mechanobiology community.</p>
</abstract>
<kwd-group>
<kwd>blood-brain barrier</kwd>
<kwd>shear stress</kwd>
<kwd>Transwell<sup>&#xae;</sup>
</kwd>
<kwd>endothelial cell</kwd>
<kwd>mechanobiology</kwd>
<kwd>blood flow</kwd>
<kwd>cone-and-plate</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biomechanics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>
<italic>In vitro</italic> models that require assessments of barrier function primarily rely on Transwell<sup>&#xae;</sup> inserts, which are widely used due to their versatility and ease of implementation (<xref ref-type="bibr" rid="B72">Stone et al., 2019</xref>; <xref ref-type="bibr" rid="B57">Petrovskaya et al., 2022</xref>; <xref ref-type="bibr" rid="B49">Nakayama-Kitamura et al., 2023</xref>; <xref ref-type="bibr" rid="B36">Kim W. et al., 2022</xref>; <xref ref-type="bibr" rid="B47">Mosiagina et al., 2023</xref>; <xref ref-type="bibr" rid="B33">Kikuchi et al., 2019</xref>; <xref ref-type="bibr" rid="B55">Park et al., 2023</xref>; <xref ref-type="bibr" rid="B84">You et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Haileselassie et al., 2020</xref>; <xref ref-type="bibr" rid="B43">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B24">Han et al., 2024</xref>). Transwell<sup>&#xae;</sup> inserts allow investigators to conduct a variety of assays related to passive and active barrier function, including transendothelial electrical resistance (TEER) and permeability measurements. Cells on Transwell<sup>&#xae;</sup> filters are also readily accessible for molecular assays, including immunofluorescence staining, Western blots, and quantitative polymerase chain-reaction (qPCR). A major disadvantage of Transwell<sup>&#xae;</sup> inserts is that cells are cultured under static conditions, lacking shear stress to mimic the hemodynamic effects of fluid flow, although some prior efforts have sought to overcome this issue. For example, Kim and colleagues utilized an annular shaker device to house Transwell<sup>&#xae;</sup> inserts and introduce fluid flow over immortalized brain microvascular endothelial cells (BMECs) as a blood-brain barrier (BBB) model, which resulted in higher mRNA levels of tight junctions, a subtle but significant increase in TEER measurements, and decreased paracellular permeability of lucifer yellow (<xref ref-type="bibr" rid="B34">Kim et al., 2024</xref>). As another example, Bolden and colleagues incorporated shear stress into Transwell<sup>&#xae;</sup> inserts using a custom fluidic device that could house Transwell<sup>&#xae;</sup> inserts. Using this device, they mimicked reperfusion analogous to a traumatic brain injury and observed a significant decrease in TEER measurements in a triculture of primary BMECs, bone marrow-derived mesenchymal stem cells, and astrocytes (<xref ref-type="bibr" rid="B4">Bolden et al., 2023</xref>). As an alternate to Transwell<sup>&#xae;</sup> setups, microfluidic setups have been used to incorporate shear stress to better recapitulate physiology (<xref ref-type="bibr" rid="B23">Hajal et al., 2022</xref>; <xref ref-type="bibr" rid="B39">Lauranzano et al., 2022</xref>; <xref ref-type="bibr" rid="B82">Yang et al., 2023</xref>; <xref ref-type="bibr" rid="B66">Shi et al., 2023</xref>; <xref ref-type="bibr" rid="B73">Straehla et al., 2022</xref>; <xref ref-type="bibr" rid="B32">Kadry et al., 2024</xref>; <xref ref-type="bibr" rid="B29">Hudecz et al., 2023</xref>; <xref ref-type="bibr" rid="B81">Yang et al., 2024</xref>; <xref ref-type="bibr" rid="B18">Fan et al., 2023</xref>; <xref ref-type="bibr" rid="B46">Meena et al., 2022</xref>; <xref ref-type="bibr" rid="B80">Westerhof et al., 2023</xref>; <xref ref-type="bibr" rid="B37">Koo et al., 2018</xref>; <xref ref-type="bibr" rid="B7">Campisi et al., 2018</xref>; <xref ref-type="bibr" rid="B77">Tang et al., 2020</xref>; <xref ref-type="bibr" rid="B41">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="B5">Booth and Kim, 2012</xref>). However, most microfluidic models substitute throughput capacity for the ability to better recapitulate physiological shear stress conditions. Additionally, current microfluidic models, as well as the Transwell<sup>&#xae;</sup> models detailed above, are limited to testing a singular shear stress condition per device. This hampers the number of shear stress conditions that can be tested at a time. Thus, an unmet need for the field is a mechanofluidic device that facilitates testing of multiple shear stress conditions simultaneously. Ideally, this device would also be compatible with commercially available Transwell<sup>&#xae;</sup> inserts to facilitate adoption by the broader research community.</p>
<p>Here, we present a modular cone-and-plate (MoCAP) mechanofluidic device that is compatible with Transwell<sup>&#xae;</sup> inserts and can test multiple shear stress conditions within a 24-well plate setup. We showcase the ease of use of this MoCAP device and its compatibility with the current workflow of Transwell<sup>&#xae;</sup> inserts by evaluating <italic>in vitro</italic> models of the BBB. The BBB is a restrictive physiological interface between the brain vasculature and parenchyma that plays a crucial role in brain homeostasis (<xref ref-type="bibr" rid="B1">Abbott and Friedman, 2012</xref>). The BBB is composed of multiple cell types including BMECs, which are the primary barrier-forming unit of the BBB. Blood flow generates a tangential force that runs parallel to the lumen of BMECs, directly exerting this biophysical shear stress on the vascular endothelium. The hemodynamic effects of blood flow are known to influence the properties of the BBB, where shear stress has been shown to regulate BMEC cell adhesion, tight junction expression, and transporter expression and activity, which influence drug permeability (<xref ref-type="bibr" rid="B13">Cucullo et al., 2011</xref>; <xref ref-type="bibr" rid="B65">Santa-Maria et al., 2021</xref>; <xref ref-type="bibr" rid="B12">Choublier et al., 2022</xref>; <xref ref-type="bibr" rid="B44">Luissint et al., 2012</xref>). As such, we used the MoCAP to evaluate how different continuous shear stress (CSS) and pulsatile shear stress (PSS) profiles influence select BBB properties across various BMEC lines. Overall, because the MoCAP device is cost efficient and user friendly, we anticipate it will be a useful mechanobiological tool for studying shear effects at biological interfaces, including the BBB.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Fabrication of MoCAP device</title>
