<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
<issn pub-type="epub">2296-634X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcell.2021.644667</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cell and Developmental Biology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Activation of AMPK Promotes Maturation of Cardiomyocytes Derived From Human Induced Pluripotent Stem Cells</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ye</surname> <given-names>Liang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1134555/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Xinyuan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/511850/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhou</surname> <given-names>Qin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Tan</surname> <given-names>Bin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Hao</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yi</surname> <given-names>Qin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yan</surname> <given-names>Liang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xie</surname> <given-names>Min</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Tian</surname> <given-names>Jie</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/626400/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhu</surname> <given-names>Jing</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Pediatric Research Institute, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health and Disorders (Chongqing), China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children&#x2019;s Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Chongqing Key Laboratory of Pediatrics</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Cardiovascular (Internal Medicine), Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health and Disorders (Chongqing), China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children&#x2019;s Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Clinical Laboratory, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health and Disorders (Chongqing), China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children&#x2019;s Hospital of Chongqing Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Wei Jiang, Wuhan University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Lei Ye, National Heart Centre Singapore, Singapore; Zeljko Josip Bosnjak, Medical College of Wisconsin, United States; Donghui Zhang, Hubei University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Jing Zhu, <email>jingzhu@cqmu.edu.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Stem Cell Research, a section of the journal Frontiers in Cell and Developmental Biology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>03</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>644667</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>12</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>02</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Ye, Zhang, Zhou, Tan, Xu, Yi, Yan, Xie, Zhang, Tian and Zhu.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Ye, Zhang, Zhou, Tan, Xu, Yi, Yan, Xie, Zhang, Tian and Zhu</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>Human induced pluripotent stem cell (iPSC)-derived cardiomyocytes (CMs) (hiPSC-CMs) are a promising cell source for disease modeling, myocardial regeneration, and drug assessment. However, hiPSC-CMs have certain immature fetal CM-like properties that are different from the characteristics of adult CMs in several aspects, including cellular structure, mitochondrial function, and metabolism, thus limiting their applications. Adenosine 5&#x2018;-monophosphate (AMP)-activated protein kinase (AMPK) is an energy-sensing protein kinase involved in the regulation of fatty acid oxidation and mitochondrial biogenesis in cardiomyocytes. This study investigated the effects of AMPK on the maturation of hiPSC-CMs. Activation of AMPK in hiPSC-CMs significantly increased the expression of CM-specific markers and resulted in a more mature myocardial structure compared to that in the control cells. We found that activation of AMPK improved mitochondrial oxidative phosphorylation (OxPhos) and the oxygen consumption rate (OCR). Additionally, our data demonstrated that activation of AMPK increased mitochondrial fusion to promote the maturation of mitochondrial structure and function. Overall, activation of AMPK is an effective approach to promote hiPSC-CMs maturation, which may enhance the utility of hiPSC-CMs in clinical applications.</p>
</abstract>
<kwd-group>
<kwd>hiPSCs</kwd>
<kwd>hiPSC-CMs</kwd>
<kwd>AMPK</kwd>
<kwd>mitochondrial</kwd>
<kwd>cardiomyocyte maturation</kwd>
</kwd-group>
<contract-num rid="cn001">81670270</contract-num>
<contract-num rid="cn001">81700250</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="15"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Cardiovascular disease (CVD) is the leading cause of human mortality worldwide, and 42% of deaths are caused by myocardial infarction and subsequent cardiac failure (<xref ref-type="bibr" rid="B48">Writing Group et al., 2016</xref>). However, current treatment strategies, including drug therapy and surgical interventions, cannot rescue necrotic cardiomyocytes, which lead to alterations in the size, shape, structure and function of the heart (<xref ref-type="bibr" rid="B19">Ibanez et al., 2018</xref>). Recent breakthroughs in the basic research and clinical application demonstrated the use of stem cells for the treatment of CVD (<xref ref-type="bibr" rid="B33">Nguyen et al., 2016</xref>; <xref ref-type="bibr" rid="B55">Yu et al., 2017</xref>). The development of induced pluripotent stem cells (iPSCs) provided possibilities to explore the mechanism. iPSCs are reprogrammed cells with features similar to the characteristics of embryonic stem cells, such as the capacity for self-renewal and differentiation into many cell types, including cardiomyocytes. And iPSCs include convenient sources, lack of immunological rejection, and compliance with ethical issues (<xref ref-type="bibr" rid="B11">Gnecchi et al., 2017</xref>; <xref ref-type="bibr" rid="B54">Yoshida and Yamanaka, 2017</xref>). Cardiomyocytes differentiated from human iPSCs (hiPSC-CMs) are promising tools for the development of drug screening, tissue engineering, and cardiac disease modeling platforms (<xref ref-type="bibr" rid="B13">Guan et al., 2014</xref>; <xref ref-type="bibr" rid="B31">Mummery, 2018</xref>). Although hiPSC-CMs share a variety of signature markers with endogenous cardiomyocytes, the degree of similarity of metabolic characteristics to those of mature mammalian cardiomyocytes is unknown. Various strategies can be used to successfully purify <italic>in vitro</italic> differentiated hiPSC-CMs; however, the cells have important differences from authentic adult human cardiomyocytes (<xref ref-type="bibr" rid="B40">Robertson et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Musunuru et al., 2018</xref>). Adult cardiomyocytes are long and cylindrical, differentiated cells are more rounded and substantially shorter (<xref ref-type="bibr" rid="B45">Snir et al., 2003</xref>; <xref ref-type="bibr" rid="B32">Musunuru et al., 2018</xref>). Metabolism of hiPSC-CMs is characterized by fewer mitochondria and immature mitochondrial structures; thus, hiPSC-CMs largely depend on glycolysis rather than on &#x03B2;-oxidation of fatty acids for energy (<xref ref-type="bibr" rid="B14">Hattori et al., 2010</xref>; <xref ref-type="bibr" rid="B24">Kim et al., 2013</xref>). The gene expression profile of differentiated cells is quite distinct from that of adult cardiomyocytes with regard to calcium signaling and cardiac ion channel genes (<xref ref-type="bibr" rid="B50">Xu et al., 2009</xref>).</p>
<p>After somatic cells are reprogrammed into induced pluripotent stem cells, the cells need to improve glycolytic efficiency to maintain the pluripotent state. Therefore, glycolysis is increased, and aerobic respiration is decreased. This change in the metabolic mode is called &#x201C;metabolic transformation&#x201D; (<xref ref-type="bibr" rid="B5">Cliff and Dalton, 2017</xref>). On the other hand, some studies have shown that stem cells mainly provide energy through aerobic glycolysis to maintain stemness, and when stem cells undergo induction and differentiation into tissue-specific cells, the energy supply mode changes to oxidative phosphorylation (OxPhos) (<xref ref-type="bibr" rid="B44">Shum et al., 2016</xref>). hiPSCs express high levels of enzymes regulating glycolysis and have low activity of pyruvate dehydrogenase, which makes them produce ATP mainly through glycolysis to provide energy, while expression of the genes of enzymes related to the glycolysis pathway is downregulated in differentiated cells, and energy metabolism changes from glycolysis to OxPhos (<xref ref-type="bibr" rid="B37">Prigione et al., 2010</xref>; <xref ref-type="bibr" rid="B47">Varum et al., 2011</xref>; <xref ref-type="bibr" rid="B56">Zhang et al., 2016</xref>). hiPSCs do not rely on OxPhos to produce ATP and use aerobic glycolysis (<xref ref-type="bibr" rid="B47">Varum et al., 2011</xref>). When hiPSCs exit pluripotency, they undergo metabolic remodeling so that energy production is converted to a mechanism that heavily relies on OxPhos and less on glycolysis (<xref ref-type="bibr" rid="B30">Moussaieff et al., 2015</xref>). The results of an <italic>in vitro</italic> tracer uptake study indicated a shift in the use of metabolic substrate from glucose to fatty acids after cardiac differentiation, which was similar to that observed in naturally isolated human cardiomyocytes (<xref ref-type="bibr" rid="B34">Nose et al., 2018</xref>).</p>
<p>The metabolic activities of cardiomyocytes are quite complex. Under normal physiological conditions, various metabolic pathways are regulated to coordinate with each other to meet the energy demand of tissues and maintain the stability of the internal environment. This control can be achieved by regulation of the activity of enzymes, especially rate-limiting enzymes in metabolic pathways (<xref ref-type="bibr" rid="B25">Kolwicz et al., 2013</xref>). Adenosine monophosphate-activated protein kinase (AMPK) is an energy-sensing protein kinase that plays the key role in the regulation of cell energy metabolism (<xref ref-type="bibr" rid="B15">Herzig and Shaw, 2018</xref>). AMPK is an important regulator of cardiomyocyte energy homeostasis and is mainly used as a metabolic sensor to coordinate anabolic and catabolic activities in the cell by phosphorylation of various proteins involved in the metabolic pathways (<xref ref-type="bibr" rid="B22">Ke et al., 2018</xref>). In addition to the direct role of AMPK in the regulation of cardiomyocyte metabolism, AMPK can also directly or indirectly influence other cellular processes, such as the regulation of mitochondrial function, posttranslational acetylation, autophagy, mitochondrial autophagy, endoplasmic reticulum stress, and apoptosis (<xref ref-type="bibr" rid="B3">Arad et al., 2007</xref>; <xref ref-type="bibr" rid="B27">Lin and Hardie, 2018</xref>). Therefore, AMPK is involved in the control of various cellular processes that can influence the health and survival of cardiomyocytes. Studies have reported that the activation of AMPK increases fatty acid uptake and inhibits fatty acid synthesis by promoting fatty acid transport proteins in the cell membrane and increasing fatty acid &#x03B2;-oxidation (<xref ref-type="bibr" rid="B3">Arad et al., 2007</xref>). Sustained AMPK activation led to increased glucose and fatty acid uptake and an increase in the mRNA and protein expression of GLUT4 and CD36 concomitant to an increased in oxygen consumption rate (OCR) (<xref ref-type="bibr" rid="B42">Sarikhani et al., 2020</xref>). Previous studies demonstrated that fatty acid treatment of hPSC-CMs induced phosphorylation of AMPK, which ultimately increased cardiomyocyte maturation (<xref ref-type="bibr" rid="B18">Horikoshi et al., 2019</xref>; <xref ref-type="bibr" rid="B52">Yang et al., 2019</xref>). Therefore, regulation of AMPK to promote metabolic maturation is expected to promote the maturation of hiPSC-CMs.</p>
<p>In this study, we validated the hypothesis that AMPK promotes the metabolic maturation of hiPSC-CMs. In addition, we assessed whether the changes in AMPK activation influence cardiomyocyte mitochondrial function.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Human iPSC Culture and Cardiomyocyte Differentiation</title>
