Aris E Syntakas, Melissa Kartawinata, Nia M L Evans, Huong D Nguyen, Charalampia Papadopoulou, Muthana Al Obaidi, Clarissa Pilkington, Yvonne Glackin, Christopher B Mahony, Adam P Croft, Simon Eaton, Mario Cortina-Borja, Olumide Ogunbiyi, Ashirwad Merve, Lucy R Wedderburn, Meredyth G Ll Wilkinson
{"title":"未经治疗的青少年皮肌炎患者肌肉活检的空间转录组学分析显示,尽管疾病相关的干扰素驱动特征,但线粒体异常。","authors":"Aris E Syntakas, Melissa Kartawinata, Nia M L Evans, Huong D Nguyen, Charalampia Papadopoulou, Muthana Al Obaidi, Clarissa Pilkington, Yvonne Glackin, Christopher B Mahony, Adam P Croft, Simon Eaton, Mario Cortina-Borja, Olumide Ogunbiyi, Ashirwad Merve, Lucy R Wedderburn, Meredyth G Ll Wilkinson","doi":"10.1016/j.ard.2025.07.015","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to investigate the spatial transcriptomic landscape of muscle tissue from patients with treatment-naive juvenile dermatomyositis (JDM) in comparison to healthy paediatric muscle tissue.</p><p><strong>Methods: </strong>Muscle biopsies from 3 patients with JDM and 3 age-matched controls were analysed using the Nanostring GeoMx Digital Spatial Profiler. Regions of interest were selected based on muscle fibres without immune cells, immune cell infiltration and CD68+ macrophage enrichment. Differential gene expression, pathway analysis and pathways clustering analysis were conducted. Key findings were validated in 19 cases of JDM using immunohistochemistry and chemical stains, and a bulk RNAseq dataset of 4 cases of JDM.</p><p><strong>Results: </strong>JDM muscle tissues exhibited significant interferon pathway activation and mitochondrial dysfunction compared to controls. A 15-gene interferon signature was significantly elevated in JDM muscle and macrophage-enriched regions, correlating with clinical weakness. In contrast, mitochondrial dysregulation, characterised by downregulated respiratory chain pathways, was present regardless of interferon activity or muscle strength. The interferon-driven and mitochondrial signatures were replicated in an independent RNAseq dataset from JDM muscle; the lack of association between interferon signature and mitochondrial dysregulation was validated in 19 cases by conventional staining methods. Clustering analysis revealed distinct transcriptomic profiles between JDM and control tissues, as well as between patients with JDM with varying clinical phenotypes.</p><p><strong>Conclusions: </strong>This study highlights mitochondrial dysfunction as a consistent pathological feature in JDM muscle, which may be independent of interferon-driven inflammation. These findings highlight the potential for mitochondrial-targeted therapies in JDM management and emphasise the need for further studies to explore their therapeutic value.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":"1706-1720"},"PeriodicalIF":20.6000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatial transcriptomic analysis of muscle biopsy from patients with treatment-naive juvenile dermatomyositis reveals mitochondrial abnormalities despite disease-related interferon-driven signature.\",\"authors\":\"Aris E Syntakas, Melissa Kartawinata, Nia M L Evans, Huong D Nguyen, Charalampia Papadopoulou, Muthana Al Obaidi, Clarissa Pilkington, Yvonne Glackin, Christopher B Mahony, Adam P Croft, Simon Eaton, Mario Cortina-Borja, Olumide Ogunbiyi, Ashirwad Merve, Lucy R Wedderburn, Meredyth G Ll Wilkinson\",\"doi\":\"10.1016/j.ard.2025.07.015\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>This study aimed to investigate the spatial transcriptomic landscape of muscle tissue from patients with treatment-naive juvenile dermatomyositis (JDM) in comparison to healthy paediatric muscle tissue.</p><p><strong>Methods: </strong>Muscle biopsies from 3 patients with JDM and 3 age-matched controls were analysed using the Nanostring GeoMx Digital Spatial Profiler. Regions of interest were selected based on muscle fibres without immune cells, immune cell infiltration and CD68+ macrophage enrichment. Differential gene expression, pathway analysis and pathways clustering analysis were conducted. Key findings were validated in 19 cases of JDM using immunohistochemistry and chemical stains, and a bulk RNAseq dataset of 4 cases of JDM.