Single cell study of cellular diversity and mutual communication in chronic heart failure and drug repositioning
- PMID: 35219850
- DOI: 10.1016/j.ygeno.2022.110322
Single cell study of cellular diversity and mutual communication in chronic heart failure and drug repositioning
Abstract
Non-cardiomyocytes (non-CMs) play an important role in the process of cardiac remodeling of chronic heart failure. The mechanism of non-CMs transit and interact with each other remains largely unknown. Here, we try to characterize the cellular landscape of non-CMs in mice with chronic heart failure by using single-cell RNA sequencing (scRNA-seq) and provide potential therapeutic hunts. Cellular and molecular analysis revealed that the most affected cellular types are mainly fibroblasts and endothelial cells. Specially, Fib_0 cluster, the most abundant cluster in fibroblasts, was the only increased one, enriched for collagen synthesis genes such as Adamts4 and Crem, which might be responsible for the fibrosis in cardiac remodeling. End_0 cluster in endothelial cells was also the most abundant and only increased one, which has an effect of blood vessel morphogenesis. Cell communication further confirmed that fibroblasts and endothelial cells are the driving hubs in chronic heart failure. Furthermore, using fibroblasts and endothelial cells as the entry point of CMap technology, histone deacetylation (HDAC) inhibitors and HSP inhibitors were identified as potential anti-heart failure new drugs, which should be evaluated in the future. The combined application of scRNA-seq and CMap might be an effective way to achieve drug repositioning.
Keywords: Chronic heart failure; Drug repositioning; Endothelial cells; Fibroblasts; Single-cell RNA sequencing.
Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.
Conflict of interest statement
Declaration of Competing Interest The authors have declared that no conflict of interest exists.
Similar articles
-
New perspectives of the cardiac cellular landscape: mapping cellular mediators of cardiac fibrosis using single-cell transcriptomics.Biochem Soc Trans. 2020 Dec 18;48(6):2483-2493. doi: 10.1042/BST20191255. Biochem Soc Trans. 2020. PMID: 33259583 Review.
-
Identification of HBEGF+ fibroblasts in the remission of rheumatoid arthritis by integrating single-cell RNA sequencing datasets and bulk RNA sequencing datasets.Arthritis Res Ther. 2022 Sep 6;24(1):215. doi: 10.1186/s13075-022-02902-x. Arthritis Res Ther. 2022. PMID: 36068607 Free PMC article.
-
Single-Cell Reconstruction of Progression Trajectory Reveals Intervention Principles in Pathological Cardiac Hypertrophy.Circulation. 2020 May 26;141(21):1704-1719. doi: 10.1161/CIRCULATIONAHA.119.043053. Epub 2020 Feb 26. Circulation. 2020. PMID: 32098504
-
Endothelial-Mesenchymal Transition or Functional Tissue Regeneration - Two Outcomes of Heart Remodeling.Physiol Res. 2021 Nov 30;70(Suppl 1):S13-S20. doi: 10.33549/physiolres.934780. Physiol Res. 2021. PMID: 34918525 Free PMC article. Review.
-
Anti-androgenic therapy with finasteride improves cardiac function, attenuates remodeling and reverts pathologic gene-expression after myocardial infarction in mice.J Mol Cell Cardiol. 2018 Sep;122:114-124. doi: 10.1016/j.yjmcc.2018.08.011. Epub 2018 Aug 14. J Mol Cell Cardiol. 2018. PMID: 30118791
Cited by
-
Key Cell Types and Biomarkers in Heart Failure Identified through Analysis of Single-Cell and Bulk RNA Sequencing Data.Mediators Inflamm. 2023 Dec 26;2023:8384882. doi: 10.1155/2023/8384882. eCollection 2023. Mediators Inflamm. 2023. PMID: 38169915 Free PMC article.
-
Cardiac tissue engineering: an emerging approach to the treatment of heart failure.Front Bioeng Biotechnol. 2024 Aug 15;12:1441933. doi: 10.3389/fbioe.2024.1441933. eCollection 2024. Front Bioeng Biotechnol. 2024. PMID: 39211011 Free PMC article. Review.
-
Single-Cell RNA Sequencing in Organ and Cell Transplantation.Biosensors (Basel). 2024 Apr 11;14(4):189. doi: 10.3390/bios14040189. Biosensors (Basel). 2024. PMID: 38667182 Free PMC article. Review.
-
Single-cell spatial transcriptomics in cardiovascular development, disease, and medicine.Genes Dis. 2023 Nov 14;11(6):101163. doi: 10.1016/j.gendis.2023.101163. eCollection 2024 Nov. Genes Dis. 2023. PMID: 39224111 Free PMC article. Review.
-
IL-1β-mediated adaptive reprogramming of endogenous human cardiac fibroblasts to cells with immune features during fibrotic remodeling.Commun Biol. 2023 Nov 25;6(1):1200. doi: 10.1038/s42003-023-05463-0. Commun Biol. 2023. PMID: 38001239 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources