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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">1108340</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2023.1108340</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>Comparative analysis of the cardiomyocyte differentiation potential of induced pluripotent stem cells reprogrammed from human atrial or ventricular fibroblasts</article-title>
<alt-title alt-title-type="left-running-head">Wang 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.2023.1108340">10.3389/fbioe.2023.1108340</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Lu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1111345/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nguyen</surname>
<given-names>Thanh</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/394411/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rosa-Garrido</surname>
<given-names>Manuel</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/658174/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1250428/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cleveland</surname>
<given-names>David C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Jianyi</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="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/880514/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biomedical Engineering</institution>, <institution>School of Medicine</institution>, <institution>School of Engineering</institution>, <institution>University of Alabama at Birmingham</institution>, <addr-line>Birmingham</addr-line>, <addr-line>AL</addr-line>, <country>United States</country>
</aff> <aff id="aff2">
<sup>2</sup>
<institution>Department of Surgery</institution>, <institution>University of Alabama at Birmingham</institution>, <addr-line>Birmingham</addr-line>, <addr-line>AL</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Children&#x2019;s Hospital of Alabama</institution>, <addr-line>Birmingham</addr-line>, <addr-line>AL</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Medicine</institution>, <institution>Division of Cardiovascular Disease</institution>, <institution>School of Medicine</institution>, <institution>University of Alabama at Birmingham</institution>, <addr-line>Birmingham</addr-line>, <addr-line>AL</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/1767197/overview">Nanako Kawaguchi</ext-link>, Tokyo Women&#x2019;s Medical University, Japan</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/308966/overview">Huaxiao Adam Yang</ext-link>, University of North Texas, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1407781/overview">Sunny Chan</ext-link>, University of Minnesota Twin Cities, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jianyi Zhang, <email>jayzhang@uab.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Tissue Engineering and Regenerative Medicine, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1108340</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Nguyen, Rosa-Garrido, Zhou, Cleveland and Zhang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Nguyen, Rosa-Garrido, Zhou, Cleveland and Zhang</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>
<bold>Background:</bold> We had shown that cardiomyocytes (CMs) were more efficiently differentiated from human induced pluripotent stem cells (hiPSCs) when the hiPSCs were reprogrammed from cardiac fibroblasts rather than dermal fibroblasts or blood mononuclear cells. Here, we continued to investigate the relationship between somatic-cell lineage and hiPSC-CM production by comparing the yield and functional properties of CMs differentiated from iPSCs reprogrammed from human atrial or ventricular cardiac fibroblasts (<sup>A</sup>iPSC or <sup>V</sup>iPSC, respectively).</p>
<p>
<bold>Methods:</bold> Atrial and ventricular heart tissues were obtained from the same patient, reprogrammed into <sup>A</sup>iPSCs or <sup>V</sup>iPSCs, and then differentiated into CMs (<sup>A</sup>iPSC-CMs or <sup>V</sup>iPSC-CMs, respectively) <italic>via</italic> established protocols.</p>
<p>
<bold>Results:</bold> The time-course of expression for pluripotency genes (OCT4, NANOG, and SOX2), the early mesodermal marker Brachyury, the cardiac mesodermal markers MESP1 and Gata4, and the cardiovascular progenitor-cell transcription factor NKX2.5 were broadly similar in <sup>A</sup>iPSC-CMs and <sup>V</sup>iPSC-CMs during the differentiation protocol. Flow-cytometry analyses of cardiac troponin T expression also indicated that purity of the two differentiated hiPSC-CM populations (<sup>A</sup>iPSC-CMs: 88.23% &#xb1; 4.69%, <sup>V</sup>iPSC-CMs: 90.25% &#xb1; 4.99%) was equivalent. While the field-potential durations were significantly longer in <sup>V</sup>iPSC-CMs than in <sup>A</sup>iPSC-CMs, measurements of action potential duration, beat period, spike amplitude, conduction velocity, and peak calcium-transient amplitude did not differ significantly between the two hiPSC-CM populations. Yet, our cardiac-origin iPSC-CM showed higher ADP and conduction velocity than previously reported iPSC-CM derived from non-cardiac tissues. Transcriptomic data comparing iPSC and iPSC-CMs showed similar gene expression profiles between <sup>A</sup>iPSC-CMs and <sup>V</sup>iPSC-CMs with significant differences when compared to iPSC-CM derived from other tissues. This analysis also pointed to several genes involved in electrophysiology processes responsible for the physiological differences observed between cardiac and non-cardiac-derived cardiomyocytes.</p>
<p>
<bold>Conclusion:</bold> <sup>A</sup>iPSC and <sup>V</sup>iPSC were differentiated into CMs with equal efficiency. Detected differences in electrophysiological properties, calcium handling activity, and transcription profiles between cardiac and non-cardiac derived cardiomyocytes demonstrated that 1) tissue of origin matters to generate a better-featured iPSC-CMs, 2) the sublocation within the cardiac tissue has marginal effects on the differentiation process.</p>
</abstract>
<kwd-group>
<kwd>induced pluripotent stem cells</kwd>
<kwd>cardiac differentiation</kwd>
<kwd>action potential</kwd>
<kwd>field potential</kwd>
<kwd>calcium transient</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Despite the ongoing refinement of treatments for managing cardiovascular disease, long-term improvement is limited because adult mammals&#x2019; hearts cannot regenerate damaged myocardial tissue (<xref ref-type="bibr" rid="B48">Zhang et al., 2018</xref>). Whole-heart transplantation surgery remains the only proven option for treating patients who have entered the final stages of heart disease, but the availability of donated hearts is limited (<xref ref-type="bibr" rid="B45">Wang et al., 2021</xref>). Thus, researchers continue to develop strategies for repopulating the myocardial scar with exogenously administered cells; cardiomyocytes (CMs)&#x2014;the fundamental contractile units of the heart&#x2014;cannot be expanded in culture, so studies with human CMs generally cannot be conducted with cells obtained from primary sources.</p>
<p>The scarcity of CMs for therapeutic applications, as well as mechanistic studies and drug testing, was alleviated by the development of induced pluripotent stem cells (iPSCs), (<xref ref-type="bibr" rid="B41">Takahashi and Yamanaka, 2006</xref>), which are reprogrammed from cells of somatic tissues and, like embryonic stem cells (ESCs), can self-replicate indefinitely and be differentiated into cells of any lineage (<xref ref-type="bibr" rid="B32">Park et al., 2008a</xref>; <xref ref-type="bibr" rid="B8">Ebert et al., 2009</xref>; <xref ref-type="bibr" rid="B39">Soldner et al., 2009</xref>; <xref ref-type="bibr" rid="B5">Chen et al., 2018</xref>). iPSCs are typically generated <italic>via</italic> overexpression of four pluripotency factors (Oct3/4, Sox2, c-Myc, and klf4) (<xref ref-type="bibr" rid="B41">Takahashi and Yamanaka, 2006</xref>) and can be reprogrammed from a wide variety of cell types (<xref ref-type="bibr" rid="B1">Aasen et al., 2008</xref>; <xref ref-type="bibr" rid="B2">Aoi et al., 2008</xref>; <xref ref-type="bibr" rid="B15">Hanna et al., 2008</xref>; <xref ref-type="bibr" rid="B18">Kim et al., 2008</xref>; <xref ref-type="bibr" rid="B40">Stadtfeld et al., 2008</xref>; <xref ref-type="bibr" rid="B43">Utikal et al., 2009</xref>; <xref ref-type="bibr" rid="B34">Polo et al., 2010</xref>; <xref ref-type="bibr" rid="B38">Sanchez-Freire et al., 2014</xref>). Reprogrammed cells retain some of the epigenetic characteristics associated with their somatic-cell lineage, and this &#x201c;epigenetic memory&#x201d; appears to influence both the yield and functional properties of iPSC-derived cells (<xref ref-type="bibr" rid="B20">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B37">Rizzi et al., 2012</xref>; <xref ref-type="bibr" rid="B27">Meraviglia et al., 2016</xref>). We had shown that CMs were more efficiently differentiated from human iPSCs (hiPSCs) when the hiPSCs were reprogrammed from cardiac fibroblasts (<sup>hCF</sup>iPSCs) rather than dermal fibroblasts (<sup>hDF</sup>iPSCs) or umbilical cord blood mononuclear cells (<sup>hUCB</sup>iPSCs). <sup>hCF</sup>iPSCs -derived CMs also have a more cardiac-like Ca<sup>2&#x2b;</sup> handling profile, (<xref ref-type="bibr" rid="B49">Zhang et al., 2015</xref>), suggesting that hiPSCs may be more suitable for generating hiPSC-CMs if they are reprogrammed from cardiac, rather than non-cardiac lineage cells. The experiments described in this report continue to interrogate the relationship between the somatic-cell lineage of hiPSCs and hiPSC-CM production by comparing the yield and functional properties of CMs differentiated from hiPSCs reprogrammed from atrial cardiac fibroblasts or ventricular cardiac fibroblasts (<sup>A</sup>iPSC-CM or <sup>V</sup>iPSC-CM, respectively).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<p>All protocols in this study were approved by the Institutional Review Board (IRB) for Human Use at the University of Alabama, Birmingham.</p>
<sec id="s2-1">
<title>Isolation and characterization of cardiac fibroblasts</title>
<p>Cardiac ventricular and atrial tissue specimens were obtained with informed consent from a 15-day-old patient with d-TGA (dextro-Transposition of the Great Arteries) severe pulmonary outflow obstruction who underwent open chest surgery; then, cardiac fibroblasts were isolated as described previously (<xref ref-type="bibr" rid="B31">Park et al., 2008b</xref>). Briefly, tissue specimens were cut into small pieces, placed in a 6-well plate containing hFib media (DMEM containing 10% FBS, 2&#xa0;mM&#xa0;L-GIn, 50&#xa0;U ml<sup>-1</sup> penicillin and 50&#xa0;mg&#xa0;mL<sup>-1</sup> streptomycin), and covered with a cover slip. The culture medium was changed every three days for 2&#xa0;weeks, and fibroblast outgrowth was observed after 10&#xa0;days of culture. Fibroblast identification was confirmed <italic>via</italic> immunofluorescence staining for vimentin and TE-7 expression (<xref ref-type="bibr" rid="B11">Gao et al., 2018</xref>).</p>
