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Sarcopenia: investigation of metabolic changes and its associated mechanisms
BACKGROUND: Sarcopenia is one of the most predominant musculoskeletal diseases of the elderly, defined as age-related progressive and generalized loss of muscle mass with a simultaneous reduction in muscle strength and/or function. Using metabolomics, we aimed to examine the association between sarc...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850598/ https://www.ncbi.nlm.nih.gov/pubmed/36658632 http://dx.doi.org/10.1186/s13395-022-00312-w |
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author | Marques, Jair Shokry, Engy Uhl, Olaf Baber, Lisa Hofmeister, Fabian Jarmusch, Stefanie Bidlingmaier, Martin Ferrari, Uta Koletzko, Berthold Drey, Michael |
author_facet | Marques, Jair Shokry, Engy Uhl, Olaf Baber, Lisa Hofmeister, Fabian Jarmusch, Stefanie Bidlingmaier, Martin Ferrari, Uta Koletzko, Berthold Drey, Michael |
author_sort | Marques, Jair |
collection | PubMed |
description | BACKGROUND: Sarcopenia is one of the most predominant musculoskeletal diseases of the elderly, defined as age-related progressive and generalized loss of muscle mass with a simultaneous reduction in muscle strength and/or function. Using metabolomics, we aimed to examine the association between sarcopenia and the plasma metabolic profile of sarcopenic patients, measured using a targeted HPLC-MS/MS platform. METHODS: Plasma samples from 22 (17 men) hip fracture patients undergoing surgery (8 sarcopenic, age 81.4+6.3, and 14 non-sarcopenic, age 78.4±8.1) were analyzed. T test, fold change, orthogonal partial least squares discriminant analysis, and sparse partial least squares discriminant analysis were used for mining significant features. Metabolite set enrichment analysis and mediation analysis by PLSSEM were thereafter performed. RESULTS: Using a univariate analysis for sarcopenia z score, the amino acid citrulline was the only metabolite with a significant group difference after FDR correction. Positive trends were observed between the sarcopenia z score and very long-chain fatty acids as well as dicarboxylic acid carnitines. Multivariate analysis showed citrulline, non-esterified fatty acid 26:2, and decanedioyl carnitine as the top three metabolites according to the variable importance in projection using oPLS-DA and loadings weight by sPLS-DA. Metabolite set enrichment analysis showed carnitine palmitoyltransferase deficiency (II) as the highest condition related to the metabolome. CONCLUSIONS: We observed a difference in the plasma metabolic profile in association with different measures of sarcopenia, which identifies very long-chain fatty acids, Carn.DC and citrulline as key variables associated with the disease severity. These findings point to a potential link between sarcopenia and mitochondrial dysfunction and portraits a number of possible biochemical pathways which might be involved in the disease pathogenesis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13395-022-00312-w. |
format | Online Article Text |
id | pubmed-9850598 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98505982023-01-20 Sarcopenia: investigation of metabolic changes and its associated mechanisms Marques, Jair Shokry, Engy Uhl, Olaf Baber, Lisa Hofmeister, Fabian Jarmusch, Stefanie Bidlingmaier, Martin Ferrari, Uta Koletzko, Berthold Drey, Michael Skelet Muscle Research BACKGROUND: Sarcopenia is one of the most predominant musculoskeletal diseases of the elderly, defined as age-related progressive and generalized loss of muscle mass with a simultaneous reduction in muscle strength and/or function. Using metabolomics, we aimed to examine the association between sarcopenia and the plasma metabolic profile of sarcopenic patients, measured using a targeted HPLC-MS/MS platform. METHODS: Plasma samples from 22 (17 men) hip fracture patients undergoing surgery (8 sarcopenic, age 81.4+6.3, and 14 non-sarcopenic, age 78.4±8.1) were analyzed. T test, fold change, orthogonal partial least squares discriminant analysis, and sparse partial least squares discriminant analysis were used for mining significant features. Metabolite set enrichment analysis and mediation analysis by PLSSEM were thereafter performed. RESULTS: Using a univariate analysis for sarcopenia z score, the amino acid citrulline was the only metabolite with a significant group difference after FDR correction. Positive trends were observed between the sarcopenia z score and very long-chain fatty acids as well as dicarboxylic acid carnitines. Multivariate analysis showed citrulline, non-esterified fatty acid 26:2, and decanedioyl carnitine as the top three metabolites according to the variable importance in projection using oPLS-DA and loadings weight by sPLS-DA. Metabolite set enrichment analysis showed carnitine palmitoyltransferase deficiency (II) as the highest condition related to the metabolome. CONCLUSIONS: We observed a difference in the plasma metabolic profile in association with different measures of sarcopenia, which identifies very long-chain fatty acids, Carn.DC and citrulline as key variables associated with the disease severity. These findings point to a potential link between sarcopenia and mitochondrial dysfunction and portraits a number of possible biochemical pathways which might be involved in the disease pathogenesis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13395-022-00312-w. BioMed Central 2023-01-19 /pmc/articles/PMC9850598/ /pubmed/36658632 http://dx.doi.org/10.1186/s13395-022-00312-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Marques, Jair Shokry, Engy Uhl, Olaf Baber, Lisa Hofmeister, Fabian Jarmusch, Stefanie Bidlingmaier, Martin Ferrari, Uta Koletzko, Berthold Drey, Michael Sarcopenia: investigation of metabolic changes and its associated mechanisms |
title | Sarcopenia: investigation of metabolic changes and its associated mechanisms |
title_full | Sarcopenia: investigation of metabolic changes and its associated mechanisms |
title_fullStr | Sarcopenia: investigation of metabolic changes and its associated mechanisms |
title_full_unstemmed | Sarcopenia: investigation of metabolic changes and its associated mechanisms |
title_short | Sarcopenia: investigation of metabolic changes and its associated mechanisms |
title_sort | sarcopenia: investigation of metabolic changes and its associated mechanisms |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850598/ https://www.ncbi.nlm.nih.gov/pubmed/36658632 http://dx.doi.org/10.1186/s13395-022-00312-w |
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