Single-nucleus RNA sequencing of the kidney from an early-stage chronic calcineurin inhibitor nephrotoxicity mouse model
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ABSTRACT:
PROVIDER: PRJNA1192215 | ENA |
REPOSITORIES: ENA
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Project description:We performed single-nucleus RNA sequencing (snRNA-seq) to characterize the transcriptomic profiles of kidneys from an early-stage chronic calcineurin inhibitor nephrotoxicity mouse model and its control at single-cell resolution.
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Project description:MicroRNAs have been implicated in the molecular pathogenesis of calcineurin inhibitor nephrotoxicity. However, identification of bona fide physiologically relevent miRNA/mRNA targeting interactions remains a challenge. To define a comprehensive miRNA/mRNA targetome and determine the role of miRNAs in cyclsporine-induced nephrotoxicity, we performed PAR-CLIP (Photoactivatable-Ribonucleoside-Enhanced Crosslinking and Immunoprecipitation) against endogenous Argonaute 2 (AGO2) protein in human proximal tubule cells treated with cyclosporine A (CsA) or vehicle control. Statistically significant mRNA targets of miRNAs in the RNA Inducing Silencing Complex (RISC) complex were identified by PIPE-CLIP, a bioinformatic framework based on a zero-truncated negative binomial model. Further, we determined the total cellular differential expression of miRNAs and mRNAs by conventional deep sequencing methods. Our data indicate that CsA causes specific changes in miRNAs and mRNAs associated with the RISC complex. A relatively small fraction of the miRNAs and mRNAs identified by total cell RNA-seq were also found in the RISC complex suggesting that changes in targeting by miRs are not necessarily reflected in changes observed in total cellular RNA. Pathway enrichment analysis after integrating miRNA-seq, mRNA-seq, and PAR-CLIP datasets identified canonical pathways specifically under regulation by miRNAs following CsA treatment. Our analysis indicates that miRNAs play an integral role in regulating widespread dysregulation of the proximal tubule cell gene program, contributing to alterations in cell-cell adhesion, integrin-cytoskeleton signaling, and calcium signaling. Analysis of high confidence 3'UTR targets revealed a specific role for miR-101-3p in regulating MAPK signaling which may contribute to the pathogenesis of cyclosporine-induced nephrotoxicity in a calcineurin-independent manner.
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Project description:Calcineurin inhibitor nephrotoxicity (CNIT) has been associated with the development of chronic renal allograft dysfunction and decreased graft survival. This study evaluated 37 formalin-fixed paraffin-embedded biopsies from pediatric kidney transplant recipients using gene expression profiling. Oxidative phosphorylation and mitochondrial dysfunction were the top molecular pathways as-sociated with overexpressed genes in CNIT samples. Decreased ATP synthesis was identified as a significant biological function in CNIT, while key toxicology pathways included NRF2-mediated oxidative stress response and increased permeability transition of mitochondria.
2021-05-07 | GSE174020 | GEO
Project description:The use of calcineurin inhibitor (CI) immunosuppressants has significantly improved the early allograft survival rate in organ transplantation. However, CI therapy has been associated with chronic nephrotoxicity, which limits their long-term utility. In order to understand the mechanisms of the toxicity, we analyzed the gene expression changes that underlie the development of CI immunosuppressant-mediated nephrotoxicity, in male Sprague-Dawley (SD) rats dosed daily with cyclosporine (CsA), FK506 or rapamycin (Rapa) for 1 to 28 days. We identified a group of genes, whose expression in rat kidney is quantitatively correlated with CI-induced kidney injury as observed in changes in blood urea nitrogen (BUN) levels and kidney histopathology. These genes include both up-regulated genes, such as Ren1 and Klks3, and down-regulated genes, such as Calb1, Egf, NCC, and kidney specific Wnk1 (KS-Wnk1). Using the down-regulated genes alone we successfully predicted CI immunosuppressant-mediated kidney injury in rats following 7 days of treatment. Among these genes are two mechanism-related genes, NCC and KS-Wnk1, both of which are involved in the sodium transport in the distal nephrons. The down-regulation of both genes at the mRNA and protein level in rat kidney following CI treatment was confirmed by quantitative RT-PCR and immunohistochemical staining, respectively. We hypothesize that decreased expression of NCC may cause reduced sodium chloride reabsorption in the distal tubules, and contribute to the prolonged activation of the Renin-Angiotensin-System (RAS), a demonstrated contributor to the development of CI-induced nephrotoxicity in both animal models and clinical settings. Therefore, NCC and KS-Wnk1 could potentially be used as biomarkers for early detection and prevention of CI-related nephrotoxicity in clinical practice.