</sec>
<sec id="s2-2">
<title>Immunofluorescence staining</title>
<p>Immunofluorescence staining was performed as previously described (<xref ref-type="bibr" rid="B46">Wang and Zhang, 2022</xref>). Briefly, cells were fixed in 4% paraformaldehyde (PFA) for 15&#xa0;min at room temperature, permeabilized with 90% acetone for 3&#xa0;min, and then blocked with 10% donkey serum for 20&#xa0;min. The fixed cells were incubated with primary antibodies (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>) overnight at 4&#xb0;C and with corresponding fluorescently conjugated secondary antibodies at room temperature for 2&#xa0;h; then, the cells were mounted with mounting medium containing 4,6-diamidino-2-phenyl- indole (DAPI) (Vector Laboratories; H-1200) and imaged with a confocal microscope.</p>
</sec>
<sec id="s2-3">
<title>iPSC reprogramming</title>
<p>iPSC reprogramming was performed with a CytoTune&#x2122;-iPS 2.0 Sendai Reprogramming Kit as directed by the manufacturer&#x2019;s instructions. Briefly, cells (passage 2) were transduced with CytoTune&#x2122;-iPS 2.0 Sendai reprogramming vectors and then transferred to feeder cells in fibroblast medium (DMEM supplemented with 10% FBS, 1% MEM Non-Essential Amino Acids Solution, and 0.1% 2-mercaptoethanol). Putative hiPSC colonies were identified <italic>via</italic> Tra1-60 live staining, transferred into Matrigel-coated wells containing mTeSR medium, and expanded without feeder cells.</p>
</sec>
<sec id="s2-4">
<title>iPSC characterization</title>
<p>OCT4, Nanog, SSEA4, and SOX2 expression in reprogrammed iPSCs was evaluated <italic>via</italic> immunofluorescence staining. The absence of residual Sendai virus was confirmed after 10 passages by qRT-PCR with a primer for SeV amplification as previously described; (<xref ref-type="bibr" rid="B13">Grossmann et al., 2021</xref>); RNA from passage 0 iPSCs and from somatic fibroblasts served as the positive and negative controls, respectively. The absence of <italic>mycoplasma</italic> was confirmed at passage 12 with a LookOut <italic>Mycoplasma</italic> PCR Detection Kit (Sigma-Aldrich&#x2014;Merck) as directed by the manufacturer&#x2019;s instructions. The PCR products were loaded on a 1% agarose gel containing SYBR Safe DNA Gel Stain (Invitrogen, S33102) and visualized with a ChemiDoc MP Imaging System (Bio-Rad).</p>
</sec>
<sec id="s2-5">
<title>Teratoma formation</title>
<p>The teratoma formation assay was performed as described previously (<xref ref-type="bibr" rid="B28">Nelakanti et al., 2015</xref>). Briefly, &#x223c;1 <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mo>&#xd7;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 10<sup>6</sup> iPSCs were collected with Accutase, suspended in 50&#xa0;&#x3bc;L Matrigel, and slowly injected into the gastrocnemius muscle of NOD/SCID Gamma mice. Teratomas were monitored and surgically removed 6&#x2013;8&#xa0;weeks after injection, fixed with 4% formaldehyde, and embedded in paraffin. The preserved samples were sectioned and stained with hematoxylin and eosin at the Pathology Core Research Laboratory in the Department of Pathology, University of Alabama, Birmingham.</p>
</sec>
<sec id="s2-6">
<title>Karyotype analysis</title>
<p>Karyotype analysis was conducted in the Cytogenetics Lab at the WiCell Research Institute (Madison, WI). Metaphases were analyzed for each sample by using a brightfield microscope after G-banding. Chromosome identification and karyotype descriptions were made according to the International System for Human Cytogenetic Nomenclature (McGowan-Jordan, 2016). Short tandem repeat (STR) analysis was performed in the Histocompatibility/Molecular Diagnostics laboratory at the University of Wisconsin Hospital and Clinics (Madison, WI).</p>
</sec>
<sec id="s2-7">
<title>Cardiomyocyte differentiation from <sup>A</sup>iPSC and <sup>V</sup>iPSC</title>
<p>
<sup>A</sup>iPSC and <sup>V</sup>iPSC were differentiated into cardiomyocytes (CMs) as previously described (<xref ref-type="bibr" rid="B25">Lian et al., 2013</xref>). Briefly, <sup>A</sup>iPSC and <sup>V</sup>iPSC were maintained with mTeSR&#x2122; Plus (Stem Cell Technologies) cell media in GelTrex-coated (Thermo Fisher Scientific) plate until meeting 80% confluency. Cardiomyocyte differentiation was induced by culturing iPSCs with CHIR99021 for 24&#xa0;h in RPMI 1640 medium and B27 without insulin (B27-) media. Cells were then recovered for 48&#xa0;h in RPMI 1640 medium and B27- media, and cultured with IWR-1 for 48&#xa0;h in RPMI 1640 medium and B27- media. Beating cardiomyocytes typically appeared nine days after differentiation initiation.</p>
</sec>
<sec id="s2-8">
<title>Quantitative real-time polymerase chain reaction (qRT-PCR)</title>
<p>Total RNA was extracted using RNeasy mini kits (Qiagen, United States) as directed by the manufacturer&#x2019;s instructions and quantified <italic>via</italic> Nanodrop. cDNA was synthesized with SuperScriptTM II Reverse Transcriptase (Thermo Scientific, United States), and qRT-PCR was performed on a QuantStudio three real-time PCR system (Eppendorf, United States) with appropriate primers (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>) and the Power Up SYBR Green PCR Mix (Thermo Fisher Scientific). Measurements were determined <italic>via</italic> the 2<sup>&#x2212;&#x394;&#x394;CT</sup> method and normalized to the abundance of glyceraldehyde phosphate dehydrogenase (GAPDH) RNA.</p>
</sec>
<sec id="s2-9">
<title>Flow cytometry</title>
<p>Purity of differentiated hiPSC-CMs was determined <italic>via</italic> flow cytometry analysis as previously described (<xref ref-type="bibr" rid="B10">Gao et al., 2020</xref>). Briefly, iPSC-CMs were trypsinized into single cells, fixed with fixation and permeabilization solution (51-2090KZ) for 30&#xa0;min at 4&#xb0;C, and blocked in Human BD Fc Block (564219) at room temperature for 10&#xa0;min. Cells were then incubated with primary antibodies and isotype control antibodies at room temperature for 40&#xa0;min, incubated with corresponding fluorescently conjugated secondary antibodies for 30&#xa0;min, and resuspended in wash buffer (554723). Flow cytometry was performed with an LSR Fortessa instrument (BD Biosciences, United States).</p>
</sec>
<sec id="s2-10">
<title>Multi-electrode array (MEA) analysis</title>
<p>hiPSC-CM action and field potentials were assessed with a MaestroEdge multi-electrode array system as previously described (<xref ref-type="bibr" rid="B47">Wickramasinghe et al., 2022</xref>). Briefly, cells were plated on 24-well CytoView MRA plates (Axion BioSystems) coated with GelTrex at a density of 4 <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mo>&#xd7;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 10<sup>4</sup> cells per well. One week later, the plates were equilibrated for 10&#xa0;min, data were recorded using the Axion Integrated Studio (AxIS) software and finally analyzed using the Cardiac Analysis Tool (Axion Biosystems, Atlanta, GA, United States).</p>
</sec>
<sec id="s2-11">
<title>Ca<sup>2&#x2b;</sup> transient analysis</title>
<p>Ca<sup>2&#x2b;</sup> transients were measured as previously described (<xref ref-type="bibr" rid="B10">Gao et al., 2020</xref>). Briefly, hiPSC-CMs were plated as individual cells on cover glasses (25 <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:mo>&#xd7;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 25&#xa0;mm) coated with Geltrex and incubated with Fura-2 AM (0.5&#xa0;&#x3bc;M, Invitrogen, United States) for 10&#xa0;min in Tyrode&#x2019;s solution. Cells were then stimulated at 1&#xa0;Hz and 2&#xa0;Hz, and the ratio of fluorescence emitted at 340 and 380&#xa0;nm was determined with a Ca<sup>2&#x2b;</sup> recording system and analyzed using IonWizard (IonOptix, United States) software.</p>
</sec>
<sec id="s2-12">
<title>Generating the bulk-RNA sequencing data</title>
<p>
<sup>A</sup>iPSC, <sup>V</sup>iPSC, <sup>A</sup>iPSC-CM, and <sup>V</sup>iPSC-CM RNA sequencing was performed by Novogene&#x2014;Advancing Genomics using Illumina NovaSeq 6,000 platforms. RNA quality control was achieved by removing reads containing adapters, having more than 10% of undetermined bases, and low-quality reads. Less than 2% of these reads were removed in all samples. Reads were mapped to human GRCh38 reference genome (<xref ref-type="bibr" rid="B29">Nurk et al., 2022</xref>) using STAR pipeline (<xref ref-type="bibr" rid="B7">Dobin et al., 2013</xref>); the unique mapping rate was above 94% in all samples (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>). Then, for each gene, the count of transcripts for each sample was recorded.</p>
</sec>
<sec id="s2-13">
<title>Collecting iPSC-CM bulk-RNA sequencing reported in the literature</title>
<p>The phrase &#x201c;hiPSC derived cardiomyocyte&#x201d; was used to search for iPSC-CM sequencing data in Gene Expression Omnibus database (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/geo/">https://www.ncbi.nlm.nih.gov/geo/</ext-link>); this query yields 69 data sources. Publications associated with these data sources were manually read to select data sets that 1) had the same cardiomyocyte differentiation (from iPSC) protocol as ours, without further chemical or genetic modification treatment; 2) iPSC-CMs were harvested 30&#xa0;days or later after differentiation; 3) reported iPSC-CM electrophysiology; 4) have the iPSC-CM bulk-RNA sequencing data generated by Illumina platforms; and 5) the transcript raw count format (required for DeSeq2 gene expression normalization) was available. Two datasets (<xref ref-type="bibr" rid="B50">Zhao et al., 2017</xref>; <xref ref-type="bibr" rid="B12">Garay et al., 2022</xref>) were selected to be analyzed with <sup>A</sup>iPSC, <sup>V</sup>iPSC, <sup>A</sup>iPSC-CM, and <sup>V</sup>iPSC-CM RNA sequencing data, which were summarized in <xref ref-type="sec" rid="s11">Supplementary Table S4</xref>. Dataset (<xref ref-type="bibr" rid="B12">Garay et al., 2022</xref>) contains iPSC-CM derived from skin tissue after 90&#xa0;days of differentiation from skin (<sup>S&#x2212;D90</sup>iPSC-CM) and kidney tissue (<sup>K&#x2212;D90</sup>iPSC-CM). Dataset (<xref ref-type="bibr" rid="B50">Zhao et al., 2017</xref>) contains iPSC derived from the dermal fibroblast (skin) tissue (<sup>S</sup>iPSC) and iPSC-CM after 30 days of differentiation (<sup>S&#x2212;D30</sup>iPSC-CM).</p>
<sec id="s3-1">
<title>Bulk-RNA gene expression analysis</title>
<p>The raw transcript counts (35,794 genes) in each sample (24 samples) were normalized by Deseq2 (<xref ref-type="bibr" rid="B26">Love et al., 2014</xref>). After normalization, the sample pairwise similarities were calculated using all samples&#x2019; expression data; then, the samples were clustered by applying hierarchical clustering (clustergram) (<xref ref-type="bibr" rid="B9">Frank, 2016</xref>; <xref ref-type="bibr" rid="B6">clustergram, 2022</xref>) on these similarities. Also, the normalized expression was embedded and visualized by Uniform Manifold Approximation (UMAP) toolkit (<xref ref-type="bibr" rid="B23">Leland McInnes and James, 2018</xref>; <xref ref-type="bibr" rid="B42">Uniform, 2021</xref>).</p>