<p>All components for the MoCAP device were designed using a computer aided design software (Autodesk Inc., One Market, Suite 400, San Francisco, CA 94105). A bill of materials lists all the necessary hardware needed to build a fully functional MoCAP (<xref ref-type="table" rid="T1">Table 1</xref>). Components of MoCAP device were printed using a stereolithography Form 3&#x2b; 3D printer (Formlabs Inc., 35 Medford Street, Suite 201, Somerville, MA 02143) and high-temperature resin (RS-F2-HTAM-02). Low angle cones were coated with parylene-C using a parylene deposition machine (Specialty Coating Systems, 7,645 Woodland Drive, Indianapolis, IN 46278) to ensure biocompatibility (<xref ref-type="bibr" rid="B53">O&#x2019;Grady et al., 2021</xref>). Commercially available bearings (McMaster-Carr Supply Co., 2,828 No Paulina St, Chicago, IL 60657) were purchased and utilized in the device. The gearbox within the device was lubricated utilizing a small amount of medical grade petroleum jelly (Covidiein, 15 Hampshire Street, Mansfield, MA 02048). The gearbox in the MoCAP device was driven by a NEMA 17 stepper motor (STEPPERONLINE Inc., 228 Park Ave S 79525, New York, NY 10003, United States) and held with four stainless steel screws (McMaster-Carr Supply Co., 2,828 No Paulina St, Chicago, IL 60657). The software for the MoCAP device was developed in-house utilizing a programming language (Python Software Foundation, 512 Lafayette Boulevard, Suite 2, Fredericksburg, Virginia 2,240). The software was based on a prior design used to control a spinning bioreactor for brain organoid culture (<xref ref-type="bibr" rid="B61">Romero-Morales et al., 2019</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Bill of materials.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Part name</th>
<th align="center">Link</th>
<th align="center">Cost</th>
<th align="center">Quantity</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">High Temperature Resin</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://formlabs.com/store/materials/high-temp-resin/">https://formlabs.com/store/materials/high-temp-resin/</ext-link>
</td>
<td align="right">$199.00</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Bearings</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.mcmaster.com/7804K113/">https://www.mcmaster.com/7804K113/</ext-link>
</td>
<td align="right">$6.46</td>
<td align="right">48</td>
</tr>
<tr>
<td align="left">Nema17 Motor</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="http://Amazon:Nema17%20Motor">Amazon:Nema17 Motor</ext-link>
</td>
<td align="right">$9.62</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Easy Driver for Motor</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/SparkFun-EasyDriver-Stepper-Motor-Driver/dp/B004G4XR60">https://www.amazon.com/SparkFun-EasyDriver-Stepper-Motor-Driver/dp/B004G4XR60&#x23;customerReviews</ext-link>
</td>
<td align="right">$22.92</td>
<td align="right">3</td>
</tr>
<tr>
<td align="left">Raspberry Pi 3 A&#x2b;</td>
<td align="left" style="color:#0000FF">Raspberry Pi 3 Amps&#x2b;&#x7c; McMaster-Carr</td>
<td align="right">$31.25</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Breakout Board</td>
<td align="left" style="color:#0000FF">Amazon.com: GPIO Breakout Board HAT for Raspberry Pi</td>
<td align="right">$18.99</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">2 Wire Connectors (2.45&#xa0;mm)</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/smseace-Female-Connections-connectors-JST-XH2-54-25/dp/B088NW3DSP/ref=sr_1_6?crid=2SYKATMA8XISL&#x26;keywords=jst%2B2.54&#x26;qid=1692114625&#x26;s=electronics&#x26;sprefix=jst%2B2.54%2Celectronics%2C107&#x26;sr=1-6&#x26;th=1">amazon.com: 2 wire Female-Connections-JST</ext-link>
</td>
<td align="right">$9.99</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">3 Wire Connectors (2.45&#xa0;mm)</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/Sets-2-5-3-Connector-200mm-Female/dp/B01DUC1PGC/ref=sr_1_25?crid=2SYKATMA8XISL&#x26;keywords=jst+2.54&#x26;qid=1692114625&#x26;s=electronics&#x26;sprefix=jst+2.54%2Celectronics%2C107&#x26;sr=1-25">amazon.com: 3 wire Female-Connections-JST</ext-link>
</td>
<td align="right">$8.59</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">4 Wire Connectors (2.45&#xa0;mm)</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/Sets-2-5-4-Connector-200mm-Female/dp/B01DUC1S14/ref=sr_1_9?crid=2SYKATMA8XISL&#x26;keywords=jst+2.54&#x26;qid=1692114625&#x26;s=electronics&#x26;sprefix=jst+2.54%2Celectronics%2C107&#x26;sr=1-9">amazon.com: 4 wire Female-Connections-JST</ext-link>
</td>
<td align="right">$8.59</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Raspberry Pi Touch Test</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/Raspberry-Pi-7-Touchscreen-Display/dp/B0153R2A9I">Amazon.com: Raspberry-Pi-7-Touchtest-Display</ext-link>
</td>
<td align="right">$75.81</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Solder Seal Wire Connectors</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="http://Amazon.com:%20Solder%20Seal%20Connectors">Amazon.com: Solder Seal Connectors</ext-link>
</td>
<td align="right">$31.99</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Fans (30&#xa0;Mm 5v)</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/gp/product/B07KRT8TRB/ref=ppx_yo_dt_b_search_asin_title?ie=UTF8&#x26;th=1">Amazon.com: Cooling 5V Fans</ext-link>
</td>
<td align="right">$19.99</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Hex Standoff</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.mcmaster.com/93655A222/">mcmaster.com: Hex standoff</ext-link>
</td>
<td align="right">$5.18</td>
<td align="right">2</td>
</tr>
<tr>
<td align="left">316 Stainless Steel Socket Head Screw</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="https://www.mcmaster.com/92290A122/">mcmaster.com: Head Screw</ext-link>
</td>
<td align="right">$15.60</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Female To Female 2.54&#xa0;mm Jumper Wires</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="http://Amazon.com:%20Fem%20to%20Fem%20jump%20wires">Amazon.com: Fem to Fem jump wires</ext-link>
</td>
<td align="right">$11.98</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">12v/24v to 5v Power Converter Dc-Dc With Micro-USB</td>
<td align="left">
<ext-link ext-link-type="uri" xlink:href="http://Amazon.com:%2012V%20to%205V%20power%20converter">Amazon.com: 12V to 5V power converter</ext-link>
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<td align="left">Washers For 3&#xa0;mm Screw</td>
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<td align="right">$3.42</td>
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<tr>
<td align="left">M3 X 12&#xa0;mm Flat Head Socket Screws</td>
<td align="left">
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<td align="left">4 Pin JST Male to Female Wire Connectors</td>
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<ext-link ext-link-type="uri" xlink:href="https://www.amazon.com/gp/product/B075K3M1TB/ref=ppx_yo_dt_b_search_asin_title?ie=UTF8&#x26;th=1">Amazon.com: JST 4 pin connectors</ext-link>
