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Updated: Jun 18, 2026

A High-throughput Assay for the Prediction of Chemical Toxicity by Automated Phenotypic Profiling of Caenorhabditis elegans
Published on: March 14, 2019
Comprehensive analysis of mode of action for cadmium-induced renal tubular dysfunction: a case study integrating
Fei-Fei Xu1, Zi-Yin Li1, Yue-Fei Lai1
1Food Safety and Health Research Center, NMPA Key Laboratory for Safety Evaluation of Cosmetics, Guangdong Provincial Key Laboratory of Tropical Disease Research, Guangdong-Hongkong-Macao Joint Laboratory for Contaminants Exposure and Health, School of Public Health, Southern Medical University, Guangzhou 510515, PR China.
Abstract:
Environmental cadmium (Cd) is a toxic heavy metal known to induce renal tubular dysfunction. Although a provisional tolerable monthly intake (PTMI) of 25 μg/kg body weight has been established as a health-based guidance value for Cd exposure, renal damage may still occur at lower exposure levels. This study employed a mode of action (MOA)-based framework to explore more sensitive and reliable toxicological endpoints for Cd-induced renal tubular dysfunction. Differentially expressed genes (DEGs) related to Cd-induced renal injury were identified by integrating data from the GEO and CTD databases. Enrichment analyses were performed using the 'ClusterProfiler' R package, and protein-protein interaction (PPI) networks were constructed using STRING and Matascape. Two MOA frameworks (MOA-Kidney-1 and MOA-Kidney-2) were proposed, encompassing key events (KEs) such as elevated ROS levels, activation of the p53 signaling pathway, cell cycle arrest, apoptosis, activation of the OPN/PI3K signaling pathway, activation of the NF-κB/NLRP3 signaling pathway, and cellular inflammation/pyroptosis. High-throughput RNA sequencing and human renal tubular epithelial cell-based assays validated the essentiality and dose-/time-response consistency of these KEs. Among them, the OPN/PI3K signaling pathway was identified as the earliest toxicological perturbation, with urinary OPN levels showing a significant positive correlation with renal injury biomarkers in Cd-exposed populations (p < 0.05). This pathway also demonstrated the lowest point of departure (PoD) concentration of 0.20 μg/g. In summary, our research provides scientific data to support the refinement of health risk assessments for Cd and offers a reference paradigm for MOA-based risk assessment frameworks.
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