<p>The expression fold-change was calculated for each gene to select differentially expressed genes (DEG) in two-group comparison. Due to low sample size (n &#x3d; 3), the non-parametric Wilcoxon Ranksum test was implemented and applied as in (<xref ref-type="bibr" rid="B3">Bian et al., 2021</xref>) for statistical analysis. Genes with fold-change magnitude of two and above (&#x3e;2 or &#x3c; 0.5), average per-sample expression of 100 and above, and <italic>p</italic>-value &#x3c; 0.05 were selected as DEGs.</p>
</sec>
<sec id="s2-14">
<title>Gene ontology analysis</title>
<p>The list of DEG, computed in bulk-RNA data analysis, was input into The Database for Annotation, Visualization and Integrated Discovery (DAVID) (<xref ref-type="bibr" rid="B17">Huang et al., 2009</xref>). DAVID resulted in a list of gene ontologies and signaling pathways enriched by the input DEG. Only, gene ontologies and signaling pathways with a False Discovery Rate of 0.05 and below were retained for statistical significance. The enrichment score was computed as the log-base-10 of the enrichment <italic>p</italic>-value, which was resulted from DAVID.</p>
</sec>
<sec id="s2-15">
<title>Statistical analysis</title>
<p>Data were presented as mean &#xb1; SEM. Significance was determined <italic>via</italic> the Student&#x2019;s t-test for comparisons between two groups and <italic>via</italic> one-way analysis of variance for comparisons among three or more groups. A <italic>p</italic> value of &#x3c;0.05 was considered statistically significant.</p>
<p>For RNA sequencing data, due to the small sample size, non-parametric Wilcoxon-Ranksum test was applied for comparison between two groups, and non-parametric Kruskal&#x2013;Wallis test was used for comparison among three or more groups. When a large number of genes were tested in the Deseq2 protocol, the Benjamini and Hochberg method was applied to adjust the <italic>p</italic>-values (false-positive correction). A <italic>p</italic>-value of &#x3c; 0.05 was considered statistically significant.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Characterization of iPSCs reprogrammed from human atrial and ventricular fibroblasts</title>
<p>Both atrial and ventricular heart tissues were obtained from the same male newborn infant patient during open-chest surgery for d-TGA and cut into small pieces to induce fibroblast outgrowth (<xref ref-type="fig" rid="F1">Figure 1A</xref>); then, atrial and ventricular fibroblasts were collected, expanded for two&#xa0;weeks (<xref ref-type="fig" rid="F1">Figure 1B</xref>), and stained for the expression of vimentin and TE-7 to confirm fibroblast identity (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Fibroblasts were reprogrammed into <sup>A</sup>iPSC and <sup>V</sup>iPSC <italic>via</italic> transfection with non-integrating Sendai virus vectors coding for expression of the human variants of Oct3/4, Sox2, Klf4, and c-Myc. Two weeks later, colonies with an ESC-like morphology (<xref ref-type="fig" rid="F1">Figure 1D</xref>) expressing the pluripotent/stem-cell marker Tra1-60 (<xref ref-type="fig" rid="F1">Figure 1E</xref>) were mechanically isolated and expanded. The morphologies of the <sup>A</sup>iPSC and <sup>V</sup>iPSC lineages were indistinguishable (<xref ref-type="fig" rid="F1">Figure 1F</xref>). Both <sup>A</sup>iPSC and <sup>V</sup>iPSC expressed the pluripotency genes OCT4, Nanog, SSEA4, and SOX2 (<xref ref-type="fig" rid="F2">Figure 2A</xref>) and generated cells from all three germ layers when evaluated <italic>via</italic> teratoma formation assay (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Similar results for <sup>A</sup>iPSC see <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>. Sendai virus (<xref ref-type="fig" rid="F2">Figure 2C</xref>) and <italic>mycoplasma</italic> (<xref ref-type="fig" rid="F2">Figure 2D</xref>) were undetectable after 10 and 12 passages, respectively, and the cells&#x2019; karyotypes were normal (<xref ref-type="fig" rid="F2">Figure 2E</xref>). (<xref ref-type="bibr" rid="B13">Grossmann et al., 2021</xref>)</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>iPSCs were reprogrammed from human atrial and ventricular fibroblasts. <bold>(A)</bold> Cardiac tissue was obtained from the atrium and ventricle of a male newborn infant patient who underwent open-chest surgery for d-TGA and cultured to induce fibroblast outgrowth. <bold>(B)</bold> Isolated fibroblasts (bar &#x3d; 100&#xa0;&#x3bc;m) were <bold>(C)</bold> evaluated for expression of the fibroblast-specific markers vimentin (VMT) and TE-7 <italic>via</italic> immunofluorescence staining (bar &#x3d; 20&#xa0;&#x3bc;m) and then reprogrammed <bold>(D)</bold> into <sup>A</sup>iPSC and <sup>V</sup>iPSC <italic>via</italic> transfection with Sendai virus coding for OCT4, SOX2, KLF4, and C-MYC (bar &#x3d; 100&#xa0;&#x3bc;m). <bold>(E)</bold> Three&#xa0;weeks after transduction, putative hiPSCs were identified <italic>via</italic> live immunofluorescent staining for CD44 and the pluripotency marker Tra1-60 (bar &#x3d; 200&#xa0;&#x3bc;m) and <bold>(F)</bold> imaged for morphological assessments (bar &#x3d; 100&#xa0;&#x3bc;m). Representative images of cultured ventricular tissue (Panel A), ventricular fibroblasts <bold>(B&#x2013;C)</bold>, and <sup>V</sup>iPSC <bold>(D&#x2013;F)</bold> are displayed.</p>
</caption>
<graphic xlink:href="fbioe-11-1108340-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<sup>A</sup>iPSC and <sup>V</sup>iPSC were pluripotent with normal karyotypes. <bold>(A)</bold> Expression of the pluripotency markers OCT4, Nanog, SSEA4, and Sox2 was evaluated <italic>via</italic> immunofluorescence staining in <sup>A</sup>iPSC and <sup>V</sup>iPSC. Nuclei were counterstained with DAPI (representative images of <sup>V</sup>iPSC; bar &#x3d; 100&#xa0;&#x3bc;m) <bold>(B)</bold> <sup>A</sup>iPSC and <sup>V</sup>iPSC were subcutaneously transplanted into immunodeficient mice and grew to form teratomas over the ensuing 8&#xa0;weeks; then, the teratoma was excised, sectioned, stained with hematoxylin and eosin, and examined for the presence of all three developmental germ layers: ectoderm (i.e., neural epithelium), mesoderm (i.e., striated muscle), and endoderm (i.e., gut-like epithelium) (representative images for <sup>V</sup>iPSC teratomas; bar &#x3d; 100&#xa0;&#x3bc;m). <bold>(C)</bold> Loss of the Sendai virus vector was confirmed by electrophoresis of RT-PCR products at passage 10. <bold>(D)</bold> The absence of <italic>mycoplasma</italic> contamination was confirmed at passage 12 by electrophoresis of RT-PCR products from the culture supernatant. <bold>(E)</bold> Karyotype analyses were performed to confirm correct chromosomal number and structure of the selected cells.</p>
</caption>
<graphic xlink:href="fbioe-11-1108340-g002.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>CM differentiation potential of <sup>A</sup>iPSC and <sup>V</sup>iPSC</title>
<p>mRNA assessments of the expression of pluripotency genes (OCT4, NANOG, and SOX2; <xref ref-type="fig" rid="F3">Figure 3A</xref>), the early mesodermal marker Brachyury (<xref ref-type="fig" rid="F3">Figure 3B</xref>), the cardiac mesodermal markers MESP1 (<xref ref-type="fig" rid="F3">Figure 3C</xref>) and Gata4 (<xref ref-type="fig" rid="F3">Figure 3D</xref>), and the cardiovascular progenitor-cell transcription factor NKX2.5 (<xref ref-type="fig" rid="F3">Figure 3E</xref>) were conducted before the <sup>A</sup>iPSC and <sup>V</sup>iPSC were differentiated into hiPSC-CMs (Day 0), three and six&#xa0;days after the differentiation protocol (<xref ref-type="bibr" rid="B24">Lian et al., 2012</xref>) was initiated (D-Day 3 and D-Day 6), and 3 and 12 days after the cells began beating (B-Day 3 and B-Day 12). Measurements in both hiPSC lineages indicated that pluripotency gene expression declined from Day 0 to D-Day 6. At the same time, the abundance of Brachyury and Gata4 mRNA peaked on D-Day 3 and B-Day 3, respectively, and NKX2.5 expression progressively increased from D-Day 6 through B-Day 12. However, whereas measures of MESP1 abundance gradually increased through B-Day 3 in <sup>V</sup>iPSC, MESP1 expression in <sup>A</sup>iPSC peaked, and was significantly greater than in <sup>V</sup>iPSC, on D-Day 3. Nevertheless, when the expression of cardiac troponin T (cTnT) (<xref ref-type="fig" rid="F3">Figure 3F</xref>) was evaluated <italic>via</italic> immunofluorescence, the proportions of positively stained <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM populations were similar (<xref ref-type="fig" rid="F3">Figure 3G</xref>) on B-Day 12, indicating that the differentiation protocol was equally efficient for both hiPSC lines.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Differentiation of <sup>A</sup>iPSC and <sup>V</sup>iPSC into CMs was equally efficient. <sup>A</sup>iPSC and <sup>V</sup>iPSC were differentiated into <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM <italic>via</italic> established protocols. The abundance of mRNA for <bold>(A)</bold> the pluripotency genes Oct4, Nanog, and Sox2; <bold>(B)</bold> the early mesoderm marker Brachyury, <bold>(C)</bold> the early cardiac-mesoderm marker Mesp1; and the cardiac-cell markers <bold>(D)</bold> Gata4 and <bold>(E)</bold> Nkx2.5 was evaluated before differentiation, 3&#xa0;days (D-D3) and 6&#xa0;days (D-D6) after differentiation was initiated, and 3&#xa0;days (B-D3) and 12&#xa0;days (B-D12) after beating was observed. Measurements were performed <italic>via</italic> qRT-PCR and normalized to the abundance of glyceraldehyde phosphate dehydrogenase mRNA <bold>(F)</bold> <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM were immunofluorescently stained for the expression of cardiac troponin T (cTnT); bar &#x3d; 50&#xa0;&#x3bc;m. <bold>(G)</bold> The purity of the <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM was quantified <italic>via</italic> flow cytometry analyses of cTnT-expressing cells on B-Day 12. &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</caption>
<graphic xlink:href="fbioe-11-1108340-g003.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>Functional properties of <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM</title>
