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Vinson AJ, Zhang X, Dahhou M, Süsal C, Döhler B, Sapir-Pichhadze R, Cardinal H, Melk A, Wong G, Francis A, Pilmore H, Foster BJ. A Multinational Cohort Study Examining Sex Differences in Excess Risk of Death With Graft Function After Kidney Transplant. Transplantation 2024; 108:1448-1459. [PMID: 38277260 DOI: 10.1097/tp.0000000000004915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2024]
Abstract
BACKGROUND Kidney transplant recipients show sex differences in excess overall mortality risk that vary by donor sex and recipient age. However, whether the excess risk of death with graft function (DWGF) differs by recipient sex is unknown. METHODS In this study, we combined data from 3 of the largest transplant registries worldwide (Scientific Registry of Transplant Recipient, Australia and New Zealand Dialysis and Transplant Registry, and Collaborative Transplant Study) using individual patient data meta-analysis to compare the excess risk of DWGF between male and female recipients of a first deceased donor kidney transplant (1988-2019), conditional on donor sex and recipient age. RESULTS Among 463 895 individuals examined, when the donor was male, female recipients aged 0 to 12 y experienced a higher excess risk of DWGF than male recipients (relative excess risk 1.68; 95% confidence interval, 1.24-2.29); there were no significant differences in other age intervals or at any age when the donor was female. There was no statistically significant between-cohort heterogeneity. CONCLUSIONS Given the lack of sex differences in the excess risk of DWGF (other than in prepubertal recipients of a male donor kidney) and the known greater excess overall mortality risk for female recipients compared with male recipients in the setting of a male donor, future study is required to characterize potential sex-specific causes of death after graft loss.
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Affiliation(s)
- Amanda Jean Vinson
- Nephrology Division, Department of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Xun Zhang
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Mourad Dahhou
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Caner Süsal
- Institute of Immunology, Heidelberg University Hospital, Heidelberg, Germany
- Transplant Immunology Research Center of Excellence, Koç University, Istanbul, Turkey
| | - Bernd Döhler
- Institute of Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Ruth Sapir-Pichhadze
- Department of Medicine, Division of Experimental Medicine, McGill University, QC, Canada
| | - Heloise Cardinal
- Division of Nephrology, Department of Medicine, Centre Hospitalier de l'Université de Montreal, Montreal, QC, Canada
| | - Anette Melk
- Children's Hospital, Hannover Medical School, Hannover, Germany
| | - Germaine Wong
- School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - Anna Francis
- School of Clinical Medicine, University of Queensland, QLD, