Ontology highlight
ABSTRACT:
PROVIDER: PRJNA106581 | ENA |
REPOSITORIES: ENA
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Project description:Selecting the right immunosuppressant to ensure rejection-free outcomes poses unique challenges in pediatric liver transplant (LT) recipients. A molecular predictor can comprehensively address these challenges. Although early acute cellular rejection (ACR) is mediated by cytotoxic T-cells, late rejection also includes antibody-mediated damage in addition to cell-mediated injury. Currently, there are no well-validated blood-based biomarkers for pediatric LT recipients either pre- or post- transplant. Here, we discover and validate separate pre- and post- transplant molecular signatures of LT outcome from whole blood transcriptomes. Using an integrative machine learning approach, we combine transcriptomic data with the high-quality reference human protein interactome network to identify differentially regulated functional sub-components of the network, or “network module signatures”, which drive ACR. Unlike gene signatures, our approach is inherently multivariate, more robust to replication and captures the structure of the underlying molecular network, encapsulating additive effects. We also identify, in a patient-specific manner, network module signatures that can be targeted by current anti-rejection drugs and other mechanisms that can be repurposed. Overall, our approach can enable personalized adjustment of drug regimens for the dominant targetable pathways in pre- and post- LT in children.
2022-04-11 | GSE200340 | GEO
Project description:Transplant rejection is a major factor limiting allograft survival. CircRNAs are reported to be strongly associated with various diseases pathogenesis. However, the potential role of circRNAs in cardiac transplant rejection are rarely reported. Here, differentially expressed mRNAs and circRNAs were determined by microarrays in allogeneic cardiac allografts. Functional analysis was then performed and a full-scale functional blueprint of the circRNA-associated-ceRNA networks was constructed. Among the circRNA networks, circ23123 expression was negatively linked with cytolytic molecules of CD8+ T cells by targeting miR155-SOCS1 axis. We illustrated a new comprehensive view of circRNAs and their potential functional impact in cardiac transplantation. It may provide a prospective for therapeutic strategy on organ transplant rejection in the future.
2020-12-16 | GSE163261 | GEO
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
Project description:Molecular diagnosis of rejection is emerging in kidney, heart, and lung transplant biopsies and could offer insights for liver transplant biopsies. Groups differed in median time post-transplant e.g. R3injury 99 days vs. R4late 3117 days. R2TCMR biopsies expressed typical TCMR-related transcripts e.g. intense IFNG-induced effects. R3injury displayed increased expression of parenchymal injury transcripts (e.g. hypoxia-inducible factor EGLN1). R4late biopsies showed immunoglobulin transcripts and injury-related transcripts. R2TCMR correlated with histologic rejection although with many discrepancies, and R4late with fibrosis. R2TCMR, R3injury, and R4late correlated with liver function abnormalities. Supervised classifiers trained on histologic rejection showed less agreement with histology than unsupervised R2TCMR scores. No confirmed cases of clinical ABMR were present in the population, and strategies that previously revealed antibody-mediated rejection (ABMR) in kidney and heart transplants failed to reveal a liver ABMR phenotype. In conclusion, molecular analysis of liver transplant biopsies detects rejection, has the potential to resolve ambiguities, and could assist with immunosuppressive management.