<p>Electrophysiological properties of <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM were characterized <italic>via</italic> action potential (<xref ref-type="fig" rid="F4">Figure 4A</xref>) and field potential (<xref ref-type="fig" rid="F4">Figure 4E</xref>) recordings acquired 30 days after the differentiation protocol was initiated. Action potential durations to 30% (APD<sub>30</sub>, <xref ref-type="fig" rid="F4">Figure 4B</xref>), 60% (APD<sub>60</sub>, <xref ref-type="fig" rid="F4">Figure 4C</xref>), and 90% (APD<sub>90</sub>, <xref ref-type="fig" rid="F4">Figure 4D</xref>) recovery, as well as measurements of beat period (<xref ref-type="fig" rid="F4">Figure 4F</xref>), spike amplitude (<xref ref-type="fig" rid="F4">Figure 4G</xref>), and conduction velocity (<xref ref-type="fig" rid="F4">Figure 4H</xref>) were nearly identical in <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM. Field-potential durations (<xref ref-type="fig" rid="F4">Figure 4I</xref>) were detected to be significantly longer in <sup>V</sup>iPSC-CM. Calcium transients tended to have higher peak amplitudes in <sup>A</sup>iPSC-CM than in <sup>V</sup>iPSC-CM when the cells were paced at 1 or 2&#xa0;Hz (<xref ref-type="fig" rid="F4">Figures 4J</xref>,K), but the differences between groups did not reach statistical significance.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Electrophysiological properties of <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM were similar. <bold>(A)</bold> Representative action-potential and <bold>(E)</bold> field-potential recording are displayed for <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM. <bold>(B&#x2013;D)</bold> Action potential durations to 30% (APD<sub>30</sub>), 60% (APD<sub>60</sub>), and 90% (APD<sub>90</sub>) recovery were calculated for <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM. <bold>(F&#x2013;I)</bold> Field potential recordings were used to calculate <bold>(F)</bold> beat period, <bold>(G)</bold> spike amplitude, <bold>(H)</bold> conduction velocity, and <bold>(I)</bold> field-potential duration (FPD) for <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM. <bold>(J,K)</bold> Peak Ca<sup>2&#x2b;</sup> transient amplitudes were calculated from Fura-2 AM dye fluorescence recordings in <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM while the cells were paced at 1&#xa0;Hz and 2&#xa0;Hz &#x2a;<italic>p</italic> &#x3c; 0.05.</p>
</caption>
<graphic xlink:href="fbioe-11-1108340-g004.tif"/>
</fig>
<p>On the other hand, <xref ref-type="table" rid="T1">Table 1</xref> shows that our <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM APD<sub>90</sub> (measured at 1&#xa0;Hz) were within the range of the iPSC-CM derived from the reported skin, kidney, and peripheral blood tissues. Meanwhile, <sup>A</sup>iPSC-CM/<sup>V</sup>iPSC-CM had significantly higher conduction velocity (<xref ref-type="table" rid="T2">Table 2</xref>) than iPSC-CM derived from other tissues.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Comparison of ADP<sub>90</sub> (in ms) between <sup>A</sup>iPSC-CM/<sup>V</sup>iPSC-CM and other reported iPSC-CM derived from skin, kidney, and peripheral blood tissues. The numbers were written in mean (standard deviation) format.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Cell line</th>
<th align="left">Tissue origin</th>
<th align="left">ADP<sub>90</sub>, in ms</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<sup>A</sup>iPSC-CM</td>
<td align="left">Cardiac</td>
<td align="left">390 (200)</td>
</tr>
<tr>
<td align="left">
<sup>V</sup>iPSC-CM</td>
<td align="left">Cardiac</td>
<td align="left">390 (190)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B22">Lan et al. (2020)</xref>
</td>
<td align="left">Skin</td>
<td align="left">200 (20) (&#x2a;)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B35">Poulin et al. (2021)</xref>
</td>
<td align="left">Skin</td>
<td align="left">400 (50)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B14">Guo et al. (2019)</xref>
</td>
<td align="left">Skin</td>
<td align="left">378.9 (17.2)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B12">Garay et al. (2022)</xref> (<sup>S&#x2212;D90</sup>iPSC-CM and <sup>K&#x2212;D90</sup>iPSC-CM)</td>
<td align="left">Skin (dermal fibroblast)/Kidney (HEK293 cell)</td>
<td align="left">176 (7)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B21">Lam et al. (2020)</xref>
</td>
<td align="left">Peripheral blood</td>
<td align="left">290 (40) (&#x2a;&#x2a;)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B44">Wang et al. (2022)</xref>
</td>
<td align="left">Peripheral blood</td>
<td align="left">400 (50) (&#x2a;&#x2a;&#x2a;)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B22">Lan et al. (2020)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B22">Lan et al. (2020)</xref> <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
</fn>
<fn>
<p>(&#x2a;&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B21">Lam et al. (2020)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B21">Lam et al. (2020)</xref> Figure 6.</p>
</fn>
<fn>
<p>(&#x2a;&#x2a;&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B44">Wang et al. (2022)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B44">Wang et al. (2022)</xref> <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Comparison of conduction velocity (in cm/s) between <sup>A</sup>iPSC-CM/<sup>V</sup>iPSC-CM and other reported iPSC-CM derived from skin, kidney, and peripheral blood tissues. The numbers were written in mean (standard deviation) format.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Cell line</th>
<th align="left">Tissue origin</th>
<th align="left">Conduction velocity</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<sup>A</sup>iPSC-CM</td>
<td align="left">Cardiac</td>
<td align="left">10.3 (0.5)</td>
</tr>
<tr>
<td align="left">
<sup>V</sup>iPSC-CM</td>
<td align="left">Cardiac</td>
<td align="left">10.7 (0.5)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B35">Poulin et al. (2021)</xref>
</td>
<td align="left">Skin</td>
<td align="left">9.1 (0.7)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B50">Zhao et al. (2017)</xref> (<sup>S&#x2212;D30</sup>iPSC-CM)</td>
<td align="left">Skin</td>
<td align="left">7.9 (0.2) (&#x2a;)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B12">Garay et al. (2022)</xref> (<sup>S&#x2212;D90</sup>iPSC-CM and <sup>K&#x2212;D90</sup>iPSC-CM)</td>
<td align="left">Skin (dermal fibroblast)/Kidney (HEK293 cell)</td>
<td align="left">4.5 (4)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B21">Lam et al. (2020)</xref>
</td>
<td align="left">Peripheral blood</td>
<td align="left">6 (2) (&#x2a;&#x2a;)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B36">Riedel et al. (2014)</xref>
</td>
<td align="left">Peripheral blood</td>
<td align="left">4.8 (0.6) (&#x2a;&#x2a;&#x2a;)</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B30">Ong et al. (2017)</xref>
</td>
<td align="left">Peripheral blood</td>
<td align="left">4.3 (0.2) (&#x2a;&#x2a;&#x2a;&#x2a;)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B50">Zhao et al. (2017)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B50">Zhao et al. (2017)</xref> <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>.</p>
</fn>
<fn>
<p>(&#x2a;&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B21">Lam et al. (2020)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B21">Lam et al. (2020)</xref> Figure 6.</p>
</fn>
<fn>
<p>(&#x2a;&#x2a;&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B36">Riedel et al. (2014)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B36">Riedel et al. (2014)</xref> <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
</fn>
<fn>
<p>(&#x2a;&#x2a;&#x2a;&#x2a;): The precise numbers in <xref ref-type="bibr" rid="B30">Ong et al. (2017)</xref> are not reported. The table numbers were estimated from <xref ref-type="bibr" rid="B30">Ong et al. (2017)</xref> <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4-4">
<title>Transcriptional heterogeneity among iPSC and iPSC-CM samples</title>
<p>RNA-seq experiments were performed to compare the transcriptional profiles of iPSC and derived cardiomyocytes from this study (<sup>A</sup>iPSC-CM, <sup>V</sup>iPSC-CM) and two works where iPSC were generated and differentiated to cardiomyocytes using skin (<sup>SD30</sup>iPSC-CM, <sup>S&#x2212;D90</sup>iPSC-CM) and kidney fibroblast (<sup>K&#x2212;D90</sup>iPSC-CM) (<xref ref-type="bibr" rid="B50">Zhao et al., 2017</xref>; <xref ref-type="bibr" rid="B12">Garay et al., 2022</xref>). Uniform Manifold Approximation and Projection (UMAP) analysis of the data showed clear separation of cardiomyocytes and their original induced pluripotent stem cells, suggesting that the differentiation process was successful in all cases (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Transcriptional analysis comparing derived cardiomyocytes and iPSC identified 4,970 differentiated expressed genes between both groups (<xref ref-type="fig" rid="F5">Figure 5B</xref>). When focused on this difference, a significant upregulation of genes belonging to the calcium signaling, Actin, Myosin, and Troponin in cardiomyocytes was detected in iPSC-CM. iPSC samples also showed upregulation of genes related to signaling pathways regulating stem cell pluripotency and cell differentiation (<xref ref-type="fig" rid="F5">Figure 5C</xref>). Comparison between <sup>A</sup>iPSC-CM/<sup>V</sup>iPSC-CM (derived from cardiac tissue), <sup>S&#x2212;D30</sup>iPSC-CM/<sup>S&#x2212;D90</sup>iPSC-CM (derived from skin tissue) and <sup>K&#x2212;D90</sup>iPSC-CM (derived from kidney) revealed minor transcriptional differences between cardiomyocytes derived from heart tissue (124 genes differentially expressed) and moderated change when compared to those differentiated from skin or kidney (1,081 differentially expressed genes) (<xref ref-type="fig" rid="F5">Figure 5B</xref>). A clustergram to study the pairwise similarity among the iPSC and iPSC-CM samples demonstrated that while the detected transcriptional changes are mild, these are enough to establish significant differences between heart and non-heart tissue differentiated cardiomyocytes. iPSC and derived cardiomyocytes form two very different clusters. When focusing only on derived cardiomyocytes, clear subclusters can be observed separating cardiac-tissue-derived cardiomyocytes (<sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM) from <sup>S&#x2212;D30</sup>iPSC-CM, <sup>S&#x2212;D90</sup>iPSC-CM and <sup>K&#x2212;D90</sup>iPSC-CM (<xref ref-type="fig" rid="F5">Figure 5D</xref>). Gene ontology analysis of the 1081 DE genes (fold change &#x3e;2 see method section) identified 44 terms, some of them related to heart function (<xref ref-type="sec" rid="s11">Supplementary Table S5</xref>). Further analysis identified 12 genes (AKAP9, BIN1, CACNA1G, CACNB2, CAV1, DSP, GJA5, IRX3, NKX2-5, RANGRF, RYR2 and ISL1) involved in the electrical conduction system of the heart (<xref ref-type="bibr" rid="B51">Zhou et al., 2011</xref>) (<xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>), suggesting that the differential expression of these genes play a key role in explaining the distinct electrophysiological properties detected between cardiac and non-cardiac differentiated cardiomyocytes (<xref ref-type="table" rid="T1">Tables 1</xref>,<xref ref-type="table" rid="T2">2</xref>). Further analysis between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM samples revealed no significant difference in gene