Nicole Welch, Pugazhendhi Kannan, Saurabh Mishra, Annette Bellar, Vandana Agrawal, Grahame Kidd, Emily Benson, Ryan Musich, Raya Tabbalat, Ling Li, J. Mark Brown, Belinda Willard, Karyn A. Esser, Laura E. Nagy, Srinivasan Dasarathy
{"title":"酒精相关性肝病肌肉减少症分子景观的综合多组学分析","authors":"Nicole Welch, Pugazhendhi Kannan, Saurabh Mishra, Annette Bellar, Vandana Agrawal, Grahame Kidd, Emily Benson, Ryan Musich, Raya Tabbalat, Ling Li, J. Mark Brown, Belinda Willard, Karyn A. Esser, Laura E. Nagy, Srinivasan Dasarathy","doi":"10.1002/jcsm.13818","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>Skeletal muscle is a major target for ethanol-induced perturbations, leading to sarcopenia in alcohol-related liver disease (ALD). The complex interactions and pathways involved in adaptive and maladaptive responses to ethanol in skeletal muscle are not well understood. Unlike hypothesis-driven experiments, an integrated multiomics-experimental validation approach provides a comprehensive view of these interactions.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We performed multiomics analyses with experimental validation to identify novel regulatory mechanisms of sarcopenia in ALD. Studies were done in a comprehensive array of models including ethanol-treated (ET) murine and human-induced pluripotent stem cell–derived myotubes (hiPSCm), skeletal muscle from a mouse model of ALD (mALD) and human patients with alcohol-related cirrhosis and controls. We generated 13 untargeted datasets, including chromatin accessibility (assay for transposase accessible chromatin), RNA sequencing, proteomics, phosphoproteomics, acetylomics and metabolomics, and conducted integrated multiomics analyses using UpSet plots and feature extraction. Key findings were validated using immunoblots, redox measurements (NAD<sup>+</sup>/NADH ratio), imaging and senescence-associated molecular phenotype (SAMP) assays. Mechanistic studies included mitochondrial-targeted <i>Lactobacillus brevis</i> NADH oxidase (MitoLbNOX) to increase redox ratio and MitoTempo as a mitochondrial free radical scavenger.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>Multiomics analyses revealed enrichment in mitochondrial oxidative function, protein synthesis and senescence pathways consistent with the known effects of hypoxia-inducible factor 1α (HIF1α) during normoxia. Across preclinical and clinical models, HIF1α targets (<i>n</i> = 32 genes) and signalling genes (<i>n</i> > 100 genes) (<i>n</i> = 3 ATACseq, <i>n</i> = 65 phosphoproteomics, <i>n</i> = 10 acetylomics, <i>n</i> = 6 C2C12 proteomics, <i>n</i> = 106 C2C12 RNAseq, <i>n</i> = 64 hiPSC RNAseq, <i>n</i> = 30 hiPSC proteomics, <i>n</i> = 3 mouse proteomics, <i>n</i> = 25 mouse RNAseq, <i>n</i> = 8 human RNAseq, <i>n</i> = 3 human proteomics) were increased. Stabilization of HIF1α (C2C12, 6hEtOH 0.24 ± 0.09; <i>p</i> = 0.043; mALD 0.32 ± 0.074; <i>p</i> = 0.005; data shown as mean difference ± standard error mean) was accompanied by enrichment in the early transient and late change clusters, −log(<i>p</i>-value) = 1.5–3.8, of the HIF1α signalling pathway. Redox ratio was reduced in ET myotubes (C2C12: 15512 ± 872.1, <i>p</i> < 0.001) and mALD muscle, with decreased expression of electron transport chain components (CI–V, <i>p</i> < 0.05) and Sirt3 (C2C12: 0.067 ± 0.023, <i>p</i> = 0.025; mALD: 0.41 ± 0.12, <i>p</i> = 0.013). Acetylation of mitochondrial proteins was increased in both models (C2C12: 107364 ± 4558, <i>p</i> = 0.03; mALD: 40036 ± 18 987, <i>p</i> = 0.049). Ethanol-induced SAMP was observed across models (P16: C2C12: 0.2845 ± 0.1145, <i>p</i> < 0.05; hiPSCm: 0.2591, <i>p</i> = 0.041). MitoLbNOX treatment reversed redox imbalance, HIF1α stabilization, global acetylation and myostatin expression (<i>p</i> < 0.05).</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>An integrated multiomics approach, combined with experimental validation, identifies HIF1α stabilization and accelerated post-mitotic senescence as novel mechanisms of sarcopenia in ALD. These findings show the complex molecular interactions leading to mitochondrial dysfunction and progressive sarcopenia in ALD.