2
|
Hartmann L, Kristofori P, Li C, Becker K, Hexemer L, Bohn S, Lenhardt S, Weiss S, Voss B, Loewer A, Legewie S. Transcriptional regulators ensuring specific gene expression and decision-making at high TGFβ doses. Life Sci Alliance 2025; 8:e202402859. [PMID: 39542693 PMCID: PMC11565188 DOI: 10.26508/lsa.202402859] [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: 06/02/2024] [Revised: 10/30/2024] [Accepted: 10/31/2024] [Indexed: 11/17/2024] Open
Abstract
TGFβ-signaling regulates cancer progression by controlling cell division, migration, and death. These outcomes are mediated by gene expression changes, but the mechanisms of decision-making toward specific fates remain unclear. Here, we combine SMAD transcription factor imaging, genome-wide RNA sequencing, and morphological assays to quantitatively link signaling, gene expression, and fate decisions in mammary epithelial cells. Fitting genome-wide kinetic models to our time-resolved data, we find that most of the TGFβ target genes can be explained as direct targets of SMAD transcription factors, whereas the remainder show signs of complex regulation, involving delayed regulation and strong amplification at high TGFβ doses. Knockdown experiments followed by global RNA sequencing revealed transcription factors interacting with SMADs in feedforward loops to control delayed and dose-discriminating target genes, thereby reinforcing the specific epithelial-to-mesenchymal transition at high TGFβ doses. We identified early repressors, preventing premature activation, and a late activator, boosting gene expression responses for a sufficiently strong TGFβ stimulus. Taken together, we present a global view of TGFβ-dependent gene regulation and describe specificity mechanisms reinforcing cellular decision-making.
Collapse
Affiliation(s)
- Laura Hartmann
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
- Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, Stuttgart, Germany
| | - Panajot Kristofori
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
- Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, Stuttgart, Germany
| | - Congxin Li
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
- Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, Stuttgart, Germany
| | - Kolja Becker
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
| | - Lorenz Hexemer
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
- Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, Stuttgart, Germany
| | - Stefan Bohn
- Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Sonja Lenhardt
- Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Sylvia Weiss
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
- Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, Stuttgart, Germany
| | - Björn Voss
- Department of RNA-Biology & Bioinformatics, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
| | - Alexander Loewer
- Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Stefan Legewie
- Department of Systems Biology, Institute for Biomedical Genetics (IBMG), University of Stuttgart, Stuttgart, Germany
- Stuttgart Research Center for Systems Biology (SRCSB), University of Stuttgart, Stuttgart, Germany
| |
Collapse
|
4
|
Wu ZH, Li FF, Ruan LL, Feng Q, Zhang S, Li ZH, Otoo A, Tang J, Fu LJ, Liu TH, Ding YB. miR-181d-5p, which is upregulated in fetal growth restriction placentas, inhibits trophoblast fusion via CREBRF. J Assist Reprod Genet 2023; 40:2725-2737. [PMID: 37610607 PMCID: PMC10643557 DOI: 10.1007/s10815-023-02917-6] [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: 03/27/2023] [Accepted: 08/15/2023] [Indexed: 08/24/2023] Open
Abstract
PURPOSE Fetal growth restriction (FGR) is a common complication characterized by impaired placental function and unfavorable pregnancy outcomes. This study aims to elucidate the expression pattern of miR-181d-5p in FGR placentas and explore its effects on trophoblast fusion. METHODS The expression pattern of miR-181d-5p in human FGR placentas were evaluated using qRT-PCR. Western blot, qRT-PCR, and Immunofluorescence analysis were performed in a Forskolin (FSK)-induced BeWo cell fusion model following the transfection of miR-181d-5p mimic or inhibitor. Potential target genes for miR-181d-5p were identified by screening miRNA databases. The interaction between miR-181d-5p and Luman/CREB3 Recruitment Factor (CREBRF) was determined through a luciferase assay. Moreover, the effect of CREBRF on BeWo cell fusion was examined under hypoxic conditions. RESULTS Aberrant up-regulation of miR-181d-5p and altered expression of trophoblast fusion makers, including glial cell missing 1 (GCM1), Syncytin1 (Syn1), and E-cadherin (ECAD), were found in human FGR placentas. A down-regulation of miR-181d-5p expression was observed in the FSK-induced BeWo cell fusion model. Transfection of the miR-181d-5p mimic resulted in the inhibition of BeWo cell fusion, characterized by a down-regulation of GCM1 and Syn1, accompanied by an up-regulation of ECAD. Conversely, the miR-181d-5p inhibitor promoted BeWo cell fusion. Furthermore, miR-181d-5p exhibited negative regulation of CREBRF, which was significantly down-regulated in the hypoxia-induced BeWo cell model. The overexpression of CREBRF was effectively ameliorated the impaired BeWo cell fusion induced by hypoxia. CONCLUSIONS Our study demonstrated that miR-181d-5p, which is elevated in FGR placenta, inhibited the BeWo cell fusion through negatively regulating the expression of CREBRF.