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</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Cell culture</title>
<p>All cells were grown in a standard humidified incubator (5% CO<sub>2</sub>, 37&#xb0;C). Primary BMECs (ACBRI 376) and immortalized BMECs (hCMEC/D3) (<xref ref-type="bibr" rid="B79">Weksler et al., 2005</xref>) were cultured and expanded with endothelial cell growth medium (R&#x26;D Systems) supplemented with Endothelial Cell Growth Supplement (R&#x26;D Systems), 10% fetal bovine serum (Thermo Fisher), GlutaMAX (Thermo Fisher), and gentamycin (25&#xa0;&#x3bc;g/mL; Thermo Fisher). Primary and immortalized BMECs were seeded at 100,000 cells/cm<sup>2</sup> onto polyester Transwell<sup>&#xae;</sup> filters (3,470; 0.4&#xa0;&#xb5;m pore size; Corning) coated with collagen IV (400&#xa0;&#x3bc;g/mL; Sigma-Aldrich) and fibronectin (100&#xa0;&#x3bc;g/mL; Sigma-Aldrich). Twenty-four hours later, the medium was changed to remove floating cells. Induced pluripotent stem cells (iPSCs; CC3 line) were cultured and seeded as previously published (<xref ref-type="bibr" rid="B51">Neal et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Hollmann et al., 2017</xref>). Briefly, iPSCs were seeded onto Matrigel-coated plates with E8 medium supplemented with Y-27632 (Tocris) at a cell density of 15,600 cells/cm<sup>2</sup>. Cells were differentiated 24&#xa0;h after seeding by changing to E6 medium. E6 medium was replenished daily for 4&#xa0;days. Then, cells were switched to human endothelial serum-free medium (hESFM; Thermo Fisher Scientific) supplemented with 10&#xa0;&#xb5;M retinoic acid (RA; Sigma-Aldrich), 20&#xa0;ng/mL human basic fibroblast growth factor (bFGF; Peprotech), and B27 supplement (Thermo Fisher Scientific). Medium was not changed for 48&#xa0;h. Then, cells were collected and seeded at 100,000 cells/cm<sup>2</sup> onto polyester Transwell<sup>&#xae;</sup> filters (3,470; 0.4&#xa0;&#xb5;m pore size; Corning) coated with collagen IV (400&#xa0;&#x3bc;g/mL; Sigma-Aldrich) and fibronectin (100&#xa0;&#x3bc;g/mL; Sigma-Aldrich). Twenty-four hours after seeding, RA and bFGF were removed from the medium to induce barrier phenotype. For all experiments, media volumes were 200&#xa0;&#x3bc;L and 600&#xa0;&#xb5;L in the apical and basolateral chambers of the Transwell<sup>&#xae;</sup> insert, respectively.</p>
</sec>
<sec id="s2-3">
<title>2.3 Increasing media viscosity using dextran</title>
<p>To increase the cell media viscosity to 3&#xa0;mPa (6.5% dextran w/w), we referenced data from two publications (<xref ref-type="bibr" rid="B62">Rouleau et al., 2010</xref>; <xref ref-type="bibr" rid="B42">Li et al., 2008</xref>), created a concentration curve with the data, and performed a non-linear regression analysis to calculate the concentration that would yield our desired media viscosity (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). Dextran powder (40&#xa0;kDa; Sigma-Aldrich) was dissolved in non-supplemented media utilizing a heat plate (40&#xb0;C) and sterilized by vacuum filtration using a pre-heated filter (Sigma-Aldrich).</p>
</sec>
<sec id="s2-4">
<title>2.4 Mechanofluidic assay using MoCAP device</title>
<p>The MoCAP device was sterilized in an autoclave before each experiment. The motor is removed from the hardware and sterilized separately with 70% ethanol. Cells were cultured on 24-well Transwell<sup>&#xae;</sup> inserts for 2&#xa0;days, as detailed above, before exposure to flow. Cells were then continuously exposed to a defined CSS or PSS profile except for the brief daily period when TEER measurements were acquired. Culture medium (50&#xa0;&#xb5;L) was added to the apical chamber of filters each day to account for media loss during TEER measurements.</p>
</sec>
<sec id="s2-5">
<title>2.5 Calculating shear stress utilizing analytical evaluations</title>
<p>To calculate the shear stress induced by the MoCAP device, we utilized the analytical solution for a cone-and-plate system as previously described in the literature (<xref ref-type="bibr" rid="B20">Franzoni et al., 2016</xref>; <xref ref-type="bibr" rid="B74">Sucosky et al., 2008</xref>). The following formula was used to estimate shear stress and calibrate the angular of the velocity of the MoCAP device:<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">&#xb5;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="bold-italic">r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">h</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="bold">tan</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Here, <inline-formula id="inf1">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is shear stress, <inline-formula id="inf2">
<mml:math id="m3">
<mml:mrow>
<mml:mi>&#xb5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the dynamic viscosity of the cell media (3&#xa0;mPa), <inline-formula id="inf3">
<mml:math id="m4">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is angular velocity, <inline-formula id="inf4">
<mml:math id="m5">
<mml:mrow>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the gap between the tip of the low angle cone and the cells (200&#xa0;&#xb5;m), <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the cone radius (0.29&#xa0;cm), and <inline-formula id="inf6">
<mml:math id="m7">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the angle of the cone (2&#xb0;). The angular velocity was adjusted to account for the dynamic viscosity of the cell media utilized during experimentation. <xref ref-type="sec" rid="s11">Supplementary Figure S2A</xref> shows these parameters in the context of a single cone within a Transwell<sup>&#xae;</sup> insert. While the constant distance between the cone and cells is assumed, it is understood that Transwell<sup>&#xae;</sup> inserts are not perfectly flat and can move slightly within the cell culture well; thus, the shear stress is an estimate based on the constant distance assumption.</p>
</sec>
<sec id="s2-6">
<title>2.6 Calibration of MoCAP device</title>
<p>To calibrate the MoCAP device, an initial set of low angle cones with an arbitrary shaft length were printed and parylene coated. Plates were seeded with BMECs, and the MoCAP was placed on top of the plates and run overnight. The next day, the MoCAP device was removed, and the plates were inspected for cell monolayer damage under a phase contrast microscope. The experiment was then repeated with sequential additions of 100-micron shims (McMaster-Carr Supply Co.; 90214A111) until no scratches were detected in the BMEC monolayers. The low angle cones were then reprinted taking into the account the number of shims utilized to achieve zero damage to the cell monolayer. This final gap of 200&#xa0;&#xb5;m between the tip of the low angle cone and cells was utilized for all experimentation. Once fully assembled, reflective tape was placed on top of the shaft cap to verify that the input angular velocity of the software matched the output angular velocity of the motor utilizing a digital tachometer (NEIKO Tools, Taiwan).</p>
