An integrated transcriptomic approach to identify molecular markers of calcineurin inhibitor nephrotoxicity in pediatric kidney transplant recipients
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE174020 | GEO | 2021/05/07
REPOSITORIES: GEO
Similar Datasets
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.
2017-10-28 | GSE98670 | 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:An integrated transcriptomic approach to identify molecular markers of calcineurin inhibitor nephrotoxicity in pediatric kidney transplant recipients
| PRJNA728193 | ENA
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: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.
2014-06-01 | GSE53605 | GEO
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. To test CNIT contribution to CAD progression, kidney biopsies from transplant recipients with histological diagnosis of CNIT (n=14), acute rejection (ACR, n=13), and CAD with IF/TA (n=10), including 18 Normal allografts, were analyzed using gene expression microarrays.
2014-06-01 | E-GEOD-53605 | biostudies-arrayexpress
Project description: Not available
| S-EPMC8196602 | biostudies-literature
Project description:Cephaloridine (CER) is a classical beta-lactam antibiotic that has long served as a model drug for the study of cephalosporin antibiotic-induced acute tubular necrosis. In the present study, we analyzed gene expression profiles in the kidney of rats given subtoxic and toxic doses of CER in order to identify gene expression alterations closely associated with CER-induced nephrotoxicity. Male Fisher 344 rats were intravenously injected with three different doses (150, 300, and 600 mg/kg) of CER, and sacrificed after 24 h. Only the high dose (600 mg/kg) caused mild proximal tubular necrosis and a slight renal dysfunction. Microarray analysis identified hundreds of genes differentially expressed in the renal cortex following the exposure to CER, which could be classified into two main groups that were deregulated in dose-dependent and high dose-specific manners. The genes upregulated dose-dependently mainly included those involved in detoxification and antioxidant defense, which was considered to be associated with CER-induced oxidative stress. In contrast, the genes showing high dose-specific (lesion-specific) induction included a number of genes related to cell proliferation, which appeared to reflect a compensatory response to CER injury. We also found a subset of G2/M phase genes that exhibited hormesis-like (U-Shape) biphasic dose response; namely, downregulation only at the low and/or middle (subtoxic) doses. Furthermore, we could predict potential transcription regulators responsible for the observed gene expression alterations, such as Nrf2 and E2F family. Among the candidate gene biomarkers, kidney injury molecule 1 was markedly upregulated at the mildly toxic dose, suggesting that this gene can be used as an early and sensitive indicator for cephalosporin nephrotoxicity. In conclusion, our transcriptomic data revealed several characteristic expression patterns of genes associated with specific cellular processes, including oxidative stress response and proliferative response, upon exposure to CER, which may enhance our understandings of molecular mechanisms behind cephalosporin antibiotic-induced nephrotoxicity. Keywords: compound treatment, dose response In the present study, we acquired gene expression profiles in the kidney of rats given subtoxic and toxic doses of cephaloridine (CER) using whole-genome oligonucleotide microarrays. Male rats were injected with vehicle alone and three different doses (150, 300, and 600 mg/kg) of CER, and sacrificed after 24 h. Each dose group contained 3 animals.
2010-05-26 | E-GEOD-10034 | biostudies-arrayexpress
Project description:Cephaloridine (CER) is a classical beta-lactam antibiotic that has long served as a model drug for the study of cephalosporin antibiotic-induced acute tubular necrosis. In the present study, we analyzed gene expression profiles in the kidney of rats given subtoxic and toxic doses of CER in order to identify gene expression alterations closely associated with CER-induced nephrotoxicity. Male Fisher 344 rats were intravenously injected with three different doses (150, 300, and 600 mg/kg) of CER, and sacrificed after 24 h. Only the high dose (600 mg/kg) caused mild proximal tubular necrosis and a slight renal dysfunction. Microarray analysis identified hundreds of genes differentially expressed in the renal cortex following the exposure to CER, which could be classified into two main groups that were deregulated in dose-dependent and high dose-specific manners. The genes upregulated dose-dependently mainly included those involved in detoxification and antioxidant defense, which was considered to be associated with CER-induced oxidative stress. In contrast, the genes showing high dose-specific (lesion-specific) induction included a number of genes related to cell proliferation, which appeared to reflect a compensatory response to CER injury. We also found a subset of G2/M phase genes that exhibited hormesis-like (U-Shape) biphasic dose response; namely, downregulation only at the low and/or middle (subtoxic) doses. Furthermore, we could predict potential transcription regulators responsible for the observed gene expression alterations, such as Nrf2 and E2F family. Among the candidate gene biomarkers, kidney injury molecule 1 was markedly upregulated at the mildly toxic dose, suggesting that this gene can be used as an early and sensitive indicator for cephalosporin nephrotoxicity. In conclusion, our transcriptomic data revealed several characteristic expression patterns of genes associated with specific cellular processes, including oxidative stress response and proliferative response, upon exposure to CER, which may enhance our understandings of molecular mechanisms behind cephalosporin antibiotic-induced nephrotoxicity. Keywords: compound treatment, dose response
2008-06-23 | GSE10034 | GEO
Project description:Calcineurin plays an important role in the control of cell morphology and virulence in fungi. Calcineurin is a serine/threonine-specific protein phosphatase heterodimer consisting of a catalytic subunit A and a regulatory Ca2+/Calmodulin binding subunit. A mutant of A. fumigatus lacking the calcineurin A (calA) catalytic subunit exhibited defective hyphal morphology related to apical extension and branching growth, which resulted in drastically decreased filamentation. Here, we investigated which pathways are influenced by A. fumigatus calcineurin during proliferation by comparatively determining the transcriptional profile of A. fumigatus wild type and delta calA mutant strains. Our results showed that although the mitochondrial function is reduced in the delta calA mutant strain, its respiratory chain is functional and the mutant has increased alternative oxidase (aoxA) mRNA accumulation and activity. Furthermore, we identified several genes that encode transcription factors that have increased mRNA expression in the delta calA mutant and that could be involved in the Cal-CrzA pathway. Deletion mutants for these transcription factors had also reduced susceptibility to itraconazole, caspofungin, and sodium dodcyl sulfate.
2008-12-23 | GSE13939 | GEO