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Cifarelli V. Lipedema: Progress, Challenges, and the Road Ahead. Obes Rev 2025:e13953. [PMID: 40425048 DOI: 10.1111/obr.13953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 04/11/2025] [Accepted: 04/30/2025] [Indexed: 05/29/2025]
Abstract
INTRODUCTION Lipedema is a chronic and progressive disease that predominantly affects women, characterized by a disproportionate increase in subcutaneous adipose tissue (AT), particularly in the lower limbs. It is associated with significant physical disability, chronic pain, thromboembolism, and psychosocial distress. Despite its profound impact on women's health and quality of life, lipedema remains underrecognized and insufficiently studied, with an estimated prevalence of approximately 10% among women worldwide. Although the exact etiology of lipedema remains unclear, emerging evidence suggests a multifactorial origin involving genetic predisposition, hormonal influences, and vascular dysfunction-all contributing to its development and progression. Current therapeutic options provide only partial symptom relief and remain noncurative, highlighting the urgent need for expanded research and improved management strategies. METHODS A systematic review was conducted to assess the current understanding of lipedema pathophysiology and current treatment options. Research articles were sourced from PubMed, Web of Science, ScienceDirect, and Scopus databases. Over 100 studies were incorporated. RESULTS This review provides a comprehensive overview of lipedema, encompassing its clinical features, pathophysiological mechanisms, diagnostic challenges, and current treatment modalities. Additionally, the review discusses whether the molecular and metabolic differences between abdominal and femoral AT depots mirror those observed in classical obesity. CONCLUSIONS Multidisciplinary, research-informed care is essential for managing lipedema, combining conservative therapies, tailored exercise, and liposuction for advanced cases. More research to better understand the underlying pathophysiology is critical to developing targeted treatments, improving diagnostic accuracy, and informing standardized, evidence-based care.
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Affiliation(s)
- Vincenza Cifarelli
- Department of Pharmacology and Physiology, Saint Louis University School of Medicine, St. Louis, Missouri, USA
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2
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Arulsamy K, Xia B, Yu Y, Chen H, Pu WT, Zhang L, Chen K. SCIG: Machine learning uncovers cell identity genes in single cells by genetic sequence codes. Nucleic Acids Res 2025; 53:gkaf431. [PMID: 40433981 PMCID: PMC12117433 DOI: 10.1093/nar/gkaf431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 04/09/2025] [Accepted: 05/09/2025] [Indexed: 05/29/2025] Open
Abstract
Deciphering cell identity genes is pivotal to understanding cell differentiation, development, and cell identity dysregulation involving diseases. Here, we introduce SCIG, a machine-learning method to uncover cell identity genes in single cells. In alignment with recent reports that cell identity genes (CIGs) are regulated with unique epigenetic signatures, we found CIGs exhibit distinctive genetic sequence signatures, e.g. unique enrichment patterns of cis-regulatory elements. Using these genetic sequence signatures, along with gene expression information from single-cell RNA-seq data, SCIG uncovers the identity genes of a cell without a need for comparison to other cells. CIG score defined by SCIG surpassed expression value in network analysis to reveal the master transcription factors (TFs) regulating cell identity. Applying SCIG to the human endothelial cell atlas revealed that the tissue microenvironment is a critical supplement to master TFs for cell identity refinement. SCIG is publicly available at https://doi.org/10.5281/zenodo.14726426 , offering a valuable tool for advancing cell differentiation, development, and regenerative medicine research.
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Affiliation(s)
- Kulandaisamy Arulsamy
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, United States
| | - Bo Xia
- Independent Researcher, Clemson, United States
| | - Yang Yu
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, United States
| | - Hong Chen
- Vascular Biology Program, Boston Children’s Hospital and Harvard Medical School, Boston, MA 02115, United States
| | - William T Pu
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, United States
| | - Lili Zhang
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, United States
| | - Kaifu Chen
- Basic and Translational Research Division, Department of Cardiology, Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, United States
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3
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Cantu Gutierrez ME, Hill MC, Largoza GE, Gillespie WB, Martin JF, Wythe JD. Mapping the transcriptional and epigenetic landscape of organotypic endothelial diversity in the developing and adult mouse. NATURE CARDIOVASCULAR RESEARCH 2025; 4:473-495. [PMID: 40097733 PMCID: PMC12023908 DOI: 10.1038/s44161-025-00618-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/30/2025] [Indexed: 03/19/2025]
Abstract
The vascular endothelium features unique molecular and functional properties across different vessel types, such as between arteries, veins and capillaries, as well as between different organs, such as the leaky sinusoidal endothelium of the liver versus the impermeable vessels of the brain. However, the transcriptional networks governing endothelial organ specialization remain unclear. Here we profile the accessible chromatin and transcriptional landscapes of the endothelium from the mouse liver, lung, heart, kidney, brain and retina, across developmental time, to identify potential transcriptional regulators of endothelial heterogeneity. We then determine which of these putative regulators are conserved in human brain endothelial cells, and using single-cell transcriptomic profiling, we define which regulatory networks are active during brain maturation. Finally, we show that the putative transcriptional regulators identified by these three approaches molecularly and functionally reprogram naive endothelial cells. Thus, this resource can be used to identify potential transcriptional regulators controlling the establishment and maintenance of organ-specific endothelial specialization.
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Affiliation(s)
- Manuel E Cantu Gutierrez
- Graduate Program in Developmental Biology, Baylor College of Medicine, Houston, TX, USA
- Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Matthew C Hill
- Graduate Program in Developmental Biology, Baylor College of Medicine, Houston, TX, USA
- Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gabrielle E Largoza
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA, USA
- Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - William B Gillespie
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA, USA
- Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA, USA
- Brain, Immunology, and Glia (BIG) Center, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - James F Martin
- Graduate Program in Developmental Biology, Baylor College of Medicine, Houston, TX, USA
- Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- Texas Heart Institute, Houston, TX, USA
| | - Joshua D Wythe
- Graduate Program in Developmental Biology, Baylor College of Medicine, Houston, TX, USA.
- Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA.
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA.
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA, USA.
- Robert M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, VA, USA.
- Brain, Immunology, and Glia (BIG) Center, University of Virginia School of Medicine, Charlottesville, VA, USA.
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA.
- Department of Neuroscience, University of Virginia School of Medicine, Charlottesville, VA, USA.
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4
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Mullen MP, Ivy DD, Varghese NP, Winant AJ, Cortes-Santiago N, Vargas SO, Porres D, Maschietto N, Critser PJ, Hirsch R, Avitabile CM, Hopper RK, Frank BS, Coleman RD, Agrawal PB, Madden JA, Roberts AE, Collins SL, Raj JU, Austin ED, Chung WK, Abman SH. SOX17-Associated Pulmonary Hypertension in Children: A Distinct Developmental and Clinical Syndrome. J Pediatr 2025; 278:114422. [PMID: 39603521 DOI: 10.1016/j.jpeds.2024.114422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 11/19/2024] [Accepted: 11/23/2024] [Indexed: 11/29/2024]
Abstract
OBJECTIVE To characterize clinical, hemodynamic, imaging, and pathologic findings in children with pulmonary arterial hypertension (PAH) and variants in SRY-box transcription factor 17 (SOX17), a novel risk gene linked to heritable and congenital heart disease-associated PAH. STUDY DESIGN We assembled a multi-institutional cohort of children with PAH and SOX17 variants enrolled in the Pediatric Pulmonary Hypertension Network (PPHNet) and other registries. Subjects were identified through exome and PAH gene panel sequencing. Data were collected from registries and retrospective chart review. RESULTS We identified 13 children (8 female, 5 male) aged 1.6-16 years at diagnosis with SOX17 variants and PAH. Seven patients had atrial septal defects and 2 had patent ductus arteriosus. At diagnostic cardiac catheterization, patients had severely elevated mean pulmonary artery (PA) pressure (mean 78, range 47-124 mmHg) and markedly elevated indexed pulmonary vascular resistance (mean 25.9, range 4.9-55 WU∗m2). No patients responded to acute vasodilator testing. Catheter and computed tomography angiography imaging demonstrated atypical PA anatomy including severely dilated main pulmonary arteries, lack of tapering in third and fourth order pulmonary arteries, tortuous 'corkscrewing' pulmonary arteries, and abnormal capillary 'blush.' Several children had PA stenoses and 2 had systemic arterial abnormalities. Histologic examination of explanted lungs from 3 patients disclosed plexiform arteriopathy and extensive aneurysmal dilation of alveolar septal capillaries. CONCLUSIONS SOX17-associated PAH is a distinctive genetic syndrome characterized by early onset severe PAH, extensive pulmonary vascular abnormalities, and high prevalence of congenital heart disease with intracardiac and interarterial shunts, suggesting a role for SOX17 in pulmonary vascular development.
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Affiliation(s)
- Mary P Mullen
- Department of Cardiology, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA.
| | - D Dunbar Ivy
- Section of Cardiology, Department of Pediatrics, University of Colorado Denver Anschutz Medical Center and Children's Hospital Colorado, Aurora, CO
| | - Nidhy P Varghese
- Division of Pulmonology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | - Abbey J Winant
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Nahir Cortes-Santiago
- Department of Pathology and Immunology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | - Sara O Vargas
- Department of Pathology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Diego Porres
- Department of Cardiology, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Nicola Maschietto
- Department of Cardiology, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Paul J Critser
- The Heart Institute, Cincinnati Children's Hospital, Cincinnati, OH; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Russel Hirsch
- The Heart Institute, Cincinnati Children's Hospital, Cincinnati, OH; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Catherine M Avitabile
- Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, MA; Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Rachel K Hopper
- Division of Cardiology, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
| | - Benjamin S Frank
- Section of Cardiology, Department of Pediatrics, University of Colorado Denver Anschutz Medical Center and Children's Hospital Colorado, Aurora, CO
| | - Ryan D Coleman
- Division of Critical Care Medicine, Department of Pediatrics, Texas Children's Hospital and Baylor College of Medicine, Houston, TX
| | - Pankaj B Agrawal
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA; Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA; Division of Neonatology, Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL
| | - Jill A Madden
- The Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA; Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA
| | - Amy E Roberts
- Department of Cardiology, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA; Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA
| | - Shane L Collins
- Department of Cardiology, Boston Children's Hospital, Boston, MA
| | - J Usha Raj
- Department of Pediatrics, University of Illinois at Chicago, Chicago, IL
| | - Eric D Austin
- Division of Allergy, Immunology and Pulmonary Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Wendy K Chung
- Department of Pediatrics, Harvard Medical School, Boston, MA; Department of Pediatrics, Boston Children's Hospital, Boston, MA
| | - Steven H Abman
- Pediatric Heart Lung Center and Section of Pulmonary Medicine, Department of Pediatrics, University of Colorado Anschutz School of Medicine and Children's Hospital Colorado, Aurora, CO
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5
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Farber G, Takasugi P, Ricketts S, Wang H, Xie Y, Farber E, Liu J, Qian L. Sox17 and Erg synergistically activate endothelial cell fate in reprogramming fibroblasts. J Mol Cell Cardiol 2025; 199:33-45. [PMID: 39689498 PMCID: PMC11883746 DOI: 10.1016/j.yjmcc.2024.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 11/02/2024] [Accepted: 11/08/2024] [Indexed: 12/19/2024]
Abstract
Sox17-Erg direct reprogramming is a potent tool for the in vitro and in vivo generation of arterial-like induced-endothelial cells from fibroblasts. In this study, we illustrate the pioneering roles of both Sox17 and Erg in the endothelial cell reprogramming process and demonstrate that emergent gene expression only occurs when both factors are co-expressed. Bioinformatic analyses and molecular validation reveal both Bach2 and Etv4 as integral mediators of Sox17-Erg reprogramming with different roles in lung and heart fibroblast reprogramming. The generated organ-specific induced endothelial cells express molecular signatures similar to vasculature found in the starting cell's organ of origin and the starting chromatin architecture plays a role in the acquisition of this organ-specific identity. Overall, the Sox17-Erg reprogramming mechanism provides foundational knowledge for the future recapitulation of vascular heterogeneity through direct reprogramming.
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Affiliation(s)
- Gregory Farber
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Paige Takasugi
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pathology and Laboratory Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Shea Ricketts
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pathology and Laboratory Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Haofei Wang
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Yifang Xie
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Esther Farber
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jiandong Liu
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pathology and Laboratory Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Li Qian
- The McAllister Heart Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pathology and Laboratory Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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6
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Vitali HE, Kuschel B, Sherpa C, Jones BW, Jacob N, Madiha SA, Elliott S, Dziennik E, Kreun L, Conatser C, Bhetwal BP, Sharma B. Hypoxia regulate developmental coronary angiogenesis potentially through VEGF-R2- and SOX17-mediated signaling. Dev Dyn 2025; 254:174-188. [PMID: 39360476 PMCID: PMC11810610 DOI: 10.1002/dvdy.750] [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: 08/03/2023] [Revised: 08/13/2024] [Accepted: 09/20/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND The development of coronary vessels in embryonic mouse heart involves various progenitor populations, including sinus venosus (SV), endocardium, and proepicardium. ELA/APJ signaling is known to regulate coronary growth from the SV, whereas VEGF-A/VEGF-R2 signaling controls growth from the endocardium. Previous studies suggest hypoxia might regulate coronary growth, but its specific downstream pathways are unclear. In this study, we further investigated the role of hypoxia and have identified SOX17- and VEGF-R2-mediated signaling as the potential downstream pathways in its regulation of developmental coronary angiogenesis. RESULTS HIF-1α stabilization by knocking out von Hippel Lindau (VHL) protein in the myocardium (cKO) disrupted normal coronary angiogenesis in embryonic mouse hearts, resembling patterns of accelerated coronary growth. VEGF-R2 expression was increased in coronary endothelial cells under hypoxia in vitro and in VHL cKO hearts in vivo. Similarly, SOX17 expression was increased in the VHL cKO hearts, while its knockout in the endocardium disrupted normal coronary growth. CONCLUSION These findings provide further evidence that hypoxia regulates developmental coronary growth potentially through VEGF-R2 and SOX17 pathways, shedding light on mechanisms of coronary vessel development.
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Affiliation(s)
- Halie E. Vitali
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Bryce Kuschel
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Chhiring Sherpa
- Department of Biology, Ball State University, Muncie, IN 47306
| | | | - Nisha Jacob
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Syeda A. Madiha
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Sam Elliott
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Eddie Dziennik
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Lily Kreun
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Cora Conatser
- Department of Biology, Ball State University, Muncie, IN 47306
| | - Bhupal P. Bhetwal
- Department of Medical Sciences, Hackensack Meridian School of Medicine, Nutley, NJ 07110
| | - Bikram Sharma
- Department of Biology, Ball State University, Muncie, IN 47306
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7
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Nornes S, Bruche S, Adak N, McCracken IR, De Val S. Evaluating the transcriptional regulators of arterial gene expression via a catalogue of characterized arterial enhancers. eLife 2025; 14:e102440. [PMID: 39819837 PMCID: PMC11896612 DOI: 10.7554/elife.102440] [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: 08/19/2024] [Accepted: 01/15/2025] [Indexed: 01/19/2025] Open
Abstract
The establishment and growth of the arterial endothelium require the coordinated expression of numerous genes. However, regulation of this process is not yet fully understood. Here, we combined in silico analysis with transgenic mice and zebrafish models to characterize arterial-specific enhancers associated with eight key arterial identity genes (Acvrl1/Alk1, Cxcr4, Cxcl12, Efnb2, Gja4/Cx37, Gja5/Cx40, Nrp1, and Unc5b). Next, to elucidate the regulatory pathways upstream of arterial gene transcription, we investigated the transcription factors binding each arterial enhancer compared to a similar assessment of non-arterial endothelial enhancers. These results found that binding of SOXF and ETS factors was a common occurrence at both arterial and pan-endothelial enhancers, suggesting neither are sufficient to direct arterial specificity. Conversely, FOX motifs independent of ETS motifs were over-represented at arterial enhancers. Further, MEF2 and RBPJ binding was enriched but not ubiquitous at arterial enhancers, potentially linked to specific patterns of behaviour within the arterial endothelium. Lastly, there was no shared or arterial-specific signature for WNT-associated TCF/LEF, TGFβ/BMP-associated SMAD1/5 and SMAD2/3, shear stress-associated KLF4, or venous-enriched NR2F2. This cohort of well-characterized and in vivo-verified enhancers can now provide a platform for future studies into the interaction of different transcriptional and signaling pathways with arterial gene expression.