</sec>
<sec id="s2-7">
<title>2.7 Calculating shear stress delay due to gear backlash</title>
<p>To calculate the shear stress delay caused by gear backlash within the MoCAP device, we utilized the following formula:<disp-formula id="equ2">
<mml:math id="m8">
<mml:mrow>
<mml:mi>L</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>g</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>T</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Here, &#x2206;&#x3b8; represents the gear backlash angle and <inline-formula id="inf7">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the angular velocity input in the MoCAP device. The gear backlash angle was measured to be 2.2&#xb0; in the 3D printed gears utilized in the MoCAP device.</p>
</sec>
<sec id="s2-8">
<title>2.8 TEER measurements</title>
<p>TEER measurements were taken daily during shear stress treatments. Prior to measurements, the MoCAP was removed from the filters and cells were equilibrated at room temperature for 10&#xa0;min. Then, measurements were acquired with a commercially available electrode system (World Precision Instruments) with a chopstick configuration (STX2). Chopsticks were carefully inserted into the Transwell<sup>&#xae;</sup> filters to avoid scratching the cell monolayer. The measurements were recorded after the signal had stabilized. The reported TEER (T<sub>E</sub>) was determined with the following formula:<disp-formula id="equ3">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>M</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>B</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>A</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>The measured TEER from an endothelial monolayer (T<sub>M</sub>) was subtracted by the measured TEER from a blank Transwell<sup>&#xae;</sup> insert with no cells (T<sub>B</sub>). This quantity was then multiplied by the surface area of the Transwell<sup>&#xae;</sup> insert (0.33&#xa0;cm<sup>2</sup>) to determine T<sub>E</sub>. All TEER measurements in this study are reported as &#x3a9; &#xd7; cm<sup>2</sup>.</p>
</sec>
<sec id="s2-9">
<title>2.9 Immunofluorescent staining</title>
<p>Following the mechanofluidic assays, cells were immediately fixed with 4% paraformaldehyde for 5&#xa0;min. Cells were then washed three times with phosphate buffered saline (PBS). Once rinsed, cells were permeabilized with PBS containing 0.3% Triton X-100 for 5&#xa0;min. After permeabilizing, the cells were blocked with PBS containing 10% goat serum for 60&#xa0;min. Cells were then incubated with fluorescent-conjugated anti-GLUT1 antibody or phalloidin in PBS containing 10% goat serum overnight at 4&#xb0;C on a shaker (R&#x26;D Systems FAB1418G, 1:250; Thermo Fisher Scientific A12379, 1:250). The next day, cells were rinsed three times with PBS and incubated with DAPI to label nuclei (Thermo Fisher Scientific 62248, 1:1,000), then rinsed three final times with PBS. The Transwell<sup>&#xae;</sup> inserts were then transferred into a 12-well glass bottom plate (Cellvis). To improve imaging quality, a solution of 2.5&#xa0;M fructose and 60% glycerol was used as the final imaging medium on the apical and basolateral sides of the Transwell<sup>&#xae;</sup> inserts (<xref ref-type="bibr" rid="B14">Dekkers et al., 2019</xref>). Cells were imaged utilizing a Leica DMi8 epifluorescent microscope.</p>
</sec>
<sec id="s2-10">
<title>2.10 Statistical analysis</title>
<p>All experimental results are shown as mean &#xb1; standard error of the mean (SEM). Multiple comparisons between groups were analyzed by two-way ANOVA followed by a Bonferroni&#x2019;s <italic>post hoc</italic> test. A two-tailed probability value p &#x3c; 0.05 was considered statistically significant. An independent replicate for each experiment was considered as a singular Transwell<sup>&#xae;</sup> insert. One MoCAP run refers to an experiment utilizing one MoCAP device applying shear stress across a plate of 24-well Transwell<sup>&#xae;</sup> inserts.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Designing and testing the MoCAP device</title>
<p>We created a modular cone-and-plate (MoCAP) mechanofluidic device that is compatible with the 24-well Transwell<sup>&#xae;</sup> insert system (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The MoCAP device consists of a nesting three-part housing body made up of a lid, an upper housing, and a lower housing (<xref ref-type="fig" rid="F1">Figure 1B</xref>). A NEMA 17 stepper motor can be mounted to the lid in multiple column positions to allow for rapid reposition using M3 stainless steel screws. A key and lock geometry were utilized on custom made gears with a variety of gear ratios (1:1 and 2:1), as well as on the shaft of the low angle cones that were 3D printed, to allow users to quickly interchange components without the need for screws. A 2&#xb0; low angle was utilized on the cones, as this design has been extensively characterized in the literature, (<xref ref-type="bibr" rid="B9">Chavarria et al., 2023</xref>; <xref ref-type="bibr" rid="B71">Spruell and Baker, 2013</xref>; <xref ref-type="bibr" rid="B70">Spencer et al., 2016</xref>) and the low angle cones were parylene coated to ensure biocompatibility (<xref ref-type="bibr" rid="B53">O&#x2019;Grady et al., 2021</xref>). Bearings were press fitted into designed recesses on the lower and upper housings units to reduce friction during the rotation of the cones. All components of the MoCAP device (except the bearings and NEMA17 motor) were 3D printed with high-temperature resin, which allows for the device to be sterilized with an autoclave. Once fully assembled, the MoCAP device can be placed directly on top of a 24-well Transwell<sup>&#xae;</sup> insert system, acting as a plate lid (<xref ref-type="fig" rid="F1">Figure 1C</xref>). A final gap of 200&#xa0;&#xb5;m between the tip of the low angle cone and the cells was utilized to prevent any accidental scratching of the cell monolayer when operating and removing the MoCAP device from the Transwell<sup>&#xae;</sup> inserts. The analytical evaluation of this gap configuration, taking into account the thicknesses of endothelial cells that are reported to range from 0.1&#x2013;10&#xa0;&#xb5;m (<xref ref-type="bibr" rid="B19">F&#xe9;l&#xe9;tou, 2011</xref>), demonstrated a negligible difference in the shear stress produced by the MoCAP device at the cell surface creating similar shear stress profiles with a maximum shear stress value closer to the edges of the Transwell<sup>&#xae;</sup> inserts and a dead point at the center of the Transwell<sup>&#xae;</sup> insert (<xref ref-type="sec" rid="s11">Supplementary Figure S2B</xref>). A shaft cap was printed