expression for atrial (HEY2 and MYL2), ventricular (MYL7 and NPPA), and pacemaker (HCN4, TBX3, and GJC1) cardiomyocyte markers (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Transcriptional analysis of iPSC and iPSC-CM cell lines. <bold>(A)</bold> UMAP plot, where the entire gene expression (35,794 genes) was embedded and reduced to two dimensions. Note the difference in the transcriptional profile between iPSC-CM (grey shade) and iPSC (orange shade). <bold>(B)</bold> Heatmap of differentially expressed genes (<italic>p</italic>-value &#x3c;0.05) when comparing iPSC to iPSC-CM and among iPSC-CM from different origins. While a high number of differentially expressed genes were detected when comparing iPSC and iPSC-CM samples (4,970), a mild number was observed between <sup>A</sup>iPSC-CM/<sup>V</sup>iPSC-CM and other iPSC-CM samples and almost non-significative differences were identified after comparing <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM (124). The colors represent the z-score normalization (gene expression magnitude is ignored). Red color denotes upregulation of transcripts, while blue denotes downregulation of mRNA levels. <bold>(C)</bold> Heatmap of selected gene to show the efficiency of the iPSC-CM differentiation process. Calcium signaling, Actin, Myosin, Troponin, signaling pathway regulating stem cell pluripotency, and cell differentiation gene expression markers are differentially expressed among the iPSC-CM and iPSC cell lines. The colors represent the normalized expression <italic>via</italic> Deseq2 pathway to emphasize the expression magnitude of these genes. <bold>(D)</bold> Clustergram plot including a heatmap of pairwise Euclidian distance among the 24 studied samples and the cluster hierarchy among these. Note the small distance (high similarity) between <sup>A</sup>iPSC-CMs and <sup>V</sup>iPSC-CMs compared to the rest of the iPSC-CMs and iPSC.</p>
</caption>
<graphic xlink:href="fbioe-11-1108340-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>We have shown that when hiPSCs were reprogrammed from cardiac fibroblasts (<sup>hCF</sup>iPSCs), dermal fibroblasts (<sup>hDF</sup>iPSCs), or umbilical cord blood mononuclear cells (<sup>hUCB</sup>iPSCs) and then differentiated into sheets of CMs, spontaneous beating was observed in <inline-formula id="inf4">
<mml:math id="m4">
<mml:mrow>
<mml:mo>&#x2265;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 90% of all <sup>hCF</sup>iPSC-CM batches tested, but fell to as low as 20%-30% of <sup>hDF</sup>iPSCs-CM and <sup>hUCB</sup>iPSCs-CMs (<xref ref-type="bibr" rid="B49">Zhang et al., 2015</xref>). Notably, the fibroblasts used for <sup>hCF</sup>iPSCs generation were obtained from the atrium, and more than 200 genes are differentially expressed between atrial and ventricular fibroblasts (<xref ref-type="bibr" rid="B4">Burstein et al., 2008</xref>). Thus, we investigated whether the transcriptional differences between atrial and ventricular fibroblasts may be accompanied by variations in the differentiation potential of hiPSCs reprogrammed from the two fibroblast subtypes. The results from our studies indicate that <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM can be differentiated into CMs with equal efficiency. Although field potential durations were significantly longer for <sup>V</sup>iPSC-CM than <sup>A</sup>iPSC-CM, measurements of action-potential duration, spike amplitude, conduction velocity, and calcium handling were essentially indistinguishable. Thus, the CM differentiation potential of <sup>A</sup>iPSC and <sup>V</sup>iPSC appears not significantly different.</p>
<p>In this work, our generated iPSC-CM derived from cardiac fibroblast showed higher conduction velocity than previously reported iPSC-CM derived from the skin and peripheral blood tissues<bold>.</bold> However, comparing iPSCs derived from ventricular fibroblasts and atrial fibroblasts from the same donor showed no significant electrophysiological difference between iPSCs derived from ventricular fibroblasts and atrial fibroblasts, except in field potential duration. Also, we evaluated the gene expression of representative markers during cardiomyocyte differentiation and measured the purity of cardiomyocytes; the results demonstrated no significant difference.</p>
<p>This report examined gene expression profile differences among the iPSC-CM cell lines. Overall, the difference between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM is minor compared to the difference between iPSC-CMs derived from different tissues. Regarding the cardiac conduction system, there are 13 DEG genes when comparing iPSC-CMs derived from other tissues; meanwhile, there are only 2 DEGs when comparing <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM. This trend coincides with the conduction velocity comparison reported in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<p>Fibroblasts were the first, (<xref ref-type="bibr" rid="B41">Takahashi and Yamanaka, 2006</xref>), and may still be the most common, somatic cells used to generate iPSCs, but the range of sources has expanded to encompass a wide variety of cell types, including cells from the blood, (<xref ref-type="bibr" rid="B15">Hanna et al., 2008</xref>), liver, and stomach; (<xref ref-type="bibr" rid="B2">Aoi et al., 2008</xref>); neural stem and progenitor cells; (<xref ref-type="bibr" rid="B18">Kim et al., 2008</xref>); keratinocytes; (<xref ref-type="bibr" rid="B1">Aasen et al., 2008</xref>); melanocytes; (<xref ref-type="bibr" rid="B43">Utikal et al., 2009</xref>); and even renal tubular cells obtained from urine (<xref ref-type="bibr" rid="B51">Zhou et al., 2011</xref>). However, the transcriptional heterogeneity of iPSCs generated from different cell types can be remarkably high; for example, more than 1,000 genes were differentially expressed (by &#x3e; 2-fold) between iPSCs that had been reprogrammed from genetically matched mouse tail tip fibroblasts (TTFs) and splenic B cells (sBCs), or from genetically matched bone marrow&#x2013;derived granulocytes (BMGs) and skeletal muscle precursors (SMPs) (<xref ref-type="bibr" rid="B34">Polo et al., 2010</xref>). Furthermore, although SMP-specific (Integrin B1) and BMG-specific (Lysozyme and Gr-1) marker expression were lower in SMP- and BMG-derived iPSCs, respectively, than in the corresponding lineages of somatic cells, SMP markers were more highly expressed in SMP-iPSCs than in BMG-iPSCs, BMG markers were more highly expressed in BMG-iPSCs than in SMP-iPSCs, and these differences in lineage-specific marker expression were accompanied by consistent changes in the presence of activating and suppressing acetylation and methylation markers in the genes&#x2019; promoters.</p>
<p>Ample evidence suggests that epigenetic differences can impact both the efficiency of the differentiation procedure and the function of iPSC-derived cells (<xref ref-type="bibr" rid="B19">Kim et al., 2010</xref>; <xref ref-type="bibr" rid="B34">Polo et al., 2010</xref>; <xref ref-type="bibr" rid="B20">Kim et al., 2011</xref>). When iPSCs were reprogrammed from cardiac progenitor cells (CPC-iPSCs) or dermal fibroblasts (DF-iPSCs) and then differentiated into CMs, cTnT was more commonly expressed by CPC-iPSC-CMs, and spontaneous beating was observed in a more significant proportion of embryoid bodies composed of CPC-iPSC-CMs than in DF-iPSC-CM embryoid bodies; (<xref ref-type="bibr" rid="B38">Sanchez-Freire et al., 2014</xref>); beating cells also appeared at an earlier timepoint during the differentiation of CPC-iPSC-CMs, and the CPC-iPSC-CMs were more electrophysiologically mature than DF-iPSC-CMs. (<xref ref-type="bibr" rid="B33">Pianezzi et al., 2020</xref>). Notably, when iPSCs that had been reprogrammed from fetal neural stem cells (fNSCs) or dermal fibroblasts were differentiated into neural progenitor cells (NPCs), and equal numbers of each iPSC-NPC population were mixed and injected into rodent brains, the engrafted iPSC-NPC population contained a more significant proportion of fNSC-iPSC-NPCs than DF-iPSC-NPCs ten weeks later, (<xref ref-type="bibr" rid="B16">Hargus et al., 2014</xref>), which suggests that the epigenetic memory of iPSCs may also have a role in engraftment. However, differences in CPC-iPSC- and DF-iPSC-CM yield were observed for iPSCs that had been passaged up to 30, but not &#x3e;40 times before differentiation was initiated; (<xref ref-type="bibr" rid="B38">Sanchez-Freire et al., 2014</xref>); thus, epigenetic variations between iPSCs derived from different somatic-cell lineages may decline as the iPSCs undergo repeated mitotic events over an extended period. Also, our results do not contradict epigenetics memory heterogeneity in iPSC-CM. Instead, the results suggest that the epigenetics difference becomes so minor when iPSC-CM were generated from the fibroblast of the same tissue (cardiac) that the electrophysiological difference is negligible.</p>
<p>Overall, the effects of how &#x201c;epigenetic memory&#x201d; determines functional characteristics of iPSC-CMs depend on the similarity of the source of origin. Thus, while the epigenetic memory promotes important differences in the differentiation efficiency and function of iPSCs reprogrammed from cardiac and non-cardiac origins (<xref ref-type="bibr" rid="B19">Kim et al., 2010</xref>; <xref ref-type="bibr" rid="B38">Sanchez-Freire et al., 2014</xref>), this effect is weakened when iPSCs were derived from different sublocations of the same tissue (atrial and ventricular fibroblasts). Together these data suggest that epigenetic memory is a process that promotes major phenotypical differences as more divergent is the origin of the iPSCs.</p>
