Evidence map›Paper›PMID 41949597›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Network toxicology and single-cell transcriptomics nominate candidate pyrethroid-associated targets and pathways in clear cell renal cell carcinoma.

Fu Wen, Dan Wei, Wencai Wang, Zhonghua Sun, Zhipeng Xu, Jianning Wang

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Article in Naunyn-Schmiedeberg's archives of pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Fu Wen *School of Clinical Medicine, Shandong Second Medical University, Weifang, 261053, China.
Dan Wei *Shandong First Medical University & Shandong Academy of Medical Sciences, The First Affiliated Hospital of Shandong First Medical University, Jinan, 250014, China.
Wencai Wang *The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, China.
Zhonghua SunMedical School of Nanjing University, Nanjing, 210093, China.
Zhipeng XuShandong First Medical University & Shandong Academy of Medical Sciences, The First Affiliated Hospital of Shandong First Medical University, Jinan, 250014, China. scofield_xzp@163.com.
Jianning WangSchool of Clinical Medicine, Shandong Second Medical University, Weifang, 261053, China. docjianningwang@163.com.

Funding

the Bethune Foundation Thyroid Program for Young and Middle-aged Researchers No. Z04J2024E153the Joint Innovation Team for Clinical and Basic Research No. 202407the National Natural Science Foundation of China No. 82373043the Natural Science Foundation of Shandong Province No. ZR2024MH190the Taishan Scholars Program of Shandong Province tsqnz202408368
6 · The paper itself

Abstract

Pyrethroid insecticides are widely used in agricultural and domestic settings. Increasing evidence suggests that pyrethroid exposure may harm multiple organ systems and is associated with potential carcinogenicity. However, the mechanisms linking pyrethroids to clear cell renal cell carcinoma (ccRCC) remain unclear. Using an integrative framework combining network toxicology, single-cell sequencing-based analyses, and molecular docking, we investigated putative core targets and associated signaling pathways through which six prevalent pyrethroid active ingredients in household insecticides may be involved in ccRCC development. We retrieved 710 putative targets of pyrethroid insecticides from three in silico databases (SwissTargetPrediction, SEA, and TargetNet). In parallel, 2633 ccRCC-associated genes were collected from GeneCards and OMIM. Differential expression analysis of the GSE36895 dataset was then used for cross-validation, yielding 50 overlapping genes between pyrethroid-related targets and ccRCC. Functional enrichment suggested that these genes were primarily involved in pathways including chemokine signaling, IgSF cell adhesion molecule signaling, and the p53 signaling pathway. Utilizing three machine-learning algorithms, PNP and TYMS were prioritized as the most informative hub genes. Immune infiltration analyses further evaluated associations between these genes and immune cell populations, while single-cell transcriptomic analyses characterized their expression patterns and cellular distribution across ccRCC subtypes. Finally, molecular binding and in vitro experiments demonstrated that pyrethroid compounds enhance the expression of PNP and TYMS, thereby promoting the development of ccRCC. Overall, our research suggests that PNP and TYMS are candidate targets of pyrethroid insecticides involved in ccRCC, providing a mechanistic foundation for future targeted therapies.

Indexed as

Carcinoma, Renal CellInsecticidesKidney NeoplasmsPyrethrinsTranscriptomeGene Expression Regulation, NeoplasticHumansMolecular Docking SimulationSignal TransductionSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisInsecticidesPyrethrinsClear cell renal cell carcinomaNetwork toxicologyPNPPyrethroid insecticidesSingle-cell transcriptomicsTYMS

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.