表观遗传学
表观遗传学
精密医学
计算生物学
DNA甲基化
生物
遗传学
疾病
个性化医疗
基因组学
生物信息学
DNA测序
人类遗传学
分子诊断学
基因组
医学
基因
组蛋白
人类基因组
进化生物学
基因检测
多囊肾病
拷贝数变化
候选基因
表型
比较基因组杂交
外显子组测序
作者
Amankeldi A. Salybekov,Aiman Kinzhebay,日高 寿美,S. Kobayashi
标识
DOI:10.3389/freae.2026.1699528
摘要
Autosomal dominant polycystic kidney disease (ADPKD) represents one of the most prevalent hereditary renal disorders, affecting an estimated 12.5 million individuals globally and characterized by progressive cyst formation in both kidneys. While mutations in PKD1 and PKD2 genes account for most cases, recent research has identified rare causative genes as contributing factors in genetically unresolved cases. The review examines the molecular mechanisms of cystogenesis, highlighting how genetic predisposition interacts with epigenetic modifications, including DNA methylation patterns, histone alterations, and non-coding RNAs (miRNAs and piRNAs). Advanced diagnostic approaches, from conventional imaging to AI-assisted cyst segmentation and long-read sequencing technologies, are evaluated for their clinical utility. Long-read sequencing platforms increase diagnostic yield by up to 25% in previously unsolved cases, while AI-enhanced imaging provides superior accuracy in disease progression monitoring. Finally, the paper explores emerging precision medicine strategies, including targeted therapies directed at specific molecular pathways, risk stratification algorithms, and personalized treatment approaches based on individual genetic and epigenetic profiles. This integration of genomic and epigenomic insights provides a foundation for improved prognostic models, early biomarkers, and tailored therapeutic interventions for ADPKD patients.
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