and placed on top of the double shaft NEMA17 motor to visualize the rotation of the motor shaft (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Reflective tape was placed on top of the shaft cap to verify the input angular velocity of the software matched the output angular velocity of the motor utilizing a digital tachometer. The electronics and software were made in-house based on prior designs (<xref ref-type="bibr" rid="B61">Romero-Morales et al., 2019</xref>; <xref ref-type="bibr" rid="B54">O&#x2019;Grady et al., 2018</xref>) and allow for the simultaneous operation of up to three MoCAP devices (<xref ref-type="fig" rid="F1">Figure 1D</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Diagram and pictures of Modular Cone-and-Plate (MoCAP) mechanofluidic device. <bold>(A, B)</bold> Diagrams generated utilizing a computer-aided design program showing a translucent angled <bold>(A)</bold> and side view <bold>(B)</bold> of the MoCAP mechanofluidic device. <bold>(C)</bold> Picture of 3D printed MoCAP device prototype fully assembled. <bold>(D)</bold> Picture of three fully assembled and operational MoCAP devices inside of a cell culture incubator operating of one set of electronics.</p>
</caption>
<graphic xlink:href="fbioe-13-1494553-g001.tif"/>
</fig>
<p>The MoCAP device generates different shear stress magnitudes at each column by changing the gear ratio between the gears connecting adjacent columns. For example, the gears illustrated in gold in column C1 consist of a 1:1 gear ratio, resulting in the transfer of the same angular velocity from one gear to its neighboring connecting gear down the column (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The white gears illustrated on the diagram are staggered on height placement, allowing the gold and white gears to spin in different planes without interference (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The white gears connecting adjacent columns on the diagram have a 2:1 gear ratio, therefore multiplying the angular velocity from left to the right column by a factor of two. On the diagram shown, we start with an input of 28 rotations per minute (RPM), corresponding to 0.6&#xa0;dyn/cm<sup>2</sup> from the NEMA17 motor that is doubled every column, which yields 32 times the initial angular velocity (896 RPM) at the last column in the MoCAP gearbox system (<xref ref-type="fig" rid="F2">Figure 2A</xref>). This gear ratio principle allows the MoCAP device to achieve angular velocities of 28, 56, 112, 224, 448, and 896 RPM, with the corresponding shear stress values of 0.6, 1.3, 2.5, 5, 10, and 20&#xa0;dyn/cm<sup>2</sup> at columns C1, C2, C3, C4, C5, and C6, respectively (<xref ref-type="table" rid="T2">Table 2</xref>). Thus, when the MoCAP device is run at a constant angular velocity, we can generate CSS ranging from 0.6 to 20&#xa0;dyn/cm<sup>2</sup> by filling the entire gearbox with these 1:2 gear ratios between columns (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The maximum shear stress the MoCAP can generate using this configuration is 20&#xa0;dyn/cm<sup>2</sup>, as higher angular velocities exceed the maximum bipolar frequency of the stepper motor. An advantage of CAP systems is that they allow for the creation of intricate flow patterns. As such, in the MoCAP device, we can also generate PSS profiles with minimum to maximum shear stress values ranging from 0.4 to 0.6, 0.7 to 1.3, 1.4 to 2.5, 2.8 to 5, 5.6 to 10, and 11.2&#x2013;20&#xa0;dyn/cm<sup>2</sup> (<xref ref-type="fig" rid="F2">Figure 2C</xref>). For experimental testing, we chose to focus on only shear stress profiles with a maximum shear stress value of 0.6 and 10&#xa0;dyn/cm<sup>2</sup> for CSS and PSS as these shear stress values approximate commonly used values on previous <italic>in vitro</italic> models of the BBB ranging from 0.4&#x2013;12&#xa0;dyn/cm<sup>2</sup> (<xref ref-type="bibr" rid="B46">Meena et al., 2022</xref>; <xref ref-type="bibr" rid="B65">Santa-Maria et al., 2021</xref>; <xref ref-type="bibr" rid="B76">Suprewicz et al., 2022</xref>; <xref ref-type="bibr" rid="B83">Yeon et al., 2012</xref>; <xref ref-type="bibr" rid="B15">DeStefano et al., 2017</xref>; <xref ref-type="bibr" rid="B56">Peng et al., 2020</xref>; <xref ref-type="bibr" rid="B25">Harding et al., 2022</xref>). For PSS conditions, we chose to utilize an arbitrary frequency of 1&#xa0;Hz (Hz) to mimic a normal adult resting heart rate (<xref ref-type="bibr" rid="B50">Nanchen, 2018</xref>), however, the frequency can be adjusted as needed for any system of interest.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Diagram of MoCAP device gearbox for the generation of multiple shear stress magnitudes and flow profiles. <bold>(A)</bold> Diagram of the top-view of the MoCAP gearbox illustrating the different gear ratio combinations. The white and black gears are offset on height allowing for their rotation without interference. By modifying the gear ratio between the gears connecting adjacent columns (shown in blue), the MoCAP device can double the initial rotational velocity every column. This rotational velocity of the low angle cones is directly proportional to the shear stress generated at the cell surface. <bold>(B)</bold> Plot of predicted maximum continuous shear stress profiles that can be generated by the MoCAP device inside a Transwell<sup>&#xae;</sup> insert. <bold>(C)</bold> Plot of predicted maximum pulsatile shear stress profiles that can be generated by the MoCAP device inside a Transwell<sup>&#xae;</sup> insert (1&#xa0;Hz frequency).</p>
</caption>
<graphic xlink:href="fbioe-13-1494553-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Angular velocities and corresponding maximum shear stress values.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">MoCAP column position</th>
<th align="center">Frequency (RPM)</th>
<th align="center">Shear stress (dyn/cm<sup>2</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">C1</td>
<td align="center">28</td>
<td align="center">0.6</td>
</tr>
<tr>
<td align="center">C2</td>
<td align="center">56</td>
<td align="center">1.3</td>
</tr>
<tr>
<td align="center">C3</td>
<td align="center">112</td>
<td align="center">2.5</td>
</tr>
<tr>
<td align="center">C4</td>
<td align="center">224</td>
<td align="center">5</td>
</tr>
<tr>
<td align="center">C5</td>
<td align="center">448</td>
<td align="center">10</td>
</tr>
<tr>
<td align="center">C6</td>
<td align="center">896</td>
<td align="center">20</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.2 Impact of shear stress on BMEC passive barrier function</title>