<p>The results presented in this report indicated that <sup>A</sup>iPSC and <sup>V</sup>iPSC can be differentiated into CMs with equal efficiency and that the electrophysiological properties and calcium handling activity of <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM are broadly similar. Thus, both <sup>A</sup>iPSC and <sup>V</sup>iPSC are suitable sources of hiPSC-CMs for investigations of regenerative cardiac therapy and other applications. Our data also demonstrate that iPSC-CMs generated from heart tissue develop better electrophysiological features than those obtained from skin or kidney tissue, suggesting that imprinting mechanisms established in the tissue of origin are retained during the reprogramming process and participate in mediating the expression profile of the newly differentiated cardiomyocytes. Despite the extended use and efficiency of the differentiation protocol used in this work (<xref ref-type="bibr" rid="B24">Lian et al., 2012</xref>), the fact that it generates a mixed population of cardiomyocytes may be considered a limitation of our work. Thus, it would be very interesting to compare our data with those obtained using a chamber-specific cardiomyocyte differentiation protocol in the future.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available. The data presented in this study are deposited in the Gene Expression Omnibus (GEO) repository, accession number GSE221268. The article also partially reused the publicly available data from GEO database accession numbers GSE187308 and GSE94267.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Institutional Review Board (IRB) for Human Use at the University of Alabama, Birmingham. Written informed consent to participate in this study was provided by the participants&#x27; legal guardian/next of kin. The animal study was reviewed and approved by The Institutional Animal Care and Use Committee of the University of Alabama at Birmingham. Written informed consent was obtained from the individual(s), and minor(s)&#x27; legal guardian/next of kin, for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>LW, YZ, and JZ designed the project. LW conducted all the experiments. LW, TN, and MRG analyzed data. LW and JZ wrote the manuscript. LW, TN, MRG, YZ, DC, and JZ revised the manuscript. JZ supervised the whole project. All the authors approved the submission and publication of the manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>The following funding sources partly supported this work: NIH RO1s, HL114120, HL 131017, HL 149137, NIH UO1 HL134764, NIH P01 HL160476-01, and AHA 20PRE35210006.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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="s12">
<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.2023.1108340/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2023.1108340/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material>
<label>Supplementary Figure S1</label>
<caption>
<p>Characterization of <sup>A</sup>iPSC. <bold>(A)</bold> Cardiac tissue was obtained from the atrium and ventricle of a male newborn infant patient who underwent open-chest surgery for d-TGA and cultured to induce fibroblast outgrowth. <bold>(B)</bold> Isolated fibroblasts (bar&#x3d;100&#xa0;&#x3bc;m) were <bold>(C)</bold> evaluated for expression of the fibroblast-specific markers vimentin (VMT) and TE-7 <italic>via</italic> immunofluorescence staining (bar&#x3d;20&#xa0;&#x3bc;m) and then reprogrammed <bold>(D)</bold> into <sup>A</sup>iPSC and <sup>V</sup>iPSC <italic>via</italic> transfection with Sendai virus coding for OCT4, SOX2, KLF4, and C-MYC (bar&#x3d;100&#xa0;&#x3bc;m). <bold>(E)</bold> Three weeks after transduction, putative hiPSCs were identified <italic>via</italic> live immunofluorescent staining for CD44 and the pluripotency marker Tra1-60 (bar&#x3d;200&#xa0;&#x3bc;m) and <bold>(F)</bold> imaged for morphological assessments (bar&#x3d;100&#xa0;&#x3bc;m). Representative images of cultured atrial tissue (Panel A), atrial fibroblasts (B&#x2013;C), and <sup>A</sup>iPSC (D-F) are displayed. <bold>(G)</bold> Expression of the pluripotency markers OCT4, Nanog, SSEA4, and Sox2 was evaluated <italic>via</italic> immunofluorescence staining in <sup>A</sup>iPSC and <sup>V</sup>iPSC. Nuclei were counterstained with DAPI (representative images of <sup>V</sup>iPSC; bar&#x3d;100&#xa0;&#x3bc;m.) <bold>(H)</bold> <sup>A</sup>iPSC and <sup>V</sup>iPSC were subcutaneously transplanted into immunodeficient mice and grew to form teratomas over the ensuing 8&#xa0;weeks; then, the teratoma was excised, sectioned, stained with hematoxylin and eosin, and examined for the presence of all three developmental germ layers: ectoderm (i.e., neural epithelium), mesoderm (i.e., striated muscle), and endoderm (i.e., gut-like epithelium) (representative images for <sup>A</sup>iPSC teratomas; bar&#x3d;100&#xa0;&#x3bc;m). <bold>(I)</bold> Representative figures for purity of <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM <italic>via</italic> flow cytometry analysis of cTnT-expression cell on B-Day 12.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>Supplementary Figure S2</label>
<caption>
<p>The enriched gene ontologies and KEGG pathways queried from the list of DEGs in: <bold>(A)</bold> comparison between cardiac-tissue-derived iPSC-CM (<sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM) and skin-tissue-derived iPSC-CM (<sup>S-D30</sup>iPSC-CM and <sup>S-D90</sup>iPSC-CM); <bold>(B)</bold> comparison between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM. The DEG was input into <ext-link ext-link-type="uri" xlink:href="https://david.ncifcrf.gov">https://david.ncifcrf.gov</ext-link>, resulting in a list of enriched ontologies, pathways, and enrichment p-values. The enrichment score was calculated by taking the negative base10-logarithm of the enrichment p-value.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>Supplementary Figure S3</label>
<caption>
<p>The cardiac conduction DEGs gene expression among different iPSC-CM samples. This include AKAP9, BIN1, CACNA1G, CACNB2, CAV1, DSP, GJA5, IRX3, NKX2-5, RANGRF, RYR2, and ISL1.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>Supplementary Figure S4</label>
<caption>
<p>No significant difference in gene expression was observed between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM samples for atrial, ventricular, pacemaker cardiomyocyte marker. <bold>(A)</bold> Atrium cardiomyocyte markers, including HEY2 and MYL2, expression between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM samples. <bold>(B)</bold> Ventricular cardiomyocyte markers, including MYL7 and NPPA, expression between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM samples. <bold>(C)</bold> Pacemaker cardiomyocyte markers, including HCN4, TBX3, and GJC1, expression between <sup>A</sup>iPSC-CM and <sup>V</sup>iPSC-CM samples.</p>
</caption>
</supplementary-material>
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<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aasen</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Raya</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Barrero</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Garreta</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Consiglio</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gonzalez</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Efficient and rapid generation of induced pluripotent stem cells from human keratinocytes</article-title>. <source>Nat. Biotechnol.</source> <volume>26</volume>, <fpage>1276</fpage>&#x2013;<lpage>1284</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.1503</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aoi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Yae</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Nakagawa</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ichisaka</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Okita</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Takahashi</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Generation of pluripotent stem cells from adult mouse liver and stomach cells</article-title>. <source>Science</source> <volume>321</volume>, <fpage>699</fpage>&#x2013;<lpage>702</lpage>. <pub-id pub-id-type="doi">10.1126/science.1154884</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bian</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>miR-199a overexpression enhances the potency of human induced-pluripotent stem-cell-derived cardiomyocytes for myocardial repair</article-title>. <source>Front. Pharmacol.</source> <volume>12</volume>, <fpage>673621</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2021.673621</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burstein</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Libby</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Calderone</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nattel</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Differential behaviors of atrial versus ventricular fibroblasts: A potential role for platelet-derived growth factor in atrial-ventricular remodeling differences</article-title>. <source>Circulation</source> <volume>117</volume>, <fpage>1630</fpage>&#x2013;<lpage>1641</lpage>. <pub-id pub-id-type="doi">10.1161/circulationaha.107.748053</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Harnessing cell pluripotency for cardiovascular regenerative medicine</article-title>. <source>Nat. Biomed. Eng.</source> <volume>2</volume>, <fpage>392</fpage>&#x2013;<lpage>398</lpage>. <pub-id pub-id-type="doi">10.1038/s41551-018-0244-8</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="web">
<collab>Clustergram</collab> (<year>2021</year>). <source>Natick</source>. <publisher-loc>Massachusetts</publisher-loc>: <publisher-name>MathWorks, Inc</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.mathworks.com/help/bioinfo/ref/clustergram.html">https://www.mathworks.com/help/bioinfo/ref/clustergram.html</ext-link>
</comment>.</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dobin</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Davis</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Schlesinger</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Drenkow</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zaleski</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Jha</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Star: Ultrafast universal RNA-seq aligner</article-title>. <source>Bioinformatics</source> <volume>29</volume>, <fpage>15</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/bts635</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ebert</surname>
<given-names>A. D.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Rose</surname>
<given-names>F. F.</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Mattis</surname>
<given-names>V. B.</given-names>
</name>
<name>
<surname>Lorson</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Thomson</surname>
<given-names>J. A.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>Induced pluripotent stem cells from a spinal muscular atrophy patient</article-title>. <source>Nature</source> <volume>457</volume>, <fpage>277</fpage>&#x2013;<lpage>280</lpage>. <pub-id pub-id-type="doi">10.1038/nature07677</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Frank</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2016</year>). <source>Hierarchical clustering introduction to HPC with MPI for data science</source>. <publisher-name>Springer</publisher-name>, <fpage>195</fpage>&#x2013;<lpage>211</lpage>.</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Krishnamurthy</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Walcott</surname>
<given-names>G. P.</given-names>
</name>
<name>
<surname>Menasch&#xe9;</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Exosomes secreted by hiPSC-derived cardiac cells improve recovery from myocardial infarction in swine</article-title>. <source>Sci. Transl. Med.</source> <volume>12</volume>, <fpage>eaay1318</fpage>. <pub-id pub-id-type="doi">10.1126/scitranslmed.aay1318</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Geng</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Gourley</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Relationship between the efficacy of cardiac cell therapy and the inhibition of differentiation of human iPSC-derived nonmyocyte cardiac cells into myofibroblast-like cells</article-title>. <source>Circulation Res.</source> <volume>123</volume>, <fpage>1313</fpage>&#x2013;<lpage>1325</lpage>. <pub-id pub-id-type="doi">10.1161/circresaha.118.313094</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garay</surname>