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Affiliation(s)
- Svanhild Nornes
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and GeneticsOxfordUnited Kingdom
| | - Susann Bruche
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and GeneticsOxfordUnited Kingdom
| | - Niharika Adak
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and GeneticsOxfordUnited Kingdom
- University Medical Centre GroningenGroningenNetherlands
| | - Ian R McCracken
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and GeneticsOxfordUnited Kingdom
| | - Sarah De Val
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and GeneticsOxfordUnited Kingdom
- Ludwig Institute for Cancer Research Ltd, Nuffield Department of Medicine, University of OxfordOxfordUnited Kingdom
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8
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Chen X, Tober J, Dominguez M, Tang AT, Bockman J, Yang J, Mani S, Lee CN, Chen M, Thillaikumaran T, Mericko-Ishizuka P, Mainigi M, Speck NA, Kahn ML. Lineage tracing studies suggest that the placenta is not a de novo source of hematopoietic stem cells. PLoS Biol 2025; 23:e3003003. [PMID: 39874373 PMCID: PMC11774391 DOI: 10.1371/journal.pbio.3003003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 01/06/2025] [Indexed: 01/30/2025] Open
Abstract
Definitive hematopoietic stem and progenitor cells (HSPCs) arise from a small number of hemogenic endothelial cells (HECs) within the developing embryo. Understanding the origin and ontogeny of HSPCs is of considerable interest and potential therapeutic value. It has been proposed that the murine placenta contains HECs that differentiate into HSPCs. However, during human gestation HSPCs arise in the aorta considerably earlier than when they can first be detected in the placenta, suggesting that the placenta may primarily serve as a niche. We found that the Runx1 transcription factor, which is required to generate HSPCs from HECs, is not expressed by mouse placental ECs. To definitively determine whether the mouse placenta is a site of HSPC emergence, we performed lineage tracing experiments with a Hoxa13Cre allele that specifically labels ECs in the placenta and umbilical cord (UC), but not in the yolk sac or embryo. Immunostaining revealed Hoxa13Cre lineage-traced HECs and HSPCs in the UC, a known site of HECs, but not the placenta. Consistent with these findings, ECs harvested from the E10.5 aorta and UC, but not the placenta, gave rise to hematopoietic cells ex vivo, while colony forming assays using E14.5 fetal liver revealed only 2% of HSPCs arose from Hoxa13-expressing precursors. In contrast, the pan-EC Cdh5-CreERT2 allele labeled most HSPCs in the mouse placenta. Lastly, we found that RUNX1 and other HEC genes were not expressed in first-trimester human placenta villous ECs, suggesting that human placenta is not hemogenic. Our findings demonstrate that the placenta functions as a site for expansion of HSPCs that arise within the embryo proper and is not a primary site of HSPC emergence.
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Affiliation(s)
- Xiaowen Chen
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Joanna Tober
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Martin Dominguez
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Alan T. Tang
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Jenna Bockman
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Jisheng Yang
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Sneha Mani
- Center for Research on Reproduction and Women’s Health, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Chin Nien Lee
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Mei Chen
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Triloshan Thillaikumaran
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Patricia Mericko-Ishizuka
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Monica Mainigi
- Center for Research on Reproduction and Women’s Health, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Nancy A. Speck
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Mark L. Kahn
- Cardiovascular Institute and Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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9
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Sá da Bandeira D, Nevitt CD, Segato Dezem F, Marção M, Liu Y, Kelley Z, DuBose H, Chabot A, Hall T, Caprio C, Okhomina V, Kang G, Plummer J, McKinney-Freeman S, Clements WK, Ganuza M. NR4A1 and NR4A2 orphan nuclear receptors regulate endothelial-to-hematopoietic transition in mouse hematopoietic stem cell specification. Development 2024; 151:dev201957. [PMID: 39589268 PMCID: PMC11634030 DOI: 10.1242/dev.201957] [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: 05/10/2023] [Accepted: 10/14/2024] [Indexed: 11/27/2024]
Abstract
Hematopoietic stem cells (HSCs) sustain life-long hematopoiesis and emerge during mid-gestation from hemogenic endothelial progenitors via an endothelial-to-hematopoietic transition (EHT). The full scope of molecular mechanisms governing this process remains unclear. The NR4A subfamily of orphan nuclear receptors act as tumor suppressors in myeloid leukemogenesis and have never been implicated in HSC specification. Here, we report that Nr4a1 and Nr4a2 expression is upregulated in hemogenic endothelium during EHT. Progressive genetic ablation of Nr4a gene dosage results in a gradual decrease in numbers of nascent c-Kit+ hematopoietic progenitors in developing embryos, c-Kit+ cell cluster size in the dorsal aorta, and a block in HSC maturation, revealed by an accumulation of pro-HSCs and pre-HSC-type I cells and decreased numbers of pre-HSC-type II cells. Consistent with these observations, cells isolated from embryonic day 11.5 Nr4a1-/-; Nr4a2-/- aorta-gonads-mesonephros are devoid of in vivo long-term hematopoietic repopulating potential. Molecularly, employing spatial transcriptomic analysis we determined that the genetic ablation of Nr4a1 and Nr4a2 prevents Notch signaling from being downregulated in intra-aortic clusters and thus for pro-HSCs to mature into HSCs. Interestingly, this defect is partially rescued by ex vivo culture of dissected aorta-gonads-mesonephros with SCF, IL3 and FLT3L, which may bypass Notch-dependent regulation. Overall, our data reveal a role for the NR4A family of orphan nuclear receptors in EHT.
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MESH Headings
- Animals
- Hematopoietic Stem Cells/metabolism
- Hematopoietic Stem Cells/cytology
- Nuclear Receptor Subfamily 4, Group A, Member 1/metabolism
- Nuclear Receptor Subfamily 4, Group A, Member 1/genetics
- Mice
- Hematopoiesis/genetics
- Nuclear Receptor Subfamily 4, Group A, Member 2/metabolism
- Nuclear Receptor Subfamily 4, Group A, Member 2/genetics
- Cell Differentiation/genetics
- Gene Expression Regulation, Developmental
- Aorta/embryology
- Aorta/metabolism
- Gonads/metabolism
- Gonads/embryology
- Mice, Knockout
- Endothelial Cells/metabolism
- Mice, Inbred C57BL
- Mesonephros/embryology
- Mesonephros/metabolism
- Signal Transduction
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Affiliation(s)
- Diana Sá da Bandeira
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Chris D. Nevitt
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Felipe Segato Dezem
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Maycon Marção
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Yutian Liu
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Zakiya Kelley
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Hannah DuBose
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Ashley Chabot
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Trent Hall
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Claire Caprio
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Victoria Okhomina
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Jasmine Plummer
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | | | - Wilson K. Clements
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Miguel Ganuza
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK
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10
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Nobuhisa I, Melig G, Taga T. Sox17 and Other SoxF-Family Proteins Play Key Roles in the Hematopoiesis of Mouse Embryos. Cells 2024; 13:1840. [PMID: 39594589 PMCID: PMC11593047 DOI: 10.3390/cells13221840] [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: 09/28/2024] [Revised: 10/23/2024] [Accepted: 11/04/2024] [Indexed: 11/28/2024] Open
Abstract
During mouse development, hematopoietic cells first form in the extraembryonic tissue yolk sac. Hematopoietic stem cells (HSCs), which retain their ability to differentiate into hematopoietic cells for a long time, form intra-aortic hematopoietic cell clusters (IAHCs) in the dorsal aorta at midgestation. These IAHCs emerge from the hemogenic endothelium, which is the common progenitor of hematopoietic cells and endothelial cells. HSCs expand in the fetal liver, and finally migrate to the bone marrow (BM) during the peripartum period. IAHCs are absent in the dorsal aorta in mice deficient in transcription factors such as Runx-1, GATA2, and c-Myb that are essential for definitive hematopoiesis. In this review, we focus on the transcription factor Sry-related high mobility group (HMG)-box (Sox) F family of proteins that is known to regulate hematopoiesis in the hemogenic endothelium and IAHCs. The SoxF family is composed of Sox7, Sox17, and Sox18, and they all have the HMG box, which has a DNA-binding ability, and a transcriptional activation domain. Here, we describe the functional and phenotypic properties of SoxF family members, with a particular emphasis on Sox17, which is the most involved in hematopoiesis in the fetal stages considering that enhanced expression of Sox17 in hemogenic endothelial cells and IAHCs leads to the production and maintenance of HSCs. We also discuss SoxF-inducing signaling pathways.
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Affiliation(s)
- Ikuo Nobuhisa
- Department of Stem Cell Regulation, Medical Research Institute, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan;
- Department of Nutritional Sciences, Faculty of Nutritional Sciences, Nakamura Gakuen University, 5-7-1 Befu, Jonan-ku, Fukuoka 814-0198, Japan
- Department of Stem Cell Regulation, Medical Research Laboratory, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan
| | - Gerel Melig
- Department of Stem Cell Regulation, Medical Research Institute, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan;
- Department of Stem Cell Regulation, Medical Research Laboratory, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan
| | - Tetsuya Taga
- Department of Stem Cell Regulation, Medical Research Institute, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan;
- Department of Stem Cell Regulation, Medical Research Laboratory, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan
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11
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Yamamoto H, Hanamatsu Y, Saigo C, Takeuchi T, Iwata H. SOX17 expression in tumor-penetrating vessels in relation to CD8 + T-cell infiltration in cancer stroma niches. Thorac Cancer 2024; 15:2319-2326. [PMID: 39385307 PMCID: PMC11554551 DOI: 10.1111/1759-7714.15464] [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: 08/13/2024] [Revised: 09/18/2024] [Accepted: 09/24/2024] [Indexed: 10/12/2024] Open
Abstract
INTRODUCTION Sex-determining region Y-related high-mobility group box 17 protein (SOX17), a proangiogenic transcription factor, is specifically expressed in tumor endothelial cells (TECs) of implanted Lewis lung carcinoma. However, the expression profile of SOX17 is largely unknown in human lung cancer. We aimed to elucidate SOX17 expression in cancer cells and the tumor microenvironment of lung adenocarcinoma. METHODS In the present study, we examined SOX17 expression in whole-tissue specimens of 83 lung adenocarcinomas by immunohistochemistry. RESULTS SOX17 immunoreactivity was minimal in lung adenocarcinoma cells, except in five non-mucinous adenocarcinomas in situ. SOX17 was also expressed in cultured A549 lung adenocarcinoma cells, which is widely used as a model of malignant alveolar type II epithelial cells. Notably, SOX17 immunoreactivity was found in endothelial cells of tumor-penetrating vessels in 19 of 83 lung adenocarcinoma tissue specimens, with statistical significance to stromal infiltration of CD8+ T cells (p < 0.01) but was not associated with the number of tertiary lymph nodes. Although not statistically significant, SOX17 immunoreactivity was related to favorable patient outcomes. CONCLUSION Our findings indicate that SOX17 might play a pleiotropic role in lung adenocarcinoma in cancer cells and stromal niches. SOX17-mediated CD8+ T-cell-rich tumor microenvironment might attract interest in improving the effect of cancer immunotherapy.
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Affiliation(s)
- Hirotaka Yamamoto
- Department of General Thoracic SurgeryGifu University HospitalGifuJapan
| | - Yuki Hanamatsu
- Department of Pathology and Translational ResearchGifu Medical School of MedicineGifuJapan
- Center for One Medicine Innovative Translational ResearchCOMIT, Gifu UniversityGifuJapan
| | - Chiemi Saigo
- Department of Pathology and Translational ResearchGifu Medical School of MedicineGifuJapan
- Center for One Medicine Innovative Translational ResearchCOMIT, Gifu UniversityGifuJapan
- The United Graduate School of Drug Discovery and Medical Information SciencesGifu UniversityGifuJapan
| | - Tamotsu Takeuchi
- Department of Pathology and Translational ResearchGifu Medical School of MedicineGifuJapan
- Center for One Medicine Innovative Translational ResearchCOMIT, Gifu UniversityGifuJapan
| | - Hisashi Iwata
- Department of General Thoracic SurgeryGifu University HospitalGifuJapan
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12
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Brookins E, Serrano SE, Hyder Z, Yacu GS, Finer G, Thomson BR. Non-endothelial expression of endomucin in the mouse and human choroid. Exp Eye Res 2024; 247:110054. [PMID: 39153592 PMCID: PMC11440475 DOI: 10.1016/j.exer.2024.110054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 07/23/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
Endomucin (EMCN) is a 261 amino acid transmembrane glycoprotein that is highly expressed by venous and capillary endothelial cells where it plays a role in VEGF-mediated angiogenesis and regulation of immune cell recruitment. However, it is better known as a histological marker, where it has become widespread due to the commercial availability of high-quality antibodies that work under a wide range of conditions and in many tissues. The specificity of EMCN staining has been well-validated in retinal vessels, but while it has been used extensively as a marker in other tissues of the eye, including the choroid, the pattern of expression has not been described in detail. Here, in addition to endothelial expression in the choriocapillaris and deeper vascular layers, we characterize a population of EMCN-positive perivascular cells in the mouse choroid that did not co-localize with cells expressing other endothelial markers such as PECAM1 or PODXL. To confirm that these cells represented a new population of EMCN-expressing stromal cells, we then performed single cell RNA sequencing in choroids from adult wild-type mice. Analysis of this new dataset confirmed that, in addition to endothelial cells, Emcn mRNA expression was present in choroidal pericytes and a subset of fibroblasts, but not vascular smooth muscle cells. Besides Emcn, no known endothelial gene expression was detected in these cell populations, confirming that they did not represent endothelial-stromal doublets, a common technical artifact in single cell RNA seq datasets. Instead, choroidal Emcn-expressing fibroblasts exhibited high levels of chemokine and interferon signaling genes, while Emcn-negative fibroblasts were enriched in genes encoding extracellular matrix proteins. Emcn expressing fibroblasts were also detected in published datasets from mouse brain and human choroid, suggesting that stromal Emcn expression was not unique to the choroid and was evolutionarily conserved. Together, these findings highlight unique fibroblast and pericyte populations in the choroid and provide new context for the role of EMCN in the eye.
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Affiliation(s)
- Elysse Brookins
- Department of Ophthalmology and Feinberg Cardiovascular and Renal Research Inst. Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Sophia E Serrano
- Department of Ophthalmology and Feinberg Cardiovascular and Renal Research Inst. Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Zain Hyder
- Department of Ophthalmology and Feinberg Cardiovascular and Renal Research Inst. Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - George S Yacu
- Lurie Children's Hospital Department of Nephrology and Stanley Manne Children's Research Inst., Chicago, IL, USA
| | - Gal Finer
- Lurie Children's Hospital Department of Nephrology and Stanley Manne Children's Research Inst., Chicago, IL, USA
| | - Benjamin R Thomson
- Department of Ophthalmology and Feinberg Cardiovascular and Renal Research Inst. Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
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13
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Blücher RO, Lim RS, Ritchie ME, Western PS. VEGF-dependent testicular vascularisation involves MEK1/2 signalling and the essential angiogenesis factors, SOX7 and SOX17. BMC Biol 2024; 22:222. [PMID: 39354506 PMCID: PMC11445939 DOI: 10.1186/s12915-024-02003-y] [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: 01/11/2024] [Accepted: 09/03/2024] [Indexed: 10/03/2024] Open
Abstract
BACKGROUND Abnormalities of in utero testis development are strongly associated with reproductive health conditions, including male infertility and testis cancer. In mouse testes, SOX9 and FGF9 support Sertoli cell development, while VEGF signalling is essential for the establishment of vasculature. The mitogen-activated protein kinase (MAPK) pathway is a major signalling cascade, essential for cell proliferation, differentiation and activation of Sry during primary sex-determination, but little is known about its function during fetal testis morphogenesis. We explored potential functions of MAPK signalling immediately after the establishment of testis cords in embryonic day (E)12.5 Oct4-eGFP transgenic mouse testes cultured using a MEK1/2 inhibitor. RESULTS RNA sequencing in isolated gonadal somatic cells identified 116 and 114 differentially expressed genes after 24 and 72 h of MEK1/2 inhibition, respectively. Ingenuity Pathway Analysis revealed an association of MEK1/2 signalling with biological functions such as angiogenesis, vasculogenesis and cell migration. This included a failure to upregulate the master transcriptional regulators of vascular development, Sox7 and Sox17, VEGF receptor genes, the cell adhesion factor gene Cd31 and a range of other endothelial cell markers such as Cdh5 (encoding VE-cadherin) and gap junction genes Gja4 and Gja5. In contrast, only a small number of Sertoli cell enriched genes were affected. Immunofluorescent analyses of control testes revealed that the MEK1/2 downstream target, ERK1/2 was phosphorylated in endothelial cells and Sertoli cells. Inhibition of MEK1/2 eliminated pERK1/2 in fetal testes, and CD31, VE-cadherin, SOX7 and SOX17 and endothelial cells were lost. Consistent with a role for VEGF in driving endothelial cell development in the testis, inhibition of VEGFR also abrogated pERK1/2 and SOX7 and SOX17 expressing endothelial cells. Moreover, while Sertoli cell proliferation and localisation to the testis cord basement membrane was disrupted by inhibition of MEK1/2, it was unaffected by VEGFR inhibition. Instead, inhibition of FGF signalling compromised Sertoli cell proliferation and localisation to the testis cord basement membrane. CONCLUSIONS Together, our data highlight an essential role for VEGF-dependent MEK1/2 signalling in promoting vasculature and indicate that FGF signalling through MEK1/2 regulates Sertoli cell organisation in the developing mouse testis.
