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Background: Identification of factors that affect graft survival in kidney transplantation can increase graft survival and reduce mortality. Artificial intelligence modelling enables impartial evaluation of clinician bias. This study aimed to examine factors that affect the survival of grafts in paediatric kidney transplantation through the use of machine learning., Methods: A retrospective review was conducted on records of paediatric patients who underwent kidney transplantation between 1994 and 2021 and had post-transplant follow-up > 12 months. The nearest neighbour method was used to impute missing fields from a total of 48 variables in the dataset. Models including Naive Bayes, logistic regression, support vector machine (SVM), multi-layer perceptron, and XGBoost were trained to predict graft survival. The study used 80% of the patients for training and the remaining 20% for testing. Modelling success was evaluated based on accuracy and F1 score metrics., Results: The study analysed 465 kidney transplant recipients. Of these, 56.7% were male. The mean age at transplantation was 12.08 ± 5.01 years. Of the kidney transplants, 73.1% (n = 339) were from living donors, 34.5% (n = 160) were pre-emptive transplants, and 2.2% (n = 10) were second-time transplants. The machine learning model identified several features associated with graft survival, including antibody-mediated rejection (+ 0.7), acute cellular rejection (+ 0.66), eGFR at 3 years (+ 0.43), eGFR at 5 years (+ 0.34), pre-transplant peritoneal dialysis (+ 0.2), and cadaveric donor (+ 0.2). The successes of the logistic regression and SVM models were similar. The F1 score was 91.9%, and accuracy was 96.5%., Conclusion: Machine learning can be used to identify factors that affect graft survival in kidney transplant recipients. By expanding similar studies, risk maps can be created prior to transplantation., Competing Interests: Declarations. Ethical approval: The study received ethics committee approval from the Akdeniz University Faculty of Medicine Ethics Committee. Conflict of interest: The authors declare no competing interests., (© 2024. The Author(s), under exclusive licence to International Pediatric Nephrology Association.)

A 4-month-old male baby was admitted because his father and uncles had chronic kidney disease. His father was diagnosed with membranoproliferative glomerulonephritis at the age of 5, underwent a kidney transplant at the age of 22, and lost the graft due to recurrence of the disease. In contrast, the young uncle was diagnosed with C3 glomerulopathy and mycophenolate mofetil and eculizumab were initiated early. It was remarkable that our patient had normal kidney function and urine analyses but low serum C3 level (0.56 g/L; N, 0.9-1.8 g/L). In the disease-associated clinical exome analysis, a heterozygous change in the CFH gene was found. The same mutation was found homozygous in the uncle. In genetically inherited diseases, findings may occur sequentially; early screening of at-risk individuals contributes to kidney survival., (© 2023. The Author(s), under exclusive licence to International Pediatric Nephrology Association.)

Objectives: BK polyomavirus-associated nephropathy is a clinicopathological entity that negatively affects graft function in kidney transplant recipients. We compared the efficacy of leflunomide and cidofovir to treat BK polyomavirus-associated nephropathy in pediatric kidney transplant recipients., Materials and Methods: Medical records of pediatric recipients with BK viremia for the period 2004 through 2019 were reviewed retrospectively, and patients diagnosed with BK polyomavirusassociated nephro-pathy were included in the study. A serum BK virus level above 104 copies/mL was accepted as BK viremia. We defined BK polyomavirusassociated nephropathy as detection of BK virus SV40 antigen on immunochemistry staining of renal graft tissue accompanied by signs of tubulointerstitial nephritis or elevated serum creatinine in addition to BK viremia., Results: Of 304 kidney transplant recipients, 53 had persistent BK viremia; 36 of these patients (61.1% male) were included in the study with the diagnosis of BK polyomavirus-associated nephropathy. Twelve patients (33.3%) received cidofovir, and 14 (38.8%) received leflunomide. Results were similar between the cidofovir and leflunomide groups for serum creatinine level at last follow-up (0.91 ± 0.29 vs 0.94 ± 0.37 mg/dL, respectively; P = .843) and graft failure rate (8.3% vs 14.2%, respectively; P = .632). Graft failure was observed in 8.3% of patients with BK polyomavirus-associated nephropathy., Conclusions: Leflunomide and cidofovir showed similar efficacy for treatment of BK polyomavirus-associated nephropathy.