2011-11-23 | GSE19366 | GEO
Project description:The use of calcineurin inhibitor (CI) immunosuppressants has significantly improved the early allograft survival rate in organ transplantation. However, CI therapy has been associated with chronic nephrotoxicity, which limits their long-term utility. In order to understand the mechanisms of the toxicity, we analyzed the gene expression changes that underlie the development of CI immunosuppressant-mediated nephrotoxicity, in male Sprague-Dawley (SD) rats dosed daily with cyclosporine (CsA), FK506 or rapamycin (Rapa) for 1 to 28 days. We identified a group of genes, whose expression in rat kidney is quantitatively correlated with CI-induced kidney injury as observed in changes in blood urea nitrogen (BUN) levels and kidney histopathology. These genes include both up-regulated genes, such as Ren1 and Klks3, and down-regulated genes, such as Calb1, Egf, NCC, and kidney specific Wnk1 (KS-Wnk1). Using the down-regulated genes alone we successfully predicted CI immunosuppressant-mediated kidney injury in rats following 7 days of treatment. Among these genes are two mechanism-related genes, NCC and KS-Wnk1, both of which are involved in the sodium transport in the distal nephrons. The down-regulation of both genes at the mRNA and protein level in rat kidney following CI treatment was confirmed by quantitative RT-PCR and immunohistochemical staining, respectively. We hypothesize that decreased expression of NCC may cause reduced sodium chloride reabsorption in the distal tubules, and contribute to the prolonged activation of the Renin-Angiotensin-System (RAS), a demonstrated contributor to the development of CI-induced nephrotoxicity in both animal models and clinical settings. Therefore, NCC and KS-Wnk1 could potentially be used as biomarkers for early detection and prevention of CI-related nephrotoxicity in clinical practice. Male SD rats approximately 5-7 weeks old were maintained on certified rodent chow and dosed i.p. with olive oil, CsA (CAS # 59865-13-3, 2.5 or 25 mg/kg/day), FK506 (CAS # 104987-11-3, 0.6 or 6 mg/kg/day), or Rapa (CAS # 53123-88-9, 1 or 10 mg/kg/day) (LC Laboratories, Woburn, MA) for 1, 7, 14 or 28 consecutive days. Blood was collected at the terminal necropsy (24 hours after 1, 7, 14 or 28 days of treatment) for clinical chemistry analysis. Each kidney was cut in half (one cross section and the other longitudinal). One half of the left kidney and one half of the right kidney were used for histopathological evaluation and the remaining portions of the kidney were processed for gene expression analysis. Total RNA was isolated from rat kidney using QIAGEN RNeasy kits (QIAGEN Inc., Valencia, CA) following manufacture’s instruction. The rat genome array (RAT 230 2.0) GeneChip (Affymetrix, Santa Clara, CA) was used for gene expression profiling.
2011-11-23 | E-GEOD-19366 | biostudies-arrayexpress
Project description:Single-nucleus transcriptional profiling of chronic kidney disease after cisplatin nephrotoxicity
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Project description:Chronic calcineurin inhibitor (CNI) nephrotoxicity is a major drawback in current immunosuppressive regimens. In the chronic setting, arteriolar hyalinosis, decreased glomerular filtration rate, interstitial fibrosis and tubular dedifferentiation are the major adverse side effects. Regimens with cyclosporine A (CsA) and tacrolimus (Tac) have been compared before the background of potentially more harmful effects of CsA. Conversely, CsA is still widely used in transplant recipients and has been considered for replacement of Tac in posttransplant diabetes.To identify regulatory mechanisms in CsA and Tac nephrotoxicity in rat, we used quantitative transcriptomics
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Project description:An integrated transcriptomic approach to identify molecular markers of calcineurin inhibitor nephrotoxicity in pediatric kidney transplant recipients
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Project description:The molecular basis of calcineurin inhibitor toxicity (CNIT) in kidney transplantation (KT) and its contribution to chronic allograft dysfunction (CAD) with interstitial fibrosis (IF) and tubular atrophy (TA) were evaluated. Molecular signatures characterizing CNIT samples were identified. The recognized CNIT gene signature was most common in patients with decreased graft function and histological evidence of IF/TA.
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