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Affiliation(s)
- Rheannon O Blücher
- Centre for Reproductive Health, Hudson Institute of Medical Research and Department of Molecular and Translational Science, Monash University, Clayton, VIC, 3168, Australia
| | - Rachel S Lim
- Epigenetics and Development Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3052, Australia
| | - Matthew E Ritchie
- Epigenetics and Development Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3052, Australia
| | - Patrick S Western
- Centre for Reproductive Health, Hudson Institute of Medical Research and Department of Molecular and Translational Science, Monash University, Clayton, VIC, 3168, Australia.
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14
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Jiang Y, Bei W, Li W, Huang Y, He S, Zhu X, Zheng L, Xia W, Dong S, Liu Q, Zhang C, Lv S, Xie C, Xiang Y, Liu G. Single-cell transcriptome analysis reveals evolving tumour microenvironment induced by immunochemotherapy in nasopharyngeal carcinoma. Clin Transl Med 2024; 14:e70061. [PMID: 39415331 PMCID: PMC11483602 DOI: 10.1002/ctm2.70061] [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: 05/09/2024] [Revised: 09/28/2024] [Accepted: 10/04/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND Combinatory therapeutic strategy containing immunochemotherapy as part of induction therapy components is one of the current trends in the treatment of high-risk metastatic locally advanced nasopharyngeal carcinoma (NPC). However, the mechanism underlying the heterogeneity of response at the single-cell level has not been underexplored. METHODS 18 bulks and 11 single-cell RNA sequencing from paired before-treatment and on-treatment samples in patients with treatment-naive high-risk metastatic locally advanced NPCs were obtained. Following quality control, a total of 87 191 cells were included in the subsequence bioinformatics analysis. RESULTS Immunochemotherapy was associated with on-treatment tumour microenvironment (TME) remodelling, including upregulation of anti-TMEs signatures, downregulation of pro-TMEs signatures, reversing CD8+ T exhaustion, and repolarizing proinflammatory TAMs. For the patients achieving a complete response, the cytotoxic activity of CD8+ T cells was stimulated and more interferon-gamma was provided, which would be the key for TAMs proinflammatory repolarization and eventually promote the CD8+ T cells maturation in turn. Among patients who did not reach complete response, differentiation and hypoxia signatures for endothelial cells were elevated after therapy. These patients exhibited higher levels of immune checkpoint genes in malignant cells at the baseline (before treatment), and decreased tumour antigen presentation activity, which may underlie the resistance mechanism to therapy. CONCLUSIONS This study pictures a map of TME modulation following immunochemotherapy-based combination induction therapy and provides potential future approaches. HIGHLIGHTS Immunochemotherapy remodeled T cell phenotypes. For the patients achieving complete response, more interferon gamma was provided by CD8+ T cells after therapy, which would be the key for TAMs pro-inflammatory repolarization and eventually promote the CD8+ T cells maturation in turns. Among patients who did not reach complete response, malignant cells exhibited higher level of immune checkpoint genes before therapy, and decreased tumor antigen presentation activity, which may underlie the resistance mechanism to therapy.
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Affiliation(s)
- Yaofei Jiang
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
- Department of Oncologythe First Affiliated Hospital of NanChang UniversityNanChangChina
| | - Weixin Bei
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Wangzhong Li
- Department of Thoracic Surgery and OncologyThe First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory HealthGuangzhouChina
| | - Ying Huang
- Department of RadiotherapySun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Shuiqing He
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Xiaobin Zhu
- Thoracic and GI Malignancies BranchNational Cancer Institute, National Institutes of HealthBethesdaUSA
| | - Lisheng Zheng
- Department of PathologyGuangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences)Southern Medical UniversityGuangzhouChina
| | - Weixiong Xia
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Shuhui Dong
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Qin Liu
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Chuanrun Zhang
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Shuhui Lv
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Changqing Xie
- Department of PathologyGuangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences)Southern Medical UniversityGuangzhouChina
| | - Yanqun Xiang
- Department of Nasopharyngeal CarcinomaState Key Laboratory of Oncology in South ChinaGuangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and TherapyGuangdong Provincial Clinical Research Center for CancerSun Yat‐Sen University Cancer CenterGuangzhouChina
| | - Guoying Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene RegulationDepartment of Radiation OncologyMedical Research CenterSun Yat‐Sen Memorial Hospital, Sun Yat‐Sen UniversityGuangzhouChina
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15
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Wang Y, Fang M, Ren Q, Qi W, Bai X, Amin N, Zhang X, Li Z, Zhang L. Sox17 protects human brain microvascular endothelial cells from AngII-induced injury by regulating autophagy and apoptosis. Mol Cell Biochem 2024; 479:2337-2350. [PMID: 37659973 PMCID: PMC11371885 DOI: 10.1007/s11010-023-04838-5] [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: 05/08/2023] [Accepted: 08/14/2023] [Indexed: 09/04/2023]
Abstract
Intracranial aneurysm (IA), is a localized dilation of the intracranial arteries, the rupture of which is catastrophic. Hypertension is major IA risk factor that mediates endothelial cell damage. Sox17 is highly expressed in intracranial vascular endothelial cells, and GWAS studies indicate that its genetic alteration is one of the major genetic risk factors for IA. Vascular endothelial cell injury plays a vital role in the pathogenesis of IA. The genetic ablation of Sox17 plus hypertension induced by AngII can lead to an increased incidence of intracranial aneurysms had tested in the previous animal experiments. In order to study the underlying molecular mechanisms, we established stable Sox17-overexpressing and knockdown cell lines in human brain microvascular endothelial cells (HBMECs) first. Then flow cytometry, western blotting, and immunofluorescence were employed. We found that the knockdown of Sox17 could worsen the apoptosis and autophagy of HBMECs caused by AngII, while overexpression of Sox17 had the opposite effect. Transmission electron microscopy displayed increased autophagosomes after the knockdown of Sox17 in HBMECs. The RNA-sequencing analysis shown that dysregulation of the Sox17 gene was closely associated with the autophagy-related pathways. Our study suggests that Sox17 could protect HBMECs from AngII-induced injury by regulating autophagy and apoptosis.
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Affiliation(s)
- Yanyan Wang
- Department of Neurology, The Second Hospital of Hebei Medical University, No 215 Heping West Road, Shijiazhuang, 050000, Hebei Province, China
- The Key Laboratory of Neurology (Hebei Medical University), Ministry of Education, Shijiazhuang, China
| | - Marong Fang
- Institute of System Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Qiannan Ren
- Institute of System Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Wei Qi
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xinli Bai
- Department of Pediatrics, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Nashwa Amin
- Institute of System Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Department of Zoology, Faculty of Science, Aswan University, Qism Aswan, Egypt
| | - Xiangjian Zhang
- Department of Neurology, The Second Hospital of Hebei Medical University, No 215 Heping West Road, Shijiazhuang, 050000, Hebei Province, China
- The Key Laboratory of Neurology (Hebei Medical University), Ministry of Education, Shijiazhuang, China
| | - Zhenzhong Li
- Department of Neurology, The Second Hospital of Hebei Medical University, No 215 Heping West Road, Shijiazhuang, 050000, Hebei Province, China
- The Key Laboratory of Neurology (Hebei Medical University), Ministry of Education, Shijiazhuang, China
| | - Lihong Zhang
- Department of Neurology, The Second Hospital of Hebei Medical University, No 215 Heping West Road, Shijiazhuang, 050000, Hebei Province, China.
- The Key Laboratory of Neurology (Hebei Medical University), Ministry of Education, Shijiazhuang, China.
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16
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Arulsamy K, Xia B, Chen H, Zhang L, Chen K. Machine Learning Uncovers Vascular Endothelial Cell Identity Genes by Expression Regulation Features in Single Cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.27.609808. [PMID: 39253493 PMCID: PMC11383289 DOI: 10.1101/2024.08.27.609808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Deciphering cell identity genes is pivotal to understanding cell differentiation, development, and many diseases involving cell identity dysregulation. Here, we introduce SCIG, a machine-learning method to uncover cell identity genes in single cells. In alignment with recent reports that cell identity genes are regulated with unique epigenetic signatures, we found cell identity genes exhibit distinctive genetic sequence signatures, e.g., unique enrichment patterns of cis-regulatory elements. Using these genetic sequence signatures, along with gene expression information from single-cell RNA-seq data, enables SCIG to uncover the identity genes of a cell without a need for comparison to other cells. Cell identity gene score defined by SCIG surpassed expression value in network analysis to uncover master transcription factors regulating cell identity. Applying SCIG to the human endothelial cell atlas revealed that the tissue microenvironment is a critical supplement to master transcription factors for cell identity refinement. SCIG is publicly available at https://github.com/kaifuchenlab/SCIG , offering a valuable tool for advancing cell differentiation, development, and regenerative medicine research.
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17
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Scimone C, Donato L, Alibrandi S, Conti A, Bortolotti C, Germanò A, Alafaci C, Vinci SL, D'Angelo R, Sidoti A. Methylome analysis of endothelial cells suggests new insights on sporadic brain arteriovenous malformation. Heliyon 2024; 10:e35126. [PMID: 39170526 PMCID: PMC11336478 DOI: 10.1016/j.heliyon.2024.e35126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 07/23/2024] [Indexed: 08/23/2024] Open
Abstract
Arteriovenous malformation of the brain (bAVM) is a vascular phenotype related to brain defective angiogenesis. Involved vessels show impaired expression of vascular differentiation markers resulting in the arteriolar to venule direct shunt. In order to clarify aberrant gene expression occurring in bAVM, here we describe results obtained by methylome analysis performed on endothelial cells (ECs) isolated from bAVM specimens, compared to human cerebral microvascular ECs. Results were validated by quantitative methylation-specific PCR and quantitative realtime-PCR. Differential methylation events occur in genes already linked to bAVM onset, as RBPJ and KRAS. However, among differentially methylated genes, we identified EPHB1 and several other loci involved in EC adhesion as well as in EC/vascular smooth muscle cell (VSMC) crosstalk, suggesting that only endothelial dysfunction might not be sufficient to trigger the bAVM phenotype. Moreover, aberrant methylation pattern was reported for many lncRNA genes targeting transcription factors expressed during neurovascular development. Among these, the YBX1 that was recently shown to target the arteridin coding gene. Finally, in addition to the conventional CpG methylation, we further considered the role of impaired CHG methylation, mainly occurring in brain at embryo stage. We showed as differentially CHG methylated genes are clustered in pathways related to EC homeostasis, as well as to VSMC-EC crosstalk, suggesting as impairment of this interaction plays a prominent role in loss of vascular differentiation, in bAVM phenotype.
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Affiliation(s)
- Concetta Scimone
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-edge Therapies, I.E.ME.S.T., Via Michele Miraglia 20, Palermo, 90139, Italy
| | - Luigi Donato
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-edge Therapies, I.E.ME.S.T., Via Michele Miraglia 20, Palermo, 90139, Italy
| | - Simona Alibrandi
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-edge Therapies, I.E.ME.S.T., Via Michele Miraglia 20, Palermo, 90139, Italy
| | - Alfredo Conti
- IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Via Altura 3, 40123, Bologna, Italy
- Department of Biomedical and NeuroMotor Sciences (DiBiNeM), Alma Mater Studiorum – University of Bologna, Bologna, Italy
| | - Carlo Bortolotti
- IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Via Altura 3, 40123, Bologna, Italy
| | - Antonino Germanò
- Neurosurgery Unit, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
| | - Concetta Alafaci
- Neurosurgery Unit, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
| | - Sergio Lucio Vinci
- Neuroradiology Unit, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Rosalia D'Angelo
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-edge Therapies, I.E.ME.S.T., Via Michele Miraglia 20, Palermo, 90139, Italy
| | - Antonina Sidoti
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria 1, 98125, Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-edge Therapies, I.E.ME.S.T., Via Michele Miraglia 20, Palermo, 90139, Italy
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18
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Patrick R, Naval-Sanchez M, Deshpande N, Huang Y, Zhang J, Chen X, Yang Y, Tiwari K, Esmaeili M, Tran M, Mohamed AR, Wang B, Xia D, Ma J, Bayliss J, Wong K, Hun ML, Sun X, Cao B, Cottle DL, Catterall T, Barzilai-Tutsch H, Troskie RL, Chen Z, Wise AF, Saini S, Soe YM, Kumari S, Sweet MJ, Thomas HE, Smyth IM, Fletcher AL, Knoblich K, Watt MJ, Alhomrani M, Alsanie W, Quinn KM, Merson TD, Chidgey AP, Ricardo SD, Yu D, Jardé T, Cheetham SW, Marcelle C, Nilsson SK, Nguyen Q, White MD, Nefzger CM. The activity of early-life gene regulatory elements is hijacked in aging through pervasive AP-1-linked chromatin opening. Cell Metab 2024; 36:1858-1881.e23. [PMID: 38959897 DOI: 10.1016/j.cmet.2024.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 03/28/2024] [Accepted: 06/06/2024] [Indexed: 07/05/2024]
Abstract
A mechanistic connection between aging and development is largely unexplored. Through profiling age-related chromatin and transcriptional changes across 22 murine cell types, analyzed alongside previous mouse and human organismal maturation datasets, we uncovered a transcription factor binding site (TFBS) signature common to both processes. Early-life candidate cis-regulatory elements (cCREs), progressively losing accessibility during maturation and aging, are enriched for cell-type identity TFBSs. Conversely, cCREs gaining accessibility throughout life have a lower abundance of cell identity TFBSs but elevated activator protein 1 (AP-1) levels. We implicate TF redistribution toward these AP-1 TFBS-rich cCREs, in synergy with mild downregulation of cell identity TFs, as driving early-life cCRE accessibility loss and altering developmental and metabolic gene expression. Such remodeling can be triggered by elevating AP-1 or depleting repressive H3K27me3. We propose that AP-1-linked chromatin opening drives organismal maturation by disrupting cell identity TFBS-rich cCREs, thereby reprogramming transcriptome and cell function, a mechanism hijacked in aging through ongoing chromatin opening.
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Affiliation(s)
- Ralph Patrick
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Marina Naval-Sanchez
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Nikita Deshpande
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia; WHO Collaborating Centre for Reference and Research on Influenza, The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Yifei Huang
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Jingyu Zhang
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Xiaoli Chen
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Ying Yang
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Kanupriya Tiwari
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Mohammadhossein Esmaeili
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Minh Tran
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Amin R Mohamed
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Binxu Wang
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Di Xia
- Genome Innovation Hub, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Jun Ma
- Genome Innovation Hub, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Jacqueline Bayliss
- Department of Anatomy and Physiology, Faculty of Medicine Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Kahlia Wong
- Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Michael L Hun
- Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Xuan Sun
- Biomedical Manufacturing, Commonwealth Scientific and Industrial Research Organization, Melbourne, VIC, Australia; Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia
| | - Benjamin Cao
- Biomedical Manufacturing, Commonwealth Scientific and Industrial Research Organization, Melbourne, VIC, Australia; Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia
| | - Denny L Cottle
- Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Tara Catterall
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Hila Barzilai-Tutsch
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia; Institut NeuroMyoGène, University Claude Bernard Lyon 1, 69008 Lyon, France
| | - Robin-Lee Troskie
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Zhian Chen
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4102, Australia
| | - Andrea F Wise
- Department of Pharmacology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Sheetal Saini
- Department of Pharmacology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Ye Mon Soe
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4102, Australia
| | - Snehlata Kumari
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4102, Australia
| | - Matthew J Sweet
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia; Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Helen E Thomas
- St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Ian M Smyth
- Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Anne L Fletcher
- Department of Biochemistry and Molecular Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Konstantin Knoblich
- Department of Biochemistry and Molecular Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Matthew J Watt
- Department of Anatomy and Physiology, Faculty of Medicine Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Majid Alhomrani
- Department of Clinical Laboratories Sciences, Faculty of Applied Medical Sciences, Taif University, Taif, Saudi Arabia; Research Centre for Health Sciences, Taif University, Taif, Saudi Arabia
| | - Walaa Alsanie
- Department of Clinical Laboratories Sciences, Faculty of Applied Medical Sciences, Taif University, Taif, Saudi Arabia; Research Centre for Health Sciences, Taif University, Taif, Saudi Arabia
| | - Kylie M Quinn
- Department of Biochemistry and Molecular Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; School of Health and Biomedical Sciences, RMIT University, Bundoora, VIC 3083, Australia
| | - Tobias D Merson
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia; National Institute of Mental Health, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ann P Chidgey
- Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Sharon D Ricardo
- Department of Pharmacology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Di Yu
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4102, Australia; Ian Frazer Centre for Children's Immunotherapy Research, Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4102, Australia
| | - Thierry Jardé
- Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; Development and Stem Cells Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; Cancer Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; Department of Surgery, Cabrini Monash University, Malvern, VIC 3144, Australia
| | - Seth W Cheetham
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Christophe Marcelle
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia; Institut NeuroMyoGène, University Claude Bernard Lyon 1, 69008 Lyon, France
| | - Susan K Nilsson
- Biomedical Manufacturing, Commonwealth Scientific and Industrial Research Organization, Melbourne, VIC, Australia; Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia
| | - Quan Nguyen
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia; School of Biomedical Sciences, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Melanie D White
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia; School of Biomedical Sciences, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
| | - Christian M Nefzger
- Institute for Molecular Bioscience, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia; Department of Anatomy and Developmental Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; Development and Stem Cells Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia; School of Chemistry and Molecular Biosciences, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia.
