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Sozen B, Tam PPL, Pera MF. Pluripotent cell states and fates in human embryo models. Development 2025; 152:dev204565. [PMID: 40171916 PMCID: PMC11993252 DOI: 10.1242/dev.204565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2025]
Abstract
Pluripotency, the capacity to generate all cells of the body, is a defining property of a transient population of epiblast cells found in pre-, peri- and post-implantation mammalian embryos. As development progresses, the epiblast cells undergo dynamic transitions in pluripotency states, concurrent with the specification of extra-embryonic and embryonic lineages. Recently, stem cell-based models of pre- and post-implantation human embryonic development have been developed using stem cells that capture key properties of the epiblast at different developmental stages. Here, we review early primate development, comparing pluripotency states of the epiblast in vivo with cultured pluripotent cells representative of these states. We consider how the pluripotency status of the starting cells influences the development of human embryo models and, in turn, what we can learn about the human pluripotent epiblast. Finally, we discuss the limitations of these models and questions arising from the pioneering studies in this emerging field.
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Affiliation(s)
- Berna Sozen
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT 06501, USA
- Yale Stem Cell Center, Yale University, New Haven, CT 06520, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, Yale University, New Haven, CT 06501, USA
| | - Patrick P. L. Tam
- Embryology Research Unit, Children's Medical Research Institute and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Martin F. Pera
- The Jackson Laboratory, Mammalian Genetics, Bar Harbor, ME 04609, USA
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2
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Arthur TD, Nguyen JP, Henson BA, D'Antonio-Chronowska A, Jaureguy J, Silva N, Panopoulos AD, Izpisua Belmonte JC, D'Antonio M, McVicker G, Frazer KA. Multiomic QTL mapping reveals phenotypic complexity of GWAS loci and prioritizes putative causal variants. CELL GENOMICS 2025; 5:100775. [PMID: 39986281 PMCID: PMC11960542 DOI: 10.1016/j.xgen.2025.100775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 10/18/2024] [Accepted: 01/24/2025] [Indexed: 02/24/2025]
Abstract
Most GWAS loci are presumed to affect gene regulation; however, only ∼43% colocalize with expression quantitative trait loci (eQTLs). To address this colocalization gap, we map eQTLs, chromatin accessibility QTLs (caQTLs), and histone acetylation QTLs (haQTLs) using molecular samples from three early developmental-like tissues. Through colocalization, we annotate 10.4% (n = 540) of GWAS loci in 15 traits by QTL phenotype, temporal specificity, and complexity. We show that integration of chromatin QTLs results in a 2.3-fold higher annotation rate of GWAS loci because they capture distal GWAS loci missed by eQTLs, and that 5.4% (n = 13) of GWAS colocalizing eQTLs are early developmental specific. Finally, we utilize the iPSCORE multiomic QTLs to prioritize putative causal variants overlapping transcription factor motifs to elucidate the potential genetic underpinnings of 296 GWAS-QTL colocalizations.
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Affiliation(s)
- Timothy D Arthur
- Biomedical Sciences Program, University of California, San Diego, La Jolla, CA 92093, USA; Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Jennifer P Nguyen
- Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA 92093, USA; Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA 92093, USA
| | - Benjamin A Henson
- Institute of Genomic Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | | | - Jeffrey Jaureguy
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA 92093, USA; Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Nayara Silva
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Athanasia D Panopoulos
- Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | | | - Matteo D'Antonio
- Department of Biomedical Informatics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Graham McVicker
- Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Kelly A Frazer
- Institute of Genomic Medicine, University of California San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA.