<p>Undifferentiated hiPSCs used in this study were obtained from Beijing Cellapy Biotechnology. hiPSCs were cultured in Matrigel (Corning, United States)-coated plates in feeder-free culture conditions with fresh PGM1 PSC culture medium (Cellapy, China), and the cells were passaged at 80&#x2013;90% confluence using a dissociation solution (Cellapy, China). The schematic shown in <xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1A</xref> illustrates the cell culture, differentiation, and dissociation timeline. The undifferentiated hiPSCs were induced to differentiate into cardiomyocytes by transient activation/inhibition of the Wnt signaling pathway. Cardiac differentiation methods were adapted from previously published articles (<xref ref-type="bibr" rid="B26">Lian et al., 2012</xref>; <xref ref-type="bibr" rid="B43">Sharma et al., 2015</xref>). Cells at 90% confluence were used for differentiation (day 0), and the medium was replaced with RPMI 1640 (Sigma, United States) with B27 supplement minus insulin (Thermo Fisher Scientific, United States), which was considered basal medium. Day 0 cells were incubated with 6 &#x03BC;mol of CHIR99021 (GSK-3 inhibitor) (Selleck, United States) for 48 h (day 2). Day 2 cells were cultured in the basal medium for 24 h (day 3). Day 3 cells were treated with 5 &#x03BC;mol of IWP2 (WNT inhibitor) (Selleck, United States) for 48 h (day 5). Then, day 5 differentiated cells were cultured in the basal medium for 48 h (until day 7). On day 7, the medium was replaced by RPMI 1640 with B27 supplement with insulin (Thermo Fisher Scientific, United States). Approximately 8 days after differentiation, some cells began to beat (<xref ref-type="supplementary-material" rid="VS1">Supplementary Video 1</xref>). Subsequently, cells were maintained in the medium containing RPMI 1640 plus B27 supplement with insulin for 7 days followed by maintenance in the cardiac enrichment medium [RPMI 1640 medium (Thermo Fisher Scientific, United States) supplemented with 4 mM sodium L-lactate (Sigma-Aldrich, United States)]. Cells were maintained in the cardiac enrichment medium for 3 days. After this enrichment phase, the medium was changed to RPMI 1640 with knockout serum replacement (KSR) (Thermo Fisher Scientific, United States). On day 20, spontaneously beating cardiomyocytes were dissociated with TrypLE Express enzyme (Thermo Fisher Scientific, United States), centrifuged, resuspended, and replated onto Matrigel-coated plates for follow-up experiments. hiPSC-derived cardiomyocytes were treated with 0.5 mM AICAR (Selleck, United States) or vehicle (DMSO) for 7 days from day 23 to day 30 (<xref ref-type="supplementary-material" rid="VS2">Supplementary Video 2</xref>). All cultures were grown at 37&#x00B0;C in 5% O<sub>2</sub> and 5% CO<sub>2</sub>.</p>
</sec>
<sec id="S2.SS2">
<title>Quantitative Real-Time PCR and Mitochondrial DNA</title>
<p>Total RNA preparations were extracted with TRIzol reagent (TaKaRa, Japan) from the cells and quantified using a NanoDrop (Thermo Fisher Scientific, United States). One microgram of total RNA was reverse transcribed to cDNA using a PrimeScript RT reagent kit (TaKaRa, Japan). Quantitative real-time PCR was performed using amplified cDNA, gene-specific primers, and a SYBR Green dye kit (TaKaRa, Japan) using QuantStudio 3 (Thermo Fisher Scientific, United States). GAPDH was used as the housekeeping gene. The relative gene expression was calculated by the 2<sup>&#x2013;&#x0394;</sup> <sup>&#x0394;</sup> <sup><italic>Ct</italic></sup> method. Mitochondrial DNA content was quantified as described previously (<xref ref-type="bibr" rid="B46">Ulmer et al., 2018</xref>). Genomic and mitochondrial DNA was extracted with a genomic DNA extraction kit (BioFlux, China). The relative content of mtDNA was detected by quantitative real-time PCR using mitochondria-encoded NADH dehydrogenase (mt-ND1 or mt-ND2) primers and normalized to &#x03B2;-globin. All primers were purchased from TSINGKE Biological, and the sequences of the primers are listed in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table S1</xref>.</p>
</sec>
<sec id="S2.SS3">
<title>Protein Extraction and Western Blotting</title>
<p>Cells were lysed with a solution containing lysis buffer (KeyGEN, China), protease inhibitors, phosphatase inhibitors, and PMSF (Beyotime, China) at 4&#x00B0;C for 30 min on a rocker. A BCA protein assay kit (KeyGEN, China) was used to quantify total protein. Protein samples were mixed with 5&#x00D7; buffer and boiled for 10 min before loading onto a 10% SDS-PAGE gel (Epizyme, China). After electrophoresis, the proteins were transferred to polyvinylidene difluoride (PVDF) membranes (Millipore, United States). Based on the position of the markers, the membranes were cut into pieces, blocked with QuickBlock<sup>TM</sup> blocking buffer (Beyotime, China) for 1 h, and incubated with primary antibodies (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table S2</xref>) overnight at 4&#x00B0;C. The membranes were washed with TBST and then incubated with the corresponding secondary antibody (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table S2</xref>) at room temperature for 1 h. The membranes were developed by ECL (Millipore, United States) using a ChemiDoc<sup>TM</sup> Touch imaging system (Bio-Rad, United States). Intensity of the Western blot bands was quantified using Quantity One (United States).</p>
</sec>
<sec id="S2.SS4">
<title>ATP Content Detection</title>
<p>Cellular ATP content was measured by an ATP assay kit (Beyotime, China) according to the manufacturer&#x2019;s instructions. Cell lysates were centrifuged at 12,000 rpm for 5 min at 4&#x00B0;C, and the supernatant was used for subsequent determination. ATP detection working solution was added into the detection wells; sample or standard was added and quickly mixed with a pipettor, and the chemiluminescence signal (RLU) was measured with a chemiluminescence instrument (BioTek, United States) after at least a 2 s interval. Concentrations of ATP in the samples were calculated according to the standard curve; total protein concentration in the sample was determined by a BCA protein assay kit, and ATP concentration was converted into nmol/mg protein.</p>
</sec>
<sec id="S2.SS5">
<title>HK Activities and Lactate Production Assays</title>
<p>hiPSC-CMs were seeded into 12-well plates at a density of 1 &#x00D7; 10<sup>6</sup> cells and treated with 0.5 mM AICAR (Selleck, United States) or vehicle (DMSO) for 7 days from day 23 to day 30. Cellular HK activities and lactate production were measured by HK assay kit (Solarbio<sup>&#x00AE;</sup> BC0745, China) and LA assay kit (Solarbi<sup>&#x00AE;</sup> oBC2230, China) according to the manufacturer&#x2019;s instructions, respectively. All experiments were normalized by the cell numbers.</p>
</sec>
<sec id="S2.SS6">
<title>Immunofluorescence Staining</title>
<p>Cells were dissociated from 12-well plates and replated into Matrigel-coated coverslips. Cells were washed with PBS and fixed in 4% paraformaldehyde or 75% ice-cold ethanol for 20 min. Then, the cells were permeabilized with 0.5% Triton X-100 for 15 min, blocked with 5% BSA for 1 h, and incubated with primary antibodies (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table S2</xref>) overnight at 4&#x00B0;C. After washing with PBS, the cells were incubated with secondary antibodies (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table S2</xref>) for 1 h at room temperature in the dark and then stained using Hoechst 33342 (Beyotime, China) for 10 min. Imaging was performed using a fluorescence microscope (BX51; Olympus) and quantified using NIS-Elements software. Cells were analyzed for cell area, perimeter, circularity index, and sarcomere length with ImageJ software (United States). The circularity index equals 4&#x03A0;<sup>&#x2217;</sup>Area/Perimeter<sup>2</sup>, and the sarcomere length was measured in two adjacent &#x03B1;-actinin bands (<xref ref-type="bibr" rid="B28">Liu et al., 2020</xref>).</p>
</sec>
<sec id="S2.SS7">
<title>Transmission Electron Microscopy</title>
<p>The cells were fixed with 4% glutaraldehyde solution for 2 h and postfixed for 2 h with 1% osmium tetroxide at 4&#x00B0;C. The cells were dehydrated with ethanol and methanol gradients and then embedded in epoxy resin. The samples were cut into thin (60 nm) sections and stained with citrate and uranyl acetate. TEM images were acquired at random locations throughout the samples and captured using a transmission electron microscope (TEM; H-7500).</p>
</sec>
<sec id="S2.SS8">
<title>Seahorse XF24 Metabolic Flux Analysis</title>
<p>The OCR was detected using a Seahorse XF24 extracellular flux analyzer (Agilent Technologies, United States). hiPSCs were cultured in a Matrigel-coated Seahorse XF-24 cell plate before analysis. On day 23, hiPSC-CMs were dissociated and subsequently plated onto a Seahorse XF-24 cell plate at 2.5 &#x00D7; 10<sup>5</sup> cells/well. hiPSC-CMs were treated with 0.5 mM AICAR (Selleck, United States) or vehicle (DMSO) for 7 days. Mitochondrial function was analyzed using an XF Cell Mito Stress kit (Agilent Technologies, United States). Cells were washed with XF assay medium (unbuffered DMEM + 10 mM glucose + 2 mM L-glutamine + 1 mM sodium pyruvate) 1 h before the assay and incubated in 500 &#x03BC;L of the base medium in a non-CO<sub>2</sub> incubator at 37&#x00B0;C. OCRs were analyzed by sequential automatic injections of mitochondrial inhibitors, including 2.5 &#x03BC;M oligomycin, 2 &#x03BC;M FCCP, 0.5 &#x03BC;M rotenone, and 0.5 &#x03BC;M antimycin A. OCR (pmol/min) was measured according to the manufacturer&#x2019;s instructions (Agilent Technologies, United States). The results were used to calculate basal respiration, maximal respiration, proton leakage, ATP production, and non-mitochondrial respiration. The results were normalized to 1 &#x03BC;g of protein determined by a BCA protein assay kit.</p>
<p>Fatty acid oxidation (FAO) was assessed by an Agilent Seahorse XF Substrate Oxidation Stress Test Kit (Agilent Technologies, United States), same with mitochondrial stress test. Except for OCR assessment, there are four reagents Etomoxir (Eto, 4 &#x03BC;M), oligomycin [1.5 &#x03BC;M), FCCP (2 &#x03BC;M), and antimycin A/rotenone (0.5 &#x03BC;M)] were added to the system, other operation of the experiment is similar to Mito Stress Test. Basal respiration, proton leakage, maximal respiration, ATP product and spare respiratory capacity were measured in a XF24 analyzer.</p>
</sec>
<sec id="S2.SS9">
<title>Mitochondrial Morphology Analysis</title>
<p>Mitochondrial morphology was visualized using Mito-Tracker<sup>&#x00AE;</sup>, green (Beyotime, China) according to the manufacturer&#x2019;s instructions. Cells were incubated with 25 nM MitoTracker green for 30 min at 37&#x00B0;C. Then, the cells were washed with PBS and imaged utilizing a confocal microscope (Nikon, Japan). The average fluorescence intensity was analyzed by NIS-Elements Viewer software (Japan).</p>
</sec>
<sec id="S2.SS10">
<title>Mitochondrial Membrane Potential Assay</title>
<p>Mitochondrial membrane potential (&#x0394;&#x03A8;m) was measured utilizing a mitochondrial membrane potential assay kit with JC-1 (Beyotime, China) according to the manufacturer&#x2019;s instructions. Cells were incubated with JC-1 working solution for 30 min at 37&#x00B0;C. Then, the nuclei were stained with Hoechst 33342 (Beyotime, China) for 10 min at 37&#x00B0;C. Then, the cells were washed with PBS and imaged utilizing a confocal microscope (Nikon, Japan). At low &#x0394;&#x03A8;m, JC-1 is a green fluorescent monomer. At higher &#x0394;&#x03A8;m, JC-1 forms red fluorescent aggregates. The average fluorescence intensity was analyzed by NIS-Elements Viewer software. Data are shown as a ratio of red fluorescence intensity to green fluorescence intensity.</p>
</sec>
<sec id="S2.SS11">
<title>Cell Counting Kit-8 (CCK-8) Assay</title>
<p>hiPSCs were cultured in a 96-well plate and then treated with various concentrations of AICAR for 7 days. CCK-8 solution (Solarbio, China) was added to each medium, and the conditions were maintained for 3 h at 37&#x00B0;C. Optical density was measured by a plate reader (BioTek, United States) at a wavelength of 450 nm. Every measurement was performed at least three times.</p>
</sec>
<sec id="S2.SS12">
<title>Flow Cytometry</title>
<p>hiPSC-CMs were dissociated into single cells, washed with sterile DPBS and pelleted at 200 &#x00D7; g for 5 min. Following fixation in 4% paraformaldehyde, the cells were washed twice with DPBS, pelleted and resuspended in 200 &#x03BC;l of DPBS. Fixed hiPSCs and hiPSC-CMs were incubated with fluorescently labeled anti-cTnT antibodies (see <xref ref-type="supplementary-material" rid="TS1">Supplementary Table S1</xref>) for 1 h at room temperature, respectively. The cells were then washed three times. Analysis was performed on BD FACSCanto II cytometer, and the results were analyzed and plotted using FlowJo v10 software.</p>
