Novel biomarkers for contrast-induced acute kidney injury identified from RNA sequencing data
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE248078 | GEO | 2023/11/17
REPOSITORIES: GEO
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Project description:Contrast-induced acute kidney injury (CI-AKI) is typically defined by an increase in serum creatinine (SCr) after intravascular administration of contrast medium. Since creatinine is an unreliable indicator for acute changes in kidney function, an early biomarkers for CI-AKI diagnosis is important for initiating therapy.We assessed the hypothesis that circulating microRNAs (miRNAs) could be served as potential biomarkers to early detect CI-AKI.The rat model of acute kidney injury was developed as we previously described. We first detect miRNA profile of plasma and kidney tissue using Agilent microarray platform. 3 miRNA species with > 1.5-fold increase in plasma samples of CI-AKI rats, including miRNA-30a, miRNA-30e and miRNA-188, were selected as candidate miRNAs of potential biomarkers. 24 rats were randomly divided into 2 groups (CI-AKI group and control group), each with 4 subgroups (n=3). Peripheral blood and kidney samples were harvest at 8h after contrast medium/normal saline administration. Total RNA sample from each rat in the same subgroup was combined together as pooled sample for further test. The Agilent microarray platform was adapted to profile the miRNA spectra.
2016-05-14 | E-GEOD-81400 | biostudies-arrayexpress
Project description:Contrast-induced acute kidney injury (CI-AKI) is typically defined by an increase in serum creatinine (SCr) after intravascular administration of contrast medium. Since creatinine is an unreliable indicator for acute changes in kidney function, an early biomarkers for CI-AKI diagnosis is important for initiating therapy.We assessed the hypothesis that circulating microRNAs (miRNAs) could be served as potential biomarkers to early detect CI-AKI.The rat model of acute kidney injury was developed as we previously described. We first detect miRNA profile of plasma and kidney tissue using Agilent microarray platform. 3 miRNA species with > 1.5-fold increase in plasma samples of CI-AKI rats, including miRNA-30a, miRNA-30e and miRNA-188, were selected as candidate miRNAs of potential biomarkers.
2016-05-14 | GSE81400 | GEO
Project description:Purpose:little is known about the roles of lncRNA in the pathogenesis of contrast-induced acute kidney injury (CI-AKI). Here, we compared the expression profiles of lncRNAs and mRNAs in kidney tissue between CI-AKI rats and controls. Methods:Based on a reliable CI-AKI rat model, we sought to investigate the roles of lncRNA in the kidney injury following intra-arterial contrast exposure by RNA sequencing. Results: We identified 88 differentially expressed known and novel lncRNAs at 12 hours following intra-arterial iodinated contrast medium injection. Functional enrichment analysis implied that these lncRNAs were potentially associated with oxidative stress and DNA damage response. Conclusions:These prefound findings provide the first evidence of lncRNA in the development of CI-AKI.
2021-05-18 | GSE134824 | GEO
Project description:The incidence of CI-AKI varies from 5% to 20% among hospitalized patients. However, research on the pathophysiological mechanism and biomarkers of CI-AKI has not been deep so far, especially research with LC-MS/MS methods. MS has brought proteomics research into the modern era and continues to be the best choice for accurate medicine. Thus, we identified the urine proteins of CI-AKI patients with LC-MS/MS methods and compared the differences in urine protein expression between CI-AKI patients and non-CI-AKI patients with bioinformatics analysis. Several DEPs were identified in CI-AKI patients, some of which are related to kidney diseases, including annexin A2 (ANXA2), growth differentiation factor 15 (GDF15) and retinol-binding protein 4 (RBP4). We think that they are likely to be biomarkers of CI-AKI. Among the DEPs, we found that the number and degree of proteins expressed in tubules were more significant than those in glomeruli, which indicated that tubule injury may play a more important role in CI-AKI. Through bioinformatics analysis, we found that the immune response and inflammation were involved in CI-AKI, which indicated that the immune system and inflammatory response may participate in CI-AKI progression. Our study revealed some proteins that are likely to be biomarkers and provided a further understanding of CI-AKI.
2021-02-21 | PXD024271 |
Project description:Percutaneous coronary intervention (PCI) with stent placement is a standard treatment for coronary artery disease (CAD). Despite all medical advances, restenosis remains a challenging clinical problem. However, the molecular and biochemical pathways of restenotic process are not fully understood yet. Furthermore, as restenosis is assumed to be a multigenetic process and genetic predisposition is considered an important risk factor, analysis of the genome-wide gene expression is recommended for better insight of the phenomenon. We used microarray technology to monitor thousands of genes expression simultaneously. The whole genome expression will be analyzed with this technique to identify cluster of up-regulated and down-regulated genes which may be involved in this complex pathological condition. Coronary restenosis after percutaneous coronary intervention remains a challenging problem, despite all medical advances. Molecular and biochemical pathways of restenotic process are not fully understood yet. Furthermore, as restenosis is assumed to be a multigenetic process. We used microarray technology to monitor thousands of genes expression simultaneously in restenosis postive group with reference restenosis negative group, which will unravel potentially modifiable pathways, possible targets and biomarkers for coronary restenosis.