<given-names>B. I.</given-names>
</name>
<name>
<surname>Givens</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Abreu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Y&#xfc;cel</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Baik</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Dual inhibition of MAPK and PI3K/AKT pathways enhances maturation of human iPSC-derived cardiomyocytes</article-title>. <source>Stem Cell Rep.</source> <volume>17</volume>, <fpage>2005</fpage>&#x2013;<lpage>2022</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2022.07.003</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grossmann</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yde Ohki</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>D&#xf6;ring</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Hoffmann</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Herms</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Werling</surname>
<given-names>A. M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Generation of integration-free induced pluripotent stem cell lines from four pediatric ADHD patients</article-title>. <source>Stem Cell Res.</source> <volume>53</volume>, <fpage>102268</fpage>. <pub-id pub-id-type="doi">10.1016/j.scr.2021.102268</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Gong</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Patient-specific and gene-corrected induced pluripotent stem cell-derived cardiomyocytes elucidate single-cell phenotype of short QT syndrome</article-title>. <source>Circ. Res.</source> <volume>124</volume>, <fpage>66</fpage>&#x2013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1161/circresaha.118.313518</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanna</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Markoulaki</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Schorderet</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Carey</surname>
<given-names>B. W.</given-names>
</name>
<name>
<surname>Beard</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wernig</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Direct reprogramming of terminally differentiated mature B lymphocytes to pluripotency</article-title>. <source>Cell</source> <volume>133</volume>, <fpage>365</fpage>&#x2013;<lpage>464</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2008.07.013</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hargus</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Ehrlich</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ara&#xfa;zo-Bravo</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Hemmer</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hallmann</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Reinhardt</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Origin-dependent neural cell identities in differentiated human iPSCs <italic>in vitro</italic> and after transplantation into the mouse brain</article-title>. <source>Cell Rep.</source> <volume>8</volume>, <fpage>1697</fpage>&#x2013;<lpage>1703</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2014.08.014</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Sherman</surname>
<given-names>B. T.</given-names>
</name>
<name>
<surname>Lempicki</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources</article-title>. <source>Nat. Protoc.</source> <volume>4</volume>, <fpage>44</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2008.211</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Zaehres</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Gentile</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ko</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sebastiano</surname>
<given-names>V.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Pluripotent stem cells induced from adult neural stem cells by reprogramming with two factors</article-title>. <source>Nature</source> <volume>454</volume>, <fpage>646</fpage>&#x2013;<lpage>650</lpage>. <pub-id pub-id-type="doi">10.1038/nature07061</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Doi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wen</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Cahan</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Epigenetic memory in induced pluripotent stem cells</article-title>. <source>Nature</source> <volume>467</volume>, <fpage>285</fpage>&#x2013;<lpage>290</lpage>. <pub-id pub-id-type="doi">10.1038/nature09342</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Doi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Unternaehrer</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cahan</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Donor cell type can influence the epigenome and differentiation potential of human induced pluripotent stem cells</article-title>. <source>Nat. Biotechnol.</source> <volume>29</volume>, <fpage>1117</fpage>&#x2013;<lpage>1119</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.2052</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lam</surname>
<given-names>Y. Y.</given-names>
</name>
<name>
<surname>Keung</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Geng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Breni&#xe8;re-Letuffe</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Single-cell transcriptomics of engineered cardiac tissues from patient-specific induced pluripotent stem cell-derived cardiomyocytes reveals abnormal developmental trajectory and intrinsic contractile defects in hypoplastic right heart syndrome</article-title>. <source>J. Am. Heart Assoc.</source> <volume>9</volume>, <fpage>e016528</fpage>. <pub-id pub-id-type="doi">10.1161/jaha.120.016528</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>El-Battrawy</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lang</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Ionic mechanisms of disopyramide prolonging action potential duration in human-induced pluripotent stem cell-derived cardiomyocytes from a patient with short QT syndrome type 1</article-title>. <source>Front. Pharmacol.</source> <volume>11</volume>, <fpage>554422</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2020.554422</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Leland McInnes</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>James</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2018</year>). <source>Umap: Uniform manifold approximation and projection for dimension reduction</source>. <comment>arXiv preprint arXiv:180203426</comment>.</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Hsiao</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hazeltine</surname>
<given-names>L. B.</given-names>
</name>
<name>
<surname>Azarin</surname>
<given-names>S. M.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Robust cardiomyocyte differentiation from human pluripotent stem cells <italic>via</italic> temporal modulation of canonical Wnt signaling</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>109</volume>, <fpage>E1848</fpage>&#x2013;<lpage>E1857</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1200250109</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Azarin</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hazeltine</surname>
<given-names>L. B.</given-names>
</name>
<name>
<surname>Bao</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Directed cardiomyocyte differentiation from human pluripotent stem cells by modulating Wnt/&#x3b2;-catenin signaling under fully defined conditions</article-title>. <source>Nat. Protoc.</source> <volume>8</volume>, <fpage>162</fpage>&#x2013;<lpage>175</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2012.150</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Love</surname>
<given-names>M. I.</given-names>
</name>
<name>
<surname>Huber</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Anders</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2</article-title>. <source>Genome Biol.</source> <volume>15</volume>, <fpage>550</fpage>. <pub-id pub-id-type="doi">10.1186/s13059-014-0550-8</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meraviglia</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Wen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Piacentini</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Campostrini</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Florio</surname>
<given-names>M. C.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Higher cardiogenic potential of iPSCs derived from cardiac versus skin stromal cells</article-title>. <source>Front. Biosci. (Landmark Ed.</source> <volume>21</volume>, <fpage>719</fpage>&#x2013;<lpage>743</lpage>. <pub-id pub-id-type="doi">10.2741/4417</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nelakanti</surname>
<given-names>R. V.</given-names>
</name>
<name>
<surname>Kooreman</surname>
<given-names>N. G.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Teratoma formation: A tool for monitoring pluripotency in stem cell research</article-title>. <source>Curr. Protoc. Stem Cell Biol.</source> <volume>32</volume>, <fpage>4a.8.1</fpage>&#x2013;<lpage>4A</lpage>. <pub-id pub-id-type="doi">10.1002/9780470151808.sc04a08s32</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nurk</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Koren</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rhie</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rautiainen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bzikadze</surname>
<given-names>A. V.</given-names>
</name>
<name>
<surname>Mikheenko</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>The complete sequence of a human genome</article-title>. <source>Science</source> <volume>376</volume>, <fpage>44</fpage>&#x2013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1126/science.abj6987</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ong</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Fukunishi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>C. Y.</given-names>
</name>
<name>
<surname>Nashed</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Blazeski</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Biomaterial-Free three-dimensional bioprinting of cardiac tissue using human induced pluripotent stem cell derived cardiomyocytes</article-title>. <source>Sci. Rep.</source> <volume>7</volume>, <fpage>4566</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-017-05018-4</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>I-H.</given-names>
</name>
<name>
<surname>Lerou</surname>