</sec>
<sec id="S2.SS13">
<title>Statistics</title>
<p>The data are expressed as the mean and standard error of the mean (SEM). Each measurement was performed at least three times. <italic>P</italic>-values were evaluated by unpaired t-test or one-way ANOVA using GraphPad Prism software (United States). For all analyses, a value of <italic>P</italic> &#x003C; 0.05 was considered significant.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Characterization of hiPSCs and hiPSC-CMs</title>
<p>hiPSCs cultured on Matrigel-coated plates formed colonies with tight arrangement and clear boundaries according to microscopy (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1B</xref>). hiPSCs consistently stained positive for the pluripotent stem cell-specific markers Nanog and Sox2 (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1D</xref>). Then, hiPSCs were differentiated into cardiomyocytes using a monolayer protocol according to the cardiac differentiation method (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1A</xref>). hiPSC-CMs began spontaneous contraction after 8 days of differentiation. hiPSC-CMs were purified on day 14, digested, and replated on day 20. The cells grew in a monolayer and showed a clear cell shape on Matrigel-coated plates (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1D</xref>). The flow analysis indicated that metabolic purification led to a purified population containing more than 92% cTnT-positive cells by day 20 (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1C</xref>). Immunostaining demonstrated that hiPSC-derived CMs expressed CM-specific markers, sarcomeric &#x03B1;-actinin, Cx43, and cTnT (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1E</xref>). Immunofluorescence detection of MLC2v, and MLC2a (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure S1F</xref>) showed that hiPSC-CMs mainly consist of ventricular CMs and a few other atrial CMs.</p>
</sec>
<sec id="S3.SS2">
<title>Changes in Mitochondrial Morphology and Respiratory Function After the Differentiation of hiPSCs Into hiPSC-CMs</title>
<p>The ultrastructural changes in mitochondria in hiPSCs and hiPSC-derived CMs were analyzed by transmission electron microscopy. Images of hiPSCs suggest that the mitochondria were granular with sparse cristae (<xref ref-type="fig" rid="F1">Figure 1A</xref>). We found that the mitochondria were characterized by the presence of a few more mature, elongated, and large mitochondria with denser intramitochondrial cristae and a compacted matrix in hiPSC-CMs compared to those in hiPSCs. We also observed that hiPSC-CMs contain Z-bands and regular arrangement of myofibrils (<xref ref-type="fig" rid="F1">Figure 1A</xref>). These findings are consistent with the data of previous studies on myocardial structure during cardiomyocyte differentiation (<xref ref-type="bibr" rid="B17">Hoque et al., 2018</xref>). The density of mitochondria in cardiomyocytes is high, which contributes to ATP production (<xref ref-type="bibr" rid="B36">Piquereau et al., 2013</xref>). To determine the metabolic status of hiPSCs and hiPSC-CMs, we measured the OCR of the cells by an XF24 extracellular flux analyzer, which reflects the cellular respiration capacity. The detection diagram is shown in <xref ref-type="fig" rid="F1">Figure 1B</xref>. We observed that hiPSC-CMs had significantly higher OCRs associated with basal respiration, ATP production, maximal respiration, and proton leakage compared to those in hiPSCs (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>). An increase in these mitochondrial oxidation parameters indicated the maturation or enhancement of mitochondrial oxidative capacity.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Changes in mitochondrial morphology and respiratory function after differentiation of hiPSCs into hiPSC-derived CMs. <bold>(A)</bold> Transmission electron microscopy images of hiPSCs and hiPSC-CMs illustrating the differences in mitochondrial morphology. Scale bar = 500 nm. hiPSC-CMs showed more mature, elongated, and large mitochondria with denser intramitochondrial cristae compared to those in hiPSCs. hiPSC-CMs had visible Z-bands and regular arrangement of myofibrils. Z, Z-bands, yellow arrows; MF, myofibrils; yellow arrows; Mit, mitochondria, red arrows. <bold>(B)</bold> Scheme of the mitochondrial stress test in the cells. <bold>(C)</bold> Two representative OCR traces of hiPSCs and hiPSC-CMs in response to oligomycin, FCCP, rotenone, and antimycin A (<italic>n</italic> = 12). <bold>(D)</bold> Statistical analysis of the differences in basal respiration, maximal respiration, proton leakage, ATP production, and non-mitochondrial respiration (<italic>n</italic> = 12). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, compared with hiPSCs, unpaired <italic>t</italic>-test.</p></caption>
<graphic xlink:href="fcell-09-644667-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>The Change of AMPK Activation During Cardiomyocyte Differentiation of hiPSCs</title>
<p>AMPK is an energy-sensing protein kinase that plays a key role in the regulation of cellular energy metabolism (<xref ref-type="bibr" rid="B15">Herzig and Shaw, 2018</xref>); however, the role of AMPK in the maturation of hiPSC-CMs has not been defined. We examined the expression profile of AMPK during cardiac maturation of hiPSCs. The phosphorylation of AMPK was time-dependently increased in hiPSC-CMs (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Simultaneously, the protein levels of the downstream genes PGC-1&#x03B1; and CPT1&#x03B1;, which regulate energy metabolism, were dramatically increased (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The protein level of &#x03B1;-actinin was upregulated during cardiac differentiation of hiPSCs (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Additionally, the expression of PGC-1&#x03B1; (a crucial regulator of oxidative metabolism in cardiac development) and CPT1&#x03B1; (a regulator of fatty acid transport in the mitochondrial membrane) mRNAs was significantly time-dependently upregulated in the hiPSC-CM culture (<xref ref-type="fig" rid="F2">Figures 2B,C</xref>). The mRNA expression levels of FABP3, FAT-CD36, and SLC27a6 were significantly increased during hiPSC-CM maturation to promote fatty acid transport and oxidation (<xref ref-type="fig" rid="F2">Figures 2D&#x2013;F</xref>). Hence, these data demonstrate that enhanced energy metabolism of hiPSC-CMs is related to AMPK phosphorylation and that activation of AMPK may be an effective approach to promote hiPSC-CM maturation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Activation of AMPK during hiPSC-derived cardiomyocyte differentiation. <bold>(A)</bold> Western blot analysis of AMPK, phospho-AMPK, PGC-1&#x03B1;, CPT-1&#x03B1;, and &#x03B1;-actinin on days 0, 10, 20, and 30 during hiPSC-derived cardiomyocyte differentiation. RT-qPCR analysis of the genes regulating energy metabolism [PGC-1&#x03B1; <bold>(B)</bold> and CPT-1&#x03B1; <bold>(C)</bold>] and fatty acid transport and oxidation-related genes [FABP3 <bold>(D)</bold>, FAT-CD36 <bold>(E),</bold> and SLC27a6 <bold>(F)</bold>] in hiPSC-derived cardiomyocytes on days 0, 10, 20, and 30 (<italic>n</italic> = 3). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.0001 one-way ANOVA.</p></caption>
<graphic xlink:href="fcell-09-644667-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Improvement of the Metabolic Maturation of hiPSC-CMs by Activation of AMPK</title>
<p>To determine whether AMPK activation promotes energy metabolism and maturation of hiPSC-CMs, we treated hiPSC-CMs after replating for 7 days with AICAR (AMPK activator) at various concentrations (0, 0.1, 0.5, and 1 mM). Western blot was used to detect the protein expression of AMPK and phospho-AMPK, and CCK-8 assay was used to assess cell viability. As shown in <xref ref-type="fig" rid="F3">Figures 3A,B</xref>, the activation effect of AICAR on AMPK was the strongest at a concentration of 0.5 mM and did not show significant cytotoxicity. This treatment condition was used in the following experiments. AMPK activation was reported to modulate glucose and fatty acid metabolism and mitochondrial function (<xref ref-type="bibr" rid="B38">Qi and Young, 2015</xref>). Therefore, hiPSC-CMs (day 23) were treated with DMSO (control) or AICAR at a concentration of 0.5 mM for 7 days and then subjected to biological and functional analysis on day 30. As shown in <xref ref-type="fig" rid="F3">Figure 3C</xref>, AICAR increased the expression of phosphorylated AMPK and did not change the total AMPK protein levels. With regard to the effects of AMPK on the expression of the downstream metabolism-related targets, we found that AICAR increased the protein and transcript levels of PGC-1&#x03B1;, which improved mitochondrial biogenesis and metabolic maturation (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>; <xref ref-type="bibr" rid="B28">Liu et al., 2020</xref>). We observed significantly increased PPAR&#x03B1; protein and mRNA levels in AICAR-treated cells compared to those in the control cells suggesting that AICAR treatment increased fatty acid &#x03B2;-oxidation (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>; <xref ref-type="bibr" rid="B6">Colasante et al., 2015</xref>). Additionally, AICAR treatment significantly increased the expression of ERR&#x03B1; (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>), which plays a key role in mitochondrial fatty acid oxidation (<xref ref-type="bibr" rid="B2">Alaynick, 2008</xref>). Western blot analysis revealed that the expression of fatty acid &#x03B2;-oxidation (CPT-1&#x03B1;, CPT-1&#x03B2;, and SLC24a6) and mitochondrial OxPhos markers (COX5b, COXIV, Cyt-c, C-S, and MPC1) was significantly upregulated in hiPSC-CMs following AICAR treatment compared to those in the control (<xref ref-type="fig" rid="F4">Figures 4A,C</xref>). AICAR treatment significantly increased the mRNA expression of fatty acid &#x03B2;-oxidation (CPT-1&#x03B1;, CPT-1&#x03B2;, FABP3, FAT-CD36, SLC27a6, SLC25a20, LCAD, and MCAD) and mitochondrial OxPhos markers (COX5b, ATP5a, and Cyt-c) (<xref ref-type="fig" rid="F4">Figures 4B,D</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Activation of AMPK improved the metabolic maturation of hiPSC-CMs. <bold>(A)</bold> Western blot analysis of AMPK and phospho-AMPK expression in hiPSC-CMs treated with AICAR at various concentrations (0, 0.1, 0.5, and 1 mM). AICAR (0.5 and 1 mM) effectively upregulated the expression of phospho-AMPK (<italic>n</italic> = 3). <bold>(B)</bold> CCK-8 assay was performed to assess viability of hiPSC-CMs treated with AICAR at various concentrations (<italic>n</italic> = 3). &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.0001 one-way ANOVA. <bold>(C)</bold> Western blot analysis of the effect of AMPK activation by AICAR on the protein expression levels of AMPK, p-AMPK, PGC-1&#x03B1;, PPAR&#x03B1;, and ERR&#x03B1; (<italic>n</italic> = 3). <bold>(D)</bold> RT-qPCR analysis of the effect of AMPK activation by AICAR on the mRNA expression levels of PGC-1&#x03B1;, PPAR&#x03B1;, and ERR&#x03B1; (<italic>n</italic> = 3). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001 compared with the control group, unpaired <italic>t</italic>-test.</p></caption>
<graphic xlink:href="fcell-09-644667-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>The effects of AMPK activation on the expression of the downstream metabolism-related targets. For <bold>(A,C)</bold>, the same membrane was probed for the indicated proteins, with GAPDH used as the loading control. <bold>(A)</bold> Western blot analysis of the expression of fatty acid &#x03B2;-oxidation-related proteins (CPT-1&#x03B1;, CPT-1&#x03B2;, and SLC24a6) in hiPSC-CMs treated with AICAR (vs. control) (<italic>n</italic> = 3). <bold>(B)</bold> RT-qPCR analysis of the effect of AICAR on the expression of fatty acid &#x03B2;-oxidation-related genes (CPT-1&#x03B1;, CPT-1&#x03B2;, FABP3, FAT-CD36, SLC27a6, SLC25a20, LCAD, and MCAD) (<italic>n</italic> = 3). <bold>(C)</bold> Western blot analysis of the expression of mitochondrial OxPhos-related proteins (COX5b, COXIV, Cyt-c, C-S, and MPC1) in hiPSC-CMs treated with AICAR (vs. control) (<italic>n</italic> = 3). <bold>(D)</bold> RT-qPCR analysis of the effect of AICAR on the expression of mitochondrial OxPhos-related genes (COX5b, ATP5a, and Cyt-c) (<italic>n</italic> = 3). <bold>(E)</bold> Relative hexokinase enzyme activity in hiPSCs treated with AICAR or control (<italic>n</italic> = 3). <bold>(F)</bold> Lactate measurements of hiPSCs treated with AICAR or control (<italic>n</italic> = 3). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001 compared with the control group, unpaired <italic>t</italic>-test.</p></caption>