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3
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Arthur TD, Joshua IN, Nguyen JP, D'Antonio-Chronowska A, D'Antonio M, Frazer KA. IFNγ activates an immune-like regulatory network in the cardiac vascular endothelium. JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY PLUS 2025; 11:100289. [PMID: 40104808 PMCID: PMC11919396 DOI: 10.1016/j.jmccpl.2025.100289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 02/11/2025] [Accepted: 02/17/2025] [Indexed: 03/20/2025]
Abstract
The regulatory mechanisms underlying the response to pro-inflammatory cytokines in cardiac diseases are poorly understood. Here, we use iPSC-derived cardiovascular progenitor cells (CVPCs) to model the response to interferon gamma (IFNγ) in human cardiac tissue. We generate RNA-seq and ATAC-seq for four CVPCs that were treated with IFNγ and compare them with paired untreated controls. Transcriptional differences after treatment show that IFNγ initiates an innate immune cell-like response, shifts the CVPC transcriptome toward coronary artery and aorta profiles, and stimulates expression of endothelial cell-specific genes. Analysis of the accessible chromatin shows that IFNγ is a potent chromatin remodeler and establishes an IRF-STAT immune-cell like regulatory network. Finally, we show that 11 GWAS risk variants for 8 common cardiac diseases overlap IFNγ-upregulated ATAC-seq peaks. Our findings reveal insights into IFNγ-induced activation of an immune-like regulatory network in human cardiac tissue and the potential role that regulatory elements in this pathway play in common cardiac diseases.
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Affiliation(s)
- Timothy D. Arthur
- Biomedical Sciences Graduate Program, University of California, San Diego, La Jolla 92023, United States of America
- Department of Biomedical Informatics, University of California, San Diego, La Jolla 92023, United States of America
| | - Isaac N. Joshua
- Institute of Genomic Medicine, University of California, San Diego, La Jolla 92023, United States of America
| | - Jennifer P. Nguyen
- Department of Biomedical Informatics, University of California, San Diego, La Jolla 92023, United States of America
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla 92023, United States of America
| | | | - Matteo D'Antonio
- Department of Biomedical Informatics, University of California, San Diego, La Jolla 92023, United States of America
| | - Kelly A. Frazer
- Institute of Genomic Medicine, University of California, San Diego, La Jolla 92023, United States of America
- Department of Pediatrics, University of California, San Diego, La Jolla 92023, United States of America
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Artegiani B, Hendriks D. Organoids from pluripotent stem cells and human tissues: When two cultures meet each other. Dev Cell 2025; 60:493-511. [PMID: 39999776 DOI: 10.1016/j.devcel.2025.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 06/13/2024] [Accepted: 01/10/2025] [Indexed: 02/27/2025]
Abstract
Human organoids are a widely used tool in cell biology to study homeostatic processes, disease, and development. The term organoids covers a plethora of model systems from different cellular origins that each have unique features and applications but bring their own challenges. This review discusses the basic principles underlying organoids generated from pluripotent stem cells (PSCs) as well as those derived from tissue stem cells (TSCs). We consider how well PSC- and TSC-organoids mimic the different intended organs in terms of cellular complexity, maturity, functionality, and the ongoing efforts to constitute predictive complex models of in vivo situations. We discuss the advantages and limitations associated with each system to answer different biological questions including in the field of cancer and developmental biology, and with respect to implementing emerging advanced technologies, such as (spatial) -omics analyses, CRISPR screens, and high-content imaging screens. We postulate how the two fields may move forward together, integrating advantages of one to the other.
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Affiliation(s)
| | - Delilah Hendriks
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.
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5
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Arthur TD, Joshua IN, Nguyen JP, D'Antonio-Chronowska A, D'Antonio M, Frazer KA. IFNγ activates an immune-like regulatory network in the cardiac vascular endothelium. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.05.03.592380. [PMID: 38746472 PMCID: PMC11092750 DOI: 10.1101/2024.05.03.592380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
The regulatory mechanisms underlying the response to pro-inflammatory cytokines in cardiac diseases are poorly understood. Here, we use iPSC-derived cardiovascular progenitor cells (CVPCs) to model the response to interferon gamma (IFNγ) in human cardiac tissue. We generate RNA-seq and ATAC-seq for four CVPCs that were treated with IFNγ and compare them with paired untreated controls. Transcriptional differences after treatment show that IFNγ initiates an innate immune cell-like response, shifts the CVPC transcriptome towards coronary artery and aorta profiles, and stimulates expression of endothelial cell-specific genes. Analysis of the accessible chromatin shows that IFNγ is a potent chromatin remodeler and establishes an IRF-STAT immune-cell like regulatory network. Finally, we show that 11 GWAS risk variants for 8 common cardiac diseases overlap IFNγ-upregulated ATAC-seq peaks. Our findings reveal insights into IFNγ-induced activation of an immune-like regulatory network in the cardiac vascular endothelium and the potential role that regulatory elements in this pathway play in common cardiac diseases.
