Salem Werdyani, Dawn Aitken, Zhiwei Gao, Ming Liu, Edward W Randell, Proton Rahman, Graeme Jones, Guangju Zhai
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Fasting serum samples were collected at 2.6-year follow-up point, and metabolomic profiling was performed using the TMIC Prime Metabolomics Profiling Assay. Generalized linear mixed effects model was used to identify metabolites that were associated with the reduction in muscle strength over 10 years after controlling for age, sex, and BMI. Significance level was defined at α=0.0004 after correction of multiple testing of 129 metabolites with Bonferroni method. Further, a genome-wide association study (GWAS) analysis was performed to explore if genetic factors account for the association between the identified metabolomic markers and the longitudinal reduction of muscle strength over 10 years.</p><p><strong>Results: </strong>A total of 409 older adults (50% of them females) were included. The mean age was 60.93±6.50 years, and mean BMI was 27.12±4.18 kg/m<sup>2</sup> at baseline. 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引用次数: 4
摘要
背景:骨骼肌是神经肌肉骨骼系统的重要组成部分,在滑膜关节的结构和功能中起着不可或缺的作用,滑膜关节经常受到骨关节炎(OA)的影响。本研究的目的是在建立良好的社区塔斯马尼亚老年人队列(TASOAC)中确定10年以上肌肉力量纵向减少的基线代谢组学特征。方法:研究对象为来自TASOAC的50-79岁的个体。在基线、2.6年、5年和10年随访时测量握力、膝关节伸展和腿部力量。在随访2.6年时收集空腹血清样本,使用TMIC Prime Metabolomics profiling Assay进行代谢组学分析。在控制年龄、性别和BMI后,使用广义线性混合效应模型来识别与肌肉力量减少相关的代谢物。用Bonferroni法对129种代谢物的多重检测进行校正后,定义显著性水平为α=0.0004。此外,进行了一项全基因组关联研究(GWAS)分析,以探索遗传因素是否解释了所鉴定的代谢组学标记与10年内肌肉力量的纵向减少之间的关联。结果:共纳入409名老年人,其中50%为女性。平均年龄为60.93±6.50岁,基线时平均BMI为27.12±4.18 kg/m2。握力、膝关节伸展和腿部力量的肌肉力量每年分别下降0.09 psi、0.02 kg和2.57 kg。在测量的143种代谢物中,有129种通过了质量检查并纳入分析。我们发现,在10年内,不对称二甲基精氨酸(ADMA)血液水平升高与手部握力(p=0.0003)和膝关节伸展强度(p=0.008)的降低有关。GWAS分析发现,与wisp1基因相邻的SNP rs1125718与ADMA水平相关(p=4.39*10-8)。此外,我们发现血清尿酸浓度升高与10年内腿部力量下降显著相关(p=0.0001)。结论:我们的研究结果表明,基线时血清ADMA和尿酸升高与年龄依赖性肌肉力量降低有关。它们可能是防止肌肉力量随时间流失的新目标。
Metabolomic signatures for the longitudinal reduction of muscle strength over 10 years.
Background: Skeletal muscles are essential components of the neuromuscular skeletal system that have an integral role in the structure and function of the synovial joints which are often affected by osteoarthritis (OA). The aim of this study was to identify the baseline metabolomic signatures for the longitudinal reduction of muscle strength over 10 years in the well-established community-based Tasmanian Older Adult Cohort (TASOAC).
Methods: Study participants were 50-79 year old individuals from the TASOAC. Hand grip, knee extension, and leg strength were measured at baseline, 2.6-, 5-, and 10-year follow-up points. Fasting serum samples were collected at 2.6-year follow-up point, and metabolomic profiling was performed using the TMIC Prime Metabolomics Profiling Assay. Generalized linear mixed effects model was used to identify metabolites that were associated with the reduction in muscle strength over 10 years after controlling for age, sex, and BMI. Significance level was defined at α=0.0004 after correction of multiple testing of 129 metabolites with Bonferroni method. Further, a genome-wide association study (GWAS) analysis was performed to explore if genetic factors account for the association between the identified metabolomic markers and the longitudinal reduction of muscle strength over 10 years.
Results: A total of 409 older adults (50% of them females) were included. The mean age was 60.93±6.50 years, and mean BMI was 27.12±4.18 kg/m2 at baseline. Muscle strength declined by 0.09 psi, 0.02 kg, and 2.57 kg per year for hand grip, knee extension, and leg strength, respectively. Among the 143 metabolites measured, 129 passed the quality checks and were included in the analysis. We found that the elevated blood level of asymmetric dimethylarginine (ADMA) was associated with the reduction in hand grip (p=0.0003) and knee extension strength (p=0.008) over 10 years. GWAS analysis found that a SNP rs1125718 adjacent to WISP1gene was associated with ADMA levels (p=4.39*10-8). Further, we found that the increased serum concentration of uric acid was significantly associated with the decline in leg strength over 10 years (p=0.0001).
Conclusion: Our results demonstrated that elevated serum ADMA and uric acid at baseline were associated with age-dependent muscle strength reduction. They might be novel targets to prevent muscle strength loss over time.
期刊介绍:
The only open access journal in its field, Skeletal Muscle publishes novel, cutting-edge research and technological advancements that investigate the molecular mechanisms underlying the biology of skeletal muscle. Reflecting the breadth of research in this area, the journal welcomes manuscripts about the development, metabolism, the regulation of mass and function, aging, degeneration, dystrophy and regeneration of skeletal muscle, with an emphasis on understanding adult skeletal muscle, its maintenance, and its interactions with non-muscle cell types and regulatory modulators.
Main areas of interest include:
-differentiation of skeletal muscle-
atrophy and hypertrophy of skeletal muscle-
aging of skeletal muscle-
regeneration and degeneration of skeletal muscle-
biology of satellite and satellite-like cells-
dystrophic degeneration of skeletal muscle-
energy and glucose homeostasis in skeletal muscle-
non-dystrophic genetic diseases of skeletal muscle, such as Spinal Muscular Atrophy and myopathies-
maintenance of neuromuscular junctions-
roles of ryanodine receptors and calcium signaling in skeletal muscle-
roles of nuclear receptors in skeletal muscle-
roles of GPCRs and GPCR signaling in skeletal muscle-
other relevant aspects of skeletal muscle biology.
In addition, articles on translational clinical studies that address molecular and cellular mechanisms of skeletal muscle will be published. Case reports are also encouraged for submission.
Skeletal Muscle reflects the breadth of research on skeletal muscle and bridges gaps between diverse areas of science for example cardiac cell biology and neurobiology, which share common features with respect to cell differentiation, excitatory membranes, cell-cell communication, and maintenance. Suitable articles are model and mechanism-driven, and apply statistical principles where appropriate; purely descriptive studies are of lesser interest.