Annals of Translational Medicine · 2021 · 14 citations · 29 references
PharmacyMolecular BiologyToxicologyDevelopmental ToxicologyGene ExpressionMolecular ToxicologyDevelopmental TranscriptomicsNephrotoxicity Of PesticidesNoncoding Rna BiologyNoncoding Rna TranscriptomicsPrenatal ToxicityPrenatal ToxicologyDevelopmental Regulation By Noncoding RnaFetal Kidney DevelopmentGene Co-expression Network AnalysisGene Expression Network AnalysisLong Non-coding Ribonucleic AcidsMessenger Ribonucleic Acid SequencingNoncoding Rna-mediated EffectsRegulation By Noncoding Ribonucleic Acid
BACKGROUND: Chlorpyrifos (CPF) is one of the most widely used organophosphorus pesticides globally and can accumulate in the kidney. Researchers have confirmed the regulatory functions of long non-coding ribonucleic acid (lncRNA) in the kidney. However, very few studies have examined the effects of prenatal CPF exposure or lncRNA on kidney development. METHODS: High-throughput ribonucleic acid (RNA) sequencing was performed on embryonic kidneys obtained at E12.5, E14.5, E16.5, and E18.5 of prenatal CPF-exposed mice and the dimethyl sulfoxide (DMSO) control mice. A weighted gene co-expression network analysis (WGCNA) and a functional enrichment analysis were applied to construct a lncRNA-messenger ribonucleic acid (mRNA) network and screen targeted genes. These strategies were used to select the modules and genes correlated with prenatal CPF exposure in mouse kidney development. RESULTS: A gene ontology (GO) analysis revealed that the hub mRNAs linked to prenatal CPF exposure were mainly involved in the extracellular matrix and collagen degradation. Prss1, Prss2, and Prss3 were the most significantly upregulated mRNAs, and all had strong connections to lncRNAs Gm28760, Gm28139, and Gm26717. Additionally, we analyzed the lncRNA-mRNA network at different developmental kidney stages after prenatal CPF exposure. The results showed that kidney development was blocked at E12.5, which led to ectopic proximal tubule formation at E18.5. CONCLUSIONS: In summary, the RNA-sequencing and weighted gene co-expression network analyses showed that molecular phenotype changes occur in kidney development in a prenatal CPF exposure mouse model.
29
STAR: ultrafast universal RNA-seq aligner
Alexander Dobin, Carrie Davis, Felix Schlesinger et al. · Bioinformatics · 2012 · 56.2K citations · Full text
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text
Differential analysis of gene regulation at transcript resolution with RNA-seq
Cole Trapnell, David G. Hendrickson, Martin Sauvageau et al. · Nature Biotechnology · 2012 · 3.7K citations · Full text