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Single-cell RNA-seq of peripheral blood mononuclear cells from kidney-transplant recipients with stable renal function versus graft dysfunction

ABSTRACT: Kidney transplantation restores renal function in patients with end-stage renal disease, yet long-term graft failure remains common and is often driven by immune dysregulation. We performed droplet-based single-cell RNA sequencing (10x Genomics 3′ v3 chemistry) on peripheral-blood mononuclear cells (PBMCs) collected from adult kidney-transplant recipients who either maintained stable renal function (Ctrl, n = 10) or displayed biopsy-proven graft dysfunction (PTRI, n = 10).

ORGANISM(S): Homo sapiens

PROVIDER: GSE298312 | GEO | 2025/07/02

REPOSITORIES: GEO

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Project description:Survival of solid organ grafts depends on life-long immunosuppression, which results in increased rates of infection and malignancy. Induction of tolerance to allografts would represent the optimal solution for controlling both chronic rejection (CR) and side effects of immunosuppression. Although spontaneous ‘‘operational tolerance’’ can occur in human kidney transplantation, the lack of noninvasive peripheral blood biological markers of this rare phenomenon precludes the identification of potentially tolerant patients in whom immunosuppression could be tapered as well as the development of new tolerance inducing strategies. Here, the potential of high throughput microarray technology to decipher complex pathologies allowed us to study the peripheral blood specific gene expression profile and corresponding EASE molecular pathways associated to operational tolerance in a cohort of human kidney graft recipients. In comparison with patients with CR, tolerant patients displayed a set of 343 differentially expressed genes, mainly immune and defense genes, in their peripheral blood mononuclear cells (PBMC), of which 223 were also different from healthy volunteers. Using the expression pattern of these 343 genes, we were able to classify correctly >80% of the patients in a cross-validation experiment and classified correctly all of the samples over time. Collectively, this study identifies a unique PBMC gene signature associated with human operational tolerance in kidney transplantation. 250 samples were analyzed, replicates included: some patients from the TOL and CR groups were sampled twice with an interval between the two different time points of at least 16 months (mean 25.8 months, range 16–31 months). All the samples were analyzed in duplicate or quadruplicate. 1. TOL (n = 21). patients with stable graft function (blood creatinemia<150 mmol/L, proteinuria<1 g/24 h) for at least 1 year (mean 6.4 years,range 1.6–17.2 years) after complete interruption of immunosuppressive therapy. 2. STA (n = 190). Patients with stable kidney graft function under immunosuppressive therapy. 3. CR (n = 31). Patients having a progressive degradation of their renal function (blood creatinemia ≥150 mmol/L, proteinuria ≥1 g/24 h). CR was diagnosed on a graft biopsy according to the updated Banff criteria. CR was defined by histological signs of chronic allograft arteriopathy (arterial intimal fibrosis with mononuclear cell infiltration) and/or transplant glomerulopathy with glomerular double contours. 4. HV (n = 8). Subjects having normal blood formulae and no infectious or other concomitant pathology for at least 6 months before the study.

Project description:Delayed graft function (DGF) is associated with a reduced long-term graft survival. Ischemia-reperfusion damage and donors' features have been always considered as key pathogenic factors in this setting. The aim of our study was to evaluate the role of recipients' characteristics in the development of DGF to discover early genomics biomarkers in peripheral blood mononuclear cells (PBMC) in order to identify patients at risk. We prospectively enrolled 932 kidney graft recipients from 466 donors for both kidneys. A total of 226 recipients experienced DGF. Among the 466 donors, 290 couples of recipients both patients presented with early graft function (EGF, group A), 50 couples experienced DGF (group B) and 126 couples of recipients were discordant as one presented DGF and the other promptly recovered graft function (group C). In group C we randomly selected 10 couples of DGF/EGF recipients. Peripheral blood mononuclear cells (PBMC) were harvested before transplantation; their transcriptomic profile was investigated by a microarray approach and microarray results were validated by qPCR in an independent group (DGF n=25; EGF n=25). In the whole study group, DGF was independently associated with both donors’ and recipient’s features. Moreover, group A, B and C presented significant differences in both donors’ and recipients’ characteristics. In group C of patients, DGF was significantly associated with body mass index, dialysis modality and number of mismatches. Two-hundred and seventy-three genes were differentially expressed before transplantation in discordant EGF/DGF patients of group C. Their main biological functions were immune dysfunction and inflammation. Among the differentially expressed genes, we observed a significant increase in the expression of CCR2, the MCP-1 receptor, in DGF patients. CCR-2 and MCP-1 up-regulation was confirmed in an independent cohort of patients. Our results suggest that recipients' clinical and immunological features, potentially modulated by dialysis modality, are associated with the development of DGF independently of donors' features.

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Single-cell RNA-seq of peripheral blood mononuclear cells from kidney-transplant recipients with stable renal function versus graft dysfunction

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