</p><p><strong>Results: </strong>JDM muscle tissues exhibited significant interferon pathway activation and mitochondrial dysfunction compared to controls. A 15-gene interferon signature was significantly elevated in JDM muscle and macrophage-enriched regions, correlating with clinical weakness. In contrast, mitochondrial dysregulation, characterised by downregulated respiratory chain pathways, was present regardless of interferon activity or muscle strength. The interferon-driven and mitochondrial signatures were replicated in an independent RNAseq dataset from JDM muscle; the lack of association between interferon signature and mitochondrial dysregulation was validated in 19 cases by conventional staining methods. Clustering analysis revealed distinct transcriptomic profiles between JDM and control tissues, as well as between patients with JDM with varying clinical phenotypes.</p><p><strong>Conclusions: </strong>This study highlights mitochondrial dysfunction as a consistent pathological feature in JDM muscle, which may be independent of interferon-driven inflammation. These findings highlight the potential for mitochondrial-targeted therapies in JDM management and emphasise the need for further studies to explore their therapeutic value.</p>\",\"PeriodicalId\":8087,\"journal\":{\"name\":\"Annals of the Rheumatic Diseases\",\"volume\":\" \",\"pages\":\"1706-1720\"},\"PeriodicalIF\":20.6000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of the Rheumatic Diseases\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.ard.2025.07.015\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/9 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"RHEUMATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of the Rheumatic Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.ard.2025.07.015","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/9 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"RHEUMATOLOGY","Score":null,"Total":0}
Spatial transcriptomic analysis of muscle biopsy from patients with treatment-naive juvenile dermatomyositis reveals mitochondrial abnormalities despite disease-related interferon-driven signature.
Objectives: This study aimed to investigate the spatial transcriptomic landscape of muscle tissue from patients with treatment-naive juvenile dermatomyositis (JDM) in comparison to healthy paediatric muscle tissue.
Methods: Muscle biopsies from 3 patients with JDM and 3 age-matched controls were analysed using the Nanostring GeoMx Digital Spatial Profiler. Regions of interest were selected based on muscle fibres without immune cells, immune cell infiltration and CD68+ macrophage enrichment. Differential gene expression, pathway analysis and pathways clustering analysis were conducted. Key findings were validated in 19 cases of JDM using immunohistochemistry and chemical stains, and a bulk RNAseq dataset of 4 cases of JDM.
Results: JDM muscle tissues exhibited significant interferon pathway activation and mitochondrial dysfunction compared to controls. A 15-gene interferon signature was significantly elevated in JDM muscle and macrophage-enriched regions, correlating with clinical weakness. In contrast, mitochondrial dysregulation, characterised by downregulated respiratory chain pathways, was present regardless of interferon activity or muscle strength. The interferon-driven and mitochondrial signatures were replicated in an independent RNAseq dataset from JDM muscle; the lack of association between interferon signature and mitochondrial dysregulation was validated in 19 cases by conventional staining methods. Clustering analysis revealed distinct transcriptomic profiles between JDM and control tissues, as well as between patients with JDM with varying clinical phenotypes.
Conclusions: This study highlights mitochondrial dysfunction as a consistent pathological feature in JDM muscle, which may be independent of interferon-driven inflammation. These findings highlight the potential for mitochondrial-targeted therapies in JDM management and emphasise the need for further studies to explore their therapeutic value.
期刊介绍:
Annals of the Rheumatic Diseases (ARD) is an international peer-reviewed journal covering all aspects of rheumatology, which includes the full spectrum of musculoskeletal conditions, arthritic disease, and connective tissue disorders. ARD publishes basic, clinical, and translational scientific research, including the most important recommendations for the management of various conditions.