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The Creation of a Rat Model for Osteosarcopenia via Ovariectomy
Published on: February 21, 2025
Integration of multiple omics reveals key targets and cellular mechanisms for intervention in sarcopenia
Zhu Zhu1, Wenji Wang2, Qi Zhang2
1Department of geriatrics, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China.
Background:
Sarcopenia, an age-related syndrome characterized by progressive loss of muscle mass, strength, and function, presents a significant global health burden with limited therapeutic interventions. This study integrates genomic causality, multi-tissue omics, and cellular mediation analyses to identify and prioritize mechanistically grounded therapeutic targets.
Methods:
A multi-tiered analytical framework was applied, beginning with two-sample Mendelian randomization (MR) to infer causal relationships between 4907 plasma proteins (cis-pQTLs from 35,559 individuals) and sarcopenia traits in Pan-UK Biobank participants. Bayesian colocalization and transcriptomic validation in human sarcopenia muscle biopsies were employed to prioritize targets. Cellular mediation analysis quantified contributions of immune and stromal cell subtypes to protein-trait pathways using transcriptomic deconvolution.
Results:
MR identified 1237 plasma proteins causally associated with sarcopenia traits, with six targets (HGFAC, GATM, HMOX2, F2, LMAN2L, HPGDS) validated through colocalization, transcriptomic expression, and sarcopenia-related dysregulation. Cellular mediation revealed immune mechanisms underlying HGFAC's effects, with CD4+ regulatory T cells mediating 3.49 % of its impact on sarcopenia traits. Prothrombin exhibited muscle-protective effects independent of coagulation.
Conclusion:
This study establishes a causal map linking plasma proteins to sarcopenia through immune-stromal interactions. The integration of MR, multi-omics validation, and cellular mediation prioritizes six proteins as actionable targets, supporting repurposing of thrombin inhibitors and development of immunometabolic therapies. The framework bridges genomic causality with cellular pathophysiology, advancing precision strategies for age-related muscle decline.
Insights
This study identifies six key plasma proteins causally linked to sarcopenia, offering new therapeutic targets. These findings advance precision medicine for age-related muscle decline through integrated omics and cellular analysis.
Area of Science:
- Genetics and Omics
- Aging Research
- Immunology
Background:
- Sarcopenia, characterized by age-related loss of muscle mass and function, poses a significant global health challenge with limited treatment options.
- Current therapeutic strategies for sarcopenia are insufficient, necessitating the identification of novel, mechanistically informed targets.
Purpose of the Study:
- To integrate genomic causality, multi-tissue omics, and cellular mediation analyses to identify and prioritize therapeutic targets for sarcopenia.
- To establish a causal framework linking plasma proteins to sarcopenia pathophysiology.
Main Methods:
- Two-sample Mendelian randomization (MR) was used to investigate causal relationships between 4907 plasma proteins and sarcopenia traits in a large cohort.
- Bayesian colocalization and transcriptomic validation in muscle biopsies were performed to prioritize potential therapeutic targets.
- Cellular mediation analysis quantified the role of immune and stromal cells in protein-trait pathways using transcriptomic deconvolution.
Main Results:
- Mendelian randomization identified 1237 plasma proteins causally associated with sarcopenia traits.
- Six proteins (HGFAC, GATM, HMOX2, F2, LMAN2L, HPGDS) were validated as potential targets through colocalization, expression data, and disease association.
- Cellular mediation highlighted immune mechanisms, with CD4+ regulatory T cells mediating a portion of HGFAC's effect on sarcopenia.
Conclusions:
- This study provides a causal map linking plasma proteins to sarcopenia, emphasizing immune-stromal interactions.
- Six prioritized proteins serve as actionable targets, suggesting repurposing of thrombin inhibitors and development of immunometabolic therapies.
- The integrated framework advances precision strategies for combating age-related muscle decline by connecting genomic insights to cellular mechanisms.
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