ArticleAmerican journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons2022
Pretransplant kidney transcriptome captures intrinsic donor organ quality and predicts 24-month outcomes.
Article in American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- A Subset of Pro-inflammatory CXCL10+ LILRB2+ Macrophages Derives From Recipient Monocytes and Drives Renal Allograft Rejection.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Molecular Signatures as Guide to Kidney Prognosis in ANCA-Associated Vasculitis.Journal of the American Society of Nephrology : JASN · 2026Article
- Molecular diagnostics in pancreas transplantation: past, present, and future.Frontiers in molecular biosciences · 2026Review
- A multispectral 3D live organoid imaging platform to screen probes for fluorescence guided surgery.EMBO molecular medicine · 2024Article
- Multi-omics Approach in Kidney Transplant: Lessons Learned from COVID-19 Pandemic.Current transplantation reports · 2023Article
- Donor liquid biopsy and outcomes in kidney transplantation.Clinical kidney journal · 2023Review
- Delayed Graft Function in Kidney Transplant: Risk Factors, Consequences and Prevention Strategies.Journal of personalized medicine · 2022Review
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Abstract
With the development of novel prognostic tools derived from omics technologies, transplant medicine is entering the era of precision medicine. Currently, there are no established predictive biomarkers for posttransplant kidney function. A total of 270 deceased donor pretransplant kidney biopsies were collected and posttransplant function was prospectively monitored. This study first assessed the utility of pretransplant gene expression profiles in predicting 24-month outcomes in a training set (n = 174). Nearly 600 differentially expressed genes were associated with 24-month graft function. Grafts that progressed to low function at 24 months exhibited upregulated immune responses and downregulated metabolic processes at pretransplantation. Using penalized logistic regression modeling, a 55 gene model area under the receiver operating curve (AUROC) for 24-month graft function was 0.994. Gene expression for a subset of candidate genes was then measured in an independent set of pretransplant biopsies (n = 96) using quantitative polymerase chain reaction. The AUROC when using 13 genes with three donor characteristics (age, race, body mass index) was 0.821. Subsequently, a risk score was calculated using this combination for each patient in the validation cohort, demonstrating the translational feasibility of using gene markers as prognostic tools. These findings support the potential of pretransplant transcriptomic biomarkers as novel instruments for improving posttransplant outcome predictions and associated management.
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