<graphic xlink:href="fcell-09-644667-g004.tif"/>
</fig>
<p>We then used the same hexokinase assay to compare the glycolysis rates of hiPSC-CMs treated with AICAR or control. hiPSC-CMs treated with AICAR had significantly lower hexokinase activities compared with control group (<xref ref-type="fig" rid="F4">Figure 4E</xref>). Glycolysis results in the conversion of glucose into pyruvate, which is subsequently reduced into lactate. To further validate that the increase in hexokinase activity is because of an increase in glycolysis, we compared the total cellular lactate levels in cardiomyocytes using a commercial lactate assay kit (<xref ref-type="fig" rid="F4">Figure 4F</xref>). hiPSC-CMs treated with AICAR had significantly lower lactate levels compared with control group. hiPSC-CMs treated with AICAR had reduced glycolysis rates as would be expected during myocardial maturation.</p>
</sec>
<sec id="S3.SS5">
<title>Improvement of the Morphological and Structural Maturation of hiPSC-CMs by Activation of AMPK</title>
<p>To explore the effect of AICAR treatment on the morphology and gene expression of hiPSC-CMs, the cells with antibodies to &#x03B1;-actinin. In the AICAR treatment and control groups, the results of &#x03B1;-actinin immunostaining showed a clear sarcomere structure (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Additionally, AICAR-treated hiPSC-CMs had longer sarcomeres and lower circularity index than those in the control group (<xref ref-type="fig" rid="F5">Figures 5B&#x2013;E</xref>). Immunostaining demonstrated that In the AICAR treatment and control groups both expressed CM-specific markers TNNI3, and MYH7 (<xref ref-type="supplementary-material" rid="FS2">Supplementary Figures S2B,C</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Activation of AMPK improves the morphological and structural maturation of hiPSC-CMs. <bold>(A)</bold> Representative immunostaining of &#x03B1;-actinin (green) and Hoechst 33342 (blue) in control or AICAR-treated hiPSC-CMs. Scale bar, 10 &#x03BC;m. Analysis of cell area <bold>(B)</bold>, perimeter <bold>(C)</bold>, sarcomere length <bold>(D)</bold>, and circularity index <bold>(E)</bold> (<italic>n</italic> = 80&#x2013;100 cells/group). AICAR-treated hiPSC-CMs manifested significant changes in perimeter, sarcomere length and circularity index compared to those in the control cells. <bold>(F)</bold> Western blot analysis of &#x03B1;-actinin, TNNI3, and MYH7 protein expression in hiPSC-CMs treated with AICAR vs. control (<italic>n</italic> = 3). <bold>(G)</bold> RT-qPCR analysis of the effect of AICAR on the expression of the cardiomyocyte-related sarcomere protein-encoding gene (TNNI3, TNNT2, MYH7, MYL3, MYL4, MYBPC3, and CX43) (<italic>n</italic> = 3). <bold>(H)</bold> RT-qPCR analysis of the effect of AICAR on the expression of electrophysiology-related genes (CACNA1C, KCND2, KCNE1, KCNJ2, KCNQ1, KCNH2, and SCN5A) (<italic>n</italic> = 3). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001 compared with the control group, unpaired <italic>t</italic>-test.</p></caption>
<graphic xlink:href="fcell-09-644667-g005.tif"/>
</fig>
<p>We found that the protein levels of &#x03B1;-actinin, TNNI3, and MYH7 were significantly increased in AICAR-treated cells compared with that in the control cells (<xref ref-type="fig" rid="F5">Figure 5F</xref>). We also analyzed the effect of AICAR treatment on the gene expression profiles of hiPSC-CMs. RT-PCR results showed that most CM-related sarcomere protein-encoding genes (TNNI3, TNNT2, MYH7, MYL3, MYL4, MYBPC3, and CX43) were significantly upregulated in AICAR-treated hiPSC-CMs (<xref ref-type="fig" rid="F5">Figure 5G</xref>). Additionally, AICAR treatment induced the expression of calcium voltage-gated channel subunit (CACNA1C), potassium voltage-gated channel subfamily genes (KCND2, KCNE1, KCNJ2, KCNQ1, and KCNH2), and sodium voltage-gated channel subunit gene (SCN5A) (<xref ref-type="fig" rid="F5">Figure 5H</xref>). These data suggest that AICAR treatment promotes the maturation process of hiPSC-CMs in multiple aspects, including cell morphology, sarcomeric structure, ultrastructural change, and gene expression.</p>
</sec>
<sec id="S3.SS6">
<title>Improvement of Mitochondrial Maturation of hiPSC-CMs by Activation of AMPK</title>
<p>The mitochondrion is an energy center of cardiomyocytes that controls cardiomyocyte metabolism and survival by constantly providing ATP. In the process of development, mitochondria have evolved in morphology and function (<xref ref-type="bibr" rid="B53">Yang et al., 2014b</xref>). We used JC-1 dye as an indicator of mitochondrial membrane potential (&#x0394;&#x03A8;m) to validate the changes in mitochondrial function. Results of confocal microscopy showed that AICAR treatment induced an overall increase in &#x0394;&#x03A8;m as compared to that in the control (<xref ref-type="fig" rid="F6">Figure 6A</xref>). To characterize mitochondrial energy metabolism, we investigated the effect of AICAR treatment on mitochondrial respiration by the addition of oligomycin, FCCP, rotenone, and antimycin A (<xref ref-type="fig" rid="F6">Figure 6C</xref>). AICAR treatment significantly increased the OCRs associated with basal respiration, maximal respiration, spare respiratory capacity, and ATP production (<xref ref-type="fig" rid="F6">Figure 6D</xref>). Additionally, ATP production was increased by AICAR treatment of hiPSC-CMs (<xref ref-type="fig" rid="F6">Figure 6B</xref>). In the Substrate Oxidation Stress Test, Etomoxir, a specific inhibitor of carnitine palmitoyl transferase 1&#x03B1; (CPT1&#x03B1;), was used to specifically inhibit mitochondrial FAO. Treatment with ETO abolished OCR increases in AICAR-treatment hiPSC-CMs. The increased fatty acid oxidation energy was shown by the decrease in OCR upon incubation with etomoxir in hiPSC-CMs treated with AICAR (<xref ref-type="fig" rid="F6">Figure 6E</xref>). The maximum respiration rate, and the production of ATP were lower in the AICAR-treated hiPSC-CMs than that in the control group (<xref ref-type="fig" rid="F6">Figure 6F</xref>). Thus, these data suggest that activation of AMPK may enhance mitochondrial oxidative capacity and promote metabolic maturation of hiPSC-CMs.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Activation of AMPK improves the functional maturation of mitochondria in hiPSC-CMs. <bold>(A)</bold> Mitochondrial membrane potential was measured using a fluorescence probe JC-1 assay system in hiPSC-CMs treated with AICAR vs. control. The ratio of red/green fluorescence represents the level of &#x0394;&#x03C8;m (<italic>n</italic> = 80&#x2013;100 cells/group). Scale bar, 50 &#x03BC;m. <bold>(B)</bold> ATP levels of hiPSCs treated with AICAR or control (<italic>n</italic> = 3). <bold>(C)</bold> Two representative OCR traces of hiPSCs treated with AICAR or control in response to oligomycin, FCCP, rotenone, and antimycin A (<italic>n</italic> = 12). <bold>(D)</bold> Statistical analysis of the differences in basal respiration, maximal respiration, proton leakage, ATP production, and non-mitochondrial respiration (<italic>n</italic> = 12). <bold>(E)</bold> Representative fatty acid oxidation of hiPSCs treated with AICAR or control after incubation with the etomoxir, oligomycin, FCCP and rotenone, and antimycin A. <bold>(F)</bold> Statistical analysis of the differences in basal respiration, maximal respiration, proton leakage, ATP production, and non-mitochondrial respiration (<italic>n</italic> = 12). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001 compared with the control group, unpaired <italic>t</italic>-test.</p></caption>
<graphic xlink:href="fcell-09-644667-g006.tif"/>
</fig>
<p>Then, hiPSC-CMs treated with AICAR or control were imaged using transmission electron microscopy to visualize the cellular ultrastructure and mitochondrial morphology. We observed that the number of mitochondria was increased in AICAR-treated hiPSC-CMs and that AICAR-treated hiPSC-CMs contained more mitochondrial crista than those in the control (<xref ref-type="fig" rid="F7">Figure 7A</xref>). In control and AICAR-treated hiPSC-CMs, the myofibrils were plentiful and well-organized, and the Z-lines of the muscle fibers were visible (<xref ref-type="fig" rid="F7">Figure 7A</xref>). Imaging of the cellular distribution of mitochondria using MitoTracker revealed disparate mitochondrial morphologies between control and AICAR-treated hiPSC-CMs; the former contained isolated mitochondria with fragments, and the latter consisting of an extensively interconnected filamentous network (<xref ref-type="fig" rid="F7">Figure 7B</xref>). The mean fluorescence intensity of MitoTracker in AICAR-treated hiPSC-CMs was increased compared to that in the control (<xref ref-type="fig" rid="F7">Figure 7B</xref>). Moreover, western blot analysis showed that mitochondrial fusion proteins MFN1 and MFN2 were upregulated, and a fission protein was downregulated compared with those in the control (<xref ref-type="fig" rid="F7">Figure 7C</xref>). To determine whether AICAR treatment influenced the mitochondrial DNA content, we detected the mtDNA copy number by qPCR. AICAR treatment induced upregulation of the mitochondrial DNA to nuclear DNA ratio (<xref ref-type="fig" rid="F7">Figures 7D,E</xref>). Overall, these data indicate that activation of AMPK increases mitochondrial fusion events leading to mitochondrial network expansion.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Activation of AMPK improves mitochondrial maturation of hiPSC-CMs. <bold>(A)</bold> Transmission electron microscopy images of hiPSCs treated with AICAR or control showing the differences in mitochondrial morphology. Scale bar, 500 nm. The number of mitochondria in AICAR-treated hiPSC-CMs was increased, and AICAR-treated hiPSC-CMs contained more mitochondrial crista than those in the control. Z, Z-bands, yellow arrows; MF, myofibrils, yellow arrows; Mit, mitochondria, red arrows. <bold>(B)</bold> MitoTracker green was used to investigate the changes in mitochondrial morphology in hiPSC-CMs treated with AICAR or control. The mean fluorescence intensity of MitoTracker green in hiPSC-CMs treated with AICAR vs. control (<italic>n</italic> = 80&#x2013;100 cells/group). Scale bar, 10 &#x03BC;m. <bold>(C)</bold> Western blot analysis of MFN1, MFN2, and DRP1 protein expression in hiPSC-CMs treated with AICAR (vs. control) (<italic>n</italic> = 3). Mitochondrial DNA content determined by RT-qPCR using primers for mt-ND1 <bold>(D)</bold> and mt-ND2 <bold>(E)</bold> normalized to the housekeeping gene &#x03B2;-globin (<italic>n</italic> = 3). &#x002A;<italic>P</italic> &#x003C; 0.05, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.0001compared with the control group, unpaired <italic>t</italic>-test.</p></caption>
<graphic xlink:href="fcell-09-644667-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p>Induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) can provide a good platform for alternative therapies for myocardial infarction, <italic>in vitro</italic> disease modeling, and drug toxicity testing (<xref ref-type="bibr" rid="B49">Wu et al., 2019</xref>). However, there are large differences between iPSC-CMs and mature cardiomyocytes in morphology, physiological function, metabolism, and gene expression (<xref ref-type="bibr" rid="B1">Ahmed et al., 2020</xref>). The developmental immaturity of hiPSC-CMs, difficulty of high-throughput evaluation of functional phenotypes, and inability to achieve effective reproduction of disease phenotypes may affect the accuracy and effectiveness of hiPSC-CMs in clinical applications. Therefore, a large number of studies have been investigating the methods to promote the maturation of hiPSC-CMs by using biochemical stimulation, physical stimulation, and 3D culture (<xref ref-type="bibr" rid="B1">Ahmed et al., 2020</xref>), including prolonged culture time (<xref ref-type="bibr" rid="B21">Kamakura et al., 2013</xref>), hormone treatment (<xref ref-type="bibr" rid="B35">Parikh et al., 2017</xref>), and electrical stimulation (<xref ref-type="bibr" rid="B41">Ronaldson-Bouchard et al., 2018</xref>). However, few studies have investigated associated molecular mechanisms in detail.</p>