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19
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Agarwal S, Fineman J, Cornfield DN, Alvira CM, Zamanian RT, Goss K, Yuan K, Bonnet S, Boucherat O, Pullamsetti S, Alcázar MA, Goncharova E, Kudryashova TV, Nicolls MR, de Jesús Pérez V. Seeing pulmonary hypertension through a paediatric lens: a viewpoint. Eur Respir J 2024; 63:2301518. [PMID: 38575157 PMCID: PMC11187317 DOI: 10.1183/13993003.01518-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/16/2024] [Indexed: 04/06/2024]
Abstract
Pulmonary hypertension (PH) is a life-threating condition associated with abnormally elevated pulmonary pressures and right heart failure. Current epidemiological data indicate that PH aetiologies are different between the adult and paediatric population. The most common forms of PH in adults are PH from left heart disease or chronic lung disease, followed by pulmonary arterial hypertension (PAH) [1]; in paediatric patients, PH is most often associated with developmental lung disorders and congenital heart disease (CHD) [2, 3]. In contrast to adults with PH, wherein patients worsen over time despite therapy, PH in children can improve with growth. For example, in infants with bronchopulmonary dysplasia (BPD) and PH morbidity and mortality are high, but with lung growth and ensuring no ongoing lung injury pulmonary vascular disease can improve as evidenced by discontinuation of vasodilator therapy in almost two-thirds of BPD-PH survivors by age 5 years [3, 4]. Paediatric pulmonary hypertension (PH) offers unique genetic and developmental insights that can help in the discovery of novel mechanisms and targets to treat adult PH https://bit.ly/3TMm6bi
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Affiliation(s)
- Stuti Agarwal
- Division of Pulmonary and Critical Care, Stanford University, Palo Alto, CA, USA
| | - Jeffrey Fineman
- Department of Pediatrics and Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA
| | - David N Cornfield
- Division of Pediatric Pulmonary, Asthma, and Sleep Medicine, Stanford University, Palo Alto, CA, USA
| | - Cristina M Alvira
- Division of Pediatric Critical Care Medicine, Stanford University, Palo Alto, CA, USA
| | - Roham T Zamanian
- Division of Pulmonary and Critical Care, Stanford University, Palo Alto, CA, USA
| | - Kara Goss
- Department of Medicine and Pediatrics, University of Texas Southwestern, Dallas, TX, USA
| | - Ke Yuan
- Boston Children's Hospital, Boston, MA, USA
| | - Sebastien Bonnet
- Department of Medicine, University of Laval, Quebec City, QC, Canada
| | - Olivier Boucherat
- Department of Medicine, University of Laval, Quebec City, QC, Canada
| | - Soni Pullamsetti
- Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
| | | | | | - Tatiana V Kudryashova
- University of Pittsburgh Heart, Blood, and Vascular Medicine Institute, Pittsburgh, PA, USA
| | - Mark R Nicolls
- Division of Pulmonary and Critical Care, Stanford University, Palo Alto, CA, USA
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20
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Weinand K, Sakaue S, Nathan A, Jonsson AH, Zhang F, Watts GFM, Al Suqri M, Zhu Z, Rao DA, Anolik JH, Brenner MB, Donlin LT, Wei K, Raychaudhuri S. The chromatin landscape of pathogenic transcriptional cell states in rheumatoid arthritis. Nat Commun 2024; 15:4650. [PMID: 38821936 PMCID: PMC11143375 DOI: 10.1038/s41467-024-48620-7] [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: 03/29/2023] [Accepted: 05/02/2024] [Indexed: 06/02/2024] Open
Abstract
Synovial tissue inflammation is a hallmark of rheumatoid arthritis (RA). Recent work has identified prominent pathogenic cell states in inflamed RA synovial tissue, such as T peripheral helper cells; however, the epigenetic regulation of these states has yet to be defined. Here, we examine genome-wide open chromatin at single-cell resolution in 30 synovial tissue samples, including 12 samples with transcriptional data in multimodal experiments. We identify 24 chromatin classes and predict their associated transcription factors, including a CD8 + GZMK+ class associated with EOMES and a lining fibroblast class associated with AP-1. By integrating with an RA tissue transcriptional atlas, we propose that these chromatin classes represent 'superstates' corresponding to multiple transcriptional cell states. Finally, we demonstrate the utility of this RA tissue chromatin atlas through the associations between disease phenotypes and chromatin class abundance, as well as the nomination of classes mediating the effects of putatively causal RA genetic variants.
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Affiliation(s)
- Kathryn Weinand
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Saori Sakaue
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Aparna Nathan
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Anna Helena Jonsson
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Fan Zhang
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine Division of Rheumatology and Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Gerald F M Watts
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Majd Al Suqri
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Zhu Zhu
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Deepak A Rao
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Jennifer H Anolik
- Division of Allergy, Immunology and Rheumatology, Department of Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Michael B Brenner
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Laura T Donlin
- Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
| | - Kevin Wei
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Soumya Raychaudhuri
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
- Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Versus Arthritis Centre for Genetics and Genomics, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK.
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21
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Chen D, Fan X, Wang K, Gong L, Melero-Martin JM, Pu WT. Pioneer factor ETV2 safeguards endothelial cell specification by recruiting the repressor REST to restrict alternative lineage commitment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.28.595971. [PMID: 38853821 PMCID: PMC11160620 DOI: 10.1101/2024.05.28.595971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Mechanisms of cell fate specification remain a central question for developmental biology and regenerative medicine. The pioneer factor ETV2 is a master regulator for the endothelial cell (EC) lineage specification. Here, we studied mechanisms of ETV2-driven fate specification using a highly efficient system in which ETV2 directs human induced pluripotent stem cell-derived mesodermal progenitors to form ECs over two days. By applying CUT&RUN, single-cell RNA-sequencing (scRNA-seq) and single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq) analyses, we characterized the transcriptomic profiles, chromatin landscapes, dynamic cis-regulatory elements (CREs), and molecular features of EC cell differentiation mediated by ETV2. This defined the scope of ETV2 pioneering activity and identified its direct downstream target genes. Induced ETV2 expression both directed specification of endothelial progenitors and suppressed acquisition of alternative fates. Functional screening and candidate validation revealed cofactors essential for efficient EC specification, including the transcriptional activator GABPA. Surprisingly, the transcriptional repressor REST was also necessary for efficient EC specification. ETV2 recruited REST to occupy and repress non-EC lineage genes. Collectively, our study provides an unparalleled molecular analysis of EC specification at single-cell resolution and identifies the important role of pioneer factors to recruit repressors that suppress commitment to alternative lineages.
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22
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Awad KS, Wang S, Dougherty EJ, Keshavarz A, Demirkale CY, Yu ZX, Miller L, Elinoff JM, Danner RL. BMPR2 Loss Activates AKT by Disrupting DLL4/NOTCH1 and PPARγ Signaling in Pulmonary Arterial Hypertension. Int J Mol Sci 2024; 25:5403. [PMID: 38791441 PMCID: PMC11121464 DOI: 10.3390/ijms25105403] [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: 04/16/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 05/26/2024] Open
Abstract
Pulmonary arterial hypertension (PAH) is a progressive cardiopulmonary disease characterized by pathologic vascular remodeling of small pulmonary arteries. Endothelial dysfunction in advanced PAH is associated with proliferation, apoptosis resistance, and endothelial to mesenchymal transition (EndoMT) due to aberrant signaling. DLL4, a cell membrane associated NOTCH ligand, plays a pivotal role maintaining vascular integrity. Inhibition of DLL4 has been associated with the development of pulmonary hypertension, but the mechanism is incompletely understood. Here we report that BMPR2 silencing in pulmonary artery endothelial cells (PAECs) activated AKT and suppressed the expression of DLL4. Consistent with these in vitro findings, increased AKT activation and reduced DLL4 expression was found in the small pulmonary arteries of patients with PAH. Increased NOTCH1 activation through exogenous DLL4 blocked AKT activation, decreased proliferation and reversed EndoMT. Exogenous and overexpression of DLL4 induced BMPR2 and PPRE promoter activity, and BMPR2 and PPARG mRNA in idiopathic PAH (IPAH) ECs. PPARγ, a nuclear receptor associated with EC homeostasis, suppressed by BMPR2 loss was induced and activated by DLL4/NOTCH1 signaling in both BMPR2-silenced and IPAH ECs, reversing aberrant phenotypic changes, in part through AKT inhibition. Directly blocking AKT or restoring DLL4/NOTCH1/PPARγ signaling may be beneficial in preventing or reversing the pathologic vascular remodeling of PAH.
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MESH Headings
- Humans
- Proto-Oncogene Proteins c-akt/metabolism
- Signal Transduction
- Bone Morphogenetic Protein Receptors, Type II/metabolism
- Bone Morphogenetic Protein Receptors, Type II/genetics
- PPAR gamma/metabolism
- PPAR gamma/genetics
- Receptor, Notch1/metabolism
- Receptor, Notch1/genetics
- Pulmonary Artery/metabolism
- Pulmonary Artery/pathology
- Endothelial Cells/metabolism
- Adaptor Proteins, Signal Transducing/metabolism
- Adaptor Proteins, Signal Transducing/genetics
- Calcium-Binding Proteins/metabolism
- Calcium-Binding Proteins/genetics
- Pulmonary Arterial Hypertension/metabolism
- Pulmonary Arterial Hypertension/genetics
- Pulmonary Arterial Hypertension/pathology
- Male
- Cell Proliferation
- Hypertension, Pulmonary/metabolism
- Hypertension, Pulmonary/genetics
- Hypertension, Pulmonary/pathology
- Female
- Cells, Cultured
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Affiliation(s)
- Keytam S. Awad
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
| | - Shuibang Wang
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
| | - Edward J. Dougherty
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
| | - Ali Keshavarz
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
| | - Cumhur Y. Demirkale
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
| | - Zu Xi Yu
- Critical Care Medicine and Pulmonary Branch, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD 20892, USA; (Z.X.Y.); (J.M.E.)
| | - Latonia Miller
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
| | - Jason M. Elinoff
- Critical Care Medicine and Pulmonary Branch, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD 20892, USA; (Z.X.Y.); (J.M.E.)
| | - Robert L. Danner
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, MD 20892, USA; (S.W.); (E.J.D.); (A.K.); (C.Y.D.); (L.M.); (R.L.D.)
- Critical Care Medicine and Pulmonary Branch, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD 20892, USA; (Z.X.Y.); (J.M.E.)
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23
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Fowler JL, Zheng SL, Nguyen A, Chen A, Xiong X, Chai T, Chen JY, Karigane D, Banuelos AM, Niizuma K, Kayamori K, Nishimura T, Cromer MK, Gonzalez-Perez D, Mason C, Liu DD, Yilmaz L, Miquerol L, Porteus MH, Luca VC, Majeti R, Nakauchi H, Red-Horse K, Weissman IL, Ang LT, Loh KM. Lineage-tracing hematopoietic stem cell origins in vivo to efficiently make human HLF+ HOXA+ hematopoietic progenitors from pluripotent stem cells. Dev Cell 2024; 59:1110-1131.e22. [PMID: 38569552 PMCID: PMC11072092 DOI: 10.1016/j.devcel.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 12/05/2023] [Accepted: 03/01/2024] [Indexed: 04/05/2024]
Abstract
The developmental origin of blood-forming hematopoietic stem cells (HSCs) is a longstanding question. Here, our non-invasive genetic lineage tracing in mouse embryos pinpoints that artery endothelial cells generate HSCs. Arteries are transiently competent to generate HSCs for 2.5 days (∼E8.5-E11) but subsequently cease, delimiting a narrow time frame for HSC formation in vivo. Guided by the arterial origins of blood, we efficiently and rapidly differentiate human pluripotent stem cells (hPSCs) into posterior primitive streak, lateral mesoderm, artery endothelium, hemogenic endothelium, and >90% pure hematopoietic progenitors within 10 days. hPSC-derived hematopoietic progenitors generate T, B, NK, erythroid, and myeloid cells in vitro and, critically, express hallmark HSC transcription factors HLF and HOXA5-HOXA10, which were previously challenging to upregulate. We differentiated hPSCs into highly enriched HLF+ HOXA+ hematopoietic progenitors with near-stoichiometric efficiency by blocking formation of unwanted lineages at each differentiation step. hPSC-derived HLF+ HOXA+ hematopoietic progenitors could avail both basic research and cellular therapies.
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Affiliation(s)
- Jonas L Fowler
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Sherry Li Zheng
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Alana Nguyen
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Angela Chen
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Xiaochen Xiong
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Timothy Chai
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Julie Y Chen
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA
| | - Daiki Karigane
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Division of Hematology, Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Allison M Banuelos
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Kouta Niizuma
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Kensuke Kayamori
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Division of Hematology, Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Toshinobu Nishimura
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - M Kyle Cromer
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | | | - Charlotte Mason
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Daniel Dan Liu
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Leyla Yilmaz
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Lucile Miquerol
- Aix-Marseille Université, CNRS UMR 7288, IBDM, Marseille 13288, France
| | - Matthew H Porteus
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Vincent C Luca
- Department of Drug Discovery, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Ravindra Majeti
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Division of Hematology, Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Hiromitsu Nakauchi
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Kristy Red-Horse
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Biology, Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Irving L Weissman
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Lay Teng Ang
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA.
| | - Kyle M Loh
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA.
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24
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Lin Y, Gahn J, Banerjee K, Dobreva G, Singhal M, Dubrac A, Ola R. Role of endothelial PDGFB in arterio-venous malformations pathogenesis. Angiogenesis 2024; 27:193-209. [PMID: 38070064 PMCID: PMC11021264 DOI: 10.1007/s10456-023-09900-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 11/05/2023] [Indexed: 04/17/2024]
Abstract
Arterial-venous malformations (AVMs) are direct connections between arteries and veins without an intervening capillary bed. Either familial inherited or sporadically occurring, localized pericytes (PCs) drop is among the AVMs' hallmarks. Whether impaired PC coverage triggers AVMs or it is a secondary event is unclear. Here we evaluated the role of the master regulator of PC recruitment, Platelet derived growth factor B (PDGFB) in AVM pathogenesis. Using tamoxifen-inducible deletion of Pdgfb in endothelial cells (ECs), we show that disruption of EC Pdgfb-mediated PC recruitment and maintenance leads to capillary enlargement and organotypic AVM-like structures. These vascular lesions contain non-proliferative hyperplastic, hypertrophic and miss-oriented capillary ECs with an altered capillary EC fate identity. Mechanistically, we propose that PDGFB maintains capillary EC size and caliber to limit hemodynamic changes, thus restricting expression of Krüppel like factor 4 and activation of Bone morphogenic protein, Transforming growth factor β and NOTCH signaling in ECs. Furthermore, our study emphasizes that inducing or activating PDGFB signaling may be a viable therapeutic approach for treating vascular malformations.