<p>To demonstrate the capabilities of the MoCAP, we conducted exploratory evaluations into the effects of CSS and PSS on BBB function across several common BMEC sources (primary, immortalized, and iPSC-derived). The MoCAP device was reconfigured with a 1 to 16 gear reduction ratio (<xref ref-type="fig" rid="F3">Figure 3A</xref>). In this configuration, the motor drives the gold gears at an angular velocity of 28 RPM creating 0.6&#xa0;dyn/cm<sup>2</sup> (<xref ref-type="fig" rid="F3">Figure 3B</xref>). The white gears inside the top compartment of the MoCAP device then increase the input angular velocity and transfer it down to the black gears increasing the angular velocity to 448 RPM and thus generating 10&#xa0;dyn/cm<sup>2</sup> of shear stress inside the Transwell<sup>&#xae;</sup> inserts (<xref ref-type="fig" rid="F3">Figure 3B</xref>). In this configuration, the application of shear stress to the cell culture monolayer is almost instantaneous, with a small millisecond delay (13&#xa0;m) caused by the gear backlash within the MoCAP gearbox (<xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>). We exposed cells to CSS and PSS for 2&#xa0;days, utilizing a high and low threshold described above (10 and 0.6&#xa0;dyn/cm<sup>2</sup>, respectively). We included dextran at a concentration of 6.5% (w/w), which increased media viscosity to 3&#xa0;mPa based on rheology data from previous studies (<xref ref-type="bibr" rid="B62">Rouleau et al., 2010</xref>; <xref ref-type="bibr" rid="B42">Li et al., 2008</xref>). This allowed us to run the MoCAP device at a lower angular velocity to minimize the incorporation of bubbles into the cell media, while still achieving our desired shear stresses. Daily TEER measurements were collected throughout the course of the experiment for each cell line (<xref ref-type="fig" rid="F3">Figure 3C</xref>). After 2&#xa0;days of CSS and PSS acclimation, final TEER measurements were collected and compared across shear stress conditions within the same cell line. For the primary BMECs, there was a statistically significant decrease in TEER in the 0.6&#xa0;dyn/cm<sup>2</sup> CSS, 10&#xa0;dyn/cm<sup>2</sup> CSS, and 10&#xa0;dyn/cm<sup>2</sup> PSS conditions when compared to the static control group (<xref ref-type="fig" rid="F3">Figure 3D</xref>). There was a statistically significant increase in TEER for the immortalized BMECs exposed to 0.6&#xa0;dyn/cm<sup>2</sup> CSS and 0.6&#xa0;dyn/cm<sup>2</sup> PSS (<xref ref-type="fig" rid="F3">Figure 3D</xref>). It is important to note that the magnitude of TEER differences in the primary and immortalized BMECs was very low, since these cells have poor passive barrier properties (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>). In contrast, for the iPSC-BMECs, which have comparably higher baseline TEER (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>), there were no statistically significant differences detected after 2&#xa0;days of CSS or PSS acclimation. Upon visual inspection, approximately 65% of the filters had intact monolayers regardless of exposure to PSS or CSS, and we anticipate this number could be improved with additional optimization of media and culture conditions. Only filters with intact monolayers were utilized for downstream cellular and molecular analyses.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effects of continuous and pulsatile shear stress on passive barrier function in BMECs. <bold>(A, B)</bold> Side view diagram <bold>(A)</bold> and top view of gear configuration <bold>(B)</bold> of MoCAP device configuration for applying 0.6 and 10&#xa0;dyn/cm<sup>2</sup> shear stress. <bold>(C)</bold> Daily TEER measurements of primary, immortalized, and iPSC-derived BMECs during the 2&#xa0;days of continuous or pulsatile shear stress acclimation. For reference, cells are seeded on day &#x2212;2 and shear stress is initiated on day 0. Data represent mean &#xb1; SEM from N &#x3d; 6 (immortalized and primary-BMECs) and N &#x3d; 4&#x2013;12 (iPSC-derived BMECs) Transwell<sup>&#xae;</sup> filters per condition. Any filter where cell detachment was observed at the end of the experiment was excluded from the analysis. <bold>(D)</bold> TEER summary for primary, immortalized, and iPSC-derived BMECs after 2&#xa0;days of exposure to shear stress. Data represent mean &#xb1; SEM from N &#x3d; 4&#x2013;12 Transwell<sup>&#xae;</sup> filters per condition, aggregated across two independent MoCAP runs. Statistical significance was calculated using a one-way ANOVA applied to each cell type (&#x2a;, p &#x3c; 0.05; &#x2a;&#x2a;, p &#x3c; 0.01; &#x2a;&#x2a;&#x2a;, p &#x3c; 0.001; &#x2a;&#x2a;&#x2a;&#x2a;, p &#x3c; 0.0001).</p>
</caption>
<graphic xlink:href="fbioe-13-1494553-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Impact of shear stress on BMEC nuclei density and morphology</title>
<p>To determine whether CSS and PSS exposure affected nuclear morphology, we analyzed the three BMEC lines using a DAPI nuclear stain (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The number of cell nuclei per field of view (FOV) was counted and analyzed, which first revealed statistically significant differences in cell nuclei numbers between all cell lines (<xref ref-type="sec" rid="s11">Supplementary Figure S5A</xref>), indicative of different packing densities. In terms of responsiveness to shear stress, we observed a statistically significant decrease in the number of cell nuclei per FOV for the primary BMECs acclimated to 0.6&#xa0;dyn/cm<sup>2</sup> PSS, and 10&#xa0;dyn/cm<sup>2</sup> PSS when compared to the static primary BMEC control (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The analysis also revealed a statistically significant decrease in cell nuclei count per FOV in all the immortalized BMECs acclimated to shear stress when compared to their corresponding static control (<xref ref-type="fig" rid="F4">Figure 4B</xref>). Further, there was a statistically significant decrease in cell nuclei per FOV in all iPSC-BMECs acclimated to shear stress when compared to their respective static control (<xref ref-type="fig" rid="F4">Figure 4B</xref>). These results suggest a change in cell density induced by different shear stress conditions within all the cell lines. We next analyzed the average nuclei area. Here, we observed a statistically significant decrease in cell nuclei area for primary BMECs acclimated to 0.6&#xa0;dyn/cm<sup>2</sup> CSS when compared to the statically cultured primary BMECs (<xref ref-type="fig" rid="F4">Figure 4C</xref>). There was also a statistically significant increase in cell nuclei area for primary BMECs acclimated to 0.6&#xa0;dyn/cm<sup>2</sup> PSS and iPSC-derived BMECs acclimated to 0.6&#xa0;dyn/cm<sup>2</sup> CSS when compared to their respective static control (<xref ref-type="fig" rid="F4">Figure 4C</xref>). Cell nuclei area remained constant for all other shear stress conditions in all three BMEC lines when compared to their respective static control groups (<xref ref-type="fig" rid="F4">Figure 4C</xref>), although we further note a statistically