2014-04-30 | E-GEOD-46560 | biostudies-arrayexpress
Project description:Antiplatelet therapy is the most important treatment to reduce the risk of developing recurrent thrombosis, and to prevent progression to a complete occlusion of coronary arterial disease (CAD) patients after percutaneous coronary intervention Aim of study was to investigate the relationship between response to antiplatelet drugs and global mRNA gene expression in peripheral blood cells (PBC) in patients with coronary arterial disease (CAD) All patients were treated crhonically with acetylsalicylic acid (ASA) (100 mg/day) and clopidogrel (75 mg/day). Blood samples were drown before PCI to evaluate platelet reactivity by VerifyNow® ASA and P2Y12 assays and mRNA expression was measured by Affymetrix GeneChip Human Exon 1.0 ST array.
2012-09-15 | E-GEOD-32226 | biostudies-arrayexpress
Project description:Purpose: The pathogenesis of contrast-induced acute kidney injury (CI-AKI) has not yet been clearly understood. miRNAs are important mediators which normally work by post-transcriptional degradation of target mRNAs. Emerging evidence indicated a number of differentially expressed miRNAs in CI-AKI following intravenous contrast medium injection. However, there exist differences in the pathological mechanisms and incidences of CI-AKI between intravenous and intra-arterial contrast administration. We aimed to investigate the critical roles of dysregulated miRNAs and the correlated mRNAs in the kidney injury following intra-arterial contrast exposure. Methods: Based on a reliable CI-AKI rat model, we sought to investigate the roles of miRNA-mRNA interactions in the kidney injury following intra-arterial contrast exposure using the Illumina Genome Analyzer IIx. Results: In the study, 36 differentially expressed mature miRNAs were identified ( fold change > 1.5 and p value < 0.05) in the kidney of CI-AKI rats (n = 3) compared with controls (n = 3), consisting of 23 up-regulated and 13 down-regulated ones. Bioinformatics analysis revealed that Wnt, TGF-β, and AMPK signaling pathways were most likely to be modulated by these dysregulated miRNAs. Around 453 dysregulated genes ( fold change > 2.0 and p value < 0.05) were identified. Integrated analysis revealed 2037 putative miRNA-mRNA pairs with negative correlations. Of which, 6 differential miRNAs and 13 genes were selected for further quantitative real-time polymerase chain reaction validation (n = 6 for each group), and a well correspondence between the 2 techniques was observed. Conclusions: In conclusion, our present study contributes to the first evidence of miRNA-mRNA regulations in the development of kidney injury following an intra-arterial contrast injection route. These novel findings provide insights into the underlying mechanisms of CI-AKI.
2020-04-10 | GSE130796 | GEO
Project description:Purpose:The pathogenesis of contrast-induced acute kidney injury (CI-AKI) has not yet been clearly understood. miRNAs are important mediators which normally work by post-transcriptional degradation of target mRNAs. Emerging evidence indicated a number of differentially expressed miRNAs in CI-AKI following intravenous contrast medium injection. However, there exist differences in the pathological mechanisms and incidences of CI-AKI between intravenous and intra-arterial contrast administration. We aimed to investigate the critical roles of dysregulated miRNAs and the correlated mRNAs in the kidney injury following intra-arterial contrast exposure. Methods:Based on a reliable CI-AKI rat model, we sought to investigate the roles of miRNA-mRNA interactions in the kidney injury following intra-arterial contrast exposure using the Illumina Genome Analyzer IIx. Results:In the study, 36 differentially expressed mature miRNAs were identified ( fold change > 1.5 and p value < 0.05) in the kidney of CI-AKI rats (n = 3) compared with controls (n = 3), consisting of 23 up-regulated and 13 down-regulated ones. Bioinformatics analysis revealed that Wnt, TGF-β, and AMPK signaling pathways were most likely to be modulated by these dysregulated miRNAs. Around 453 dysregulated genes ( fold change > 2.0 and p value < 0.05) were identified. Integrated analysis revealed 2037 putative miRNA-mRNA pairs with negative correlations. Of which, 6 differential miRNAs and 13 genes were selected for further quantitative real-time polymerase chain reaction validation (n = 6 for each group), and a well correspondence between the 2 techniques was observed. Conclusions:In conclusion, our present study contributes to the first evidence of miRNA-mRNA regulations in the development of kidney injury following an intra-arterial contrast injection route. These novel findings provide insights into the underlying mechanisms of CI-AKI.
2020-04-10 | GSE130795 | GEO
Project description:Acute coronary syndrome (ACS) is one of the most serious cardiovascular diseases. Percutaneous coronary intervention (PCI) combined with stent implantation improves outcomes in patients with ACS. However, the treatment of in-stent restenosis in ACS patients remains a major clinical challenge. In this study, RNA library construction and high-throughput sequencing were performed. The DEmRNA-DElncRNA co-expression analysis showed that there were 19 DElncRNA-DEmRNA relationship pairs (including 15 DEmRNA, 3 DElncRNA) in the PCI_NR/PCI_Re and NC/PCI_Re intersection group and 993 DElncRNA-DEmRNA relationship pairs (including 74 DEmRNA, 19 DElncRNA) in the NC/ACS and ACS/PCI_NR intersection group. We selected genes in the top 10 of differential expression and those involved in the co-expression of lncRNA-mRNA for diagnostic analysis. The area under curve (AUC) of PDZK1IP1, PROK2 and LAMP3 were greater than 0.7, which were 0.747, 0.769 and 0.725, respectively. It is indicated that PDZK1IP1, PROK2 and LAMP3 may as the potential diagnostic gene biomarkers in ACS.
2023-07-31 | GSE179645 | GEO
Project description:Percutaneous Collagen Induction (PCI) in rat
| PRJNA106123 | ENA