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Affiliation(s)
- Yanzhu Lin
- Experimental Pharmacology Mannheim (EPM), European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Johannes Gahn
- Experimental Pharmacology Mannheim (EPM), European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Kuheli Banerjee
- Experimental Pharmacology Mannheim (EPM), European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Gergana Dobreva
- Department of Cardiovascular Genomics and Epigenomics, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- German Centre for Cardiovascular Research (DZHK), Heidelberg, Germany
| | - Mahak Singhal
- Laboratory of AngioRhythms, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Alexandre Dubrac
- Centre de Recherche, CHU St. Justine, Montreal, QC, H3T 1C5, Canada
- Département de Pathologie et Biologie Cellulaire, Université de Montréal, Montreal, QC, H3T 1J4, Canada
| | - Roxana Ola
- Experimental Pharmacology Mannheim (EPM), European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
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25
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Stewen J, Kruse K, Godoi-Filip AT, Zenia, Jeong HW, Adams S, Berkenfeld F, Stehling M, Red-Horse K, Adams RH, Pitulescu ME. Eph-ephrin signaling couples endothelial cell sorting and arterial specification. Nat Commun 2024; 15:2539. [PMID: 38570531 PMCID: PMC10991410 DOI: 10.1038/s41467-024-46300-0] [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: 03/01/2023] [Accepted: 02/21/2024] [Indexed: 04/05/2024] Open
Abstract
Cell segregation allows the compartmentalization of cells with similar fates during morphogenesis, which can be enhanced by cell fate plasticity in response to local molecular and biomechanical cues. Endothelial tip cells in the growing retina, which lead vessel sprouts, give rise to arterial endothelial cells and thereby mediate arterial growth. Here, we have combined cell type-specific and inducible mouse genetics, flow experiments in vitro, single-cell RNA sequencing and biochemistry to show that the balance between ephrin-B2 and its receptor EphB4 is critical for arterial specification, cell sorting and arteriovenous patterning. At the molecular level, elevated ephrin-B2 function after loss of EphB4 enhances signaling responses by the Notch pathway, VEGF and the transcription factor Dach1, which is influenced by endothelial shear stress. Our findings reveal how Eph-ephrin interactions integrate cell segregation and arteriovenous specification in the vasculature, which has potential relevance for human vascular malformations caused by EPHB4 mutations.
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Affiliation(s)
- Jonas Stewen
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Kai Kruse
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
- Bioinformatics Service Unit, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Anca T Godoi-Filip
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Zenia
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Hyun-Woo Jeong
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
- Sequencing Core Facility, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Susanne Adams
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Frank Berkenfeld
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Martin Stehling
- Flow Cytometry Unit, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany
| | - Kristy Red-Horse
- Department of Biology, Stanford University, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford, CA, USA
| | - Ralf H Adams
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany.
| | - Mara E Pitulescu
- Department of Tissue Morphogenesis, Max Planck Institute for Molecular Biomedicine, D-48149, Münster, Germany.
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26
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Grath A, Dai G. SOX17/ETV2 improves the direct reprogramming of adult fibroblasts to endothelial cells. CELL REPORTS METHODS 2024; 4:100732. [PMID: 38503291 PMCID: PMC10985233 DOI: 10.1016/j.crmeth.2024.100732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 11/07/2023] [Accepted: 02/23/2024] [Indexed: 03/21/2024]
Abstract
An autologous source of vascular endothelial cells (ECs) is valuable for vascular regeneration and tissue engineering without the concern of immune rejection. The transcription factor ETS variant 2 (ETV2) has been shown to directly convert patient fibroblasts into vascular EC-like cells. However, reprogramming efficiency is low and there are limitations in EC functions, such as eNOS expression. In this study, we directly reprogram adult human dermal fibroblasts into reprogrammed ECs (rECs) by overexpressing SOX17 in conjunction with ETV2. We find several advantages to rEC generation using this approach, including improved reprogramming efficiency, increased enrichment of EC genes, formation of large blood vessels carrying blood from the host, and, most importantly, expression of eNOS in vivo. From these results, we present an improved method to reprogram adult fibroblasts into functional ECs and posit ideas for the future that could potentially further improve the reprogramming process.
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Affiliation(s)
- Alexander Grath
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| | - Guohao Dai
- Department of Bioengineering, Northeastern University, Boston, MA, USA.
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27
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Wang J, Ji C, Ye W, Rong Y, Ge X, Wang Z, Tang P, Zhou Z, Luo Y, Cai W. Deubiquitinase UCHL1 promotes angiogenesis and blood-spinal cord barrier function recovery after spinal cord injury by stabilizing Sox17. Cell Mol Life Sci 2024; 81:137. [PMID: 38478109 PMCID: PMC10937794 DOI: 10.1007/s00018-024-05186-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 02/15/2024] [Accepted: 02/18/2024] [Indexed: 03/17/2024]
Abstract
Improving the function of the blood-spinal cord barrier (BSCB) benefits the functional recovery of mice following spinal cord injury (SCI). The death of endothelial cells and disruption of the BSCB at the injury site contribute to secondary damage, and the ubiquitin-proteasome system is involved in regulating protein function. However, little is known about the regulation of deubiquitinated enzymes in endothelial cells and their effect on BSCB function after SCI. We observed that Sox17 is predominantly localized in endothelial cells and is significantly upregulated after SCI and in LPS-treated brain microvascular endothelial cells. In vitro Sox17 knockdown attenuated endothelial cell proliferation, migration, and tube formation, while in vivo Sox17 knockdown inhibited endothelial regeneration and barrier recovery, leading to poor functional recovery after SCI. Conversely, in vivo overexpression of Sox17 promoted angiogenesis and functional recovery after injury. Additionally, immunoprecipitation-mass spectrometry revealed the interaction between the deubiquitinase UCHL1 and Sox17, which stabilized Sox17 and influenced angiogenesis and BSCB repair following injury. By generating UCHL1 conditional knockout mice and conducting rescue experiments, we further validated that the deubiquitinase UCHL1 promotes angiogenesis and restoration of BSCB function after injury by stabilizing Sox17. Collectively, our findings present a novel therapeutic target for treating SCI by revealing a potential mechanism for endothelial cell regeneration and BSCB repair after SCI.
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Affiliation(s)
- Jiaxing Wang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Chengyue Ji
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Wu Ye
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Yuluo Rong
- Department of Orthopaedics, Centre for Leading Medicine and Advanced Technologies of IHM, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, 230001, Anhui, China
| | - Xuhui Ge
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Zhuanghui Wang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Pengyu Tang
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Zheng Zhou
- Department of Emergency Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China.
| | - Yongjun Luo
- Department of Orthopedics, The Fourth Affiliated Hospital of Soochow University, Suzhou, 215123, Jiangsu, China.
| | - Weihua Cai
- Department of Orthopedics, First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, Jiangsu, China.
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28
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Brookins E, Serrano SE, Yacu GS, Finer G, Thomson BR. Non-endothelial expression of Endomucin in the mouse and human choroid. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.08.584133. [PMID: 38559191 PMCID: PMC10979916 DOI: 10.1101/2024.03.08.584133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Endomucin (EMCN) is a 261 AA transmembrane glycoprotein that is highly expressed by venous and capillary endothelial cells where it plays a role in VEGF-mediated angiogenesis and regulation of immune cell recruitment. However, it is better known as a histological marker, where it has become widespread due to the commercial availability of high-quality antibodies that work under a wide range of conditions and in many tissues. The specificity of EMCN staining has been well-validated in retinal vessels, but while it has been used extensively as a marker in other tissues of the eye, including the choroid, the pattern of expression has not been described in detail. Here, in addition to endothelial expression in the choriocapillaris and deeper vascular layers, we characterize a population of EMCN-positive perivascular cells in the mouse choroid that did not co-localize with cells expressing other endothelial markers such as PECAM1 or PODXL. To confirm that these cells represented a new population of EMCN-expressing stromal cells, we then performed single cell RNA sequencing in choroids from adult wild-type mice. Analysis of this new dataset confirmed that, in addition to endothelial cells, Emcn mRNA expression was present in choroidal pericytes and a subset of fibroblasts, but not vascular smooth muscle cells. Besides Emcn , no known endothelial gene expression was detected in these cell populations, confirming that they did not represent endothelial-stromal doublets, a common technical artifact in single cell RNA seq datasets. Instead, choroidal Emcn -expressing fibroblasts exhibited high levels of chemokine and interferon signaling genes, while Emcn -negative fibroblasts were enriched in genes encoding extracellular matrix proteins. Emcn expressing fibroblasts were also detected in published datasets from mouse brain and human choroid, suggesting that stromal Emcn expression was not unique to the choroid and was evolutionarily conserved. Together, these findings highlight unique fibroblast and pericyte populations in the choroid and provide new context for the role of EMCN in angiogenesis and immune cell recruitment.
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29
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Loh KM, Ang LT. Building human artery and vein endothelial cells from pluripotent stem cells, and enduring mysteries surrounding arteriovenous development. Semin Cell Dev Biol 2024; 155:62-75. [PMID: 37393122 DOI: 10.1016/j.semcdb.2023.06.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 06/07/2023] [Indexed: 07/03/2023]
Abstract
Owing to their manifold roles in health and disease, there have been intense efforts to synthetically generate blood vessels in vitro from human pluripotent stem cells (hPSCs). However, there are multiple types of blood vessel, including arteries and veins, which are molecularly and functionally different. How can we specifically generate either arterial or venous endothelial cells (ECs) from hPSCs in vitro? Here, we summarize how arterial or venous ECs arise during embryonic development. VEGF and NOTCH arbitrate the bifurcation of arterial vs. venous ECs in vivo. While manipulating these two signaling pathways biases hPSC differentiation towards arterial and venous identities, efficiently generating these two subtypes of ECs has remained challenging until recently. Numerous questions remain to be fully addressed. What is the complete identity, timing and combination of extracellular signals that specify arterial vs. venous identities? How do these extracellular signals intersect with fluid flow to modulate arteriovenous fate? What is a unified definition for endothelial progenitors or angioblasts, and when do arterial vs. venous potentials segregate? How can we regulate hPSC-derived arterial and venous ECs in vitro, and generate organ-specific ECs? In turn, answers to these questions could avail the production of arterial and venous ECs from hPSCs, accelerating vascular research, tissue engineering, and regenerative medicine.
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Affiliation(s)
- Kyle M Loh
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA; Department of Developmental Biology, Stanford University, Stanford, CA 94305, USA.
| | - Lay Teng Ang
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University, Stanford, CA 94305, USA.
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30
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Chen J, Zhang X, DeLaughter DM, Trembley MA, Saifee S, Xiao F, Chen J, Zhou P, Seidman CE, Seidman JG, Pu WT. Molecular and Spatial Signatures of Mouse Embryonic Endothelial Cells at Single-Cell Resolution. Circ Res 2024; 134:529-546. [PMID: 38348657 PMCID: PMC10906678 DOI: 10.1161/circresaha.123.323956] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 01/30/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Mature endothelial cells (ECs) are heterogeneous, with subtypes defined by tissue origin and position within the vascular bed (ie, artery, capillary, vein, and lymphatic). How this heterogeneity is established during the development of the vascular system, especially arteriovenous specification of ECs, remains incompletely characterized. METHODS We used droplet-based single-cell RNA sequencing and multiplexed error-robust fluorescence in situ hybridization to define EC and EC progenitor subtypes from E9.5, E12.5, and E15.5 mouse embryos. We used trajectory inference to analyze the specification of arterial ECs (aECs) and venous ECs (vECs) from EC progenitors. Network analysis identified candidate transcriptional regulators of arteriovenous differentiation, which we tested by CRISPR (clustered regularly interspaced short palindromic repeats) loss of function in human-induced pluripotent stem cells undergoing directed differentiation to aECs or vECs (human-induced pluripotent stem cell-aECs or human-induced pluripotent stem cell-vECs). RESULTS From the single-cell transcriptomes of 7682 E9.5 to E15.5 ECs, we identified 19 EC subtypes, including Etv2+Bnip3+ EC progenitors. Spatial transcriptomic analysis of 15 448 ECs provided orthogonal validation of these EC subtypes and established their spatial distribution. Most embryonic ECs were grouped by their vascular-bed types, while ECs from the brain, heart, liver, and lung were grouped by their tissue origins. Arterial (Eln, Dkk2, Vegfc, and Egfl8), venous (Fam174b and Clec14a), and capillary (Kcne3) marker genes were identified. Compared with aECs, embryonic vECs and capillary ECs shared fewer markers than their adult counterparts. Early capillary ECs with venous characteristics functioned as a branch point for differentiation of aEC and vEC lineages. CONCLUSIONS Our results provide a spatiotemporal map of embryonic EC heterogeneity at single-cell resolution and demonstrate that the diversity of ECs in the embryo arises from both tissue origin and vascular-bed position. Developing aECs and vECs share common venous-featured capillary precursors and are regulated by distinct transcriptional regulatory networks.
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Affiliation(s)
- Jian Chen
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Xiaoran Zhang
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | | | | | - Shaila Saifee
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Feng Xiao
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Jiehui Chen
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Pingzhu Zhou
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | - William T. Pu
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Harvard Stem Cell Institute, Cambridge, MA, USA
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31
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Awad KS, Wang S, Dougherty EJ, Keshavarz A, Demirkale CY, Yu ZX, Miller L, Elinoff JM, Danner RL. Disruption of DLL4/NOTCH1 Causes Dysregulated PPARγ/AKT Signaling in Pulmonary Arterial Hypertension. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.31.578230. [PMID: 38903104 PMCID: PMC11188078 DOI: 10.1101/2024.01.31.578230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Pulmonary arterial hypertension (PAH) is a progressive cardiopulmonary disease characterized by vascular remodeling of small pulmonary arteries. Endothelial dysfunction in advanced PAH is associated with proliferation, apoptosis resistance, and endothelial to mesenchymal transition (EndoMT) due to aberrant signaling. DLL4, a cell membrane associated NOTCH ligand, activates NOTCH1 signaling and plays a pivotal role maintaining vascular integrity. Inhibition of DLL4 has been associated with the development of pulmonary hypertension, but the mechanism is incompletely understood. Here we report that BMPR2 silencing in PAECs activated AKT and decreased DLL4 expression. DLL4 loss was also seen in lungs of patients with IPAH and HPAH. Over-expression of DLL4 in PAECs induced BMPR2 promoter activity and exogenous DLL4 increased BMPR2 mRNA through NOTCH1 activation. Furthermore, DLL4/NOTCH1 signaling blocked AKT activation, decreased proliferation and reversed EndoMT in BMPR2-silenced PAECs and ECs from IPAH patients. PPARγ, suppressed by BMPR2 loss, was induced and activated by DLL4/NOTCH1 signaling in both BMPR2-silenced and IPAH PAECs, reversing aberrant phenotypic changes, in part through AKT inhibition. Finally, leniolisib, a well-tolerated oral PI3Kδ/AKT inhibitor, decreased cell proliferation, induced apoptosis and reversed markers of EndoMT in BMPR2-silenced PAECs. Restoring DLL4/NOTCH1/PPARγ signaling and/or suppressing AKT activation may be beneficial in preventing or reversing the pathologic vascular remodeling of PAH.
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Affiliation(s)
- Keytam S Awad
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
| | - Shuibang Wang
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
| | - Edward J Dougherty
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
| | - Ali Keshavarz
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
| | - Cumhur Y Demirkale
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
| | - Zu Xi Yu
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, US, 20892
| | - Latonia Miller
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, US, 20892
| | - Jason M Elinoff
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, US, 20892
| | - Robert L Danner
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, US, 20892
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32
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Chen D, Rukhlenko OS, Coon BG, Joshi D, Chakraborty R, Martin KA, Kholodenko BN, Schwartz MA, Simons M. VEGF counteracts shear stress-determined arterial fate specification during capillary remodeling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.23.576920. [PMID: 38328237 PMCID: PMC10849567 DOI: 10.1101/2024.01.23.576920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
A key feature of arteriogenesis is capillary-to-arterial endothelial cell fate transition. Although a number of studies in the past two decades suggested this process is driven by VEGF activation of Notch signaling, how arteriogenesis is regulated remains poorly understood. Here we report that arterial specification is mediated by fluid shear stress (FSS) independent of VEGFR2 signaling and that a decline in VEGFR2 signaling is required for arteriogenesis to fully take place. VEGF does not induce arterial fate in capillary ECs and, instead, counteracts FSS-driven capillary-to-arterial cell fate transition. Mechanistically, FSS-driven arterial program involves both Notch-dependent and Notch-independent events. Sox17 is the key mediator of the FSS-induced arterial specification and a target of VEGF-FSS competition. These findings suggest a new paradigm of VEGF-FSS crosstalk coordinating angiogenesis, arteriogenesis and capillary maintenance.