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6
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Calva Moreno JF, Jose G, Weaver YM, Weaver BP. UBR-5 and UBE2D mediate timely exit from stem fate via destabilization of poly(A)-binding protein PABP-2 in cell state transition. Proc Natl Acad Sci U S A 2024; 121:e2407561121. [PMID: 39405353 PMCID: PMC11513905 DOI: 10.1073/pnas.2407561121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 09/10/2024] [Indexed: 10/25/2024] Open
Abstract
UBR5 E3 ligase has been associated with cancer susceptibility and neuronal integrity, with functions in chromatin regulation and proteostasis. However, the functions of ubr5 within animals remain unclear due to lethality in both mammals and flies when disrupted. Using Caenorhabditis elegans, we show that UBR-5 E3 ligase is required for timely exit of stem fate and complete transition into multiple cell type descendants in an ectodermal blast lineage. Animals lacking intact UBR-5 function simultaneously exhibit both stem fate and differentiated fate in the same descendant cells. A functional screen of UBR-5 physical interactors allowed us to identify the UBE2D2/3 E2 conjugase LET-70 working with UBR-5 to exit stem fate. Strikingly, we revealed that another UBR-5 physical interactor, namely the nuclear poly(A)-binding protein PABPN1 ortholog PABP-2, worked antagonistically to UBR-5 and LET-70. Lowering pabp-2 levels restored normal transition of cell state out of stemness and promoted normal cell fusion when either ubr-5 or let-70 UBE2D function was compromised. The UBR-5-LET-70 and PABP-2 switch works independently of the stem pool size determined by pluripotency factors like lin-28. UBR-5 limits PABP-2 protein and reverses the PABP-2-dependent gene expression program including developmental, proteostasis, and innate immunity genes. Loss of ubr-5 rescues the developmental stall when pabp-2 is compromised. Disruption of ubr-5 elevates PABP-2 levels and prolongs expression of ectodermal and muscle stem markers at the transition to adulthood. Additionally, ubr-5 mutants exhibit an extended period of motility during aging and suppress pabp-2-dependent early onset of immobility.
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Affiliation(s)
| | - George Jose
- Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX75390
| | - Yi M. Weaver
- Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX75390
| | - Benjamin P. Weaver
- Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX75390
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Pierson Smela M, Pepe V, Lubbe S, Kiskinis E, Church GM. SeqVerify: An accessible analysis tool for cell line genomic integrity, contamination, and gene editing outcomes. Stem Cell Reports 2024; 19:1505-1515. [PMID: 39270651 PMCID: PMC11561455 DOI: 10.1016/j.stemcr.2024.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 09/15/2024] Open
Abstract
Over the last decade, advances in genome editing and pluripotent stem cell (PSC) culture have let researchers generate edited PSC lines to study a wide variety of biological questions. However, abnormalities in cell lines such as aneuploidy, mutations, on-target and off-target editing errors, and microbial contamination can arise during PSC culture or due to undesired editing outcomes. The ongoing decline of next-generation sequencing prices has made whole-genome sequencing (WGS) a promising option for detecting these abnormalities. However, this approach has been held back by a lack of easily usable data analysis software. Here, we present SeqVerify, a computational pipeline designed to take raw WGS data and a list of intended genome edits, and verify that the edits are present and that there are no abnormalities. We anticipate that SeqVerify will be a useful tool for researchers generating edited PSCs, and more broadly, for cell line quality control in general.
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Affiliation(s)
| | - Valerio Pepe
- Wyss Institute at Harvard University, Boston MA, USA
| | - Steven Lubbe
- The Ken & Ruth Davee Department of Neurology and Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Simpson Querrey Center of Neurogenetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Evangelos Kiskinis
- The Ken & Ruth Davee Department of Neurology and Department of Neuroscience, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - George M Church
- Wyss Institute at Harvard University, Boston MA, USA; Department of Genetics, Harvard Medical School, Harvard University, Cambridge, MA, USA.