<p>Cardiomyocytes require high metabolic activity. Metabolic activity is mainly maintained by the function of mitochondria, which is central to differentiation. Mitochondria undergo morphological changes during cell transition. Undifferentiated hiPSCs contain immature mitochondria, and their cristae are dysplastic and mainly located in the perinuclear region of the cytoplasm and the hypoplastic mitochondrial network (<xref ref-type="bibr" rid="B20">Jiang et al., 2018</xref>). When hiPSCs differentiate into cardiomyocytes, granular mitochondria become tubular and form a network of meshes, which contain elongated ridges that penetrate the cytoplasm (<xref ref-type="bibr" rid="B17">Hoque et al., 2018</xref>). Similar morphological changes during myocardial differentiation were detected in the present study. Consistent with the changes in mitochondrial morphology, cells have undergone significant metabolic changes that mainly include the enhancement of mitochondrial respiration. These results are consistent with the data of previous studies indicating that hiPSCs mainly produce ATP and maintain pluripotency through anaerobic glycolysis rather than mitochondrial OxPhos, as has been shown in hiPSC-CMS (<xref ref-type="bibr" rid="B12">Gu et al., 2016</xref>; <xref ref-type="bibr" rid="B23">Khacho and Slack, 2017</xref>). Additionally, our data indicated that phosphorylation of AMPK is time-dependently increased in hiPSC-CMs and that the expression of PGC-1&#x03B1; and CPT1&#x03B1; mRNA was significantly time-dependently upregulated in hiPSC-CMs. AMPK is energy-sensing protein kinase that plays a key role in the regulation of cellular energy metabolism. Several studies have shown that relatively mature hiPSC-CMs have highly phosphorylated AMPK (<xref ref-type="bibr" rid="B52">Yang et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Sarikhani et al., 2020</xref>). AMPK has been shown to play a protective role in various cardiac pathophysiological processes to restore energy balance (<xref ref-type="bibr" rid="B9">Dolinsky and Dyck, 2006</xref>). AMPK can promote fat mobilization and release fatty acids from triglycerides by stimulating lipase, and free fatty acids are transported to the mitochondria for fatty acid &#x03B2;-oxidation (<xref ref-type="bibr" rid="B9">Dolinsky and Dyck, 2006</xref>). Moreover, AMPK can inactivate the phosphorylation of acetyl-Coenzyme A carboxylase 2 and reduce the inhibitory effect of malonyl CoA on carnitine acyltransferase 1 thereby promoting fatty acid oxidation (<xref ref-type="bibr" rid="B15">Herzig and Shaw, 2018</xref>). These reports confirm our results that activation of AMPK promotes fatty acid oxidation in hiPSC-CMs by inducing the expression of CPT-1, fatty acid transport protein (FATP), and fatty acid-binding protein (FABP).</p>
<p>Mitochondria are the site of oxidative phosphorylation (OxPhos). Increasing evidence shows that AMPK has specific regulatory effects on various aspects of mitochondrial biology and homeostasis (<xref ref-type="bibr" rid="B15">Herzig and Shaw, 2018</xref>). These effects include control of the number of mitochondria by stimulation of mitochondrial biogenesis, regulation of the shape of mitochondrial network, and control of the quality of mitochondria via autophagy and mitosis. Biogenesis of mitochondria is a response to increased energy consumption to produce more ATP (<xref ref-type="bibr" rid="B15">Herzig and Shaw, 2018</xref>). This observation is supported by an increase in mitochondrial biogenesis caused by continuous activation of AMPK (<xref ref-type="bibr" rid="B4">Bergeron et al., 2001</xref>). We used AICAR to induce AMPK activation in hiPSC-CMs. Our data indicate that AICAR significantly increased the OCR associated with basal respiration, ATP production, maximum respiration, and reserve capacity similar to an increase in the oxidative capacity of mature mitochondria indicating that cardiomyocytes were in a more mature metabolic state. These observations are consistent with recent reports (<xref ref-type="bibr" rid="B39">Rana et al., 2012</xref>; <xref ref-type="bibr" rid="B7">Correia et al., 2017</xref>). An increase in oxidative capacity may be related to an increase in the number of mitochondria, improvement of mitochondrial morphology (for example, enhancement of cristae development) and/or activity of the electron transport chain. An increase in the mtDNA/nDNA ratio also supports this possibility. The results of transmission electron microscopy showed that AICAR-treated hiPSC-CMs contain more mitochondria and manifest better mitochondrial morphology and mitochondrial content than those in the control. Our data indicate that activation of AMPK promotes mitochondrial fusion in hiPSC-CMs. When cells are under stress, mitochondrial respiratory reserve capacity is used to support an increase in energy demand thus assisting in the maintenance of cell and organ functions, cell repair, or detoxification of active substances (<xref ref-type="bibr" rid="B16">Hill et al., 2009</xref>). In hiPSC-CMs, AICAR treatment increased respiratory reserve capacity suggesting that the treated cells may perform better in the case of increased energy demand. Although AICAR-treated hiPSC-CMs are significantly more mature than control cells, it is important to recognize that the improvement in maturity is not complete. Therefore, changes in mitochondrial content are the key components of cardiomyocyte maturation during development (<xref ref-type="bibr" rid="B51">Yang et al., 2014a</xref>) and may contribute to an overall increase in mitochondrial oxidative phosphorylation. These results suggest that AMPK activation induces the expression of the downstream genes and promotes biogenesis and metabolic maturation of the mitochondria.</p>
<p>Previous studies have shown that hiPSCs can differentiate into cells with typical structural and functional characteristics of fetal cardiomyocytes; however, these cells are not sufficiently mature to be used as adult cardiomyocytes. Cardiomyocytes have different morphological characteristics at different stages. Mature cardiomyocytes have a large aspect ratio and are slender and rod-shaped, while hiPSC-CMs are mostly round (<xref ref-type="bibr" rid="B49">Wu et al., 2019</xref>). Our results showed that AICAR-treated hiPSC-CMs had an increased cell perimeter, decreased circularity index, and longer sarcomeres compared with those in the control group. The electron microscopy results showed that AICAR-treated hiPSC-CMs had more structured myofibrils. AICAR treatment changed cell morphology to more slender characteristics that are closer to that of adult cardiomyocytes. Considering that total differentiation and maturation time in our experiment was approximately 1 month, AICAR treatment may be a step forward in the timely maturation of hiPSC-CMs. Furthermore, hiPSC-CMs had low expression levels of important structural genes, such as MYH7, cTNI, and sarcoplasmic reticulum ATPase (<xref ref-type="bibr" rid="B8">Denning et al., 2016</xref>). The results of the present study demonstrated that AICAR treatment upregulated the expression of cardiac maturation-related genes. In general, our observations in combination with previous reports suggest that AICAR treatment can promote the maturation of hiPSC-CMs in cell morphology and gene expression (<xref ref-type="bibr" rid="B10">Drawnel et al., 2014</xref>).</p>
<p>In hiPSC-CMs, activation of AMPK induces a number of target genes that may promote maturation. Importantly, AICAR-treated hiPSC-CMs manifested a more mature phenotype than that in the control group in terms of mitochondrial oxidative metabolism, cell structure, and gene expression. Studies have reported that the maturation of CMs is characterized by structural, electrophysiological, and metabolic alterations together facilitating more efficient and increased function (<xref ref-type="bibr" rid="B29">Mills and Hudson, 2019</xref>). It is very important to maintain the activity and normal electrophysiological characteristics of differentiated cells. Electrophysiological characteristics are the manifestation of cell function. Although we have demonstrated that activation of AMPK by AICAR is an effective means to promote morphological and metabolic maturation of hiPSC-CMs, the effect of AMPK on electrophysiological maturation of hiPSC-CMs remain unclear. The limitation of this study is the failure to detect the changes of electrophysiological function. We will focus on the study of electrophysiological function in the future. For all that, activation of AMPK induces a number of target genes that may promote maturation in hiPSC-CMs. Importantly, AICAR-treated hiPSC-CMs manifested a more mature phenotype than that in the control group in terms of mitochondrial oxidative metabolism, cell structure, and gene expression. This study provides a foundation for subsequent clinical application of hiPSC-CMs and detailed investigation of cardiometabolic and regulatory mechanisms.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>JZ and JT contributed to the conception and design of the study. LYe carried out the experiments and drafted the manuscript. BT contributed to edit the figures. QY and HX organized the database. LYa and QZ carried out the sample collection. YZ, MX, and XZ contributed to the cells culture, reagent procurement, and management. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> The National Natural Science Foundation of China (Grant Nos. 81670270 and 81700250) supported this work.</p>
</fn>
</fn-group>
<ack>
<p>We thank Department of Pediatric Research Institute for their technical assistance.</p>
</ack>
<sec id="S9" sec-type="supplementary material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcell.2021.644667/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcell.2021.644667/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.TIF" id="FS1" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 1</label>
<caption><p>Characterization of human induced pluripotent stem cells (hiPSCs) and hiPSC-derived cardiomyocytes (hiPSC-CMs). <bold>(A)</bold> Scheme of the process of hiPSCs differentiation into cardiomyocytes. <bold>(B)</bold> Microscopic image showed hiPSCs growth as colonies (a). Microscopic image showing hiPSC-CMs growth as a monolayer (b). <bold>(C)</bold> The efficiency of cardiac differentiation after metabolic purification was 92.8% measured by flow cytometry for cTnT positive on day 20 cells. <bold>(D)</bold> Immunofluorescence staining indicated that hiPSCs express the pluripotent stem cell-specific markers Nanog (green) and Sox2 (green). Nuclei were stained with DAPI (blue). Scale bar, 50 &#x03BC;m. <bold>(E)</bold> Immunofluorescence staining indicated that hiPSC-CMs express the cardiomyocyte-specific markers &#x03B1;-actinin (green), Cx43 (green), and cTnT (red). Nuclei are stained with DAPI (blue). Scale bar, 20 &#x03BC;m. <bold>(F)</bold> Immunofluorescence staining indicated that hiPSC-CMs express the ventricular CMs-specific markers MLC2v (red), and atrial CMs-specific markers MLC2a (green). Nuclei were stained with DAPI (blue). Scale bar, 100 &#x03BC;m.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.TIF" id="FS2" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 2</label>
<caption><p><bold>(A)</bold> Immunofluorescence staining indicates that hiPSC-CMs express the cardiomyocyte-specific markers &#x03B1;-actinin (green). Nuclei were stained with DAPI (blue). Scale bar, 20 &#x03BC;m. <bold>(B)</bold> Immunofluorescence staining indicates that hiPSC-CMs express the cardiomyocyte-specific markers TNNI3 (green). Nuclei were stained with DAPI (blue). Scale bar, 50 &#x03BC;m. <bold>(C)</bold> Immunofluorescence staining indicates that hiPSC-CMs express the cardiomyocyte-specific markers MYH7 (red). Nuclei were stained with DAPI (blue). Scale bar, 20 &#x03BC;m. <bold>(D)</bold> MitoTracker green was used to investigate the changes in mitochondrial morphology in hiPSC-CMs treated with AICAR or control. Nuclei were stained with DAPI (blue). Scale bar, 20 &#x03BC;m.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 1</label>
<caption><p>Primer sequences for Quantitative Real-time PCR.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_2.docx" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 2</label>
<caption><p>The antibodies used for Immunofluorescence and Western blot.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Video_1.MP4" id="VS1" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Video 1</label>
<caption><p>hiPSC-CMs began spontaneous contraction after 8 days of differentiation (day 8).</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Video_2.MP4" id="VS2" mimetype="video/mp4" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Video 2</label>