Collapse
Affiliation(s)
- Zhi-Hong Wu
- Department of Obstetrics and Gynecology, Women and Children's Hospital of Chongqing Medical University, No.120 Longshan Road, Yubei District, Chongqing, 401147, China
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Fang-Fang Li
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Ling-Ling Ruan
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Qian Feng
- Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing Medical University, Chongqing, China
| | - Shuang Zhang
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Zhuo-Hang Li
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Antonia Otoo
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Jing Tang
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China
| | - Li-Juan Fu
- Department of Pharmacology, the School of Traditional Chinese Medicine, Chongqing Medical University, Chongqing, China.
- Academician Workstation, Changsha Medical University, Changsha, China.
| | - Tai-Hang Liu
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China.
| | - Yu-Bin Ding
- Department of Obstetrics and Gynecology, Women and Children's Hospital of Chongqing Medical University, No.120 Longshan Road, Yubei District, Chongqing, 401147, China.
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, Chongqing Medical University, Chongqing, China.
| |
Collapse
|
7
|
Hosen SMZ, Uddin MN, Xu Z, Buckley BJ, Perera C, Pang TCY, Mekapogu AR, Moni MA, Notta F, Gallinger S, Pirola R, Wilson J, Ranson M, Goldstein D, Apte M. Metastatic phenotype and immunosuppressive tumour microenvironment in pancreatic ductal adenocarcinoma: Key role of the urokinase plasminogen activator (PLAU). Front Immunol 2022; 13:1060957. [PMID: 36591282 PMCID: PMC9794594 DOI: 10.3389/fimmu.2022.1060957] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 11/22/2022] [Indexed: 12/15/2022] Open
Abstract
Background Previous studies have revealed the role of dysregulated urokinase plasminogen activator (encoded by PLAU) expression and activity in several pathways associated with cancer progression. However, systematic investigation into the association of PLAU expression with factors that modulate PDAC (pancreatic ductal adenocarcinoma) progression is lacking, such as those affecting stromal (pancreatic stellate cell, PSC)-cancer cell interactions, tumour immunity, PDAC subtypes and clinical outcomes from potential PLAU inhibition. Methods This study used an integrated bioinformatics approach to identify prognostic markers correlated with PLAU expression using different transcriptomics, proteomics, and clinical data sets. We then determined the association of dysregulated PLAU and correlated signatures with oncogenic pathways, metastatic phenotypes, stroma, immunosuppressive tumour microenvironment (TME) and clinical outcome. Finally, using an in vivo orthotopic model of pancreatic cancer, we confirmed the predicted effect of inhibiting PLAU on tumour growth and metastasis. Results Our analyses revealed that PLAU upregulation is not only associated with numerous other prognostic markers but also associated with the activation of various oncogenic signalling pathways, aggressive phenotypes relevant to PDAC growth and metastasis, such as proliferation, epithelial-mesenchymal transition (EMT), stemness, hypoxia, extracellular cell matrix (ECM) degradation, upregulation of stromal signatures, and immune suppression in the tumour microenvironment (TME). Moreover, the upregulation of PLAU was directly connected with signalling pathways known to mediate PSC-cancer cell interactions. Furthermore, PLAU upregulation was associated with the aggressive basal/squamous phenotype of PDAC and significantly reduced overall survival, indicating that this subset of patients may benefit from therapeutic interventions to inhibit PLAU activity. Our studies with a clinically relevant orthotopic pancreatic model showed that even short-term PLAU inhibition is sufficient to significantly halt tumour growth and, importantly, eliminate visible metastasis. Conclusion Elevated PLAU correlates with increased aggressive phenotypes, stromal score, and immune suppression in PDAC. PLAU upregulation is also closely associated with the basal subtype type of PDAC; patients with this subtype are at high risk of mortality from the disease and may benefit from therapeutic targeting of PLAU.