aHUS is caused by the over-activation and dysregulation of the alternative complement pathway. Data regarding outcomes of pediatric aHUS patients after kidney transplantation are still very scarce. Accordingly, the aim of this study was to describe the clinical findings and outcomes of pediatric aHUS patients after renal transplantation. This is a retrospective, multicenter study including 12 patients from the national registry system. Among the 12 patients, eight had received prophylactic eculizumab and none of those patients (except one) had experienced aHUS recurrence during a median follow-up period of 58.5 (min-max, 4-94) months. Although eculizumab had been started on the day before transplantation in one of them, aHUS recurrence occurred during the transplantation procedure. Eculizumab had been stopped in only one patient who had no complement gene mutation after 35 months of therapy, and recurrence had not been observed during the 19 months of follow-up. In three patients, maintenance doses had been spaced out without any recurrence. One additional patient with anti-CFH antibody received only two doses of eculizumab for transplantation and had been followed for 46 months without aHUS recurrence. The remaining three patients had not received anti-C5 therapy and none of those patients experienced aHUS recurrence during a median follow-up period of 21 (min-max, 9-42) months. Prophylactic eculizumab is a safe and effective treatment for the prevention of aHUS recurrence. Eculizumab interval prolongation, discontinuation, and transplantation without eculizumab prophylaxis can be tried in selected patients with close follow-up., (© 2020 Wiley Periodicals LLC.)

Background: Atypical hemolytic uremic syndrome (aHUS) occurs due to defective regulation of the alternative complement pathway (ACP) on vascular endothelial cells. Plasma based therapy (PT) was the mainstay of the treatment for aHUS for many years until the introduction of therapies targeting blockage of the complement system. The aim of this study was to evaluate patients with aHUS who had been treated with plasma based therapies alone., Methods: The outcomes of seven genetically confirmed aHUS patients (2 girls, 5 males) were evaluated by means of clinical presentation, response to plasma therapy, course of the disease during the follow-up period and last status., Results: The median age of the patients at admission was 6.7 years (IQR 0.7-7.8). Three patients received plasma exchange therapy and the other four patients were treated with plasma infusions. One patient was lost to follow-up after one year; the median duration of follow-up for other patients was 3.7 years (IQR 2.7-6.5). During the follow up, two patients from our historical records when complement blocking therapies had not been in clinical use yet in Turkey, underwent kidney transplantation. One transplant patient experienced an acute rejection episode without graft loss. The remaining five patients had a glomerular filtration rate of more than 90 ml/min./1.73 m < sup > 2 < /sup > at the last visit., Conclusion: Although we had a relatively small patient population, our findings indicate that PT might still be considered in selected patients particularly in countries where complement blocking therapies are difficult to reach due to their unavailability or costs that are not covered by the health care systems.

Congenital nephrotic syndrome (CNS) is a genetic disease that is present in the antenatal period or during the first 3 months of life. In this study, we aimed to compare growth parameters of patients with CNS who received kidney transplants and either (1) had a normal glomerular filtration rate (GFR) at the time of transplant or (2) chronic kidney disease (CKD) at the time of transplant. Patients with a diagnosis of CNS who had a minimum follow-up period of 6 months were evaluated retrospectively. Children at stages 4 or 5 CKD or patients receiving dialysis during the pretransplant period were defined as group 1; patients with normal GFR at the time of transplantation were classified as group 2. Short stature and low weight were defined as less than -2 standard deviation scores (SDS) for height and weight according to their age. A total of 17 patients were included in the study. Thirteen of 17 patients had NPHS1 gene mutations. Group 1 and group 2 consisted of 8 and 9 patients, respectively. Mean height SDS and mean weight SDS in group 2 were higher than group 1 in the pretransplant period (-4.34 ± 1.74 vs -2.84 ± 1.56; P = .011 and -3.54 ± 0.93 vs -1.83 ± 1.13; P = .008). In the post-transplant period, the significant difference in height SDS continued in favor of group 2 (-3.16 ± 1.11 vs -1.16 ± 0.87; P = .002). The short stature rate was 83% in group 1 and 72% in group 2 in the pretransplant period (P = .62), and 83% in group 1 and 27% in group 2 in the post-transplant period (P = .02). Early renal transplantation seems to be effective for optimal height gain in children with CNS., (Copyright © 2019 Elsevier Inc. All rights reserved.)