<caption><p>hiPSC-CMs were purified, digested, and replated. hiPSC-CMs began rhythmic and steady contraction (day 23).</p></caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahmed</surname> <given-names>R. E.</given-names></name> <name><surname>Anzai</surname> <given-names>T.</given-names></name> <name><surname>Chanthra</surname> <given-names>N.</given-names></name> <name><surname>Uosaki</surname> <given-names>H.</given-names></name></person-group> (<year>2020</year>). <article-title>A brief review of current maturation methods for human induced pluripotent stem cells-derived cardiomyocytes.</article-title> <source><italic>Front. Cell Dev. Biol.</italic></source> <volume>8</volume>:<issue>178</issue>. <pub-id pub-id-type="doi">10.3389/fcell.2020.00178</pub-id> <pub-id pub-id-type="pmid">32266260</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alaynick</surname> <given-names>W. A.</given-names></name></person-group> (<year>2008</year>). <article-title>Nuclear receptors, mitochondria and lipid metabolism.</article-title> <source><italic>Mitochondrion</italic></source> <volume>8</volume> <fpage>329</fpage>&#x2013;<lpage>337</lpage>. <pub-id pub-id-type="doi">10.1016/j.mito.2008.02.001</pub-id> <pub-id pub-id-type="pmid">18375192</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arad</surname> <given-names>M.</given-names></name> <name><surname>Seidman</surname> <given-names>C. E.</given-names></name> <name><surname>Seidman</surname> <given-names>J. G.</given-names></name></person-group> (<year>2007</year>). <article-title>AMP-activated protein kinase in the heart: role during health and disease.</article-title> <source><italic>Circ. Res.</italic></source> <volume>100</volume> <fpage>474</fpage>&#x2013;<lpage>488</lpage>. <pub-id pub-id-type="doi">10.1161/01.RES.0000258446.23525.37</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bergeron</surname> <given-names>R.</given-names></name> <name><surname>Ren</surname> <given-names>J. M.</given-names></name> <name><surname>Cadman</surname> <given-names>K. S.</given-names></name> <name><surname>Moore</surname> <given-names>I. K.</given-names></name> <name><surname>Perret</surname> <given-names>P.</given-names></name> <name><surname>Pypaert</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2001</year>). <article-title>Chronic activation of AMP kinase results in NRF-1 activation and mitochondrial biogenesis.</article-title> <source><italic>Am. J. Physiol. Endocrinol. Metab.</italic></source> <volume>281</volume> <fpage>E1340</fpage>&#x2013;<lpage>E1346</lpage>. <pub-id pub-id-type="doi">10.1152/ajpendo.2001.281.6.E1340</pub-id> <pub-id pub-id-type="pmid">11701451</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cliff</surname> <given-names>T. S.</given-names></name> <name><surname>Dalton</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Metabolic switching and cell fate decisions: implications for pluripotency, reprogramming and development.</article-title> <source><italic>Curr. Opin. Genet. Dev.</italic></source> <volume>46</volume> <fpage>44</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1016/j.gde.2017.06.008</pub-id> <pub-id pub-id-type="pmid">28662447</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Colasante</surname> <given-names>C.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name> <name><surname>Ahlemeyer</surname> <given-names>B.</given-names></name> <name><surname>Baumgart-Vogt</surname> <given-names>E.</given-names></name></person-group> (<year>2015</year>). <article-title>Peroxisomes in cardiomyocytes and the peroxisome / peroxisome proliferator-activated receptor-loop.</article-title> <source><italic>Thromb. Haemost.</italic></source> <volume>113</volume> <fpage>452</fpage>&#x2013;<lpage>463</lpage>. <pub-id pub-id-type="doi">10.1160/TH14-06-0497</pub-id> <pub-id pub-id-type="pmid">25608554</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Correia</surname> <given-names>C.</given-names></name> <name><surname>Koshkin</surname> <given-names>A.</given-names></name> <name><surname>Duarte</surname> <given-names>P.</given-names></name> <name><surname>Hu</surname> <given-names>D.</given-names></name> <name><surname>Teixeira</surname> <given-names>A.</given-names></name> <name><surname>Domian</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Distinct carbon sources affect structural and functional maturation of cardiomyocytes derived from human pluripotent stem cells.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>7</volume>:<issue>8590</issue>. <pub-id pub-id-type="doi">10.1038/s41598-017-08713-4</pub-id> <pub-id pub-id-type="pmid">28819274</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denning</surname> <given-names>C.</given-names></name> <name><surname>Borgdorff</surname> <given-names>V.</given-names></name> <name><surname>Crutchley</surname> <given-names>J.</given-names></name> <name><surname>Firth</surname> <given-names>K. S.</given-names></name> <name><surname>George</surname> <given-names>V.</given-names></name> <name><surname>Kalra</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Cardiomyocytes from human pluripotent stem cells: from laboratory curiosity to industrial biomedical platform.</article-title> <source><italic>Biochim. Biophys. Acta</italic></source> <volume>1863(7 Pt B)</volume> <fpage>1728</fpage>&#x2013;<lpage>1748</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbamcr.2015.10.014</pub-id> <pub-id pub-id-type="pmid">26524115</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dolinsky</surname> <given-names>V. W.</given-names></name> <name><surname>Dyck</surname> <given-names>J. R.</given-names></name></person-group> (<year>2006</year>). <article-title>Role of AMP-activated protein kinase in healthy and diseased hearts.</article-title> <source><italic>Am. J. Physiol. Heart Circ. Physiol.</italic></source> <volume>291</volume> <fpage>H2557</fpage>&#x2013;<lpage>H2569</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.00329.2006</pub-id> <pub-id pub-id-type="pmid">16844922</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drawnel</surname> <given-names>F. M.</given-names></name> <name><surname>Boccardo</surname> <given-names>S.</given-names></name> <name><surname>Prummer</surname> <given-names>M.</given-names></name> <name><surname>Delobel</surname> <given-names>F.</given-names></name> <name><surname>Graff</surname> <given-names>A.</given-names></name> <name><surname>Weber</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Disease modeling and phenotypic drug screening for diabetic cardiomyopathy using human induced pluripotent stem cells.</article-title> <source><italic>Cell Rep.</italic></source> <volume>9</volume> <fpage>810</fpage>&#x2013;<lpage>821</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2014.09.055</pub-id> <pub-id pub-id-type="pmid">25437537</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gnecchi</surname> <given-names>M.</given-names></name> <name><surname>Stefanello</surname> <given-names>M.</given-names></name> <name><surname>Mura</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Induced pluripotent stem cell technology: toward the future of cardiac arrhythmias.</article-title> <source><italic>Int. J. Cardiol.</italic></source> <volume>237</volume> <fpage>49</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijcard.2017.03.085</pub-id> <pub-id pub-id-type="pmid">28408106</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gu</surname> <given-names>W.</given-names></name> <name><surname>Gaeta</surname> <given-names>X.</given-names></name> <name><surname>Sahakyan</surname> <given-names>A.</given-names></name> <name><surname>Chan</surname> <given-names>A. B.</given-names></name> <name><surname>Hong</surname> <given-names>C. S.</given-names></name> <name><surname>Kim</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Glycolytic metabolism plays a functional role in regulating human pluripotent stem cell state.</article-title> <source><italic>Cell Stem Cell</italic></source> <volume>19</volume> <fpage>476</fpage>&#x2013;<lpage>490</lpage>. <pub-id pub-id-type="doi">10.1016/j.stem.2016.08.008</pub-id> <pub-id pub-id-type="pmid">27618217</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guan</surname> <given-names>X.</given-names></name> <name><surname>Mack</surname> <given-names>D. L.</given-names></name> <name><surname>Moreno</surname> <given-names>C. M.</given-names></name> <name><surname>Strande</surname> <given-names>J. L.</given-names></name> <name><surname>Mathieu</surname> <given-names>J.</given-names></name> <name><surname>Shi</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Dystrophin-deficient cardiomyocytes derived from human urine: new biologic reagents for drug discovery.</article-title> <source><italic>Stem Cell Res.</italic></source> <volume>12</volume> <fpage>467</fpage>&#x2013;<lpage>480</lpage>. <pub-id pub-id-type="doi">10.1016/j.scr.2013.12.004</pub-id> <pub-id pub-id-type="pmid">24434629</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hattori</surname> <given-names>F.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Yamashita</surname> <given-names>H.</given-names></name> <name><surname>Tohyama</surname> <given-names>S.</given-names></name> <name><surname>Satoh</surname> <given-names>Y. S.</given-names></name> <name><surname>Yuasa</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Nongenetic method for purifying stem cell-derived cardiomyocytes.</article-title> <source><italic>Nat. Methods</italic></source> <volume>7</volume> <fpage>61</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1403</pub-id> <pub-id pub-id-type="pmid">19946277</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herzig</surname> <given-names>S.</given-names></name> <name><surname>Shaw</surname> <given-names>R. J.</given-names></name></person-group> (<year>2018</year>). <article-title>AMPK: guardian of metabolism and mitochondrial homeostasis.</article-title> <source><italic>Nat. Rev. Mol. Cell Biol.</italic></source> <volume>19</volume> <fpage>121</fpage>&#x2013;<lpage>135</lpage>. <pub-id pub-id-type="doi">10.1038/nrm.2017.95</pub-id> <pub-id pub-id-type="pmid">28974774</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hill</surname> <given-names>B. G.</given-names></name> <name><surname>Dranka</surname> <given-names>B. P.</given-names></name> <name><surname>Zou</surname> <given-names>L.</given-names></name> <name><surname>Chatham</surname> <given-names>J. C.</given-names></name> <name><surname>Darley-Usmar</surname> <given-names>V. M.</given-names></name></person-group> (<year>2009</year>). <article-title>Importance of the bioenergetic reserve capacity in response to cardiomyocyte stress induced by 4-hydroxynonenal.</article-title> <source><italic>Biochem. J.</italic></source> <volume>424</volume> <fpage>99</fpage>&#x2013;<lpage>107</lpage>. <pub-id pub-id-type="doi">10.1042/BJ20090934</pub-id> <pub-id pub-id-type="pmid">19740075</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoque</surname> <given-names>A.</given-names></name> <name><surname>Sivakumaran</surname> <given-names>P.</given-names></name> <name><surname>Bond</surname> <given-names>S. T.</given-names></name> <name><surname>Ling</surname> <given-names>N. X. Y.</given-names></name> <name><surname>Kong</surname> <given-names>A. M.</given-names></name> <name><surname>Scott</surname> <given-names>J. W.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Mitochondrial fission protein Drp1 inhibition promotes cardiac mesodermal differentiation of human pluripotent stem cells.</article-title> <source><italic>Cell Death Discov.</italic></source> <volume>4</volume>:<issue>39</issue>. <pub-id pub-id-type="doi">10.1038/s41420-018-0042-9</pub-id> <pub-id pub-id-type="pmid">29531836</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Horikoshi</surname> <given-names>Y.</given-names></name> <name><surname>Yan</surname> <given-names>Y.</given-names></name> <name><surname>Terashvili</surname> <given-names>M.</given-names></name> <name><surname>Wells</surname> <given-names>C.</given-names></name> <name><surname>Horikoshi</surname> <given-names>H.</given-names></name> <name><surname>Fujita</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Fatty acid-treated induced pluripotent stem cell-derived human cardiomyocytes exhibit adult cardiomyocyte-like energy metabolism phenotypes.</article-title> <source><italic>Cells</italic></source> <volume>8</volume>:<issue>1095</issue>. <pub-id pub-id-type="doi">10.3390/cells8091095</pub-id> <pub-id pub-id-type="pmid">31533262</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ibanez</surname> <given-names>B.</given-names></name> <name><surname>James</surname> <given-names>S.</given-names></name> <name><surname>Agewall</surname> <given-names>S.</given-names></name> <name><surname>Antunes</surname> <given-names>M. J.</given-names></name> <name><surname>Bucciarelli-Ducci</surname> <given-names>C.</given-names></name> <name><surname>Bueno</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>2017 ESC guidelines for the management of acute myocardial infarction in patients presenting with ST-segment elevation: the task force for the management of acute myocardial infarction in patients presenting with ST-segment elevation of the European Society of Cardiology (ESC).