Characterizing aging-related genetic and physiological determinants of spinal curvature.

IF 5.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Frances M Wang, J Graham Ruby, Anurag Sethi, Matthew A Veras, Natalie Telis, Eugene Melamud
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Abstract

Background: Increased spinal curvature is one of the most recognizable aging traits in the human population. However, despite high prevalence, the etiology of this condition remains poorly understood.

Methods: To gain better insight into the physiological, biochemical, and genetic risk factors involved, we developed a novel machine learning method to automatically derive thoracic kyphosis and lumbar lordosis angles from dual-energy X-ray absorptiometry (DXA) scans in the UK Biobank Imaging cohort. We carry out genome-wide association and epidemiological association studies to identify genetic and physiological risk factors for both traits.

Results: In 41,212 participants, we find that on average males and females gain 2.42° in kyphotic and 1.48° in lordotic angle per decade of life. Increased spinal curvature shows a strong association with decreased muscle mass and bone mineral density. Adiposity demonstrates opposing associations, with decreased kyphosis and increased lordosis. Using Mendelian randomization, we show that genes fundamental to the maintenance of musculoskeletal function (COL11A1, PTHLH, ETFA, TWIST1) and cellular homeostasis such as RNA transcription and DNA repair (RAD9A, MMS22L, HIF1A, RAB28) are likely involved in increased spinal curvature.

Conclusions: Our findings reveal a complex interplay between genetics, musculoskeletal health, and age-related changes in spinal curvature, suggesting potential drivers of this universal aging trait.

表征与衰老相关的脊柱弯曲的遗传和生理决定因素。
背景:脊柱曲度增加是人类最明显的衰老特征之一。然而,尽管发病率很高,这种情况的病因仍然知之甚少。方法:为了更好地了解相关的生理、生化和遗传风险因素,我们开发了一种新的机器学习方法,从英国生物银行成像队列的双能x线吸收仪(DXA)扫描中自动获得胸后凸和腰椎前凸角度。我们开展了全基因组关联和流行病学关联研究,以确定这两种性状的遗传和生理危险因素。结果:在41212名参与者中,我们发现男性和女性平均每十年的后凸角度增加2.42°,前凸角度增加1.48°。脊柱曲度增加与肌肉量和骨密度减少密切相关。肥胖表现出相反的关联,减少后凸和增加前凸。使用孟德尔随机化,我们发现维持肌肉骨骼功能的基本基因(COL11A1, PTHLH, ETFA, TWIST1)和细胞稳态如RNA转录和DNA修复(RAD9A, MMS22L, HIF1A, RAB28)可能参与脊柱弯曲的增加。结论:我们的研究结果揭示了遗传、肌肉骨骼健康和脊柱弯曲年龄相关变化之间复杂的相互作用,提示了这种普遍衰老特征的潜在驱动因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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