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CosMx 6175 human gene for human kidney delayed graft function (DGF) and immediate graft function (IGF)

ABSTRACT: This dataset includes CosMx spatial transcriptomic data from human kidney biopsies collected one hour post-transplantation. Patients were then monitored and categorized into two groups: those with immediate graft function (IGF) and those with delayed graft function (DGF). DGF refers to cases where patients required dialysis for one or more weeks before kidney function was restored. The biopsies were formalin-fixed, paraffin-embedded, and sectioned using a microtome. Sample processing followed NanoString's standard protocol, utilizing a pre-made 6175-gene panel to detect the spatial location and expression levels of each gene, without any additional custom probes.

ORGANISM(S): Mus musculus Homo sapiens

PROVIDER: GSE282193 | GEO | 2025/02/15

REPOSITORIES: GEO

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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.

Project description:The significance of borderline changes (BL) in kidney allograft biopsies is widely debated. We examined differences in gene expression patterns between early clinical biopsy tissue and 3-month protocol biopsy tissue, all of which had histological BL changes and identified specific molecular BL patterns associated with poor graft outcome. The expression profiles were analyzed in training set of patients and next data were validated in validation cohort using RT-qPCR. Using the Illumina microarray technology, we observed greater expression of immunity- and inflammation-related genes in tissues from early clinical biopsies compared to 3-month protocol biopsies with BL findings. In tissues with early clinically manifested BL changes, graft deterioration within 24 months due to chronic rejection was associated with increased activation of immune, defense, and inflammatory processes, specifically with higher donor age and expression of macrophage receptor CLEC5A. In the 3-month protocol biopsies with BL changes, graft dysfunction was associated with increased expression of fibrinogen complex transcripts. This study highlights the molecular differences between clinical and subclinical biopsies with similar histological findings. The data also support a recommendation for frequent patient monitoring, especially in those who received grafts from expanded criteria donors (ECDs). The experiments were performed with total RNA derived from the renal graft biopsy samples of 28 different patients who had undergone a kidney transplantation. Only the patients with diagnosis of borderline changes early (M-bM-^IM-$2 months) or protocolar (3 months) were included in the study. RNA profiles of patients with stable and deteriorated graft function during 2 years after transplantation were compared. As microarray platform, Illumina HumanHT-12 v4.0 Expression BeadChips (Illumina) was used. The chip scanning was performed with a BeadStation 500 instrument (Illumina Inc), and the raw data were extracted with the BeadStudio Data Analysis Software (Illumina). The R software lumi package was used to further process the raw data. The quantile method was used for normalization.

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CosMx 6175 human gene for human kidney delayed graft function (DGF) and immediate graft function (IGF)

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