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33
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Payne S, Neal A, De Val S. Transcription factors regulating vasculogenesis and angiogenesis. Dev Dyn 2024; 253:28-58. [PMID: 36795082 PMCID: PMC10952167 DOI: 10.1002/dvdy.575] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 02/06/2023] [Accepted: 02/06/2023] [Indexed: 02/17/2023] Open
Abstract
Transcription factors (TFs) play a crucial role in regulating the dynamic and precise patterns of gene expression required for the initial specification of endothelial cells (ECs), and during endothelial growth and differentiation. While sharing many core features, ECs can be highly heterogeneous. Differential gene expression between ECs is essential to pattern the hierarchical vascular network into arteries, veins and capillaries, to drive angiogenic growth of new vessels, and to direct specialization in response to local signals. Unlike many other cell types, ECs have no single master regulator, instead relying on differing combinations of a necessarily limited repertoire of TFs to achieve tight spatial and temporal activation and repression of gene expression. Here, we will discuss the cohort of TFs known to be involved in directing gene expression during different stages of mammalian vasculogenesis and angiogenesis, with a primary focus on development.
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Affiliation(s)
- Sophie Payne
- Department of Physiology, Anatomy and GeneticsInstitute of Developmental and Regenerative Medicine, University of OxfordOxfordUK
| | - Alice Neal
- Department of Physiology, Anatomy and GeneticsInstitute of Developmental and Regenerative Medicine, University of OxfordOxfordUK
| | - Sarah De Val
- Department of Physiology, Anatomy and GeneticsInstitute of Developmental and Regenerative Medicine, University of OxfordOxfordUK
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Zisis V, Anastasiadou PA, Poulopoulos A, Vahtsevanos K, Paraskevopoulos K, Andreadis D. A Preliminary Study of the Role of Endothelial-Mesenchymal Transitory Factor SOX 2 and CD147 in the Microvascularization of Oral Squamous Cell Carcinoma. Cureus 2024; 16:e52265. [PMID: 38352102 PMCID: PMC10863931 DOI: 10.7759/cureus.52265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2024] [Indexed: 02/16/2024] Open
Abstract
INTRODUCTION The aim of this study was to detect the possible endothelial expression of embryonic-type cancer stem cells (CSC) marker SOX2 and the stemness-type CSC marker CD147 in oral potential malignant disorders (OPMDs), oral leukoplakia (OL) in particular, and oral squamous cell carcinoma (OSCC). METHODS This study focuses on the immunohistochemical pattern of expression of CSC protein-biomarkers SOX2 and CD147 in paraffin-embedded samples of 21 OSCCs of different grades of differentiation and 30 cases of OLs with different grades of dysplasia, compared to normal oral mucosa. RESULTS The protein biomarker SOX2 was expressed in the endothelial cells, but without establishing any statistically significant correlation among OSCC, OL, and normal tissue specimens. However, SOX endothelial staining was noticed in 7/30 (23.3%) cases of OL (one non-dysplastic, one mildly dysplastic, one moderately dysplastic, and four severely dysplastic cases) and 5/21 (23.8%) cases of OSCC (two well-differentiated, one moderately differentiated, and two poorly differentiated cases). Although CD147 is expressed in normal oral epithelium, OL, and OSCC neoplastic cells, its vascular-endothelial expression was noticed in only 2/5 (40%) cases of normal oral epithelium, 1/30 (3.3%) cases of OL (one severely dysplastic case), and 4/21 (19%) cases of OSCC (two well-differentiated, one moderately differentiated, and one poorly differentiated case). Therefore, no statistically significant correlation among OSCC, OL, and normal tissue specimens was established. CONCLUSION The endothelial presence of SOX2 both in oral potentially malignant and malignant lesions suggests that SOX2 may be implicated in the microvascularization process and associated with the degree of dysplasia in OL. The expression of CD147 may be attributed both to local inflammation and tumorigenesis. The implementation of CD147 in larger groups of tissue samples will shed some light on its role in cancer and inflammation. The evidence so far supports the need for more studies, which may support the clinical significance of these novel cancer stem cell biomarkers.
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Affiliation(s)
- Vasileios Zisis
- Oral Medicine and Pathology, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | | | | | - Konstantinos Vahtsevanos
- Oral and Maxillofacial Surgery, Papanikolaou Hospital, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | | | - Dimitrios Andreadis
- Oral Medicine and Pathology, Aristotle University of Thessaloniki, Thessaloniki, GRC
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Simmons Beck R, Liang OD, Klinger JR. Light at the ENDothelium-role of Sox17 and Runx1 in endothelial dysfunction and pulmonary arterial hypertension. Front Cardiovasc Med 2023; 10:1274033. [PMID: 38028440 PMCID: PMC10656768 DOI: 10.3389/fcvm.2023.1274033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/11/2023] [Indexed: 12/01/2023] Open
Abstract
Pulmonary arterial hypertension (PAH) is a progressive disease that is characterized by an obliterative vasculopathy of the distal pulmonary circulation. Despite significant progress in our understanding of the pathophysiology, currently approved medical therapies for PAH act primarily as pulmonary vasodilators and fail to address the underlying processes that lead to the development and progression of the disease. Endothelial dysregulation in response to stress, injury or physiologic stimuli followed by perivascular infiltration of immune cells plays a prominent role in the pulmonary vascular remodeling of PAH. Over the last few decades, our understanding of endothelial cell dysregulation has evolved and brought to light a number of transcription factors that play important roles in vascular homeostasis and angiogenesis. In this review, we examine two such factors, SOX17 and one of its downstream targets, RUNX1 and the emerging data that implicate their roles in the pathogenesis of PAH. We review their discovery and discuss their function in angiogenesis and lung vascular development including their roles in endothelial to hematopoietic transition (EHT) and their ability to drive progenitor stem cells toward an endothelial or myeloid fate. We also summarize the data from studies that link mutations in Sox17 with an increased risk of developing PAH and studies that implicate Sox17 and Runx1 in the pathogenesis of PAH. Finally, we review the results of recent studies from our lab demonstrating the efficacy of preventing and reversing pulmonary hypertension in animal models of PAH by deleting RUNX1 expression in endothelial or myeloid cells or by the use of RUNX1 inhibitors. By investigating PAH through the lens of SOX17 and RUNX1 we hope to shed light on the role of these transcription factors in vascular homeostasis and endothelial dysregulation, their contribution to pulmonary vascular remodeling in PAH, and their potential as novel therapeutic targets for treating this devastating disease.
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Affiliation(s)
- Robert Simmons Beck
- Division of Pulmonary, Sleep and Critical Care Medicine, Rhode Island Hospital and the Alpert Medical School of Brown University, Providence, RI, United States
| | - Olin D. Liang
- Division of Hematology/Oncology, Rhode Island Hospital and the Alpert Medical School of Brown University, Providence, RI, United States
| | - James R. Klinger
- Division of Pulmonary, Sleep and Critical Care Medicine, Rhode Island Hospital and the Alpert Medical School of Brown University, Providence, RI, United States
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Yi D, Liu B, Ding H, Li S, Li R, Pan J, Ramirez K, Xia X, Kala M, Ye Q, Lee WH, Frye RE, Wang T, Zhao Y, Knox KS, Glembotski CC, Fallon MB, Dai Z. E2F1 Mediates SOX17 Deficiency-Induced Pulmonary Hypertension. Hypertension 2023; 80:2357-2371. [PMID: 37737027 PMCID: PMC10591929 DOI: 10.1161/hypertensionaha.123.21241] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 08/17/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND Rare genetic variants and genetic variation at loci in an enhancer in SOX17 (SRY-box transcription factor 17) are identified in patients with idiopathic pulmonary arterial hypertension (PAH) and PAH with congenital heart disease. However, the exact role of genetic variants or mutations in SOX17 in PAH pathogenesis has not been reported. METHODS SOX17 expression was evaluated in the lungs and pulmonary endothelial cells (ECs) of patients with idiopathic PAH. Mice with Tie2Cre-mediated Sox17 knockdown and EC-specific Sox17 deletion were generated to determine the role of SOX17 deficiency in the pathogenesis of PAH. Human pulmonary ECs were cultured to understand the role of SOX17 deficiency. Single-cell RNA sequencing, RNA-sequencing analysis, and luciferase assay were performed to understand the underlying molecular mechanisms of SOX17 deficiency-induced PAH. E2F1 (E2F transcription factor 1) inhibitor HLM006474 was used in EC-specific Sox17 mice. RESULTS SOX17 expression was downregulated in the lung and pulmonary ECs from patients with idiopathic PAH. Mice with Tie2Cre-mediated Sox17 knockdown and EC-specific Sox17 deletion induced spontaneously mild pulmonary hypertension. Loss of endothelial Sox17 in EC exacerbated hypoxia-induced pulmonary hypertension in mice. Loss of SOX17 in lung ECs induced endothelial dysfunctions including upregulation of cell cycle programming, proliferative and antiapoptotic phenotypes, augmentation of paracrine effect on pulmonary arterial smooth muscle cells, impaired cellular junction, and BMP (bone morphogenetic protein) signaling. E2F1 signaling was shown to mediate the SOX17 deficiency-induced EC dysfunction. Pharmacological inhibition of E2F1 in Sox17 EC-deficient mice attenuated pulmonary hypertension development. CONCLUSIONS Our study demonstrated that endothelial SOX17 deficiency induces pulmonary hypertension through E2F1. Thus, targeting E2F1 signaling represents a promising approach in patients with PAH.
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Affiliation(s)
- Dan Yi
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Bin Liu
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Hongxu Ding
- Department of Pharmacy Practice & Science, College of Pharmacy, University of Arizona, Tucson, Arizona, USA
| | - Shuai Li
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Rebecca Li
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Jiakai Pan
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Karina Ramirez
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Xiaomei Xia
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Mrinalini Kala
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Qinmao Ye
- Department of Physiology and Cell Biology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Won Hee Lee
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Basic Medical Sciences, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | | | - Ting Wang
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Environmental Health Science and Center of Translational Science, Florida International University, Port Saint Lucie, Florida, USA
| | - Yutong Zhao
- Department of Physiology and Cell Biology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Kenneth S. Knox
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Christopher C. Glembotski
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Michael B. Fallon
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Zhiyu Dai
- Division of Pulmonary, Critical Care and Sleep, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
- BIO5 Institute, University of Arizona, Tucson, Arizona, USA
- Sarver Heart Center, University of Arizona, Tucson, Arizona, USA
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Welch CL, Aldred MA, Balachandar S, Dooijes D, Eichstaedt CA, Gräf S, Houweling AC, Machado RD, Pandya D, Prapa M, Shaukat M, Southgate L, Tenorio-Castano J, Chung WK. Defining the clinical validity of genes reported to cause pulmonary arterial hypertension. Genet Med 2023; 25:100925. [PMID: 37422716 PMCID: PMC10766870 DOI: 10.1016/j.gim.2023.100925] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 06/26/2023] [Accepted: 06/29/2023] [Indexed: 07/10/2023] Open
Abstract
PURPOSE Pulmonary arterial hypertension (PAH) is a rare, progressive vasculopathy with significant cardiopulmonary morbidity and mortality. Genetic testing is currently recommended for adults diagnosed with heritable, idiopathic, anorexigen-, hereditary hemorrhagic telangiectasia-, and congenital heart disease-associated PAH, PAH with overt features of venous/capillary involvement, and all children diagnosed with PAH. Variants in at least 27 genes have putative evidence for PAH causality. Rigorous assessment of the evidence is needed to inform genetic testing. METHODS An international panel of experts in PAH applied a semi-quantitative scoring system developed by the NIH Clinical Genome Resource to classify the relative strength of evidence supporting PAH gene-disease relationships based on genetic and experimental evidence. RESULTS Twelve genes (BMPR2, ACVRL1, ATP13A3, CAV1, EIF2AK4, ENG, GDF2, KCNK3, KDR, SMAD9, SOX17, and TBX4) were classified as having definitive evidence and 3 genes (ABCC8, GGCX, and TET2) with moderate evidence. Six genes (AQP1, BMP10, FBLN2, KLF2, KLK1, and PDGFD) were classified as having limited evidence for causal effects of variants. TOPBP1 was classified as having no known PAH relationship. Five genes (BMPR1A, BMPR1B, NOTCH3, SMAD1, and SMAD4) were disputed because of a paucity of genetic evidence over time. CONCLUSION We recommend that genetic testing includes all genes with definitive evidence and that caution be taken in the interpretation of variants identified in genes with moderate or limited evidence. Genes with no known evidence for PAH or disputed genes should not be included in genetic testing.
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Affiliation(s)
- Carrie L Welch
- Department of Pediatrics, Columbia University Irving Medical Center, New York, NY
| | - Micheala A Aldred
- Division of Pulmonary, Critical Care, Sleep and Occupational Medicine, Indiana University School of Medicine, IN
| | - Srimmitha Balachandar
- Division of Pulmonary, Critical Care, Sleep and Occupational Medicine, Indiana University School of Medicine, IN
| | - Dennis Dooijes
- Department of Genetics, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Christina A Eichstaedt
- Center for Pulmonary Hypertension, Thoraxklinik-Heidelberg gGmbH, at Heidelberg University Hospital and Translational Lung Research Center, German Center for Lung Research, Heidelberg, Germany; Laboratory for Molecular Genetic Diagnostics, Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Stefan Gräf
- NIHR BioResource for Translational Research - Rare Diseases, Department of Haemotology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom; Department of Medicine, School of Clinical Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Arjan C Houweling
- Department of Human Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Rajiv D Machado
- Molecular and Clinical Sciences Research Institute, St George's University of London, London, United Kingdom
| | - Divya Pandya
- Department of Medicine, School of Clinical Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Matina Prapa
- Department of Medicine, School of Clinical Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom; St. George's University Hospitals NHS Foundation Trust, London, United Kingdom
| | - Memoona Shaukat
- Center for Pulmonary Hypertension, Thoraxklinik-Heidelberg gGmbH, at Heidelberg University Hospital and Translational Lung Research Center, German Center for Lung Research, Heidelberg, Germany; Laboratory for Molecular Genetic Diagnostics, Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Laura Southgate
- Molecular and Clinical Sciences Research Institute, St George's University of London, London, United Kingdom
| | - Jair Tenorio-Castano
- Institute of Medical and Molecular Genetics (INGEMM), Hospital Universitario La Paz, IDiPAZ, Universidad Autonoma de Madrid, Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Madrid, Spain; ITHACA, European Reference Network, Brussels, Belgium
| | - Wendy K Chung
- Department of Pediatrics, Columbia University Irving Medical Center, New York, NY; Department of Medicine, Columbia University Irving Medical Center, New York, NY.
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Chiang IKN, Humphrey D, Mills RJ, Kaltzis P, Pachauri S, Graus M, Saha D, Wu Z, Young P, Sim CB, Davidson T, Hernandez‐Garcia A, Shaw CA, Renwick A, Scott DA, Porrello ER, Wong ES, Hudson JE, Red‐Horse K, del Monte‐Nieto G, Francois M. Sox7-positive endothelial progenitors establish coronary arteries and govern ventricular compaction. EMBO Rep 2023; 24:e55043. [PMID: 37551717 PMCID: PMC10561369 DOI: 10.15252/embr.202255043] [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: 03/14/2022] [Revised: 07/12/2023] [Accepted: 07/24/2023] [Indexed: 08/09/2023] Open
Abstract
The cardiac endothelium influences ventricular chamber development by coordinating trabeculation and compaction. However, the endothelial-specific molecular mechanisms mediating this coordination are not fully understood. Here, we identify the Sox7 transcription factor as a critical cue instructing cardiac endothelium identity during ventricular chamber development. Endothelial-specific loss of Sox7 function in mice results in cardiac ventricular defects similar to non-compaction cardiomyopathy, with a change in the proportions of trabecular and compact cardiomyocytes in the mutant hearts. This phenotype is paralleled by abnormal coronary artery formation. Loss of Sox7 function disrupts the transcriptional regulation of the Notch pathway and connexins 37 and 40, which govern coronary arterial specification. Upon Sox7 endothelial-specific deletion, single-nuclei transcriptomics analysis identifies the depletion of a subset of Sox9/Gpc3-positive endocardial progenitor cells and an increase in erythro-myeloid cell lineages. Fate mapping analysis reveals that a subset of Sox7-null endothelial cells transdifferentiate into hematopoietic but not cardiomyocyte lineages. Our findings determine that Sox7 maintains cardiac endothelial cell identity, which is crucial to the cellular cross-talk that drives ventricular compaction and coronary artery development.