2020-05-06 | GSE145780 | GEO
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
2016-06-01 | GSE70305 | GEO
Project description:We integrated three transplant rejection microarray studies examining gene expression in samples from pediatric renal, adult renal, and adult heart transplants. We performed one study ourselves and retrieved two others from the NCBI Gene Expression Omnibus (GEO)(GSE4470 and GSE1563). We identified 45 genes that were upregulated in common in acute rejection. Half were involved in one immune-related pathway. Among ten proteins we tested by serum ELISA, three successfully distinguished acute rejection from stable transplants. These were CXCL9, PECAM1, and CD44, with areas under the receiver operating characteristic curves of 0.844, 0.802, and 0.738, respectively. Immunohistochemistry showed that the PECAM1 protein was increased in acute rejection in renal, liver and heart transplants versus normal tissues. Our results show that integrating publicly-available gene expression data sets is a fast, powerful, and cost-effective way to identify serum-detectable diagnostic biomarkers. For new microarray experiments, we collected 18 acute rejection (AR) and 18 stable (STA) biopsy samples from pediatric renal allograft recipients at Stanford University. Written informed consent was obtained from all the subjects. The study was approved by the Stanford University Institutional Review Board. Nucleic acids from the samples were hybridized to Affymetrix U133 Plus 2.0 microarrays. AR samples were obtained at the time of a biopsy-proven acute rejection episode according to the Banff classification (IA, IIA, IIB). Prior to including the samples in this study, the diagnosis of acute rejection was confirmed by a pathologist. STA samples were obtained from patients with stable graft function during regular post-transplantation follow-up protocol biopsies. All three data sets (pediatric renal, adult renal, and adult heart) were normalized by the quantile-quantile method using dChip software. Ten proteins in serum were measured by using commercial ELISA kits.
2010-10-12 | E-GEOD-14328 | biostudies-arrayexpress
Project description:Major histocompatibility complex genotyping with massively parallel pyrosequencing
| PRJNA79667 | ENA
Project description:Major histocompatibility complex (MHC) genes of Rhodeus pseudosericeus
| PRJNA658822 | ENA
Project description:Graft acceptance without the need for immunosuppressive drugs is the ultimate goal of transplantation therapy. In murine liver transplantation, allografts are accepted across major histocompatibility antigen complex barriers without the use of immunosuppressive drugs and constitute a suitable model for research on immunological rejection and tolerance. MicroRNA (miRNA) has been known to be involved in the immunological responses. In order to identify mRNAs in spontaneous liver allograft tolerance, miRNA expression in hepatic allografts was examined using this transplantation model. According to the graft pathological score and function, miR-146a, 15b, 223, 23a, 27a, 34a and 451 were upregulated compared with the expression observed in the syngeneic grafts. In contrast, miR-101a, 101b and 148a were downregulated. Our results demonstrated the alteration of miRNAs in the allografts and may indicate the role of miRNAs in the induction of tolerance after transplantation. Furthermore, our data suggest that monitoring the graft expression of novel miRNAs may allow clinicians to differentiate between rejection and tolerance. A better understanding of the tolerance inducing mechanism observed in murine hepatic allografts may provide a therapeutic strategy for attenuating allograft rejection. B10.BR mice were used as donors and B10.D2 mice were used as recipients. Liver allo-transplantation surgery on the mice was performed in this combination. Three mice from each group were sacrificed, and the liver grafts were removed on days 5, 8, 14 and 100 after transplantation. Total RNA, including miRNA was isolated. 100ng of total RNA was labeled by Cy3 and used as probe for hybridization to the microarray.
2014-10-21 | E-GEOD-52164 | biostudies-arrayexpress
Project description:Graft acceptance without the need for immunosuppressive drugs is the ultimate goal of transplantation therapy. In murine liver transplantation, allografts are accepted across major histocompatibility antigen complex barriers without the use of immunosuppressive drugs and constitute a suitable model for research on immunological rejection and tolerance. MicroRNA (miRNA) has been known to be involved in the immunological responses. In order to identify mRNAs in spontaneous liver allograft tolerance, miRNA expression in hepatic allografts was examined using this transplantation model. According to the graft pathological score and function, miR-146a, 15b, 223, 23a, 27a, 34a and 451 were upregulated compared with the expression observed in the syngeneic grafts. In contrast, miR-101a, 101b and 148a were downregulated. Our results demonstrated the alteration of miRNAs in the allografts and may indicate the role of miRNAs in the induction of tolerance after transplantation. Furthermore, our data suggest that monitoring the graft expression of novel miRNAs may allow clinicians to differentiate between rejection and tolerance. A better understanding of the tolerance inducing mechanism observed in murine hepatic allografts may provide a therapeutic strategy for attenuating allograft rejection.
2014-10-21 | GSE52164 | GEO