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Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis

BACKGROUND: Peripheral artery disease (PAD) is associated with gastrocnemius muscle abnormalities. However, the biological pathways associated with gastrocnemius muscle dysfunction and their associations with progression of PAD are largely unknown. This study characterized differential gene and micr...

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Autores principales: Saini, Sunil K., Pérez‐Cremades, Daniel, Cheng, Henry S., Kosmac, Kate, Peterson, Charlotte A, Li, Lingyu, Tian, Lu, Dong, Gengfu, Wu, Kevin K., Bouverat, Brian, Wohlgemuth, Stephanie E., Ryan, Terence, Sufit, Robert L., Ferrucci, Luigi, McDermott, Mary M., Leeuwenburgh, Christiaan, Feinberg, Mark W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9673627/
https://www.ncbi.nlm.nih.gov/pubmed/36300658
http://dx.doi.org/10.1161/JAHA.121.023085
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author Saini, Sunil K.
Pérez‐Cremades, Daniel
Cheng, Henry S.
Kosmac, Kate
Peterson, Charlotte A
Li, Lingyu
Tian, Lu
Dong, Gengfu
Wu, Kevin K.
Bouverat, Brian
Wohlgemuth, Stephanie E.
Ryan, Terence
Sufit, Robert L.
Ferrucci, Luigi
McDermott, Mary M.
Leeuwenburgh, Christiaan
Feinberg, Mark W.
author_facet Saini, Sunil K.
Pérez‐Cremades, Daniel
Cheng, Henry S.
Kosmac, Kate
Peterson, Charlotte A
Li, Lingyu
Tian, Lu
Dong, Gengfu
Wu, Kevin K.
Bouverat, Brian
Wohlgemuth, Stephanie E.
Ryan, Terence
Sufit, Robert L.
Ferrucci, Luigi
McDermott, Mary M.
Leeuwenburgh, Christiaan
Feinberg, Mark W.
author_sort Saini, Sunil K.
collection PubMed
description BACKGROUND: Peripheral artery disease (PAD) is associated with gastrocnemius muscle abnormalities. However, the biological pathways associated with gastrocnemius muscle dysfunction and their associations with progression of PAD are largely unknown. This study characterized differential gene and microRNA (miRNA) expression in gastrocnemius biopsies from people without PAD compared with those with PAD. Participants with PAD included those with and without PAD progression. METHODS AND RESULTS: mRNA and miRNA sequencing were performed to identify differentially expressed genes, differentially expressed miRNAs, mRNA‐miRNA interactions, and associated biological pathways for 3 sets of comparisons: (1) PAD progression (n=7) versus non‐PAD (n=7); (2) PAD no progression (n=6) versus non‐PAD; and (3) PAD progression versus PAD no progression. Immunohistochemistry was performed to determine gastrocnemius muscle fiber types and muscle fiber size. Differentially expressed genes and differentially expressed miRNAs were more abundant in the comparison of PAD progression versus non‐PAD compared with PAD with versus without progression. Among the top significant cellular pathways in subjects with PAD progression were muscle contraction or development, transforming growth factor‐beta, growth/differentiation factor, and activin signaling, inflammation, cellular senescence, and notch signaling. Subjects with PAD progression had increased frequency of smaller Type 2a gastrocnemius muscle fibers in exploratory analyses. CONCLUSIONS: Humans with PAD progression exhibited greater differences in the number of gene and miRNA expression, biological pathways, and Type 2a muscle fiber size compared with those without PAD. Fewer differences were observed between people with PAD without progression and control patients without PAD. Further study is needed to confirm whether the identified transcripts may serve as potential biomarkers for diagnosis and progression of PAD.
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spelling pubmed-96736272022-11-21 Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis Saini, Sunil K. Pérez‐Cremades, Daniel Cheng, Henry S. Kosmac, Kate Peterson, Charlotte A Li, Lingyu Tian, Lu Dong, Gengfu Wu, Kevin K. Bouverat, Brian Wohlgemuth, Stephanie E. Ryan, Terence Sufit, Robert L. Ferrucci, Luigi McDermott, Mary M. Leeuwenburgh, Christiaan Feinberg, Mark W. J Am Heart Assoc Original Research BACKGROUND: Peripheral artery disease (PAD) is associated with gastrocnemius muscle abnormalities. However, the biological pathways associated with gastrocnemius muscle dysfunction and their associations with progression of PAD are largely unknown. This study characterized differential gene and microRNA (miRNA) expression in gastrocnemius biopsies from people without PAD compared with those with PAD. Participants with PAD included those with and without PAD progression. METHODS AND RESULTS: mRNA and miRNA sequencing were performed to identify differentially expressed genes, differentially expressed miRNAs, mRNA‐miRNA interactions, and associated biological pathways for 3 sets of comparisons: (1) PAD progression (n=7) versus non‐PAD (n=7); (2) PAD no progression (n=6) versus non‐PAD; and (3) PAD progression versus PAD no progression. Immunohistochemistry was performed to determine gastrocnemius muscle fiber types and muscle fiber size. Differentially expressed genes and differentially expressed miRNAs were more abundant in the comparison of PAD progression versus non‐PAD compared with PAD with versus without progression. Among the top significant cellular pathways in subjects with PAD progression were muscle contraction or development, transforming growth factor‐beta, growth/differentiation factor, and activin signaling, inflammation, cellular senescence, and notch signaling. Subjects with PAD progression had increased frequency of smaller Type 2a gastrocnemius muscle fibers in exploratory analyses. CONCLUSIONS: Humans with PAD progression exhibited greater differences in the number of gene and miRNA expression, biological pathways, and Type 2a muscle fiber size compared with those without PAD. Fewer differences were observed between people with PAD without progression and control patients without PAD. Further study is needed to confirm whether the identified transcripts may serve as potential biomarkers for diagnosis and progression of PAD. John Wiley and Sons Inc. 2022-10-27 /pmc/articles/PMC9673627/ /pubmed/36300658 http://dx.doi.org/10.1161/JAHA.121.023085 Text en © 2022 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Research
Saini, Sunil K.
Pérez‐Cremades, Daniel
Cheng, Henry S.
Kosmac, Kate
Peterson, Charlotte A
Li, Lingyu
Tian, Lu
Dong, Gengfu
Wu, Kevin K.
Bouverat, Brian
Wohlgemuth, Stephanie E.
Ryan, Terence
Sufit, Robert L.
Ferrucci, Luigi
McDermott, Mary M.
Leeuwenburgh, Christiaan
Feinberg, Mark W.
Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
title Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
title_full Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
title_fullStr Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
title_full_unstemmed Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
title_short Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
title_sort dysregulated genes, micrornas, biological pathways, and gastrocnemius muscle fiber types associated with progression of peripheral artery disease: a preliminary analysis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9673627/
https://www.ncbi.nlm.nih.gov/pubmed/36300658
http://dx.doi.org/10.1161/JAHA.121.023085
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