iPSC-derived myogenic progenitor cells from people with ME/CFS reveal altered genes and pathways with drug repurposing potential

Abstract Background The aetiology of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) remains unknown, and no validated disease models, biomarkers, or effective treatments are currently available. Debilitating fatigue and post-exertional malaise, together with chronic muscle pain and weakness, are hallmarks of ME/CFS. Indeed, skeletal muscle from people with ME/CFS has been reported to exhibit signs of damage and mitochondrial alterations, although the underlying biological processes remain poorly understood. This study used patient-derived induced pluripotent stem cell (iPSC)-derived myogenic progenitor (MP) cells to investigate ME/CFS-associated transcriptomic differences and identify potential drug-repurposing candidates. Methods MP cells were generated from iPSCs derived from people with ME/CFS and healthy controls and characterised. RNA sequencing was performed to compare transcriptomic profiles between ME/CFS and control MPs ( n = 6 and n = 7, respectively). Differentially expressed genes and pathways were identified using DESeq2 and gene set enrichment analysis (GSEA), followed by drug-repurposing analysis using the Library of Integrated Network-based Cellular Signatures (LINCS2) database and supporting literature review. Results RNA sequencing identified seven differentially expressed genes at adjusted p < 0.05, including MIR205HG , FEZF1 , HLA-DMB , SLC1A2 , SYT13 , GALNT4 , and SLC2A14 . Pathway analysis identified 73 significantly enriched pathways, 96% of which were downregulated in ME/CFS MPs, including pathways related to cell-cycle regulation, DNA replication, immune responses, and muscle cytoskeletal regulation. In contrast, branched-chain amino acid degradation was upregulated. LINCS2-based inverse signature matching followed by literature review identified 21 prioritised drug-repurposing candidates with potential relevance to ME/CFS. These included approved drugs such as leflunomide, melatonin, and midodrine, spanning pharmacological domains related to immune, neurological, autonomic, and vascular processes and warranting further experimental evaluation. Conclusions Patient-derived iPSC-MPs provide a useful platform for investigating ME/CFS-associated transcriptional differences in a muscle-relevant cell type. The findings support further investigation of skeletal muscle-related molecular processes in ME/CFS and provide a basis for experimental evaluation of computationally prioritised drug-repurposing candidates.

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Publication Details

Journal
Journal of Translational Medicine
Published
2026-10-16
DOI
https://doi.org/10.1186/s12967-026-09017-w
Primary Topic
Fibromyalgia and Chronic Fatigue Syndrome Research
Type
article
Field-Weighted Citation Impact
0.00

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article

iPSC-derived myogenic progenitor cells from people with ME/CFS reveal altered genes and pathways with drug repurposing potential

Zoe Shih-Jung Liu, Briana Spolding, Chiara C. Bortolasci, Megan K. Ellis et al.
Journal of Translational Medicine
Fibromyalgia and Chronic Fatigue Syndrome Research
article

iPSC-derived myogenic progenitor cells from people with ME/CFS reveal altered genes and pathways with drug repurposing potential

Zoe Shih-Jung Liu, Briana Spolding, Chiara C. Bortolasci, Megan K. Ellis, Trang T. T. Truong, Courtney Swinton, Bruna Panizzutti, Cassie Field, Ken R. Walder, Dao Nguyen, Michael Berk, Jenny Bryce, Jess Smith, Jee Hyun Kim
article en

Abstract

Abstract Background The aetiology of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) remains unknown, and no validated disease models, biomarkers, or effective treatments are currently available. Debilitating fatigue and post-exertional malaise, together with chronic muscle pain and weakness, are hallmarks of ME/CFS. Indeed, skeletal muscle from people with ME/CFS has been reported to exhibit signs of damage and mitochondrial alterations, although the underlying biological processes remain poorly understood. This study used patient-derived induced pluripotent stem cell (iPSC)-derived myogenic progenitor (MP) cells to investigate ME/CFS-associated transcriptomic differences and identify potential drug-repurposing candidates. Methods MP cells were generated from iPSCs derived from people with ME/CFS and healthy controls and characterised. RNA sequencing was performed to compare transcriptomic profiles between ME/CFS and control MPs ( n = 6 and n = 7, respectively). Differentially expressed genes and pathways were identified using DESeq2 and gene set enrichment analysis (GSEA), followed by drug-repurposing analysis using the Library of Integrated Network-based Cellular Signatures (LINCS2) database and supporting literature review. Results RNA sequencing identified seven differentially expressed genes at adjusted p < 0.05, including MIR205HG , FEZF1 , HLA-DMB , SLC1A2 , SYT13 , GALNT4 , and SLC2A14 . Pathway analysis identified 73 significantly enriched pathways, 96% of which were downregulated in ME/CFS MPs, including pathways related to cell-cycle regulation, DNA replication, immune responses, and muscle cytoskeletal regulation. In contrast, branched-chain amino acid degradation was upregulated. LINCS2-based inverse signature matching followed by literature review identified 21 prioritised drug-repurposing candidates with potential relevance to ME/CFS. These included approved drugs such as leflunomide, melatonin, and midodrine, spanning pharmacological domains related to immune, neurological, autonomic, and vascular processes and warranting further experimental evaluation. Conclusions Patient-derived iPSC-MPs provide a useful platform for investigating ME/CFS-associated transcriptional differences in a muscle-relevant cell type. The findings support further investigation of skeletal muscle-related molecular processes in ME/CFS and provide a basis for experimental evaluation of computationally prioritised drug-repurposing candidates.

Journal of Translational Medicine
Barwon Health (AU), Deakin University (AU), Florey Institute of Neuroscience and Mental Health (AU), Geelong Hospital (AU)
National Health and Medical Research Council
Good health and well-being
Openalex Percentile: Top 12%
Fibromyalgia and Chronic Fatigue Syndrome Research
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