Peripheral blood transcriptomic profiles of rejection and polyomavirus-associated nephropathy after kidney transplantation
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ABSTRACT:
PROVIDER: PRJNA733336 | ENA |
REPOSITORIES: ENA
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Project description:Kidney transplant injury processes are associated with molecular changes in renal tissue, primarily related to immune cell activation and infiltration. How these processes are reflected by molecular alterations in circulating immune cells is poorly understood. We performed RNA-sequencing on 384 biobanked blood samples from four transplant centers, taken at time of a kidney allograft biopsy, selected for their phenotype (acute T cell- and antibody-mediated rejection, polyomavirus-associated nephropathy, and control). We performed differential expression analysis and pathway analysis per phenotype. In peripheral blood, differentially expressed genes in rejection vs. no rejection samples demonstrated upregulation of glucocorticoid receptor and NOD-like receptor signaling pathways. Pathways enriched in antibody-mediated rejection were strongly immune-specific, whereas pathways enriched in T cell-mediated rejection were less immune related. Differentially expressed genes in polyoma viremia and polyomavirus-associated nephropathy were similar and demonstrated upregulation of mitochondrial dysfunction and interferon signaling pathways. Our results highlight the immune activation pathways in peripheral blood leukocytes at time of antibody-mediated rejection and polyomavirus nephropathy and provide a framework for future therapeutic interventions.
2022-05-06 | GSE175718 | GEO
Project description: Not available
| S-EPMC7998398 | biostudies-literature
Project description:In the present work, we have used whole genome expression profiling of peripheral blood samples from 51 patients with biopsy-proven acute kidney transplant rejection and 24 patients with excellent function and biopsy-proven normal transplant histology. The results demonstrate that there are 1738 probesets on the Affymetrix HG-U133 Plus 2.0 GeneChip representing 1472 unique genes which are differentially expressed in the peripheral blood during an acute kidney transplant rejection. By ranking these results we have identified minimal sets of 50 to 150 probesets with predictive classification accuracies for AR of greater than 90% established with several different prediction tools including DLDA and PAM. We have demonstrated that a subset of peripheral blood gene expression signatures can also diagnose four different subtypes of AR (Banff Borderline, IA, IB and IIA) and the top 100 ranked classifiers have greater than 89% predictive accuracy. Finally, we have demonstrated that there are gene signatures for early and late AR defined as less than or greater than one year post-transplant with greater than 86% predictive accuracies. We also confirmed that there are 439 time-independent gene classifiers for AR. Based on these results, we conclude that peripheral blood gene expression profiling can be used to diagnose AR at any time in the first 5 years post-transplant in the setting of acute kidney transplant dysfunction not caused by BK nephropathy, other infections, drug-induced nephrotoxicity or ureteral obstruction. Keywords: kidney transplantation, peripheral blood, DNA microarrays, acute kidney rejection, biomarkers Microarray profiles of peripheral blood from 51 biopsy-proven acute kidney rejection (AR) and 24 well-functioning kidney transplants were randomized and compared using class comparisons, network and biological function analyses.
2014-03-01 | E-GEOD-15296 | biostudies-arrayexpress
Project description:In the present work, we have used whole genome expression profiling of peripheral blood samples from 51 patients with biopsy-proven acute kidney transplant rejection and 24 patients with excellent function and biopsy-proven normal transplant histology. The results demonstrate that there are 1738 probesets on the Affymetrix HG-U133 Plus 2.0 GeneChip representing 1472 unique genes which are differentially expressed in the peripheral blood during an acute kidney transplant rejection. By ranking these results we have identified minimal sets of 50 to 150 probesets with predictive classification accuracies for AR of greater than 90% established with several different prediction tools including DLDA and PAM. We have demonstrated that a subset of peripheral blood gene expression signatures can also diagnose four different subtypes of AR (Banff Borderline, IA, IB and IIA) and the top 100 ranked classifiers have greater than 89% predictive accuracy. Finally, we have demonstrated that there are gene signatures for early and late AR defined as less than or greater than one year post-transplant with greater than 86% predictive accuracies. We also confirmed that there are 439 time-independent gene classifiers for AR. Based on these results, we conclude that peripheral blood gene expression profiling can be used to diagnose AR at any time in the first 5 years post-transplant in the setting of acute kidney transplant dysfunction not caused by BK nephropathy, other infections, drug-induced nephrotoxicity or ureteral obstruction. Keywords: kidney transplantation, peripheral blood, DNA microarrays, acute kidney rejection, biomarkers
2014-03-01 | GSE15296 | GEO
Project description:Issues remain in the diagnosis of active antibody-mediated rejection (ABMR) in human kidney transplantation, as the hallmark criteria, the microcirculation inflammation scores and the C4d deposits, still lack reproducibility and sensitivity respectively. Using laser microdissection combined with mass spectrometry-based proteomics, this study presents the characterization of active antibody-mediated glomerular injuries, marked by evidences of leukocyte activation and migration, cellular stress through type I and II interferons and of microcirculation remodeling.
2022-04-04 | PXD021852 | Pride
Project description:Cellular rejection after heart transplantation imparts significant morbidity and mortality. Current immunosuppressive strategies are imperfect, target recipient T-cells, and have adverse effects. The innate immune response plays an essential role in the recruitment and activation of T-cells. Targeting the donor innate immune response would represent the earliest interventional opportunity within the immune response cascade. There is limited knowledge regarding donor immune cell types and functions in the setting of cardiac transplantation and no current therapeutics exist for targeting these cell populations. Distinct populations of donor and recipient macrophages co-exist within the transplanted heart. Donor CCR2+ macrophages are key mediators of allograft rejection and deletion of MYD88 signaling in donor macrophages is sufficient to suppress rejection and extend allograft survival. This highlights the therapeutic potential of donor heart-based interventions.
2022-06-30 | GSE206801 | GEO
Project description:Donor Macrophages Modulate Rejection after Heart Transplantation
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Project description:Acute renal allograft rejection is an important complication in kidney transplantation. Accurate diagnosis of rejection events is necessary for timely response and treatment. We illustrate the usefulness and biological relevance of selected multivariate approaches to detect rejection from genomic and proteomic signals. The data was used to study gene expression changes using whole genome microarray analysis of peripheral blood from subjects with acute rejection (n=20) and non-rejecting controls (n=20) to obtain insight into the molecular and biological causation of acute renal allograft rejection when combined with proteomics (iTRAQ) data for the same patients/time-points.
2014-04-26 | GSE46474 | GEO
Project description:PBMC samples from heart transplant patients were profiled. Sample classification was based on endomyocardial biopsy at the time of sample collection. Keywords = Transplant Keywords = Transplantation Keywords = Heart Transplant Keywords = Graft Rejection Keywords = Rejection Keywords = PBMC Keywords = Immune Response Keywords = Peripheral Blood
2010-06-10 | E-GEOD-2445 | biostudies-arrayexpress
Project description:Acute cellular rejection occurs frequently during the first few weeks following liver transplantation. During this period its molecular phenotype is confounded by pro-inflammatory events elicited by surgery, ischemia-reperfusion injury and early post-transplant complications. To unambiguously define the molecular profile associated with rejection we collected sequential biological specimens from liver transplant patients at least 3 years after transplantation who developed rejection while enrolled in trials of intentional immunosuppression withdrawal Transcriptomic RISET 2.0 chips were employed using portal blood vein from 37 liver trasplant patients.Two timepoints were selected: before immunosupressive weaning and rejection time point.
2016-06-01 | E-GEOD-70305 | biostudies-arrayexpress