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Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome

BACKGROUND: Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a chronic and debilitating disease that is characterized by unexplained physical fatigue unrelieved by rest. Symptoms also include cognitive and sensory dysfunction, sleeping disturbances, orthostatic intolerance, and gastroi...

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Autores principales: Che, Xiaoyu, Brydges, Christopher R., Yu, Yuanzhi, Price, Adam, Joshi, Shreyas, Roy, Ayan, Lee, Bohyun, Barupal, Dinesh K., Cheng, Aaron, Palmer, Dana March, Levine, Susan, Peterson, Daniel L., Vernon, Suzanne D., Bateman, Lucinda, Hornig, Mady, Montoya, Jose G., Komaroff, Anthony L., Fiehn, Oliver, Lipkin, W. Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764736/
https://www.ncbi.nlm.nih.gov/pubmed/35043127
http://dx.doi.org/10.1101/2021.06.14.21258895
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author Che, Xiaoyu
Brydges, Christopher R.
Yu, Yuanzhi
Price, Adam
Joshi, Shreyas
Roy, Ayan
Lee, Bohyun
Barupal, Dinesh K.
Cheng, Aaron
Palmer, Dana March
Levine, Susan
Peterson, Daniel L.
Vernon, Suzanne D.
Bateman, Lucinda
Hornig, Mady
Montoya, Jose G.
Komaroff, Anthony L.
Fiehn, Oliver
Lipkin, W. Ian
author_facet Che, Xiaoyu
Brydges, Christopher R.
Yu, Yuanzhi
Price, Adam
Joshi, Shreyas
Roy, Ayan
Lee, Bohyun
Barupal, Dinesh K.
Cheng, Aaron
Palmer, Dana March
Levine, Susan
Peterson, Daniel L.
Vernon, Suzanne D.
Bateman, Lucinda
Hornig, Mady
Montoya, Jose G.
Komaroff, Anthony L.
Fiehn, Oliver
Lipkin, W. Ian
author_sort Che, Xiaoyu
collection PubMed
description BACKGROUND: Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a chronic and debilitating disease that is characterized by unexplained physical fatigue unrelieved by rest. Symptoms also include cognitive and sensory dysfunction, sleeping disturbances, orthostatic intolerance, and gastrointestinal problems. A syndrome clinically similar to ME/CFS has been reported following well-documented infections with the coronaviruses SARS-CoV and MERS-CoV. At least 10% of COVID-19 survivors develop post acute sequelae of SARS-CoV-2 infection (PASC). Although many individuals with PASC have evidence of structural organ damage, a subset have symptoms consistent with ME/CFS including fatigue, post exertional malaise, cognitive dysfunction, gastrointestinal disturbances, and postural orthostatic intolerance. These common features in ME/CFS and PASC suggest that insights into the pathogenesis of either may enrich our understanding of both syndromes, and could expedite the development of strategies for identifying those at risk and interventions that prevent or mitigate disease. METHODS: Using regression, Bayesian and enrichment analyses, we conducted targeted and untargeted metabolomic analysis of 888 metabolic analytes in plasma samples of 106 ME/CFS cases and 91 frequency-matched healthy controls. RESULTS: In ME/CFS cases, regression, Bayesian and enrichment analyses revealed evidence of peroxisomal dysfunction with decreased levels of plasmalogens. Other findings included decreased levels of several membrane lipids, including phosphatidylcholines and sphingomyelins, that may indicate dysregulation of the cytidine-5’-diphosphocholine pathway. Enrichment analyses revealed decreased levels of choline, ceramides and carnitines, and increased levels of long chain triglycerides (TG) and hydroxy-eicosapentaenoic acid. Elevated levels of dicarboxylic acids were consistent with abnormalities in the tricarboxylic acid cycle. Using machine learning algorithms with selected metabolites as predictors, we were able to differentiate female ME/CFS cases from female controls (highest AUC=0.794) and ME/CFS cases without self-reported irritable bowel syndrome (sr-IBS) from controls without sr-IBS (highest AUC=0.873). CONCLUSION: Our findings are consistent with earlier ME/CFS work indicating compromised energy metabolism and redox imbalance, and highlight new abnormalities that may provide insights into the pathogenesis of ME/CFS.