significant difference between the statically cultured primary, immortalized, and iPSC-BMEC average cell nuclei area (<xref ref-type="sec" rid="s11">Supplementary Figure S5B</xref>), mirroring the differences in cell density between the lines. Overall, our results illustrate differential responses of the BMEC lines to shear stress, while all BMEC lines are resistant to shear stress induced nuclear shrinkage, which has been previously noted to occur in other cell types (<xref ref-type="bibr" rid="B64">Sahni et al., 2023</xref>; <xref ref-type="bibr" rid="B30">Jetta et al., 2019</xref>; <xref ref-type="bibr" rid="B31">Jin et al., 2020</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Effects of pulsatile and continuous shear stress on nuclei morphology in BMECs. <bold>(A)</bold> Nuclei visualization with DAPI in primary, immortalized, and iPSC-derived BMECs after 2&#xa0;days of shear stress treatment. Scale bar indicates 100&#xa0;&#xb5;m. <bold>(B)</bold> Quantification of number of cell nuclei per field of view. <bold>(C)</bold> Quantification of average cell nuclei area. In <bold>(B, C)</bold>, data represent mean &#xb1; SEM from N &#x3d; 10 Transwell<sup>&#xae;</sup> filters per condition, aggregated across two independent MoCAP runs. Statistical significance was calculated using a one-way ANOVA applied to each cell type (&#x2a;, p &#x3c; 0.05; &#x2a;&#x2a;, p &#x3c; 0.01; &#x2a;&#x2a;&#x2a;, p &#x3c; 0.001; &#x2a;&#x2a;&#x2a;&#x2a;, p &#x3c; 0.0001).</p>
</caption>
<graphic xlink:href="fbioe-13-1494553-g004.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Impact of shear stress on GLUT1 expression</title>
<p>We investigated the effects of CSS and PSS on glucose transporter 1 (GLUT1) expression, as previous reports noted an upregulation in GLUT1 transporter expression when primary BMECs were exposed to 10&#xa0;dyn/cm<sup>2</sup> of CSS, (<xref ref-type="bibr" rid="B9">Chavarria et al., 2023</xref>; <xref ref-type="bibr" rid="B21">Garcia-Polite et al., 2017</xref>), whereas GLUT1 expression in iPSC-BMECs is reported to be insensitive to CSS (<xref ref-type="bibr" rid="B15">DeStefano et al., 2017</xref>). We repeated the previously mentioned shear stress experiment and then performed immunofluorescent staining for GLUT1 (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The quantification of pixel intensity of GLUT1 showed a statistically significant decrease in primary BMECs exposed to 0.6&#xa0;dyn/cm<sup>2</sup> CSS and 0.6&#xa0;dyn/cm<sup>2</sup> PSS compared to their respective static control, as well as an increase in response to 10&#xa0;dyn/cm<sup>2</sup> CSS that was not quite statistically significant (p &#x3d; 0.0781) (<xref ref-type="fig" rid="F5">Figure 5B</xref>). There was also a statistically significant decrease in GLUT-1 intensity in the immortalized BMECs exposed to 10&#xa0;dyn/cm<sup>2</sup> CSS, 0.6&#xa0;dyn/cm<sup>2</sup> PSS, and 10&#xa0;dyn/cm<sup>2</sup> PSS compared to their respective static control (<xref ref-type="fig" rid="F5">Figure 5B</xref>). No significant differences were noted in the iPSC-BMECs between any of the experimental conditions. Thus, our results are generally consistent with the published literature.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Effects of pulsatile and continuous shear stress on GLUT1 expression in BMECs. <bold>(A)</bold> Immunofluorescent staining of GLUT1 in primary, immortalized, and iPSC-derived BMECs after 2&#xa0;days of shear stress treatment. Scale bar indicates 100&#xa0;&#xb5;m. <bold>(B)</bold> Quantification of GLUT1 expression. For each condition, fluorescence intensity from each treated group was normalized to the static control within a given cell line (grey dotted line). Data represent mean &#xb1; SEM from N &#x3d; 5 Transwell<sup>&#xae;</sup> filters per condition from a single MoCAP run. Statistical significance was calculated using a one-way ANOVA applied to each cell type (&#x2a;, p &#x3c; 0.05; &#x2a;&#x2a;, p &#x3c; 0.01).</p>
</caption>
<graphic xlink:href="fbioe-13-1494553-g005.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>3.5 Impact of shear stress on BMEC morphology and alignment</title>
<p>To examine the impact of shear stress on BMEC cytoskeleton morphology, we additionally performed immunofluorescent staining of the actin cytoskeleton utilizing a fluorescently labeled phalloidin after the cells had been exposed to CSS or PSS (<xref ref-type="fig" rid="F6">Figure 6A</xref>). From the actin labeling, we manually measured cell width and length to calculate the inverse aspect ratio (IAR) and evaluate morphological changes in each BMEC line exposed to CSS or PSS. The IAR of each BMEC line remained constant irrespective of the shear stress condition it was exposed to (<xref ref-type="fig" rid="F6">Figure 6B</xref>). The primary BMECs cultured under static conditions had significantly smaller IAR compared to immortalized BMECs and iPSC-BMECs (<xref ref-type="sec" rid="s11">Supplementary Figure S6</xref>). This finding implies baseline differences in IAR between cell lines under static conditions. We then proceeded to calculate cell orientation based on the angle created between the flow vector and the length measured of each cell. This cell orientation measurement was not calculated on the static control groups as these cells were not exposed to flow conditions and did not have a flow vector. This analysis revealed that all cell lines, regardless of shear stress condition, align approximately perpendicular to the flow direction (&#x223c;90&#xb0;; <xref ref-type="fig" rid="F6">Figure 6C</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Effects of pulsatile and continuous shear stress on actin alignment in BMECs. <bold>(A)</bold> Images of actin cytoskeleton in primary, immortalized, and iPSC-derived BMECs after 2&#xa0;days of shear stress treatment. Scale bar indicates 100&#xa0;&#xb5;m. <bold>(B)</bold> Quantification of cell inverse aspect ratio (IAR). <bold>(C)</bold> Quantification of cell alignment angle relative to flow direction, where the grey line represents cell alignment perpendicular (90&#xb0;) to the fluid flow vector generated by the MoCAP device. In <bold>(B, C)</bold>, data represent mean &#xb1; SEM from N &#x3d; 5 Transwell<sup>&#xae;</sup> filters per condition from a single MoCAP run. Statistical significance was calculated using a one-way ANOVA applied to each cell type (no differences).</p>
</caption>
<graphic xlink:href="fbioe-13-1494553-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>In this study, we have developed a modular, versatile, and cost-effective mechanofluidic device that is compatible with commercial 24-well Transwell<sup>&#xae;</sup> inserts. The device can introduce continuous and pulsatile shear stress conditions in a Transwell<sup>&#xae;</sup> insert across a range of shear stress magnitudes. Since the MoCAP is compatible with Transwell<sup>&#xae;</sup> inserts, this device allows for the exploration of the effects of shear stress on barrier-forming cells. The MoCAP can therefore aid mechanofluidic studies by rapidly testing shear stress conditions in 2D in conjunction with molecular biology assays before moving into more intricate 3D models such as microfluidics.</p>