<given-names>P. H.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Huo</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Daley</surname>
<given-names>G. Q.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Generation of human-induced pluripotent stem cells</article-title>. <source>Nat. Protoc.</source> <volume>3</volume>, <fpage>1180</fpage>&#x2013;<lpage>1186</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2008.92</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>I. H.</given-names>
</name>
<name>
<surname>Arora</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Huo</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Maherali</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Ahfeldt</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Shimamura</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Disease-specific induced pluripotent stem cells</article-title>. <source>Cell</source> <volume>134</volume>, <fpage>877</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2008.07.041</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pianezzi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Altomare</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bolis</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Balbi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Torre</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Rinaldi</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Role of somatic cell sources in the maturation degree of human induced pluripotent stem cell-derived cardiomyocytes</article-title>. <source>Biochim. Biophys. Acta Mol. Cell Res.</source> <volume>1867</volume>, <fpage>118538</fpage>. <pub-id pub-id-type="doi">10.1016/j.bbamcr.2019.118538</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Polo</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Figueroa</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Kulalert</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Eminli</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>K. Y.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Cell type of origin influences the molecular and functional properties of mouse induced pluripotent stem cells</article-title>. <source>Nat. Biotechnol.</source> <volume>28</volume>, <fpage>848</fpage>&#x2013;<lpage>855</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.1667</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poulin</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Mercier</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Djemai</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Pouliot</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Deschenes</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Boutjdir</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>iPSC-derived cardiomyocytes from patients with myotonic dystrophy type 1 have abnormal ion channel functions and slower conduction velocities</article-title>. <source>Sci. Rep.</source> <volume>11</volume>, <fpage>2500</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-021-82007-8</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riedel</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Jou Chuanchau</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lux Robert</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Moreno Alonso</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Spitzer Kenneth</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Functional and pharmacological analysis of cardiomyocytes differentiated from human peripheral blood mononuclear-derived pluripotent stem cells</article-title>. <source>Stem Cell Rep.</source> <volume>3</volume>, <fpage>131</fpage>&#x2013;<lpage>141</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2014.04.017</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rizzi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Di Pasquale</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Portararo</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Papait</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Cattaneo</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Latronico</surname>
<given-names>M. V.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Post-natal cardiomyocytes can generate iPS cells with an enhanced capacity toward cardiomyogenic re-differentation</article-title>. <source>Cell Death Differ.</source> <volume>19</volume>, <fpage>1162</fpage>&#x2013;<lpage>1174</lpage>. <pub-id pub-id-type="doi">10.1038/cdd.2011.205</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanchez-Freire</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Abilez</surname>
<given-names>O. J.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lan</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Effect of human donor cell source on differentiation and function of cardiac induced pluripotent stem cells</article-title>. <source>J. Am. Coll. Cardiol.</source> <volume>64</volume>, <fpage>436</fpage>&#x2013;<lpage>448</lpage>. <pub-id pub-id-type="doi">10.1016/j.jacc.2014.04.056</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soldner</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Hockemeyer</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Beard</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Bell</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Cook</surname>
<given-names>E. G.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>Parkinson&#x27;s disease patient-derived induced pluripotent stem cells free of viral reprogramming factors</article-title>. <source>Cell</source> <volume>136</volume>, <fpage>964</fpage>&#x2013;<lpage>977</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2009.02.013</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stadtfeld</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Brennand</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hochedlinger</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Reprogramming of pancreatic beta cells into induced pluripotent stem cells</article-title>. <source>Curr. Biol.</source> <volume>18</volume>, <fpage>890</fpage>&#x2013;<lpage>894</lpage>. <pub-id pub-id-type="doi">10.1016/j.cub.2008.05.010</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Takahashi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yamanaka</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factors</article-title>. <source>Cell</source> <volume>126</volume>, <fpage>663</fpage>&#x2013;<lpage>676</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2006.07.024</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Uniform</surname>
<given-names>S. M.</given-names>
</name>
</person-group> (<year>2021</year>). <source>Manifold approximation and projection</source>. <publisher-name>UMAP</publisher-name>.</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Utikal</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Maherali</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kulalert</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Hochedlinger</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Sox2 is dispensable for the reprogramming of melanocytes and melanoma cells into induced pluripotent stem cells</article-title>. <source>J. Cell Sci.</source> <volume>122</volume>, <fpage>3502</fpage>&#x2013;<lpage>3510</lpage>. <pub-id pub-id-type="doi">10.1242/jcs.054783</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>
<italic>In vitro</italic> drug screening using iPSC-derived cardiomyocytes of a long QT-syndrome patient carrying KCNQ1 &#x26; TRPM4 dual mutation: An experimental personalized treatment</article-title>. <source>Cells</source> <volume>11</volume>, <fpage>2495</fpage>. <pub-id pub-id-type="doi">10.3390/cells11162495</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Serpooshan</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Engineering human cardiac muscle patch constructs for prevention of post-infarction LV remodeling</article-title>. <source>Front. Cardiovasc. Med.</source> <volume>8</volume>, <fpage>621781</fpage>. <pub-id pub-id-type="doi">10.3389/fcvm.2021.621781</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Layer-by-layer fabrication of thicker and larger human cardiac muscle patches for cardiac repair in mice</article-title>. <source>Front. Cardiovasc. Med.</source> <volume>8</volume>, <fpage>800667</fpage>. <pub-id pub-id-type="doi">10.3389/fcvm.2021.800667</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wickramasinghe</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Sachs</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Shewale</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Gonzalez</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Dhanan-Krishnan</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Torre</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>PPARdelta activation induces metabolic and contractile maturation of human pluripotent stem cell-derived cardiomyocytes</article-title>. <source>Cell Stem Cell</source> <volume>29</volume>, <fpage>559</fpage>&#x2013;<lpage>576.e7</lpage>. <pub-id pub-id-type="doi">10.1016/j.stem.2022.02.011</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Radisic</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Vunjak-Novakovic</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Can we engineer a human cardiac patch for therapy?</article-title> <source>Circulation Res.</source> <volume>123</volume>, <fpage>244</fpage>&#x2013;<lpage>265</lpage>. <pub-id pub-id-type="doi">10.1161/circresaha.118.311213</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Xia</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Derivation and high engraftment of patient-specific cardiomyocyte sheet using induced pluripotent stem cells generated from adult cardiac fibroblast</article-title>. <source>Circ. Heart Fail.</source> <volume>8</volume>, <fpage>156</fpage>&#x2013;<lpage>166</lpage>. <pub-id pub-id-type="doi">10.1161/circheartfailure.114.001317</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Shao</surname>
<given-names>N. Y.</given-names>
</name>
<name>
<surname>Sayed</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Wo</surname>
<given-names>H. T.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Molecular and functional resemblance of differentiated cells derived from isogenic human iPSCs and SCNT-derived ESCs</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>114</volume>, <fpage>E11111</fpage>&#x2013;<lpage>e11120</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1708991114</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Benda</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Duzinger</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Generation of induced pluripotent stem cells from urine</article-title>. <source>J. Am. Soc. Nephrol.</source> <volume>22</volume>, <fpage>1221</fpage>&#x2013;<lpage>1228</lpage>. <pub-id pub-id-type="doi">10.1681/asn.2011010106</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>