转录组
糖尿病性视网膜病变
调解人
下调和上调
生物
计算生物学
基因敲除
生物标志物
视网膜
生物信息学
癌症研究
视网膜病变
小胶质细胞
体外
药理学
细胞生物学
基因表达
表观遗传学
基因表达谱
医学
生物标志物发现
体外毒理学
基因表达调控
视网膜
基因
氧化应激
作者
Mengjie Zhou,Xiaofei Huang,Luhao Wang,Luhao Wang,Y.‐H. Zhou,Zhichao Chen,Lusheng Wang,Lusheng Wang
标识
DOI:10.1016/j.ecoenv.2026.119946
摘要
Diabetic retinopathy (DR), a leading cause of vision loss in diabetes, arises from intricate metabolic and environmental interactions. This study investigates how polychlorinated biphenyls (PCBs) contribute to DR pathogenesis. Network toxicology was employed to identify overlapping gene targets between PCBs and DR. Machine learning analyses subsequently refined these targets to four core genes: TP53, ESR1, EGR1, and HSPA5. Diagnostic modeling validated using human retinal transcriptomes demonstrated TP53's robust diagnostic accuracy, yielding area under the curve (AUC) values of 0.740 for non-proliferative DR (NPDR) and 0.920 for proliferative DR (PDR), with expression levels positively correlated with DR severity and ETDRS scores. Molecular docking confirmed strong binding affinities of toxic PCB congeners to TP53 and ESR1. Single-cell RNA sequencing in a DR mouse model revealed enriched Trp53 expression in microglia, alongside microglial depletion and a pro-inflammatory shift. In vitro PCB138 exposure upregulated TP53 in high-glucose-cultured human microglial cells, promoting M1 polarization and cytokine secretion, effects that were attenuated upon pharmacological inhibition of p53 protein activity. These findings suggest that PCBs exacerbate DR through a TP53-driven pathway that promotes pro-inflammatory microglial activation, disrupting retinal homeostasis. TP53 emerges as a key biomarker and therapeutic target, highlighting the importance of reducing PCB exposure to mitigate DR progression.
科研通智能强力驱动
Strongly Powered by AbleSci AI