</article-title> <source><italic>Eur. Heart J.</italic></source> <volume>39</volume> <fpage>119</fpage>&#x2013;<lpage>177</lpage>. <pub-id pub-id-type="doi">10.1093/eurheartj/ehx393</pub-id> <pub-id pub-id-type="pmid">28886621</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Park</surname> <given-names>P.</given-names></name> <name><surname>Hong</surname> <given-names>S. M.</given-names></name> <name><surname>Ban</surname> <given-names>K.</given-names></name></person-group> (<year>2018</year>). <article-title>Maturation of cardiomyocytes derived from human pluripotent stem cells: current strategies and limitations.</article-title> <source><italic>Mol. Cells</italic></source> <volume>41</volume> <fpage>613</fpage>&#x2013;<lpage>621</lpage>. <pub-id pub-id-type="doi">10.14348/molcells.2018.0143</pub-id> <pub-id pub-id-type="pmid">29890820</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kamakura</surname> <given-names>T.</given-names></name> <name><surname>Makiyama</surname> <given-names>T.</given-names></name> <name><surname>Sasaki</surname> <given-names>K.</given-names></name> <name><surname>Yoshida</surname> <given-names>Y.</given-names></name> <name><surname>Wuriyanghai</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Ultrastructural maturation of human-induced pluripotent stem cell-derived cardiomyocytes in a long-term culture.</article-title> <source><italic>Circ. J.</italic></source> <volume>77</volume> <fpage>1307</fpage>&#x2013;<lpage>1314</lpage>. <pub-id pub-id-type="doi">10.1253/circj.cj-12-0987</pub-id> <pub-id pub-id-type="pmid">23400258</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ke</surname> <given-names>R.</given-names></name> <name><surname>Xu</surname> <given-names>Q.</given-names></name> <name><surname>Li</surname> <given-names>C.</given-names></name> <name><surname>Luo</surname> <given-names>L.</given-names></name> <name><surname>Huang</surname> <given-names>D.</given-names></name></person-group> (<year>2018</year>). <article-title>Mechanisms of AMPK in the maintenance of ATP balance during energy metabolism.</article-title> <source><italic>Cell Biol. Int.</italic></source> <volume>42</volume> <fpage>384</fpage>&#x2013;<lpage>392</lpage>. <pub-id pub-id-type="doi">10.1002/cbin.10915</pub-id> <pub-id pub-id-type="pmid">29205673</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khacho</surname> <given-names>M.</given-names></name> <name><surname>Slack</surname> <given-names>R. S.</given-names></name></person-group> (<year>2017</year>). <article-title>Mitochondrial activity in the regulation of stem cell self-renewal and differentiation.</article-title> <source><italic>Curr. Opin. Cell Biol.</italic></source> <volume>49</volume> <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.ceb.2017.11.003</pub-id> <pub-id pub-id-type="pmid">29175320</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>C.</given-names></name> <name><surname>Wong</surname> <given-names>J.</given-names></name> <name><surname>Wen</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>S.</given-names></name> <name><surname>Wang</surname> <given-names>C.</given-names></name> <name><surname>Spiering</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Studying arrhythmogenic right ventricular dysplasia with patient-specific iPSCs.</article-title> <source><italic>Nature</italic></source> <volume>494</volume> <fpage>105</fpage>&#x2013;<lpage>110</lpage>. <pub-id pub-id-type="doi">10.1038/nature11799</pub-id> <pub-id pub-id-type="pmid">23354045</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kolwicz</surname> <given-names>S. C.</given-names> <suffix>Jr.</suffix></name> <name><surname>Purohit</surname> <given-names>S.</given-names></name> <name><surname>Tian</surname> <given-names>R.</given-names></name></person-group> (<year>2013</year>). <article-title>Cardiac metabolism and its interactions with contraction, growth, and survival of cardiomyocytes.</article-title> <source><italic>Circ. Res.</italic></source> <volume>113</volume> <fpage>603</fpage>&#x2013;<lpage>616</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.113.302095</pub-id> <pub-id pub-id-type="pmid">23948585</pub-id></citation></ref>
<ref id="B26"><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 via temporal modulation of canonical Wnt signaling.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A</italic></source> <volume>109</volume> <fpage>E1848</fpage>&#x2013;<lpage>E1857</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1200250109</pub-id> <pub-id pub-id-type="pmid">22645348</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>S. C.</given-names></name> <name><surname>Hardie</surname> <given-names>D. G.</given-names></name></person-group> (<year>2018</year>). <article-title>AMPK: sensing glucose as well as cellular energy status.</article-title> <source><italic>Cell Metab.</italic></source> <volume>27</volume> <fpage>299</fpage>&#x2013;<lpage>313</lpage>. <pub-id pub-id-type="doi">10.1016/j.cmet.2017.10.009</pub-id> <pub-id pub-id-type="pmid">29153408</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Bai</surname> <given-names>H.</given-names></name> <name><surname>Guo</surname> <given-names>F.</given-names></name> <name><surname>Thai</surname> <given-names>P. N.</given-names></name> <name><surname>Luo</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>PGC-1alpha activator ZLN005 promotes maturation of cardiomyocytes derived from human embryonic stem cells.</article-title> <source><italic>Aging (Albany NY)</italic></source> <volume>12</volume> <fpage>7411</fpage>&#x2013;<lpage>7430</lpage>. <pub-id pub-id-type="doi">10.18632/aging.103088</pub-id> <pub-id pub-id-type="pmid">32343674</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mills</surname> <given-names>R. J.</given-names></name> <name><surname>Hudson</surname> <given-names>J. E.</given-names></name></person-group> (<year>2019</year>). <article-title>Bioengineering adult human heart tissue: How close are we?</article-title> <source><italic>APL Bioeng.</italic></source> <volume>3</volume>:<issue>010901</issue>. <pub-id pub-id-type="doi">10.1063/1.5070106</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moussaieff</surname> <given-names>A.</given-names></name> <name><surname>Kogan</surname> <given-names>N. M.</given-names></name> <name><surname>Aberdam</surname> <given-names>D.</given-names></name></person-group> (<year>2015</year>). <article-title>Concise review: energy metabolites: key mediators of the epigenetic state of pluripotency.</article-title> <source><italic>Stem Cells</italic></source> <volume>33</volume> <fpage>2374</fpage>&#x2013;<lpage>2380</lpage>. <pub-id pub-id-type="doi">10.1002/stem.2041</pub-id> <pub-id pub-id-type="pmid">25873344</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mummery</surname> <given-names>C. L.</given-names></name></person-group> (<year>2018</year>). <article-title>Perspectives on the use of human induced pluripotent stem cell-derived cardiomyocytes in biomedical research.</article-title> <source><italic>Stem Cell Reports</italic></source> <volume>11</volume> <fpage>1306</fpage>&#x2013;<lpage>1311</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2018.11.011</pub-id> <pub-id pub-id-type="pmid">30540958</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Musunuru</surname> <given-names>K.</given-names></name> <name><surname>Sheikh</surname> <given-names>F.</given-names></name> <name><surname>Gupta</surname> <given-names>R. M.</given-names></name> <name><surname>Houser</surname> <given-names>S. R.</given-names></name> <name><surname>Maher</surname> <given-names>K. O.</given-names></name> <name><surname>Milan</surname> <given-names>D. J.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Induced pluripotent stem cells for cardiovascular disease modeling and precision medicine: a scientific statement from the American Heart Association.</article-title> <source><italic>Circ. Genom. Precis. Med.</italic></source> <volume>11</volume>:<issue>e000043</issue>. <pub-id pub-id-type="doi">10.1161/HCG.0000000000000043</pub-id> <pub-id pub-id-type="pmid">29874173</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nguyen</surname> <given-names>P. K.</given-names></name> <name><surname>Rhee</surname> <given-names>J. W.</given-names></name> <name><surname>Wu</surname> <given-names>J. C.</given-names></name></person-group> (<year>2016</year>). <article-title>Adult stem cell therapy and heart failure, 2000 to 2016: a systematic review.</article-title> <source><italic>JAMA Cardiol.</italic></source> <volume>1</volume> <fpage>831</fpage>&#x2013;<lpage>841</lpage>. <pub-id pub-id-type="doi">10.1001/jamacardio.2016.2225</pub-id> <pub-id pub-id-type="pmid">27557438</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nose</surname> <given-names>N.</given-names></name> <name><surname>Werner</surname> <given-names>R. A.</given-names></name> <name><surname>Ueda</surname> <given-names>Y.</given-names></name> <name><surname>Gunther</surname> <given-names>K.</given-names></name> <name><surname>Lapa</surname> <given-names>C.</given-names></name> <name><surname>Javadi</surname> <given-names>M. S.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Metabolic substrate shift in human induced pluripotent stem cells during cardiac differentiation: functional assessment using in vitro radionuclide uptake assay.</article-title> <source><italic>Int. J. Cardiol.</italic></source> <volume>269</volume> <fpage>229</fpage>&#x2013;<lpage>234</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijcard.2018.06.089</pub-id> <pub-id pub-id-type="pmid">30224033</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Parikh</surname> <given-names>S. S.</given-names></name> <name><surname>Blackwell</surname> <given-names>D. J.</given-names></name> <name><surname>Gomez-Hurtado</surname> <given-names>N.</given-names></name> <name><surname>Frisk</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Kim</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Thyroid and glucocorticoid hormones promote functional T-tubule development in human-induced pluripotent stem cell-derived cardiomyocytes.</article-title> <source><italic>Circ. Res.</italic></source> <volume>121</volume> <fpage>1323</fpage>&#x2013;<lpage>1330</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.117.311920</pub-id> <pub-id pub-id-type="pmid">28974554</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Piquereau</surname> <given-names>J.</given-names></name> <name><surname>Caffin</surname> <given-names>F.</given-names></name> <name><surname>Novotova</surname> <given-names>M.</given-names></name> <name><surname>Lemaire</surname> <given-names>C.</given-names></name> <name><surname>Veksler</surname> <given-names>V.</given-names></name> <name><surname>Garnier</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Mitochondrial dynamics in the adult cardiomyocytes: which roles for a highly specialized cell?</article-title> <source><italic>Front. Physiol.</italic></source> <volume>4</volume>:<issue>102</issue>. <pub-id pub-id-type="doi">10.3389/fphys.2013.00102</pub-id> <pub-id pub-id-type="pmid">23675354</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prigione</surname> <given-names>A.</given-names></name> <name><surname>Fauler</surname> <given-names>B.</given-names></name> <name><surname>Lurz</surname> <given-names>R.</given-names></name> <name><surname>Lehrach</surname> <given-names>H.</given-names></name> <name><surname>Adjaye</surname> <given-names>J.</given-names></name></person-group> (<year>2010</year>). <article-title>The senescence-related mitochondrial/oxidative stress pathway is repressed in human induced pluripotent stem cells.</article-title> <source><italic>Stem Cells</italic></source> <volume>28</volume> <fpage>721</fpage>&#x2013;<lpage>733</lpage>. <pub-id pub-id-type="doi">10.1002/stem.404</pub-id> <pub-id pub-id-type="pmid">20201066</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qi</surname> <given-names>D.</given-names></name> <name><surname>Young</surname> <given-names>L. H.</given-names></name></person-group> (<year>2015</year>). <article-title>AMPK: energy sensor and survival mechanism in the ischemic heart.</article-title> <source><italic>Trends Endocrinol. Metab.</italic></source> <volume>26</volume> <fpage>422</fpage>&#x2013;<lpage>429</lpage>. <pub-id pub-id-type="doi">10.1016/j.tem.2015.05.010</pub-id> <pub-id pub-id-type="pmid">26160707</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rana</surname> <given-names>P.</given-names></name> <name><surname>Anson</surname> <given-names>B.</given-names></name> <name><surname>Engle</surname> <given-names>S.</given-names></name> <name><surname>Will</surname> <given-names>Y.