Collapse
Affiliation(s)
- S. M. Zahid Hosen
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia,Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia
| | - Md. Nazim Uddin
- Institute of Food Science and Technology, Bangladesh Council of Scientific and Industrial Research (BCSIR), Dhaka, Bangladesh
| | - Zhihong Xu
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia,Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia
| | - Benjamin J. Buckley
- Molecular Horizons and School of Chemistry & Molecular Bioscience, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, Australia,Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia
| | - Chamini Perera
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia,Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia
| | - Tony C. Y. Pang
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia,Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, The University of Sydney, Sydney, NSW, Australia
| | - Alpha Raj Mekapogu
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia,Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia
| | - Mohammad Ali Moni
- School of Health and Rehabilitation Sciences, Faculty of Health and Behavioural Sciences, The University of Queensland, St Lucia, QLD, Australia
| | - Faiyaz Notta
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Steven Gallinger
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Ron Pirola
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Jeremy Wilson
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Marie Ranson
- Molecular Horizons and School of Chemistry & Molecular Bioscience, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, Australia,Illawarra Health and Medical Research Institute, Wollongong, NSW, Australia
| | - David Goldstein
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia,Department of Medical Oncology, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Minoti Apte
- Pancreatic Research Group, SWS Clinical Campus, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia,Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia,*Correspondence: Minoti Apte,
| |
Collapse
|
8
|
Shu S, Fu M, Chen X, Zhang N, Zhao R, Chang Y, Cui H, Liu Z, Wang X, Hua X, Li Y, Wang X, Wang X, Feng W, Song J. Cellular Landscapes of Nondiseased Human Cardiac Valves From End-Stage Heart Failure-Explanted Heart. Arterioscler Thromb Vasc Biol 2022; 42:1429-1446. [PMID: 36200446 DOI: 10.1161/atvbaha.122.318314] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Exploring the mechanisms of valvular heart disease at the cellular level may be useful to identify new therapeutic targets; however, the comprehensive cellular landscape of nondiseased human cardiac valve leaflets remains unclear. METHODS The cellular landscapes of nondiseased human cardiac valve leaflets (5 aortic valves, 5 pulmonary valves, 5 tricuspid valves, and 3 mitral valves) from end-stage heart failure patients undergoing heart transplantation were explored using single-cell RNA sequencing. Bioinformatics was used to identify the cell types, describe the cell functions, and investigate cellular developmental trajectories and interactions. Differences among the 4 types of cardiac valves at the cellular level were summarized. Pathological staining was performed to validate the key findings of single-cell RNA sequencing. An integrative analysis of our single-cell data and published genome-wide association study-based and bulk RNA sequencing-based data provided insights into the cell-specific contributions to calcific aortic valve diseases. RESULTS Six cell types were identified among 128 412 cells from nondiseased human cardiac valve leaflets. Valvular interstitial cells were the largest population, followed by myeloid cells, lymphocytes, valvular endothelial cells, mast cells, and myofibroblasts. The 4 types of cardiac valve had distinct cellular compositions. The intercellular communication analysis revealed that valvular interstitial cells were at the center of the communication network. The integrative analysis of our single-cell RNA sequencing data revealed key cellular subpopulations involved in the pathogenesis of calcific aortic valve diseases. CONCLUSIONS The cellular landscape differed among the 4 types of nondiseased cardiac valve, which might explain their differences in susceptibility to pathological remodeling and valvular heart disease.
Collapse
Affiliation(s)
- Songren Shu
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mengxia Fu
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao Chen
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ningning Zhang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ruojin Zhao
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuan Chang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hao Cui
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zirui Liu
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaohu Wang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiumeng Hua
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuan Li
- Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xin Wang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xianqiang Wang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Feng
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiangping Song
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Shenzhen Key Laboratory of Cardiovascular Disease, Fuwai Hospital Chinese Academy of Medical Sciences, Shenzhen' China (J.S.)
| |
Collapse
|