Division of Nephrology, Endocrinology and Metabolism, Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-Ku, Tokyo, 160-8582, Japan.
Biostatistics Unit, Clinical and Translational Research Center, Keio University School of Medicine, Tokyo, Japan.
Sci Rep. 2024 May 21;14(1):11530. doi: 10.1038/s41598-024-62405-4.
Recent reports have shown the feasibility of measuring biological age from DNA methylation levels in blood cells from specific regions identified by machine learning, collectively known as the epigenetic clock or DNA methylation clock. While extensive research has explored the association of the DNA methylation clock with cardiovascular diseases, cancer, and Alzheimer's disease, its relationship with kidney diseases remains largely unexplored. In particular, it is unclear whether the DNA methylation clock could serve as a predictor of worsening kidney function. In this pilot study involving 20 subjects, we investigated the association between the DNA methylation clock and subsequent deterioration of renal function. Additionally, we noninvasively evaluated DNA damage in urinary shedding cells using a previously reported method to examine the correlation with the DNA methylation clock and worsening kidney function. Our findings revealed that patients with an accelerated DNA methylation clock exhibited increased DNA damage in urinary shedding cells, along with a higher rate of eGFR decline. Moreover, in cases of advanced CKD (G4-5), the DNA damage in urinary shedding cells was significantly increased, highlighting the interplay between elevated DNA damage and eGFR decline. This study suggests the potential role of the DNA methylation clock and urinary DNA damage as predictive markers for the progression of chronic kidney disease.
最近的报告表明,通过机器学习识别的特定区域的血细胞中的 DNA 甲基化水平来衡量生物年龄是可行的,这些区域被统称为表观遗传钟或 DNA 甲基化钟。虽然广泛的研究已经探讨了 DNA 甲基化钟与心血管疾病、癌症和阿尔茨海默病的关联,但它与肾脏疾病的关系在很大程度上仍未得到探索。特别是,目前尚不清楚 DNA 甲基化钟是否可以作为肾功能恶化的预测因子。在这项涉及 20 名受试者的初步研究中,我们调查了 DNA 甲基化钟与随后肾功能恶化之间的关联。此外,我们使用先前报道的方法非侵入性地评估了尿液脱落细胞中的 DNA 损伤,以检查其与 DNA 甲基化钟和肾功能恶化的相关性。我们的研究结果表明,具有加速 DNA 甲基化钟的患者尿液脱落细胞中的 DNA 损伤增加,并且 eGFR 下降率更高。此外,在晚期 CKD(G4-5)中,尿液脱落细胞中的 DNA 损伤显著增加,突出了升高的 DNA 损伤和 eGFR 下降之间的相互作用。这项研究表明,DNA 甲基化钟和尿液 DNA 损伤作为慢性肾脏病进展的预测标志物具有潜在作用。