Sanford Burnham Prebys, La Jolla, CA, USA.
Harry Perkins Institute of Medical Research, The University of Western Australia, Perth, Western Australia, Australia.
Nat Aging. 2024 Sep;4(9):1308-1327. doi: 10.1038/s43587-024-00685-1. Epub 2024 Aug 29.
For efficient, cost-effective and personalized healthcare, biomarkers that capture aspects of functional, biological aging, thus predicting disease risk and lifespan more accurately and reliably than chronological age, are essential. We developed an imaging-based chromatin and epigenetic age (ImAge) that captures intrinsic age-related trajectories of the spatial organization of chromatin and epigenetic marks in single nuclei, in mice. We show that such trajectories readily emerge as principal changes in each individual dataset without regression on chronological age, and that ImAge can be computed using several epigenetic marks and DNA labeling. We find that interventions known to affect biological aging induce corresponding effects on ImAge, including increased ImAge upon chemotherapy treatment and decreased ImAge upon caloric restriction and partial reprogramming by transient OSKM expression in liver and skeletal muscle. Further, ImAge readouts from chronologically identical mice inversely correlated with their locomotor activity, suggesting that ImAge may capture elements of biological and functional age. In sum, we developed ImAge, an imaging-based biomarker of aging with single-cell resolution rooted in the analysis of spatial organization of epigenetic marks.
为了实现高效、经济和个性化的医疗保健,我们需要能够捕捉到功能性、生物性衰老方面的生物标志物,以便更准确、可靠地预测疾病风险和寿命,而这些标志物要优于基于时间的年龄。我们开发了一种基于成像的染色质和表观遗传年龄(ImAge),它可以捕捉到单个核内染色质和表观遗传标记的空间组织的内在年龄相关轨迹,在小鼠中。我们表明,这些轨迹很容易作为每个个体数据集的主要变化出现,而不需要对时间年龄进行回归,并且可以使用几种表观遗传标记和 DNA 标记来计算 ImAge。我们发现,已知会影响生物衰老的干预措施会在 ImAge 上引起相应的影响,包括化疗治疗后 ImAge 增加,热量限制和短暂 OSKM 表达在肝脏和骨骼肌中部分重编程后 ImAge 减少。此外,来自时间上相同的小鼠的 ImAge 读数与其运动活性呈反比,这表明 ImAge 可能捕捉到生物和功能年龄的元素。总之,我们开发了一种基于成像的衰老生物标志物 ImAge,该标志物具有单细胞分辨率,其基础是对表观遗传标记空间组织的分析。