</p>\n </section>\n </div>","PeriodicalId":48911,"journal":{"name":"Journal of Cachexia Sarcopenia and Muscle","volume":"16 3","pages":""},"PeriodicalIF":9.4000,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jcsm.13818","citationCount":"0","resultStr":"{\"title\":\"Integrated Multiomics Analyses of the Molecular Landscape of Sarcopenia in Alcohol-Related Liver Disease\",\"authors\":\"Nicole Welch, Pugazhendhi Kannan, Saurabh Mishra, Annette Bellar, Vandana Agrawal, Grahame Kidd, Emily Benson, Ryan Musich, Raya Tabbalat, Ling Li, J. Mark Brown, Belinda Willard, Karyn A. Esser, Laura E. Nagy, Srinivasan Dasarathy\",\"doi\":\"10.1002/jcsm.13818\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Background</h3>\\n \\n <p>Skeletal muscle is a major target for ethanol-induced perturbations, leading to sarcopenia in alcohol-related liver disease (ALD). The complex interactions and pathways involved in adaptive and maladaptive responses to ethanol in skeletal muscle are not well understood. Unlike hypothesis-driven experiments, an integrated multiomics-experimental validation approach provides a comprehensive view of these interactions.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>We performed multiomics analyses with experimental validation to identify novel regulatory mechanisms of sarcopenia in ALD. Studies were done in a comprehensive array of models including ethanol-treated (ET) murine and human-induced pluripotent stem cell–derived myotubes (hiPSCm), skeletal muscle from a mouse model of ALD (mALD) and human patients with alcohol-related cirrhosis and controls. We generated 13 untargeted datasets, including chromatin accessibility (assay for transposase accessible chromatin), RNA sequencing, proteomics, phosphoproteomics, acetylomics and metabolomics, and conducted integrated multiomics analyses using UpSet plots and feature extraction. Key findings were validated using immunoblots, redox measurements (NAD<sup>+</sup>/NADH ratio), imaging and senescence-associated molecular phenotype (SAMP) assays. Mechanistic studies included mitochondrial-targeted <i>Lactobacillus brevis</i> NADH oxidase (MitoLbNOX) to increase redox ratio and MitoTempo as a mitochondrial free radical scavenger.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>Multiomics analyses revealed enrichment in mitochondrial oxidative function, protein synthesis and senescence pathways consistent with the known effects of hypoxia-inducible factor 1α (HIF1α) during normoxia. Across preclinical and clinical models, HIF1α targets (<i>n</i> = 32 genes) and signalling genes (<i>n</i> > 100 genes) (<i>n</i> = 3 ATACseq, <i>n</i> = 65 phosphoproteomics, <i>n</i> = 10 acetylomics, <i>n</i> = 6 C2C12 proteomics, <i>n</i> = 106 C2C12 RNAseq, <i>n</i> = 64 hiPSC RNAseq, <i>n</i> = 30 hiPSC proteomics, <i>n</i> = 3 mouse proteomics, <i>n</i> = 25 mouse RNAseq, <i>n</i> = 8 human RNAseq, <i>n</i> = 3 human proteomics) were increased. Stabilization of HIF1α (C2C12, 6hEtOH 0.24 ± 0.09; <i>p</i> = 0.043; mALD 0.32 ± 0.074; <i>p</i> = 0.005; data shown as mean difference ± standard error mean) was accompanied by enrichment in the early transient and late change clusters, −log(<i>p</i>-value) = 1.5–3.8, of the HIF1α signalling pathway. Redox ratio was reduced in ET myotubes (C2C12: 15512 ± 872.1, <i>p</i> < 0.001) and mALD muscle, with decreased expression of electron transport chain components (CI–V, <i>p</i> < 0.05) and Sirt3 (C2C12: 0.067 ± 0.023, <i>p</i> = 0.025; mALD: 0.41 ± 0.12, <i>p</i> = 0.013). Acetylation of mitochondrial proteins was increased in both models (C2C12: 107364 ± 4558, <i>p</i> = 0.03; mALD: 40036 ± 18 987, <i>p</i> = 0.049). Ethanol-induced SAMP was observed across models (P16: C2C12: 0.2845 ± 0.1145, <i>p</i> < 0.05; hiPSCm: 0.2591, <i>p</i> = 0.041). MitoLbNOX treatment reversed redox imbalance, HIF1α stabilization, global acetylation and myostatin expression (<i>p</i> < 0.05).</p>\\n </section>\\n \\n <section>\\n \\n <h3> Conclusions</h3>\\n \\n <p>An integrated multiomics approach, combined with experimental validation, identifies HIF1α stabilization and accelerated post-mitotic senescence as novel mechanisms of sarcopenia in ALD. 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Integrated Multiomics Analyses of the Molecular Landscape of Sarcopenia in Alcohol-Related Liver Disease
Background
Skeletal muscle is a major target for ethanol-induced perturbations, leading to sarcopenia in alcohol-related liver disease (ALD). The complex interactions and pathways involved in adaptive and maladaptive responses to ethanol in skeletal muscle are not well understood. Unlike hypothesis-driven experiments, an integrated multiomics-experimental validation approach provides a comprehensive view of these interactions.