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Li P, Miyamoto D, Fukumoto M, Kawaguchi Y, Yamashita M, Tetsuo H, Adachi T, Hidaka M, Hara T, Soyama A, Matsushima H, Imamura H, Kanetaka K, Gu W, Eguchi S. Generation of human hepatobiliary organoids with a functional bile duct from chemically induced liver progenitor cells. Stem Cell Res Ther 2024; 15:269. [PMID: 39183353 PMCID: PMC11346037 DOI: 10.1186/s13287-024-03877-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 08/04/2024] [Indexed: 08/27/2024] Open
Abstract
BACKGROUND Liver disease imposes a significant medical burden that persists due to a shortage of liver donors and an incomplete understanding of liver disease progression. Hepatobiliary organoids (HBOs) could provide an in vitro mini-organ model to increase the understanding of the liver and may benefit the development of regenerative medicine. METHODS In this study, we aimed to establish HBOs with bile duct (BD) structures and mature hepatocytes (MHs) using human chemically induced liver progenitor cells (hCLiPs). hCLiPs were induced in mature cryo-hepatocytes using a small-molecule cocktail of TGF-β inhibitor (A-83-01, A), GSK3 inhibitor (CHIR99021, C), and 10% FBS (FAC). HBOs were then formed by seeding hCLiPs into ultralow attachment plates and culturing them with a combination of small molecules of Rock-inhibitor (Y-27632) and AC (YAC). RESULTS These HBOs exhibited bile canaliculi of MHs connected to BD structures, mimicking bile secretion and transportation functions of the liver. The organoids showed gene expression patterns consistent with both MHs and BD structures, and functional assays confirmed their ability to transport the bile analogs of rhodamine-123 and CLF. Functional patient-specific HBOs were also successfully created from hCLiPs sourced from cirrhotic liver tissues. CONCLUSIONS This study demonstrated the potential of human HBOs as an efficient model for studying hepatobiliary diseases, drug discovery, and personalized medicine.
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Affiliation(s)
- Peilin Li
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
- Department of Surgery, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Daisuke Miyamoto
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Masayuki Fukumoto
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Yuta Kawaguchi
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Mampei Yamashita
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Hanako Tetsuo
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Tomohiko Adachi
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Masaaki Hidaka
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Takanobu Hara
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Akihiko Soyama
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Hajime Matsushima
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Hajime Imamura
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Kengo Kanetaka
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan
| | - Weili Gu
- Department of Surgery, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Susumu Eguchi
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8102, Japan.
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Arthur TD, Nguyen JP, D'Antonio-Chronowska A, Jaureguy J, Silva N, Henson B, Panopoulos AD, Belmonte JCI, D'Antonio M, McVicker G, Frazer KA. Multi-omic QTL mapping in early developmental tissues reveals phenotypic and temporal complexity of regulatory variants underlying GWAS loci. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.10.588874. [PMID: 38645112 PMCID: PMC11030419 DOI: 10.1101/2024.04.10.588874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Most GWAS loci are presumed to affect gene regulation, however, only ∼43% colocalize with expression quantitative trait loci (eQTLs). To address this colocalization gap, we identify eQTLs, chromatin accessibility QTLs (caQTLs), and histone acetylation QTLs (haQTLs) using molecular samples from three early developmental (EDev) tissues. Through colocalization, we annotate 586 GWAS loci for 17 traits by QTL complexity, QTL phenotype, and QTL temporal specificity. We show that GWAS loci are highly enriched for colocalization with complex QTL modules that affect multiple elements (genes and/or peaks). We also demonstrate that caQTLs and haQTLs capture regulatory variations not associated with eQTLs and explain ∼49% of the functionally annotated GWAS loci. Additionally, we show that EDev-unique QTLs are strongly depleted for colocalizing with GWAS loci. By conducting one of the largest multi-omic QTL studies to date, we demonstrate that many GWAS loci exhibit phenotypic complexity and therefore, are missed by traditional eQTL analyses.
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