Background: An increase in the number of circulating endothelial cells (CEC) indicates endothelial damage and the risk of cardiovascular disease. The aim of our study was to investigate the association of CEC with various clinical parameters in pediatric renal transplant recipients., Methods: CEC, defined as CD45(-)CD146(+), were enumerated by flow cytometry from the peripheral blood of 50 pediatric renal transplant recipients and 20 healthy controls. Clinical parameters, including renal function tests, fasting blood glucose, serum cholesterol and triglyceride, cyclosporine A (CsA) (trough and 2nd-hour) and tacrolimus (tac) trough blood levels and their association with CEC numbers were analyzed., Results: CEC numbers of patients were higher than those of controls (respectively, 128 ± 89 cells/ml (42-468 cells/ml), 82 ± 33 cells/ml (32-137 cells/ml), p = 0.024). There was a statistically significant negative correlation between CEC numbers and glomerular filtration rate (GFR) (r = -0.300, p = 0.012). There was also a statistically positive association between CEC numbers and transplant duration as well as cyclosporine trough level (respectively, r = 0.397, p = 0.004, r = 0.714, p = 0.004). CEC numbers in patients on tac and CsA were similar (p = 0.716)., Conclusions: Our results demonstrate that renal transplant recipients with high CsA trough blood level, longer transplant duration, and lower GFR, are at greater risk of developing endothelial damage.

Objective: Preemptive kidney transplantation (PKT) is an effective treatment modality that avoids the complications related to dialysis. However, the effect of PKT on graft survival remains controversial. This study aimed to compare graft survival in pediatric recipients of PKT with that of non-PKT recipients. Materials and Methods: The medical records of pediatric kidney transplant recipients between 2005 and 2017 were retrospectively reviewed. We compared glomerular filtration rate, graft, and patient survival rates receiving PKT versus non-PKT. Results: A total of 230 pediatric recipients were included in the study. The majority of recipients were boys (60.4%) who received a living donor kidney (70.8%). In the study group, 46.1% of the patients underwent PKT; 27.8% were on peritoneal dialysis and 26.1% on hemodialysis in the pre-transplant period. The rates of antibody-mediated rejection and BK virus nephropathy were similar between recipients with PKT and non-PKT (p=1.000 and 0.643, respectively). The 3-year graft and patient survival rates were similar between patients with PKT and non-PKT (95.2% vs 93.5%; p=0.776 and 98.1% vs 97.5%; p=1.000, respectively). The dialysis duration, rejection within 6 months after transplantation, and antibody-mediated rejection were independent risk factors for graft failure [Odds ratio (OR) 1.013; 95% confidence interval (CI) 0.992-1.034; p=0.031, OR 0.068; 95% CI 0.105-0.326; p=0.025, and OR 6.029; 95% CI 2.018-7.106; p<0.001]. Conclusion: Evaluation of graft and patient survival shows that PKT is a safe and effective renal replacement treatment option. [ABSTRACT FROM AUTHOR]

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Background: An increase in the number of circulating endothelial cells (CEC) indicates endothelial damage and the risk of cardiovascular disease. The aim of our study was to investigate the association of CEC with various clinical parameters in pediatric renal transplant recipients. Methods: CEC, defined as CD45CD146, were enumerated by flow cytometry from the peripheral blood of 50 pediatric renal transplant recipients and 20 healthy controls. Clinical parameters, including renal function tests, fasting blood glucose, serum cholesterol and triglyceride, cyclosporine A (CsA) (trough and 2nd-hour) and tacrolimus (tac) trough blood levels and their association with CEC numbers were analyzed. Results: CEC numbers of patients were higher than those of controls (respectively, 128 ± 89 cells/ml (42-468 cells/ml), 82 ± 33 cells/ml (32-137 cells/ml), p = 0.024). There was a statistically significant negative correlation between CEC numbers and glomerular filtration rate (GFR) ( r = −0.300, p = 0.012). There was also a statistically positive association between CEC numbers and transplant duration as well as cyclosporine trough level (respectively, r = 0.397, p = 0.004, r = 0.714, p = 0.004). CEC numbers in patients on tac and CsA were similar ( p = 0.716). Conclusions: Our results demonstrate that renal transplant recipients with high CsA trough blood level, longer transplant duration, and lower GFR, are at greater risk of developing endothelial damage. [ABSTRACT FROM AUTHOR]