Methods
We performed multiomics analyses with experimental validation to identify novel regulatory mechanisms of sarcopenia in ALD. Studies were done in a comprehensive array of models including ethanol-treated (ET) murine and human-induced pluripotent stem cell–derived myotubes (hiPSCm), skeletal muscle from a mouse model of ALD (mALD) and human patients with alcohol-related cirrhosis and controls. We generated 13 untargeted datasets, including chromatin accessibility (assay for transposase accessible chromatin), RNA sequencing, proteomics, phosphoproteomics, acetylomics and metabolomics, and conducted integrated multiomics analyses using UpSet plots and feature extraction. Key findings were validated using immunoblots, redox measurements (NAD+/NADH ratio), imaging and senescence-associated molecular phenotype (SAMP) assays. Mechanistic studies included mitochondrial-targeted Lactobacillus brevis NADH oxidase (MitoLbNOX) to increase redox ratio and MitoTempo as a mitochondrial free radical scavenger.
Results
Multiomics analyses revealed enrichment in mitochondrial oxidative function, protein synthesis and senescence pathways consistent with the known effects of hypoxia-inducible factor 1α (HIF1α) during normoxia. Across preclinical and clinical models, HIF1α targets (n = 32 genes) and signalling genes (n > 100 genes) (n = 3 ATACseq, n = 65 phosphoproteomics, n = 10 acetylomics, n = 6 C2C12 proteomics, n = 106 C2C12 RNAseq, n = 64 hiPSC RNAseq, n = 30 hiPSC proteomics, n = 3 mouse proteomics, n = 25 mouse RNAseq, n = 8 human RNAseq, n = 3 human proteomics) were increased. Stabilization of HIF1α (C2C12, 6hEtOH 0.24 ± 0.09; p = 0.043; mALD 0.32 ± 0.074; p = 0.005; data shown as mean difference ± standard error mean) was accompanied by enrichment in the early transient and late change clusters, −log(p-value) = 1.5–3.8, of the HIF1α signalling pathway. Redox ratio was reduced in ET myotubes (C2C12: 15512 ± 872.1, p < 0.001) and mALD muscle, with decreased expression of electron transport chain components (CI–V, p < 0.05) and Sirt3 (C2C12: 0.067 ± 0.023, p = 0.025; mALD: 0.41 ± 0.12, p = 0.013). Acetylation of mitochondrial proteins was increased in both models (C2C12: 107364 ± 4558, p = 0.03; mALD: 40036 ± 18 987, p = 0.049). Ethanol-induced SAMP was observed across models (P16: C2C12: 0.2845 ± 0.1145, p < 0.05; hiPSCm: 0.2591, p = 0.041). MitoLbNOX treatment reversed redox imbalance, HIF1α stabilization, global acetylation and myostatin expression (p < 0.05).
Conclusions
An integrated multiomics approach, combined with experimental validation, identifies HIF1α stabilization and accelerated post-mitotic senescence as novel mechanisms of sarcopenia in ALD. These findings show the complex molecular interactions leading to mitochondrial dysfunction and progressive sarcopenia in ALD.
期刊介绍:
The Journal of Cachexia, Sarcopenia and Muscle is a peer-reviewed international journal dedicated to publishing materials related to cachexia and sarcopenia, as well as body composition and its physiological and pathophysiological changes across the lifespan and in response to various illnesses from all fields of life sciences. The journal aims to provide a reliable resource for professionals interested in related research or involved in the clinical care of affected patients, such as those suffering from AIDS, cancer, chronic heart failure, chronic lung disease, liver cirrhosis, chronic kidney failure, rheumatoid arthritis, or sepsis.