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 micro...

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Published inJournal of the American Heart Association Vol. 11; no. 21; p. e023085
Main Authors 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.
Format Journal Article
LanguageEnglish
Published England John Wiley and Sons Inc 01.11.2022
Wiley
Subjects
Online AccessGet full text
ISSN2047-9980
2047-9980
DOI10.1161/JAHA.121.023085

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Abstract 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.
AbstractList 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.
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.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.
Author Wu, Kevin K.
Leeuwenburgh, Christiaan
Li, Lingyu
Tian, Lu
Dong, Gengfu
Feinberg, Mark W.
Cheng, Henry S.
Ryan, Terence
Sufit, Robert L.
Bouverat, Brian
Wohlgemuth, Stephanie E.
Pérez‐Cremades, Daniel
Peterson, Charlotte A
Kosmac, Kate
Saini, Sunil K.
Ferrucci, Luigi
McDermott, Mary M.
AuthorAffiliation 6 Department of Health Research and Policy, Stanford University Stanford CA
2 Cardiovascular Division, Department of Medicine Brigham and Women’s Hospital and Harvard Medical School Boston MA
5 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine Chicago IL
8 Department of Aging and Geriatric Research, University of Florida, Institute on Aging Gainesville FL
10 Division of Intramural Research, National Institute on Aging Baltimore MD
1 All India Institute of Medical Sciences, Department of Biophysics New Delhi India
7 Department of Applied Physiology & Kinesiology, University of Florida Gainesville FL
9 Department of Medicine, Northwestern University Feinberg School of Medicine Chicago IL
3 Department of Physiology University of Valencia and INCLIVA Biomedical Research Institute Valencia Spain
4 Center for Muscle Biology, College of Health Sciences University of Kentucky Lexington KY
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DocumentTitleAlternate Dysregulated Transcriptome of Calf Muscles in PAD
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Issue 21
Keywords gastrocnemius muscle
peripheral artery disease (PAD)
differentially expressed genes (DEG)
Language English
License This is an open access article under the terms of the http://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.
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For Sources of Funding and Disclosures, see page 14.
Supplemental Material is available at https://www.ahajournals.org/doi/suppl/10.1161/JAHA.121.023085
S. K. Saini, D. Pérez‐Cremades, and H. S. Cheng contributed equally.
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Snippet Background Peripheral artery disease (PAD) is associated with gastrocnemius muscle abnormalities. However, the biological pathways associated with...
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SubjectTerms differentially expressed genes (DEG)
gastrocnemius muscle
Humans
MicroRNAs - genetics
MicroRNAs - metabolism
Muscle Fibers, Skeletal - metabolism
Muscle, Skeletal
Original Research
Peripheral Arterial Disease - diagnosis
Peripheral Arterial Disease - genetics
Peripheral Arterial Disease - metabolism
peripheral artery disease (PAD)
RNA, Messenger - metabolism
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Title Dysregulated Genes, MicroRNAs, Biological Pathways, and Gastrocnemius Muscle Fiber Types Associated With Progression of Peripheral Artery Disease: A Preliminary Analysis
URI https://www.ncbi.nlm.nih.gov/pubmed/36300658
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https://doaj.org/article/21587088378c47698ffa4d8ba378fcb0
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