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spelling pubmed-87647362022-01-19 Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Che, Xiaoyu Brydges, Christopher R. Yu, Yuanzhi Price, Adam Joshi, Shreyas Roy, Ayan Lee, Bohyun Barupal, Dinesh K. Cheng, Aaron Palmer, Dana March Levine, Susan Peterson, Daniel L. Vernon, Suzanne D. Bateman, Lucinda Hornig, Mady Montoya, Jose G. Komaroff, Anthony L. Fiehn, Oliver Lipkin, W. Ian medRxiv Article BACKGROUND: Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a chronic and debilitating disease that is characterized by unexplained physical fatigue unrelieved by rest. Symptoms also include cognitive and sensory dysfunction, sleeping disturbances, orthostatic intolerance, and gastrointestinal problems. A syndrome clinically similar to ME/CFS has been reported following well-documented infections with the coronaviruses SARS-CoV and MERS-CoV. At least 10% of COVID-19 survivors develop post acute sequelae of SARS-CoV-2 infection (PASC). Although many individuals with PASC have evidence of structural organ damage, a subset have symptoms consistent with ME/CFS including fatigue, post exertional malaise, cognitive dysfunction, gastrointestinal disturbances, and postural orthostatic intolerance. These common features in ME/CFS and PASC suggest that insights into the pathogenesis of either may enrich our understanding of both syndromes, and could expedite the development of strategies for identifying those at risk and interventions that prevent or mitigate disease. METHODS: Using regression, Bayesian and enrichment analyses, we conducted targeted and untargeted metabolomic analysis of 888 metabolic analytes in plasma samples of 106 ME/CFS cases and 91 frequency-matched healthy controls. RESULTS: In ME/CFS cases, regression, Bayesian and enrichment analyses revealed evidence of peroxisomal dysfunction with decreased levels of plasmalogens. Other findings included decreased levels of several membrane lipids, including phosphatidylcholines and sphingomyelins, that may indicate dysregulation of the cytidine-5’-diphosphocholine pathway. Enrichment analyses revealed decreased levels of choline, ceramides and carnitines, and increased levels of long chain triglycerides (TG) and hydroxy-eicosapentaenoic acid. Elevated levels of dicarboxylic acids were consistent with abnormalities in the tricarboxylic acid cycle. Using machine learning algorithms with selected metabolites as predictors, we were able to differentiate female ME/CFS cases from female controls (highest AUC=0.794) and ME/CFS cases without self-reported irritable bowel syndrome (sr-IBS) from controls without sr-IBS (highest AUC=0.873). CONCLUSION: Our findings are consistent with earlier ME/CFS work indicating compromised energy metabolism and redox imbalance, and highlight new abnormalities that may provide insights into the pathogenesis of ME/CFS. Cold Spring Harbor Laboratory 2022-01-11 /pmc/articles/PMC8764736/ /pubmed/35043127 http://dx.doi.org/10.1101/2021.06.14.21258895 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Che, Xiaoyu
Brydges, Christopher R.
Yu, Yuanzhi
Price, Adam
Joshi, Shreyas
Roy, Ayan
Lee, Bohyun
Barupal, Dinesh K.
Cheng, Aaron
Palmer, Dana March
Levine, Susan
Peterson, Daniel L.
Vernon, Suzanne D.
Bateman, Lucinda
Hornig, Mady
Montoya, Jose G.
Komaroff, Anthony L.
Fiehn, Oliver
Lipkin, W. Ian
Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
title Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
title_full Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
title_fullStr Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
title_full_unstemmed Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
title_short Evidence for Peroxisomal Dysfunction and Dysregulation of the CDP-Choline Pathway in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
title_sort evidence for peroxisomal dysfunction and dysregulation of the cdp-choline pathway in myalgic encephalomyelitis/chronic fatigue syndrome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764736/
https://www.ncbi.nlm.nih.gov/pubmed/35043127
http://dx.doi.org/10.1101/2021.06.14.21258895
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