ArticleUrolithiasis2025
Decoding coffee's chlorogenic acid: genetic-network pharmacology insights on kidney stones.
Article in Urolithiasis, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
2 citing papers in PubMed.
- Transcriptomic and genetic evidence highlights EHHADH in a FUNDC1-associated mitochondrial network in diabetic nephropathy.Metabolism open · 2026Article
- Chlorogenic acid mitigates calcium oxalate monohydrate crystal-induced epithelial-to-mesenchymal transition in renal epithelial cells via suppression of HSP60 expression and p38 signaling.Cellular & molecular biology letters · 2026Article
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Authors and funding
7 authors.
Funding
Abstract
Chlorogenic acid, a principal bioactive component of coffee, has been proposed to reduce the risk of urinary tract stones, though its underlying mechanisms remain unclear. This study integrated Mendelian randomization and network pharmacology approaches to investigate its potential therapeutic role. A two-step Mendelian randomization analysis was conducted using genome-wide association data from the UK Biobank (coffee intake) and Finngen (upper urinary tract stones), focusing on European populations. Instrumental variables were rigorously selected to ensure valid causal inference. Coffee intake was significantly associated with a reduced risk of urinary tract stones, independent of caffeine levels, and this association remained robust across multiple analytical models. Mediation analysis identified 35 serum proteins potentially involved in this relationship. To explore the molecular mechanisms, two major caffeoylquinic acid isomers in coffee were examined through network pharmacology. ANP32A and its interacting protein APEX1 emerged as key targets, both implicated in oxidative stress and inflammation pathways relevant to stone pathogenesis. These findings suggest that chlorogenic acid may exert protective effects against urinary tract stones by modulating specific proteins and biological pathways, offering insight into potential preventive strategies.
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