Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, Washington, USA.
Ora Biomedical, Inc., Tukwila, Washington, USA.
Aging Cell. 2024 Nov;23(11):e14292. doi: 10.1111/acel.14292. Epub 2024 Aug 12.
The progress made in aging research using laboratory organisms is undeniable. Yet, with few exceptions, these studies are conducted in a limited number of isogenic strains. The path from laboratory discoveries to treatment in human populations is complicated by the reality of genetic variation in nature. To model the effect of genetic variation on the action of the drug rapamycin, here we use the growth of Drosophila melanogaster larvae. We screened 140 lines from the Drosophila Genetic References Panel for the extent of developmental delay and found wide-ranging variation in their response, from lines whose development time is nearly doubled by rapamycin, to those that appear to be completely resistant. Sensitivity did not associate with any single genetic marker, nor with any gene. However, variation at the level of genetic pathways was associated with rapamycin sensitivity and might provide insight into sensitivity. In contrast to the genetic analysis, metabolomic analysis showed a strong response of the metabolome to rapamycin, but only among the sensitive larvae. In particular, we found that rapamycin altered levels of amino acids in sensitive larvae, and in a direction strikingly similar to the metabolome response to nutrient deprivation. This work demonstrates the need to evaluate interventions across genetic backgrounds and highlights the potential of omic approaches to reveal biomarkers of drug efficacy and to shed light on mechanisms underlying sensitivity to interventions aimed at increasing lifespan.
利用实验室生物进行衰老研究取得的进展是不可否认的。然而,除了少数例外,这些研究都是在有限数量的同基因品系中进行的。从实验室发现到在人类群体中进行治疗的道路,由于自然界中遗传变异的现实而变得复杂。为了模拟遗传变异对雷帕霉素作用的影响,我们在这里使用黑腹果蝇幼虫的生长来进行研究。我们从果蝇遗传参考面板中筛选了 140 条品系,以确定它们在发育延迟方面的程度,并发现它们的反应范围很广,从雷帕霉素使发育时间几乎延长一倍的品系,到那些似乎完全耐药的品系。敏感性与任何单一的遗传标记或任何基因都没有关联。然而,遗传途径水平的变异与雷帕霉素的敏感性相关,这可能为敏感性提供了一些见解。与遗传分析相反,代谢组学分析显示代谢组对雷帕霉素有强烈的反应,但只在敏感的幼虫中。特别是,我们发现雷帕霉素改变了敏感幼虫中氨基酸的水平,其方向与营养剥夺对代谢组的反应惊人地相似。这项工作表明需要在不同的遗传背景下评估干预措施,并强调了组学方法的潜力,可以揭示药物疗效的生物标志物,并阐明旨在延长寿命的干预措施的敏感性的机制。