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循环代谢物与肌肉减少症相关特征之间的因果关系:一项孟德尔随机化和实验研究

Causal Relationship Between Circulating Metabolites and Sarcopenia-Related Traits: A Mendelian Randomization and Experimental Study.

作者信息

Qi Weihui, Mao Xinning, Mei Zhenglin, Zhu Li, Shao Yinyan, Ge Guofen, Jia Gaoyong, Pan Hao, Wang Dong

机构信息

Department of Orthopaedics Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University Hangzhou China.

Department of Orthopaedics Hangzhou Dingqiao Hospital Hangzhou China.

出版信息

Food Sci Nutr. 2025 Jan 9;13(1):e4624. doi: 10.1002/fsn3.4624. eCollection 2025 Jan.

DOI:10.1002/fsn3.4624
PMID:39803274
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11717068/
Abstract

Sarcopenia (SP), an age-associated condition marked by muscle weakness and loss has been strongly connected with metabolic factors according to substantial evidence. Nevertheless, the causal correlation between SP and serum metabolites, and the biological signaling pathways involved, is still not well understood. We performed a bidirectional two-sample Mendelian randomization (MR) analysis to examine the causal relationships between 1091 levels and 309 ratios of metabolites with SP traits, alongside investigating the relevant biological signaling pathways. Additionally, we explored the differential expression of plasma metabolites and potential biological signaling pathways in an animal model of SP. When SP was utilized as the outcome, we identified 11 robust causal associations between seven metabolite levels/ratios and SP-related traits using Bonferroni's correction (threshold:  < 0.05). We verified the stable causal association of glycine levels and SP in the validation. As for the reverse MR analysis, there were 11 strong causal relationships with 11 plasma metabolite levels/ratios remaining after multiple contrast correction. Additionally, biological signaling pathway analysis showed that glycine metabolism, insulin resistance, and cAMP signaling pathways may contribute to the connection between metabolites and SP. Mendelian validation of various datasets and observations in animal serum metabolomics suggests a strong association between glycine metabolism and SP. Our results indicate that the identified metabolites and biosignaling pathways could serve as important circulatory metabolic biomarkers for the screening and prevention of SP in clinical settings. Additionally, they represent potential molecules for future exploration of mechanisms and selection of drug targets.

摘要

肌肉减少症(SP)是一种与年龄相关的疾病,其特征为肌肉无力和肌肉量减少,大量证据表明它与代谢因素密切相关。然而,SP与血清代谢物之间的因果关系以及所涉及的生物信号通路仍未得到充分理解。我们进行了双向两样本孟德尔随机化(MR)分析,以研究1091种代谢物水平和309种代谢物比值与SP特征之间的因果关系,并探究相关的生物信号通路。此外,我们在SP动物模型中探索了血浆代谢物的差异表达和潜在的生物信号通路。当将SP作为结果时,使用Bonferroni校正(阈值:<0.05),我们在7种代谢物水平/比值与SP相关特征之间确定了11种稳健的因果关联。我们在验证中证实了甘氨酸水平与SP之间稳定的因果关联。对于反向MR分析,经过多次对比校正后,有11种血浆代谢物水平/比值存在11种强因果关系。此外,生物信号通路分析表明,甘氨酸代谢、胰岛素抵抗和cAMP信号通路可能有助于代谢物与SP之间的联系。对各种数据集的孟德尔验证以及动物血清代谢组学中的观察结果表明,甘氨酸代谢与SP之间存在密切关联。我们的结果表明,所确定的代谢物和生物信号通路可作为重要的循环代谢生物标志物,用于临床环境中SP的筛查和预防。此外,它们代表了未来机制探索和药物靶点选择的潜在分子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/e8a1e56c886c/FSN3-13-e4624-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/af3c0f033817/FSN3-13-e4624-g002.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/7903c8e08495/FSN3-13-e4624-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/e8a1e56c886c/FSN3-13-e4624-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/af3c0f033817/FSN3-13-e4624-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/ef4891c27476/FSN3-13-e4624-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/7903c8e08495/FSN3-13-e4624-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/ad176f56d561/FSN3-13-e4624-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b22/11717068/e8a1e56c886c/FSN3-13-e4624-g006.jpg

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本文引用的文献

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Nature. 2024 Apr;628(8006):130-138. doi: 10.1038/s41586-024-07148-y. Epub 2024 Mar 6.
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Metabolic clues to aging: exploring the role of circulating metabolites in frailty, sarcopenia and vascular aging related traits and diseases.衰老的代谢线索:探索循环代谢物在衰弱、肌肉减少症以及与血管衰老相关的性状和疾病中的作用。
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Metabolome-Wide Mendelian Randomization Assessing the Causal Relationship Between Blood Metabolites and Sarcopenia-Related Traits.
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J Gerontol A Biol Sci Med Sci. 2024 Apr 1;79(4). doi: 10.1093/gerona/glae051.
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