深度学习揭示海拔对衰老的不同影响

IF 5.3 2区 医学 Q1 GERIATRICS & GERONTOLOGY GeroScience Pub Date : 2025-01-15 DOI:10.1007/s11357-024-01502-8
Amanuel Abraha Teklu, Indra Heckenbach, Michael Angelo Petr, Daniela Bakula, Guido Keijzers, Morten Scheibye-Knudsen
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引用次数: 0

摘要

衰老受到多种因素复杂的相互作用的影响,包括个人的遗传、环境和生活方式。值得注意的是,高海拔可能通过缺氧和紫外线辐射等暴露影响衰老和与年龄有关的疾病。为了调查这一点,我们从全球健康数据交换(GHDx)和埃塞俄比亚国家健康数据管理中心挖掘了埃塞俄比亚每个次国家区域的风险暴露数据(总暴露值)、疾病负担数据(残疾调整生命年(DALYs))、死亡率和预期寿命,埃塞俄比亚是一个生活海拔差异很大的国家。我们对来自埃塞俄比亚北部提格雷地区的227名高地居民和202名低地居民进行了横断面临床试验,以获得高海拔地区生物衰老的一般见解。值得注意的是,我们观察到埃塞俄比亚高海拔地区的风险暴露率显著降低,疾病负担减轻,预期寿命延长,死亡率较低。当使用面部照片评估生物老化时,我们发现随着海拔的增加,衰老的速度更快,可能是由于更多的紫外线照射。相反,用五种不同的衰老预测因子对外周血单核细胞(PBMCs)的血液涂片进行核形态学分析显示,DNA损伤诱导的单核细胞和淋巴细胞衰老均随着升高而显著降低。总的来说,我们的研究结果表明,疾病和DNA损伤引起的衰老随着海拔的升高而减少,这与氧化应激可能导致衰老的观点一致。
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Deep learning reveals diverging effects of altitude on aging

Aging is influenced by a complex interplay of multifarious factors, including an individual’s genetics, environment, and lifestyle. Notably, high altitude may impact aging and age-related diseases through exposures such as hypoxia and ultraviolet (UV) radiation. To investigate this, we mined risk exposure data (summary exposure value), disease burden data (disability-adjusted life years (DALYs)), and death rates and life expectancy from the Global Health Data Exchange (GHDx) and National Data Management Center for Health of Ethiopia for each subnational region of Ethiopia, a country with considerable differences in the living altitude. We conducted a cross-sectional clinical trial involving 227 highland and 202 lowland dwellers from the Tigray region in Northern Ethiopia to gain a general insight into the biological aging at high altitudes. Notably, we observed significantly lower risk exposure rates and a reduced disease burden as well as increased life expectancy by lower mortality rates in higher-altitude regions of Ethiopia. When assessing biological aging using facial photographs, we found a faster rate of aging with increasing elevation, likely due to greater UV exposure. Conversely, analysis of nuclear morphologies of peripheral blood mononuclear cells (PBMCs) in blood smears with five different senescence predictors revealed a significant decrease in DNA damage-induced senescence in both monocytes and lymphocytes with increasing elevation. Overall, our findings suggest that disease and DNA damage-induced senescence decreases with altitude in agreement with the idea that oxidative stress may drive aging.

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来源期刊
GeroScience
GeroScience Medicine-Complementary and Alternative Medicine
CiteScore
10.50
自引率
5.40%
发文量
182
期刊介绍: GeroScience is a bi-monthly, international, peer-reviewed journal that publishes articles related to research in the biology of aging and research on biomedical applications that impact aging. The scope of articles to be considered include evolutionary biology, biophysics, genetics, genomics, proteomics, molecular biology, cell biology, biochemistry, endocrinology, immunology, physiology, pharmacology, neuroscience, and psychology.
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