Department of Medical Science Research Center, College of Medicine, Korea University, Seoul, South Korea.
Department of Biomedical Research Institute, Gyeongsang National University Hospital, Jinju, South Korea.
BMC Genom Data. 2023 Aug 31;24(1):48. doi: 10.1186/s12863-023-01152-3.
Sarcopenia is a disease diagnosed in the elderly. In patients with sarcopenia, the muscle mass decreases every year. The occurrence of sarcopenia is greatly affected by extrinsic factors such as eating habits, exercise, and lifestyle. The present study aimed to determine the relationship between muscle mass traits and genes affected by epigenetic factors with three different adjustment methods using Korean Genome and Epidemiology Study (KOGES) data.
We conducted a demographic study and DNA methylation profiling by three studies according to the muscle mass index (MMI) adjustment methods: appendicular skeletal muscle mass divided by body weight (MMI1); appendicular skeletal muscle mass divided by square of height (MMI2); appendicular skeletal muscle mass divided by BMI (MMI3). We analyzed differentially methylated regions (DMRs) for each group. We then restricted our subjects to be top 30% (T30) and bottom 30% (B30) based on each MMI adjustment method. Additionally, we performed enrichment analysis using PathfindR to evaluate the relationship between identified DMRs and sarcopenia. A total of 895 subjects were included in the demographic study. The values of BMI, waist, and hip showed a significant difference in all three groups. Among 446 participants, 44 subjects whose DNA methylation profiles were investigated were included for DNA methylation analysis. The results of enrichment analysis showed differences between groups. In the women group through MMI1 method, only the glutamatergic synapse pathway showed a significant result. In the men group through MMI2 method, the adherens junction pathway was the most significant. Women group through MMI2 method showed similar results, having an enriched Rap1 signaling pathway. In men group through MMI3 method, the Fc epsilon RI signaling pathway was the most enriched. Particularly, the notch signaling pathway was significantly enriched in women group through MMI3 method.
This study presents results about which factor should be concerned first in muscle mass index (MMI) adjustment. The present study suggested that GAB2 and JPH3 in MMI1 method, HLA-DQB1 and TBCD in MMI2 method, GAB2, NDUFB4 and ISPD in MMI3 method are potential genes that can have an impact on muscle mass. It could enable future epigenetic studies of genes based on annotation results. The present study is a nationwide study in Korea with the largest size up to date that compares adjustment indices for MMI in epigenetic research.
肌少症是一种在老年人中诊断出的疾病。在患有肌少症的患者中,肌肉量每年都会减少。肌少症的发生受到饮食习惯、运动和生活方式等外在因素的极大影响。本研究旨在使用韩国基因组和流行病学研究 (KOGES) 数据,通过三种不同的调整方法,确定肌肉质量特征与受表观遗传因素影响的基因之间的关系。
我们进行了一项人口统计学研究,并根据肌肉质量指数 (MMI) 的三种调整方法进行了 DNA 甲基化分析:体重的四肢骨骼肌质量(MMI1);身高平方的四肢骨骼肌质量(MMI2);BMI 的四肢骨骼肌质量(MMI3)。我们分析了每组的差异甲基化区域(DMR)。然后,我们根据每个 MMI 调整方法将研究对象限制为前 30%(T30)和后 30%(B30)。此外,我们使用 PathfindR 进行了富集分析,以评估鉴定出的 DMR 与肌少症之间的关系。共有 895 名受试者纳入人口统计学研究。在所有三组中,BMI、腰围和臀围的值均存在显著差异。在 446 名参与者中,有 44 名进行了 DNA 甲基化分析的参与者被纳入 DNA 甲基化分析。富集分析的结果显示了组间的差异。通过 MMI1 方法在女性组中,只有谷氨酸能突触途径显示出显著的结果。在 MMI2 方法的男性组中,粘着连接途径是最显著的。女性组通过 MMI2 方法显示出相似的结果,富含 Rap1 信号通路。在 MMI3 方法的男性组中,FcεRI 信号通路最为丰富。特别是,MMI3 方法中的 Notch 信号通路在女性组中显著富集。
本研究提出了在肌肉质量指数 (MMI) 调整中应首先关注哪些因素的结果。本研究表明,MMI1 方法中的 GAB2 和 JPH3、MMI2 方法中的 HLA-DQB1 和 TBCD、MMI3 方法中的 GAB2、NDUFB4 和 ISPD 是可能对肌肉质量产生影响的潜在基因。这可以为基于注释结果的未来基因表观遗传研究提供依据。本研究是迄今为止在韩国进行的一项全国性研究,规模最大,比较了肌少症的 MMI 调整指数在表观遗传研究中的应用。