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Affiliation(s)
- Ivy KN Chiang
- Centenary Institute, Royal Prince Alfred HospitalThe University of SydneySydneyNSWAustralia
| | - David Humphrey
- The Victor Chang Cardiac Research InstituteDarlinghurstNSWAustralia
| | - Richard J Mills
- QIMR Berghofer Medical Research InstituteBrisbaneQLDAustralia
| | - Peter Kaltzis
- The Australian Regenerative Medicine InstituteMonash UniversityClaytonVICAustralia
| | - Shikha Pachauri
- Centenary Institute, Royal Prince Alfred HospitalThe University of SydneySydneyNSWAustralia
| | - Matthew Graus
- Centenary Institute, Royal Prince Alfred HospitalThe University of SydneySydneyNSWAustralia
| | - Diptarka Saha
- The Australian Regenerative Medicine InstituteMonash UniversityClaytonVICAustralia
| | - Zhijian Wu
- The Australian Regenerative Medicine InstituteMonash UniversityClaytonVICAustralia
| | - Paul Young
- The Victor Chang Cardiac Research InstituteDarlinghurstNSWAustralia
| | - Choon Boon Sim
- The Murdoch Children's Research InstituteRoyal Children's HospitalMelbourneVICAustralia
| | - Tara Davidson
- Centenary Institute, Royal Prince Alfred HospitalThe University of SydneySydneyNSWAustralia
| | | | - Chad A Shaw
- Department of Molecular and Human GeneticsBaylor College of MedicineHoustonTXUSA
| | - Alexander Renwick
- Department of Molecular and Human GeneticsBaylor College of MedicineHoustonTXUSA
| | - Daryl A Scott
- Department of Molecular and Human GeneticsBaylor College of MedicineHoustonTXUSA
| | - Enzo R Porrello
- The Murdoch Children's Research InstituteRoyal Children's HospitalMelbourneVICAustralia
- Melbourne Centre for Cardiovascular Genomics and Regenerative MedicineThe Royal Children's HospitalMelbourneVICAustralia
- Department of Anatomy and Physiology, School of Biomedical SciencesThe University of MelbourneMelbourneVICAustralia
| | - Emily S Wong
- The Victor Chang Cardiac Research InstituteDarlinghurstNSWAustralia
| | - James E Hudson
- QIMR Berghofer Medical Research InstituteBrisbaneQLDAustralia
| | | | | | - Mathias Francois
- Centenary Institute, Royal Prince Alfred HospitalThe University of SydneySydneyNSWAustralia
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McCracken IR, Baker AH, Smart N, De Val S. Transcriptional regulators of arterial and venous identity in the developing mammalian embryo. CURRENT OPINION IN PHYSIOLOGY 2023; 35:None. [PMID: 38328689 PMCID: PMC10844100 DOI: 10.1016/j.cophys.2023.100691] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
The complex and hierarchical vascular network of arteries, veins, and capillaries features considerable endothelial heterogeneity, yet the regulatory pathways directing arteriovenous specification, differentiation, and identity are still not fully understood. Recent advances in analysis of endothelial-specific gene-regulatory elements, single-cell RNA sequencing, and cell lineage tracing have both emphasized the importance of transcriptional regulation in this process and shed considerable light on the mechanism and regulation of specification within the endothelium. In this review, we discuss recent advances in our understanding of how endothelial cells acquire arterial and venous identity and the role different transcription factors play in this process.
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Affiliation(s)
- Ian R McCracken
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford OX3 7TY, United Kingdom
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4TJ, United Kingdom
| | - Andrew H Baker
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4TJ, United Kingdom
| | - Nicola Smart
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford OX3 7TY, United Kingdom
| | - Sarah De Val
- Institute of Developmental and Regenerative Medicine, Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford OX3 7TY, United Kingdom
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40
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Bertucci T, Kakarla S, Winkelman MA, Lane K, Stevens K, Lotz S, Grath A, James D, Temple S, Dai G. Direct differentiation of human pluripotent stem cells into vascular network along with supporting mural cells. APL Bioeng 2023; 7:036107. [PMID: 37564277 PMCID: PMC10411996 DOI: 10.1063/5.0155207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 07/11/2023] [Indexed: 08/12/2023] Open
Abstract
During embryonic development, endothelial cells (ECs) undergo vasculogenesis to form a primitive plexus and assemble into networks comprised of mural cell-stabilized vessels with molecularly distinct artery and vein signatures. This organized vasculature is established prior to the initiation of blood flow and depends on a sequence of complex signaling events elucidated primarily in animal models, but less studied and understood in humans. Here, we have developed a simple vascular differentiation protocol for human pluripotent stem cells that generates ECs, pericytes, and smooth muscle cells simultaneously. When this protocol is applied in a 3D hydrogel, we demonstrate that it recapitulates the dynamic processes of early human vessel formation, including acquisition of distinct arterial and venous fates, resulting in a vasculogenesis angiogenesis model plexus (VAMP). The VAMP captures the major stages of vasculogenesis, angiogenesis, and vascular network formation and is a simple, rapid, scalable model system for studying early human vascular development in vitro.
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Affiliation(s)
| | - Shravani Kakarla
- Northeastern University, Department of Bioengineering, Boston, Massachusetts 02115, USA
| | - Max A. Winkelman
- Northeastern University, Department of Bioengineering, Boston, Massachusetts 02115, USA
| | - Keith Lane
- Neural Stem Cell Institute, Rensselaer, New York 12144, USA
| | | | - Steven Lotz
- Neural Stem Cell Institute, Rensselaer, New York 12144, USA
| | - Alexander Grath
- Northeastern University, Department of Bioengineering, Boston, Massachusetts 02115, USA
| | - Daylon James
- Weill Cornell Medicine, New York, New York 10065, USA
| | - Sally Temple
- Neural Stem Cell Institute, Rensselaer, New York 12144, USA
| | - Guohao Dai
- Northeastern University, Department of Bioengineering, Boston, Massachusetts 02115, USA
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Vitali HE, Kuschel B, Sherpa C, Jones BW, Jacob N, Madiha SA, Elliott S, Dziennik E, Kreun L, Conatser C, Bhetwal BP, Sharma B. Hypoxia regulate developmental coronary angiogenesis potentially through VEGFR2- and SOX17-mediated signaling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.16.553531. [PMID: 37645734 PMCID: PMC10462023 DOI: 10.1101/2023.08.16.553531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Background Coronary vessels in embryonic mouse heart arises from multiple progenitor population including sinus venosus (SV), endocardium, and proepicardium. ELA/APJ signaling is shown to regulate coronary growth from SV pathway within the subepicardium, whereas VEGF-A/VEGF-R2 pathways is implicated to regulate coronary growth from endocardium pathway. Our previous study show hypoxia as a potential signaling cue to stimulate overall coronary growth and expansion within the myocardium. However, the role of hypoxia and its downstream signaling pathways in the regulation of coronary vessel development is not known. In this study, we investigated the role of hypoxia in coronary vessel development and have identified SOX17- and VEGF-R2-mediated signaling as a potential downstream pathway of hypoxia in the regulation of coronary vessel development. Results We show that hypoxia gain-of-function in the myocardium through upregulation of HIF-1α disrupts the normal pattern of coronary angiogenesis in developing mouse hearts and displays phenotype that is reminiscent of accelerated coronary growth. We show that VEGF-R2 expression is increased in coronary endothelial cells under hypoxia gain-of-function in vivo and in vitro . Furthermore, we show that SOX17 expression is upregulated in developing mouse heart under hypoxia gain-of-function conditions, whereas SOX17 expression is repressed under hypoxia loss-of-function conditions. Furthermore, our results show that SOX17 loss-of-function disrupts normal pattern of coronary growth. Conclusion Collectively, our data provide strong phenotypic evidence to show that hypoxia might regulate coronary growth in the developing mouse heart potentially through VEGF-R2- and SOX17-mediated downstream signaling pathways.
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Ishida H, Maeda J, Uchida K, Yamagishi H. Unique Pulmonary Hypertensive Vascular Diseases Associated with Heart and Lung Developmental Defects. J Cardiovasc Dev Dis 2023; 10:333. [PMID: 37623346 PMCID: PMC10455332 DOI: 10.3390/jcdd10080333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 07/10/2023] [Accepted: 08/01/2023] [Indexed: 08/26/2023] Open
Abstract
Although pediatric pulmonary hypertension (PH) shares features and mechanisms with adult PH, there are also some significant differences between the two conditions. Segmental PH is a unique pediatric subtype of PH with unclear and/or multifactorial pathophysiological mechanisms, and is often associated with complex congenital heart disease (CHD), pulmonary atresia with ventricular septal defect, and aortopulmonary collateral arteries. Some cases of complex CHD, associated with a single ventricle after Fontan operation, show pathological changes in the small peripheral pulmonary arteries and pulmonary vascular resistance similar to those observed in pulmonary arterial hypertension (PAH). This condition is termed as the pediatric pulmonary hypertensive vascular disease (PPHVD). Recent advances in genetics have identified the genes responsible for PAH associated with developmental defects of the heart and lungs, such as TBX4 and SOX17. Targeted therapies for PAH have been developed; however, their effects on PH associated with developmental heart and lung defects remain to be established. Real-world data analyses on the anatomy, pathophysiology, genetics, and molecular biology of unique PPHVD cases associated with developmental defects of the heart and lungs, using nationwide and/or international registries, should be conducted in order to improve the treatments and prognosis of patients with these types of pediatric PH.
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Affiliation(s)
- Hidekazu Ishida
- Department of Pediatrics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita 565-0871, Osaka, Japan;
| | - Jun Maeda
- Department of Cardiology, Tokyo Metropolitan Children’s Medical Center, 2-8-29 Musashidai, Fuchu 183-8561, Tokyo, Japan;
| | - Keiko Uchida
- Department of Pediatrics, Keio University of Medicine, 35 Shinanomachi, Shinjuku-ku 160-8582, Tokyo, Japan;
- Keio University Health Center, 4-1-1 Hiyoshi, Kohoku-ku, Yokohama 223-8521, Kanagawa, Japan
| | - Hiroyuki Yamagishi
- Department of Pediatrics, Keio University of Medicine, 35 Shinanomachi, Shinjuku-ku 160-8582, Tokyo, Japan;
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Zhou X, Pucel JC, Nomura-Kitabayashi A, Chandakkar P, Guidroz AP, Jhangiani NL, Bao D, Fan J, Arthur HM, Ullmer C, Klein C, Marambaud P, Meadows SM. ANG2 Blockade Diminishes Proangiogenic Cerebrovascular Defects Associated With Models of Hereditary Hemorrhagic Telangiectasia. Arterioscler Thromb Vasc Biol 2023; 43:1384-1403. [PMID: 37288572 PMCID: PMC10524982 DOI: 10.1161/atvbaha.123.319385] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 05/16/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND Hereditary hemorrhagic telangiectasia (HHT) is a vascular disorder characterized by arteriovenous malformations and blood vessel enlargements. However, there are no effective drug therapies to combat arteriovenous malformation formation in patients with HHT. Here, we aimed to address whether elevated levels of ANG2 (angiopoietin-2) in the endothelium is a conserved feature in mouse models of the 3 major forms of HHT that could be neutralized to treat brain arteriovenous malformations and associated vascular defects. In addition, we sought to identify the angiogenic molecular signature linked to HHT. METHODS Cerebrovascular defects, including arteriovenous malformations and increased vessel calibers, were characterized in mouse models of the 3 common forms of HHT using transcriptomic and dye injection labeling methods. RESULTS Comparative RNA sequencing analyses of isolated brain endothelial cells revealed a common, but unique proangiogenic transcriptional program associated with HHT. This included a consistent upregulation in cerebrovascular expression of ANG2 and downregulation of its receptor Tyr kinase with Ig and EGF homology domains (TIE2/TEK) in HHT mice compared with controls. Furthermore, in vitro experiments revealed TEK signaling activity was hampered in an HHT setting. Pharmacological blockade of ANG2 improved brain vascular pathologies in all HHT models, albeit to varying degrees. Transcriptomic profiling further indicated that ANG2 inhibition normalized the brain vasculature by impacting a subset of genes involved in angiogenesis and cell migration processes. CONCLUSIONS Elevation of ANG2 in the brain vasculature is a shared trait among the mouse models of the common forms of HHT. Inhibition of ANG2 activity can significantly limit or prevent brain arteriovenous malformation formation and blood vessel enlargement in HHT mice. Thus, ANG2-targeted therapies may represent a compelling approach to treat arteriovenous malformations and vascular pathologies related to all forms of HHT.
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Affiliation(s)
- Xingyan Zhou
- Cell and Molecular Biology Department, Tulane University, New Orleans, LA, USA
| | - Jenna C. Pucel
- Cell and Molecular Biology Department, Tulane University, New Orleans, LA, USA
| | - Aya Nomura-Kitabayashi
- Litwin-Zucker Alzheimer’s Research Center, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Pallavi Chandakkar
- Litwin-Zucker Alzheimer’s Research Center, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Adella P. Guidroz
- Cell and Molecular Biology Department, Tulane University, New Orleans, LA, USA
| | - Nikita L. Jhangiani
- Cell and Molecular Biology Department, Tulane University, New Orleans, LA, USA
| | - Duran Bao
- Biochemistry and Molecular Biology Department, Tulane University School of Medicine, New Orleans, LA, USA
| | - Jia Fan
- Biochemistry and Molecular Biology Department, Tulane University School of Medicine, New Orleans, LA, USA
| | - Helen M. Arthur
- Biosciences Institute, Center for Life, Newcastle University, Newcastle NE1 3BZ, UK
| | | | | | - Philippe Marambaud
- Litwin-Zucker Alzheimer’s Research Center, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Stryder M. Meadows
- Cell and Molecular Biology Department, Tulane University, New Orleans, LA, USA
- Tulane Brain Institute, Tulane University, New Orleans, LA, USA
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Maytum A, Edginton-White B, Bonifer C. Identification and characterization of enhancer elements controlling cell type-specific and signalling dependent chromatin programming during hematopoietic development. Stem Cell Investig 2023; 10:14. [PMID: 37404470 PMCID: PMC10316067 DOI: 10.21037/sci-2023-011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 05/24/2023] [Indexed: 07/06/2023]
Abstract
The development of multi-cellular organisms from a single fertilized egg requires to differentially execute the information encoded in our DNA. This complex process is regulated by the interplay of transcription factors with a chromatin environment, both of which provide the epigenetic information maintaining cell-type specific gene expression patterns. Moreover, transcription factors and their target genes form vast interacting gene regulatory networks which can be exquisitely stable. However, all developmental processes originate from pluripotent precursor cell types. The production of terminally differentiated cells from such cells, therefore, requires successive changes of cell fates, meaning that genes relevant for the next stage of differentiation must be switched on and genes not relevant anymore must be switched off. The stimulus for the change of cell fate originates from extrinsic signals which set a cascade of intracellular processes in motion that eventually terminate at the genome leading to changes in gene expression and the development of alternate gene regulatory networks. How developmental trajectories are encoded in the genome and how the interplay between intrinsic and extrinsic processes regulates development is one of the major questions in developmental biology. The development of the hematopoietic system has long served as model to understand how changes in gene regulatory networks drive the differentiation of the various blood cell types. In this review, we highlight the main signals and transcription factors and how they are integrated at the level of chromatin programming and gene expression control. We also highlight recent studies identifying the cis-regulatory elements such as enhancers at the global level and explain how their developmental activity is regulated by the cooperation of cell-type specific and ubiquitous transcription factors with extrinsic signals.
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Affiliation(s)
- Alexander Maytum
- Institute of Cancer and Genomic Sciences, School of Medicine and Dentistry, University of Birmingham, Birmingham, UK
| | - Ben Edginton-White
- Institute of Cancer and Genomic Sciences, School of Medicine and Dentistry, University of Birmingham, Birmingham, UK
| | - Constanze Bonifer
- Institute of Cancer and Genomic Sciences, School of Medicine and Dentistry, University of Birmingham, Birmingham, UK
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Trinh LT, Osipovich AB, Liu B, Shrestha S, Cartailler JP, Wright CVE, Magnuson MA. Single-Cell RNA Sequencing of Sox17-Expressing Lineages Reveals Distinct Gene Regulatory Networks and Dynamic Developmental Trajectories. Stem Cells 2023; 41:643-657. [PMID: 37085274 PMCID: PMC10465087 DOI: 10.1093/stmcls/sxad030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/04/2023] [Indexed: 04/23/2023]
Abstract
During early embryogenesis, the transcription factor SOX17 contributes to hepato-pancreato-biliary system formation and vascular-hematopoietic emergence. To better understand Sox17 function in the developing endoderm and endothelium, we developed a dual-color temporal lineage-tracing strategy in mice combined with single-cell RNA sequencing to analyze 6934 cells from Sox17-expressing lineages at embryonic days 9.0-9.5. Our analyses showed 19 distinct cellular clusters combined from all 3 germ layers. Differential gene expression, trajectory and RNA-velocity analyses of endothelial cells revealed a heterogenous population of uncommitted and specialized endothelial subtypes, including 2 hemogenic populations that arise from different origins. Similarly, analyses of posterior foregut endoderm revealed subsets of hepatic, pancreatic, and biliary progenitors with overlapping developmental potency. Calculated gene-regulatory networks predict gene regulons that are dominated by cell type-specific transcription factors unique to each lineage. Vastly different Sox17 regulons found in endoderm versus endothelial cells support the differential interactions of SOX17 with other regulatory factors thereby enabling lineage-specific regulatory actions.