</given-names></name></person-group> (<year>2012</year>). <article-title>Characterization of human-induced pluripotent stem cell-derived cardiomyocytes: bioenergetics and utilization in safety screening.</article-title> <source><italic>Toxicol. Sci.</italic></source> <volume>130</volume> <fpage>117</fpage>&#x2013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1093/toxsci/kfs233</pub-id> <pub-id pub-id-type="pmid">22843568</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Robertson</surname> <given-names>C.</given-names></name> <name><surname>Tran</surname> <given-names>D. D.</given-names></name> <name><surname>George</surname> <given-names>S. C.</given-names></name></person-group> (<year>2013</year>). <article-title>Concise review: maturation phases of human pluripotent stem cell-derived cardiomyocytes.</article-title> <source><italic>Stem Cells</italic></source> <volume>31</volume> <fpage>829</fpage>&#x2013;<lpage>837</lpage>. <pub-id pub-id-type="doi">10.1002/stem.1331</pub-id> <pub-id pub-id-type="pmid">23355363</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ronaldson-Bouchard</surname> <given-names>K.</given-names></name> <name><surname>Ma</surname> <given-names>S. P.</given-names></name> <name><surname>Yeager</surname> <given-names>K.</given-names></name> <name><surname>Chen</surname> <given-names>T.</given-names></name> <name><surname>Song</surname> <given-names>L.</given-names></name> <name><surname>Sirabella</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Advanced maturation of human cardiac tissue grown from pluripotent stem cells.</article-title> <source><italic>Nature</italic></source> <volume>556</volume> <fpage>239</fpage>&#x2013;<lpage>243</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-018-0016-3</pub-id> <pub-id pub-id-type="pmid">29618819</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarikhani</surname> <given-names>M.</given-names></name> <name><surname>Garbern</surname> <given-names>J. C.</given-names></name> <name><surname>Ma</surname> <given-names>S.</given-names></name> <name><surname>Sereda</surname> <given-names>R.</given-names></name> <name><surname>Conde</surname> <given-names>J.</given-names></name> <name><surname>Krahenbuhl</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Sustained activation of AMPK enhances differentiation of human iPSC-derived cardiomyocytes via sirtuin activation.</article-title> <source><italic>Stem Cell Reports</italic></source> <volume>15</volume> <fpage>498</fpage>&#x2013;<lpage>514</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2020.06.012</pub-id> <pub-id pub-id-type="pmid">32649901</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname> <given-names>A.</given-names></name> <name><surname>Li</surname> <given-names>G.</given-names></name> <name><surname>Rajarajan</surname> <given-names>K.</given-names></name> <name><surname>Hamaguchi</surname> <given-names>R.</given-names></name> <name><surname>Burridge</surname> <given-names>P. W.</given-names></name> <name><surname>Wu</surname> <given-names>S. M.</given-names></name></person-group> (<year>2015</year>). <article-title>Derivation of highly purified cardiomyocytes from human induced pluripotent stem cells using small molecule-modulated differentiation and subsequent glucose starvation.</article-title> <source><italic>J. Vis. Exp.</italic></source> <volume>97</volume>:<issue>52628</issue>. <pub-id pub-id-type="doi">10.3791/52628</pub-id> <pub-id pub-id-type="pmid">25867738</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shum</surname> <given-names>L. C.</given-names></name> <name><surname>White</surname> <given-names>N. S.</given-names></name> <name><surname>Mills</surname> <given-names>B. N.</given-names></name> <name><surname>Bentley</surname> <given-names>K. L.</given-names></name> <name><surname>Eliseev</surname> <given-names>R. A.</given-names></name></person-group> (<year>2016</year>). <article-title>Energy metabolism in mesenchymal stem cells during osteogenic differentiation.</article-title> <source><italic>Stem Cells Dev.</italic></source> <volume>25</volume> <fpage>114</fpage>&#x2013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.1089/scd.2015.0193</pub-id> <pub-id pub-id-type="pmid">26487485</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snir</surname> <given-names>M.</given-names></name> <name><surname>Kehat</surname> <given-names>I.</given-names></name> <name><surname>Gepstein</surname> <given-names>A.</given-names></name> <name><surname>Coleman</surname> <given-names>R.</given-names></name> <name><surname>Itskovitz-Eldor</surname> <given-names>J.</given-names></name> <name><surname>Livne</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Assessment of the ultrastructural and proliferative properties of human embryonic stem cell-derived cardiomyocytes.</article-title> <source><italic>Am. J. Physiol. Heart Circ. Physiol.</italic></source> <volume>285</volume> <fpage>H2355</fpage>&#x2013;<lpage>H2363</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.00020.2003</pub-id> <pub-id pub-id-type="pmid">14613910</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ulmer</surname> <given-names>B. M.</given-names></name> <name><surname>Stoehr</surname> <given-names>A.</given-names></name> <name><surname>Schulze</surname> <given-names>M. L.</given-names></name> <name><surname>Patel</surname> <given-names>S.</given-names></name> <name><surname>Gucek</surname> <given-names>M.</given-names></name> <name><surname>Mannhardt</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Contractile work contributes to maturation of energy metabolism in hiPSC-derived cardiomyocytes.</article-title> <source><italic>Stem Cell Reports</italic></source> <volume>10</volume> <fpage>834</fpage>&#x2013;<lpage>847</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2018.01.039</pub-id> <pub-id pub-id-type="pmid">29503093</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Varum</surname> <given-names>S.</given-names></name> <name><surname>Rodrigues</surname> <given-names>A. S.</given-names></name> <name><surname>Moura</surname> <given-names>M. B.</given-names></name> <name><surname>Momcilovic</surname> <given-names>O.</given-names></name> <name><surname>Easley</surname> <given-names>C. A. T.</given-names></name> <name><surname>Ramalho-Santos</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Energy metabolism in human pluripotent stem cells and their differentiated counterparts.</article-title> <source><italic>PLoS One</italic></source> <volume>6</volume>:<issue>e20914</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0020914</pub-id> <pub-id pub-id-type="pmid">21698063</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Writing Group</surname> <given-names>M.</given-names></name> <name><surname>Mozaffarian</surname> <given-names>D.</given-names></name> <name><surname>Benjamin</surname> <given-names>E. J.</given-names></name> <name><surname>Go</surname> <given-names>A. S.</given-names></name> <name><surname>Arnett</surname> <given-names>D. K.</given-names></name> <name><surname>Blaha</surname> <given-names>M. J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Heart disease and stroke statistics-2016 update: a report from the American Heart Association.</article-title> <source><italic>Circulation</italic></source> <volume>133</volume> <fpage>e38</fpage>&#x2013;<lpage>e360</lpage>. <pub-id pub-id-type="doi">10.1161/CIR.0000000000000350</pub-id> <pub-id pub-id-type="pmid">26673558</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>J. C.</given-names></name> <name><surname>Garg</surname> <given-names>P.</given-names></name> <name><surname>Yoshida</surname> <given-names>Y.</given-names></name> <name><surname>Yamanaka</surname> <given-names>S.</given-names></name> <name><surname>Gepstein</surname> <given-names>L.</given-names></name> <name><surname>Hulot</surname> <given-names>J. S.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Towards precision medicine with human iPSCs for cardiac channelopathies.</article-title> <source><italic>Circ. Res.</italic></source> <volume>125</volume> <fpage>653</fpage>&#x2013;<lpage>658</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.119.315209</pub-id> <pub-id pub-id-type="pmid">31465267</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>X. Q.</given-names></name> <name><surname>Soo</surname> <given-names>S. Y.</given-names></name> <name><surname>Sun</surname> <given-names>W.</given-names></name> <name><surname>Zweigerdt</surname> <given-names>R.</given-names></name></person-group> (<year>2009</year>). <article-title>Global expression profile of highly enriched cardiomyocytes derived from human embryonic stem cells.</article-title> <source><italic>Stem Cells</italic></source> <volume>27</volume> <fpage>2163</fpage>&#x2013;<lpage>2174</lpage>. <pub-id pub-id-type="doi">10.1002/stem.166</pub-id> <pub-id pub-id-type="pmid">19658189</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>X.</given-names></name> <name><surname>Pabon</surname> <given-names>L.</given-names></name> <name><surname>Murry</surname> <given-names>C. E.</given-names></name></person-group> (<year>2014a</year>). <article-title>Engineering adolescence: maturation of human pluripotent stem cell-derived cardiomyocytes.</article-title> <source><italic>Circ. Res.</italic></source> <volume>114</volume> <fpage>511</fpage>&#x2013;<lpage>523</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.114.300558</pub-id> <pub-id pub-id-type="pmid">24481842</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>X.</given-names></name> <name><surname>Rodriguez</surname> <given-names>M. L.</given-names></name> <name><surname>Leonard</surname> <given-names>A.</given-names></name> <name><surname>Sun</surname> <given-names>L.</given-names></name> <name><surname>Fischer</surname> <given-names>K. A.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Fatty acids enhance the maturation of cardiomyocytes derived from human pluripotent stem cells.</article-title> <source><italic>Stem Cell Reports</italic></source> <volume>13</volume> <fpage>657</fpage>&#x2013;<lpage>668</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2019.08.013</pub-id> <pub-id pub-id-type="pmid">31564645</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>X.</given-names></name> <name><surname>Rodriguez</surname> <given-names>M.</given-names></name> <name><surname>Pabon</surname> <given-names>L.</given-names></name> <name><surname>Fischer</surname> <given-names>K. A.</given-names></name> <name><surname>Reinecke</surname> <given-names>H.</given-names></name> <name><surname>Regnier</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2014b</year>). <article-title>Tri-iodo-l-thyronine promotes the maturation of human cardiomyocytes-derived from induced pluripotent stem cells.</article-title> <source><italic>J. Mol. Cell Cardiol.</italic></source> <volume>72</volume> <fpage>296</fpage>&#x2013;<lpage>304</lpage>. <pub-id pub-id-type="doi">10.1016/j.yjmcc.2014.04.005</pub-id> <pub-id pub-id-type="pmid">24735830</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yoshida</surname> <given-names>Y.</given-names></name> <name><surname>Yamanaka</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Induced pluripotent stem cells 10 years later: for cardiac applications.</article-title> <source><italic>Circ. Res.</italic></source> <volume>120</volume> <fpage>1958</fpage>&#x2013;<lpage>1968</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCRESAHA.117.311080</pub-id> <pub-id pub-id-type="pmid">28596174</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>H.</given-names></name> <name><surname>Lu</surname> <given-names>K.</given-names></name> <name><surname>Zhu</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>Stem cell therapy for ischemic heart diseases.</article-title> <source><italic>Br. Med. Bull.</italic></source> <volume>121</volume> <fpage>135</fpage>&#x2013;<lpage>154</lpage>. <pub-id pub-id-type="doi">10.1093/bmb/ldw059</pub-id> <pub-id pub-id-type="pmid">28164211</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>J.</given-names></name> <name><surname>Khvorostov</surname> <given-names>I.</given-names></name> <name><surname>Hong</surname> <given-names>J. S.</given-names></name> <name><surname>Oktay</surname> <given-names>Y.</given-names></name> <name><surname>Vergnes</surname> <given-names>L.</given-names></name> <name><surname>Nuebel</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>UCP2 regulates energy metabolism and differentiation potential of human pluripotent stem cells.</article-title> <source><italic>EMBO J.</italic></source> <volume>35</volume>:<issue>899</issue>. <pub-id pub-id-type="doi">10.15252/embj.201694054</pub-id> <pub-id pub-id-type="pmid">27084758</pub-id></citation></ref>
</ref-list>
</back>
</article>