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Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease

BACKGROUND: Lower extremity peripheral artery disease (PAD) is a growing epidemic with limited effective treatment options. Here, we provide a single-nuclei atlas of PAD limb muscle to facilitate a better understanding of the composition of cells and transcriptional differences that comprise the dis...

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Autores principales: Pass, Caroline G., Palzkill, Victoria, Tan, Jianna, Kim, Kyoungrae, Thome, Trace, Yang, Qingping, Fazzone, Brian, Robinson, Scott T., O’Malley, Kerri A., Yue, Feng, Scali, Salvatore T., Berceli, Scott A., Ryan, Terence E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10599805/
https://www.ncbi.nlm.nih.gov/pubmed/37823262
http://dx.doi.org/10.1161/CIRCRESAHA.123.323161
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author Pass, Caroline G.
Palzkill, Victoria
Tan, Jianna
Kim, Kyoungrae
Thome, Trace
Yang, Qingping
Fazzone, Brian
Robinson, Scott T.
O’Malley, Kerri A.
Yue, Feng
Scali, Salvatore T.
Berceli, Scott A.
Ryan, Terence E.
author_facet Pass, Caroline G.
Palzkill, Victoria
Tan, Jianna
Kim, Kyoungrae
Thome, Trace
Yang, Qingping
Fazzone, Brian
Robinson, Scott T.
O’Malley, Kerri A.
Yue, Feng
Scali, Salvatore T.
Berceli, Scott A.
Ryan, Terence E.
author_sort Pass, Caroline G.
collection PubMed
description BACKGROUND: Lower extremity peripheral artery disease (PAD) is a growing epidemic with limited effective treatment options. Here, we provide a single-nuclei atlas of PAD limb muscle to facilitate a better understanding of the composition of cells and transcriptional differences that comprise the diseased limb muscle. METHODS: We obtained gastrocnemius muscle specimens from 20 patients with PAD and 12 non-PAD controls. Nuclei were isolated and single-nuclei RNA-sequencing was performed. The composition of nuclei was characterized by iterative clustering via principal component analysis, differential expression analysis, and the use of known marker genes. Bioinformatics analysis was performed to determine differences in gene expression between PAD and non-PAD nuclei, as well as subsequent analysis of intercellular signaling networks. Additional histological analyses of muscle specimens accompany the single-nuclei RNA-sequencing atlas. RESULTS: Single-nuclei RNA-sequencing analysis indicated a fiber type shift with patients with PAD having fewer type I (slow/oxidative) and more type II (fast/glycolytic) myonuclei compared with non-PAD, which was confirmed using immunostaining of muscle specimens. Myonuclei from PAD displayed global upregulation of genes involved in stress response, autophagy, hypoxia, and atrophy. Subclustering of myonuclei also identified populations that were unique to PAD muscle characterized by metabolic dysregulation. PAD muscles also displayed unique transcriptional profiles and increased diversity of transcriptomes in muscle stem cells, regenerating myonuclei, and fibro-adipogenic progenitor cells. Analysis of intercellular communication networks revealed fibro-adipogenic progenitors as a major signaling hub in PAD muscle, as well as deficiencies in angiogenic and bone morphogenetic protein signaling which may contribute to poor limb function in PAD. CONCLUSIONS: This reference single-nuclei RNA-sequencing atlas provides a comprehensive analysis of the cell composition, transcriptional signature, and intercellular communication pathways that are altered in the PAD condition.
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spelling pubmed-105998052023-10-26 Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease Pass, Caroline G. Palzkill, Victoria Tan, Jianna Kim, Kyoungrae Thome, Trace Yang, Qingping Fazzone, Brian Robinson, Scott T. O’Malley, Kerri A. Yue, Feng Scali, Salvatore T. Berceli, Scott A. Ryan, Terence E. Circ Res Original Research BACKGROUND: Lower extremity peripheral artery disease (PAD) is a growing epidemic with limited effective treatment options. Here, we provide a single-nuclei atlas of PAD limb muscle to facilitate a better understanding of the composition of cells and transcriptional differences that comprise the diseased limb muscle. METHODS: We obtained gastrocnemius muscle specimens from 20 patients with PAD and 12 non-PAD controls. Nuclei were isolated and single-nuclei RNA-sequencing was performed. The composition of nuclei was characterized by iterative clustering via principal component analysis, differential expression analysis, and the use of known marker genes. Bioinformatics analysis was performed to determine differences in gene expression between PAD and non-PAD nuclei, as well as subsequent analysis of intercellular signaling networks. Additional histological analyses of muscle specimens accompany the single-nuclei RNA-sequencing atlas. RESULTS: Single-nuclei RNA-sequencing analysis indicated a fiber type shift with patients with PAD having fewer type I (slow/oxidative) and more type II (fast/glycolytic) myonuclei compared with non-PAD, which was confirmed using immunostaining of muscle specimens. Myonuclei from PAD displayed global upregulation of genes involved in stress response, autophagy, hypoxia, and atrophy. Subclustering of myonuclei also identified populations that were unique to PAD muscle characterized by metabolic dysregulation. PAD muscles also displayed unique transcriptional profiles and increased diversity of transcriptomes in muscle stem cells, regenerating myonuclei, and fibro-adipogenic progenitor cells. Analysis of intercellular communication networks revealed fibro-adipogenic progenitors as a major signaling hub in PAD muscle, as well as deficiencies in angiogenic and bone morphogenetic protein signaling which may contribute to poor limb function in PAD. CONCLUSIONS: This reference single-nuclei RNA-sequencing atlas provides a comprehensive analysis of the cell composition, transcriptional signature, and intercellular communication pathways that are altered in the PAD condition. Lippincott Williams & Wilkins 2023-10-12 2023-10-27 /pmc/articles/PMC10599805/ /pubmed/37823262 http://dx.doi.org/10.1161/CIRCRESAHA.123.323161 Text en © 2023 The Authors. https://creativecommons.org/licenses/by-nc-nd/4.0/Circulation Research is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution Non-Commercial-NoDerivs (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited, the use is noncommercial, and no modifications or adaptations are made.
spellingShingle Original Research
Pass, Caroline G.
Palzkill, Victoria
Tan, Jianna
Kim, Kyoungrae
Thome, Trace
Yang, Qingping
Fazzone, Brian
Robinson, Scott T.
O’Malley, Kerri A.
Yue, Feng
Scali, Salvatore T.
Berceli, Scott A.
Ryan, Terence E.
Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease
title Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease
title_full Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease
title_fullStr Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease
title_full_unstemmed Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease
title_short Single-Nuclei RNA-Sequencing of the Gastrocnemius Muscle in Peripheral Artery Disease
title_sort single-nuclei rna-sequencing of the gastrocnemius muscle in peripheral artery disease
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10599805/
https://www.ncbi.nlm.nih.gov/pubmed/37823262
http://dx.doi.org/10.1161/CIRCRESAHA.123.323161
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