<p>To demonstrate the utility of the MoCAP system, we conducted exploratory evaluations of the responses of three BMEC lines (primary, immortalized, and iPSC-derived) to different shear stress profiles. Similar to prior reports, we report shear-induced changes to GLUT1 expression in primary and immortalized BMECs, but not iPSC-BMECs (<xref ref-type="bibr" rid="B9">Chavarria et al., 2023</xref>; <xref ref-type="bibr" rid="B21">Garcia-Polite et al., 2017</xref>). These results illustrate the importance of considering the differences in cell line responses to shear stress in mechanobiological experiments. Further, all three BMEC lines aligned perpendicular to the flow direction in our cone-and-plate device acclimated on Transwell<sup>&#xae;</sup> inserts, which agrees with a previous report on immortalized BMECs (<xref ref-type="bibr" rid="B12">Choublier et al., 2022</xref>). However, there are also contradictory reports on cell alignment with respect to flow direction for immortalized BMECs (<xref ref-type="bibr" rid="B11">Choublier et al., 2021</xref>), primary BMECs (<xref ref-type="bibr" rid="B21">Garcia-Polite et al., 2017</xref>) and iPSC-BMECs (<xref ref-type="bibr" rid="B15">DeStefano et al., 2017</xref>; <xref ref-type="bibr" rid="B48">Motallebnejad et al., 2019</xref>; <xref ref-type="bibr" rid="B60">Reinitz et al., 2015</xref>). These differences may be due to the mechanofluidic devices utilized during testing, which apply shear forces in different ways. We also found that all three BMEC lines did not experience any elongation due to flow as seen by the IAR measurements when compared to their respective static control, which is consisted with literature (<xref ref-type="bibr" rid="B15">DeStefano et al., 2017</xref>; <xref ref-type="bibr" rid="B60">Reinitz et al., 2015</xref>; <xref ref-type="bibr" rid="B3">Bogorad et al., 2017</xref>). In addition, all BMEC lines exhibit decreased cell density in response to shear stress, which could be related to cell packing or altered proliferation, but more experiments will be needed to tease out these effects. Lastly, we found that the immortalized BMECs had a subtle but significant increase in TEER measurements when exposed to low shear stress, which is consistent with previously reported results (<xref ref-type="bibr" rid="B34">Kim et al., 2024</xref>). Overall, these experiments highlight that the MoCAP enables higher throughput evaluation of different cellular and molecular properties after exposure to a range of shear stresses.</p>
<p>Although we have only presented a limited number of molecular assays, the MoCAP can enable the incorporation of shear stress in molecular assays that have been traditionally performed under static conditions. For example, shear stress plays an important role in cancer metastasis (<xref ref-type="bibr" rid="B59">Qin et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Dombroski et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Kim O.-H. et al., 2022</xref>; <xref ref-type="bibr" rid="B85">Zhou et al., 2023</xref>; <xref ref-type="bibr" rid="B28">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bouchalova and Bouchal, 2022</xref>; <xref ref-type="bibr" rid="B68">Spencer and Baker, 2016</xref>; <xref ref-type="bibr" rid="B69">Spencer et al., 2021</xref>), therefore traditional migration and invasions assays performed in Transwell<sup>&#xae;</sup> inserts can now be performed with external shear stress by utilizing the MoCAP device. This would enable scientists to screen the effects of different shear stress magnitudes and flow profiles on the metastatic potential of different cancer cell lines. Additionally, the MoCAP device can be used with other cell lines from different tissues in which the incorporation of flow is important for cellular function. Some potential examples include the blood-cerebrospinal fluid barrier (<xref ref-type="bibr" rid="B45">MacAulay et al., 2022</xref>; <xref ref-type="bibr" rid="B67">Sol&#xe1;r et al., 2020</xref>), liver (<xref ref-type="bibr" rid="B75">Sun et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Poisson et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Duan et al., 2022</xref>), and peripheral vascular system (<xref ref-type="bibr" rid="B52">Obi et al., 2014</xref>; <xref ref-type="bibr" rid="B26">He et al., 2022</xref>; <xref ref-type="bibr" rid="B10">Chistiakov et al., 2017</xref>; <xref ref-type="bibr" rid="B38">Kutikhin et al., 2018</xref>; <xref ref-type="bibr" rid="B63">Ryu et al., 2021</xref>; <xref ref-type="bibr" rid="B2">Bertani et al., 2021</xref>; <xref ref-type="bibr" rid="B78">Voyvodic et al., 2014</xref>; <xref ref-type="bibr" rid="B40">Le et al., 2021</xref>; <xref ref-type="bibr" rid="B40">Le et al., 2021</xref>; <xref ref-type="bibr" rid="B8">Chatzizisis et al., 2011</xref>). Overall, we have presented a new mechanofluidic device that is cost effective, versatile, and incorporates shear stress into widely used Transwell<sup>&#xae;</sup> models. We anticipate this tool will be broadly useful to the mechanobiology research community.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>Ethical approval was not required for the studies on humans in accordance with the local legislation and institutional requirements because only commercially available established cell lines were used.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>DC: Writing&#x2013;original draft, Writing&#x2013;review and editing, Conceptualization, Investigation, Methodology. KG: Writing&#x2013;review and editing, Investigation. BO: Writing&#x2013;review and editing, Investigation, Software. KH: Writing&#x2013;review and editing, Investigation. EL: Funding acquisition, Supervision, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. Funding for this work was provided by a Chan Zuckerberg Initiative Ben Barres Early Career Acceleration Award 2019-191850 (to ESL), NIH grant R01 NS110665 (to ESL), and NSF grant 1846860 (to ESL). BJO was supported by a K99 Pathway to Independence Award (NIH grant K99 NS133399). Funding for KAG was provided by NSF grant DMR 2244050. Funding for KKH was provided by the School for Science and Math at Vanderbilt in partnership with Metro Nashville Public Schools.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2025.1494553/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2025.1494553/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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