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Affiliation(s)
- Linh T Trinh
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
- Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA
- Program in Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Anna B Osipovich
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA
- Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA
| | - Bryan Liu
- College of Arts and Sciences, Vanderbilt University, Nashville, TN, USA
| | - Shristi Shrestha
- Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA
| | | | - Christopher V E Wright
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
- Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA
- Program in Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Mark A Magnuson
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
- Center for Stem Cell Biology, Vanderbilt University, Nashville, TN, USA
- Program in Developmental Biology, Vanderbilt University, Nashville, TN, USA
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Thompson M, Sakabe M, Verba M, Hao J, Meadows SM, Lu QR, Xin M. PRDM16 regulates arterial development and vascular integrity. Front Physiol 2023; 14:1165379. [PMID: 37324380 PMCID: PMC10267475 DOI: 10.3389/fphys.2023.1165379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 05/17/2023] [Indexed: 06/17/2023] Open
Abstract
Proper vascular formation is regulated by multiple signaling pathways. The vascular endothelial growth factor (VEGF) signaling promotes endothelial proliferation. Notch and its downstream targets act to lead endothelial cells toward an arterial fate through regulation of arterial gene expression. However, the mechanisms of how endothelial cells (ECs) in the artery maintain their arterial characteristics remain unclear. Here, we show that PRDM16 (positive regulatory domain-containing protein 16), a zinc finger transcription factor, is expressed in arterial ECs, but not venous ECs in developing embryos and neonatal retinas. Endothelial-specific deletion of Prdm16 induced ectopic venous marker expression in the arterial ECs and reduced vascular smooth muscle cell (vSMC) recruitment around arteries. Whole-genome transcriptome analysis using isolated brain ECs show that the expression of Angpt2 (encoding ANGIOPOIETIN2, which inhibits vSMC recruitment) is upregulated in the Prdm16 knockout ECs. Conversely, forced expression of PRDM16 in venous ECs is sufficient to induce arterial gene expression and repress the ANGPT2 level. Together, these results reveal an arterial cell-autonomous function for PRDM16 in suppressing venous characteristics in arterial ECs.
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Affiliation(s)
- Michael Thompson
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
| | - Masahide Sakabe
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
| | - Mark Verba
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
| | - Jiukuan Hao
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, TX, United States
| | - Stryder M. Meadows
- Cell and Molecular Biology Department, Tulane University, New Orleans, LA, United States
- Tulane Brain Institute, Tulane University, New Orleans, LA, United States
| | - Q. Richard Lu
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
| | - Mei Xin
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, United States
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Walters R, Vasilaki E, Aman J, Chen CN, Wu Y, Liang OD, Ashek A, Dubois O, Zhao L, Sabrin F, Cebola I, Ferrer J, Morrell NW, Klinger JR, Wilkins MR, Zhao L, Rhodes CJ. SOX17 Enhancer Variants Disrupt Transcription Factor Binding And Enhancer Inactivity Drives Pulmonary Hypertension. Circulation 2023; 147:1606-1621. [PMID: 37066790 PMCID: PMC7614572 DOI: 10.1161/circulationaha.122.061940] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 03/15/2023] [Indexed: 04/18/2023]
Abstract
BACKGROUND Pulmonary arterial hypertension (PAH) is a rare disease characterized by remodeling of the pulmonary arteries, increased vascular resistance, and right-sided heart failure. Genome-wide association studies of idiopathic/heritable PAH established novel genetic risk variants, including conserved enhancers upstream of transcription factor (TF) SOX17 containing 2 independent signals. SOX17 is an important TF in embryonic development and in the homeostasis of pulmonary artery endothelial cells (hPAEC) in the adult. Rare pathogenic mutations in SOX17 cause heritable PAH. We hypothesized that PAH risk alleles in an enhancer region impair TF-binding upstream of SOX17, which in turn reduces SOX17 expression and contributes to disturbed endothelial cell function and PAH development. METHODS CRISPR manipulation and siRNA were used to modulate SOX17 expression. Electromobility shift assays were used to confirm in silico-predicted TF differential binding to the SOX17 variants. Functional assays in hPAECs were used to establish the biological consequences of SOX17 loss. In silico analysis with the connectivity map was used to predict compounds that rescue disturbed SOX17 signaling. Mice with deletion of the SOX17-signal 1 enhancer region (SOX17-4593/enhKO) were phenotyped in response to chronic hypoxia and SU5416/hypoxia. RESULTS CRISPR inhibition of SOX17-signal 2 and deletion of SOX17-signal 1 specifically decreased SOX17 expression. Electromobility shift assays demonstrated differential binding of hPAEC nuclear proteins to the risk and nonrisk alleles from both SOX17 signals. Candidate TFs HOXA5 and ROR-α were identified through in silico analysis and antibody electromobility shift assays. Analysis of the hPAEC transcriptomes revealed alteration of PAH-relevant pathways on SOX17 silencing, including extracellular matrix regulation. SOX17 silencing in hPAECs resulted in increased apoptosis, proliferation, and disturbance of barrier function. With the use of the connectivity map, compounds were identified that reversed the SOX17-dysfunction transcriptomic signatures in hPAECs. SOX17 enhancer knockout in mice reduced lung SOX17 expression, resulting in more severe pulmonary vascular leak and hypoxia or SU5416/hypoxia-induced pulmonary hypertension. CONCLUSIONS Common PAH risk variants upstream of the SOX17 promoter reduce endothelial SOX17 expression, at least in part, through differential binding of HOXA5 and ROR-α. Reduced SOX17 expression results in disturbed hPAEC function and PAH. Existing drug compounds can reverse the disturbed SOX17 pulmonary endothelial transcriptomic signature.
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Affiliation(s)
- Rachel Walters
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Eleni Vasilaki
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Jurjan Aman
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
- Department of Pulmonary Medicine, Amsterdam University Medical Center, The Netherlands (J.A.)
| | - Chien-Nien Chen
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Yukyee Wu
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Olin D Liang
- Division of Hematology/Oncology, Department of Medicine (O.D.L.), Rhode Island Hospital and Warren Alpert Medical School of Brown University, Providence
| | - Ali Ashek
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Olivier Dubois
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Lin Zhao
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Farah Sabrin
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Inês Cebola
- Section of Genetics & Genomics, Department of Metabolism, Digestion & Reproduction, Hammersmith Hospital, Imperial College, London, United Kingdom (I.C., J.F.)
| | - Jorge Ferrer
- Section of Genetics & Genomics, Department of Metabolism, Digestion & Reproduction, Hammersmith Hospital, Imperial College, London, United Kingdom (I.C., J.F.)
- Computational Biology and Health Genomics Programme, Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Spain (J.F.)
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Barcelona, Spain (J.F.)
| | - Nicholas W Morrell
- Department of Medicine, University of Cambridge, United Kingdom (N.W.M.)
- NIHR BioResource for Translational Research, University of Cambridge, United Kingdom (N.W.M.)
- On Behalf of the British Heart Foundation/Medical Research Council UK PAH Cohort Consortium (N.W.M., M.R.W., C.J.R.)
| | - James R Klinger
- Division of Pulmonary, Sleep and Critical Care Medicine, Department of Medicine (J.R.K.), Rhode Island Hospital and Warren Alpert Medical School of Brown University, Providence
| | - Martin R Wilkins
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
- On Behalf of the British Heart Foundation/Medical Research Council UK PAH Cohort Consortium (N.W.M., M.R.W., C.J.R.)
| | - Lan Zhao
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
| | - Christopher J Rhodes
- National Heart and Lung Institute, Hammersmith Hospital, Imperial College, London, United Kingdom (R.W., E.V., J.A., C.-N.C., Y.W., A.A., O.D., L.Z., F.S., M.R.W., L.Z., C.J.R.)
- On Behalf of the British Heart Foundation/Medical Research Council UK PAH Cohort Consortium (N.W.M., M.R.W., C.J.R.)
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Jung HS, Suknuntha K, Kim YH, Liu P, Dettle ST, Sedzro DM, Smith PR, Thomson JA, Ong IM, Slukvin II. SOX18-enforced expression diverts hemogenic endothelium-derived progenitors from T towards NK lymphoid pathways. iScience 2023; 26:106621. [PMID: 37250328 PMCID: PMC10214392 DOI: 10.1016/j.isci.2023.106621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/18/2022] [Accepted: 04/01/2023] [Indexed: 05/31/2023] Open
Abstract
Hemogenic endothelium (HE) is the main source of blood cells in the embryo. To improve blood manufacturing from human pluripotent stem cells (hPSCs), it is essential to define the molecular determinants that enhance HE specification and promote development of the desired blood lineage from HE. Here, using SOX18-inducible hPSCs, we revealed that SOX18 forced expression at the mesodermal stage, in contrast to its homolog SOX17, has minimal effects on arterial specification of HE, expression of HOXA genes and lymphoid differentiation. However, forced expression of SOX18 in HE during endothelial-to-hematopoietic transition (EHT) greatly increases NK versus T cell lineage commitment of hematopoietic progenitors (HPs) arising from HE predominantly expanding CD34+CD43+CD235a/CD41a-CD45- multipotent HPs and altering the expression of genes related to T cell and Toll-like receptor signaling. These studies improve our understanding of lymphoid cell specification during EHT and provide a new tool for enhancing NK cell production from hPSCs for immunotherapies.
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Affiliation(s)
- Ho Sun Jung
- Wisconsin National Primate Research Center, University of Wisconsin Graduate School, 1220 Capitol Court, Madison, WI 53715, USA
| | - Kran Suknuntha
- Department of Pathology and Laboratory Medicine, University of Wisconsin Medical School, 600 Highland Avenue, Madison, WI 53792, USA
- Chakri Naruebodindra Medical Institute, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Samut Prakan 10540, Thailand
| | - Yun Hee Kim
- Department of Pathology and Laboratory Medicine, University of Wisconsin Medical School, 600 Highland Avenue, Madison, WI 53792, USA
| | - Peng Liu
- Departments of Statistics and of Biostatistics and Medical Informatics, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Samuel T. Dettle
- Wisconsin National Primate Research Center, University of Wisconsin Graduate School, 1220 Capitol Court, Madison, WI 53715, USA
| | - Divine Mensah Sedzro
- Wisconsin National Primate Research Center, University of Wisconsin Graduate School, 1220 Capitol Court, Madison, WI 53715, USA
| | - Portia R. Smith
- Wisconsin National Primate Research Center, University of Wisconsin Graduate School, 1220 Capitol Court, Madison, WI 53715, USA
| | - James A. Thomson
- Morgridge Institute for Research, 330 N. Orchard Street, Madison, WI 53715, USA
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53707-7365, USA
- Department of Molecular, Cellular, and Developmental Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Irene M. Ong
- Departments of Statistics and of Biostatistics and Medical Informatics, Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Igor I. Slukvin
- Wisconsin National Primate Research Center, University of Wisconsin Graduate School, 1220 Capitol Court, Madison, WI 53715, USA
- Department of Pathology and Laboratory Medicine, University of Wisconsin Medical School, 600 Highland Avenue, Madison, WI 53792, USA
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53707-7365, USA
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Sun S, Wijanarko K, Liani O, Strumila K, Ng ES, Elefanty AG, Stanley EG. Lymphoid cell development from fetal hematopoietic progenitors and human pluripotent stem cells. Immunol Rev 2023; 315:154-170. [PMID: 36939073 PMCID: PMC10952469 DOI: 10.1111/imr.13197] [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: 03/21/2023]
Abstract
Lymphoid cells encompass the adaptive immune system, including T and B cells and Natural killer T cells (NKT), and innate immune cells (ILCs), including Natural Killer (NK) cells. During adult life, these lineages are thought to derive from the differentiation of long-term hematopoietic stem cells (HSCs) residing in the bone marrow. However, during embryogenesis and fetal development, the ontogeny of lymphoid cells is both complex and multifaceted, with a large body of evidence suggesting that lymphoid lineages arise from progenitor cell populations antedating the emergence of HSCs. Recently, the application of single cell RNA-sequencing technologies and pluripotent stem cell-based developmental models has provided new insights into lymphoid ontogeny during embryogenesis. Indeed, PSC differentiation platforms have enabled de novo generation of lymphoid immune cells independently of HSCs, supporting conclusions drawn from the study of hematopoiesis in vivo. Here, we examine lymphoid development from non-HSC progenitor cells and technological advances in the differentiation of human lymphoid cells from pluripotent stem cells for clinical translation.
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Affiliation(s)
- Shicheng Sun
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
| | - Kevin Wijanarko
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
| | - Oniko Liani
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
| | - Kathleen Strumila
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
| | - Elizabeth S. Ng
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
| | - Andrew G. Elefanty
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
| | - Edouard G. Stanley
- Murdoch Children's Research InstituteThe Royal Children's HospitalParkvilleVictoriaAustralia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health SciencesUniversity of MelbourneParkvilleVictoriaAustralia
- The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Murdoch Children's Research InstituteParkvilleVictoriaAustralia
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50
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Zou X, Liu T, Huang Z, Zhou W, Yuan M, Zhao H, Pan Z, Chen P, Shao Y, Hu X, Zhang S, Zheng S, Zhang Y, Huang P. SOX17 is a Critical Factor in Maintaining Endothelial Function in Pulmonary Hypertension by an Exosome-Mediated Autocrine Manner. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2206139. [PMID: 36919784 PMCID: PMC10190640 DOI: 10.1002/advs.202206139] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 02/20/2023] [Indexed: 05/18/2023]
Abstract
Endothelial dysfunction is considered a predominant driver for pulmonary vascular remodeling in pulmonary hypertension (PH). SOX17, a key regulator of vascular homoeostasis, has been found to harbor mutations in PH patients, which are associated with PH susceptibility. Here, this study explores whether SOX17 mediates the autocrine activity of pulmonary artery ECs to maintain endothelial function and vascular homeostasis in PH and its underlying mechanism. It is found that SOX17 expression is downregulated in the endothelium of remodeled pulmonary arteries in IPH patients and SU5416/hypoxia (Su/hypo)-induced PH mice as well as dysfunctional HPAECs. Endothelial knockdown of SOX17 accelerates the progression of Su/hypo-induced PH in mice. SOX17 overexpression in the pulmonary endothelium of mice attenuates Su/hypo-induced PH. SOX17-associated exosomes block the proliferation, apoptosis, and inflammation of HPAECs, preventing pulmonary arterial remodeling and Su/hypo-induced PH. Mechanistic analyses demonstrates that overexpressing SOX17 promotes the exosome-mediated release of miR-224-5p and miR-361-3p, which are internalized by injured HPAECs in an autocrine manner, ultimately repressing the upregulation of NR4A3 and PCSK9 genes and improving endothelial function. These results suggest that SOX17 is a key gene in maintaining endothelial function and vascular homeostasis in PH through regulating exosomal miRNAs in an autocrine manner.
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Affiliation(s)
- Xiaozhou Zou
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Ting Liu
- Department of PharmacyAffiliated Hangzhou First People's HospitalZhejiang University School of MedicineHangzhou310006P. R. China
- Department of Clinical PharmacyKey Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang ProvinceAffiliated Hangzhou First People's HospitalZhejiang University School of MedicineHangzhou310006P. R. China
| | - Zhongjie Huang
- School of Pharmaceutical SciencesZhejiang Chinese Medical UniversityHangzhou310014P. R. China
| | - Wei Zhou
- Zhongnan Hospital of Wuhan UniversityInstitute of Hepatobiliary Diseases of Wuhan UniversityTransplant Center of Wuhan UniversityHubei Key Laboratory of Medical Technology on TransplantationWuhan430000P. R. China
| | - Mengnan Yuan
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Hongying Zhao
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Zongfu Pan
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Pengcheng Chen
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Yanfei Shao
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Xiaoping Hu
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Su Zhang
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Shuilian Zheng
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Yiwen Zhang
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
| | - Ping Huang
- Center for Clinical PharmacyCancer CenterDepartment of PharmacyZhejiang Provincial People's HospitalAffiliated People's HospitalHangzhou Medical CollegeHangzhou310014P. R. China
- Key Laboratory of Endocrine Gland Diseases of Zhejiang ProvinceHangzhou310014P. R. China
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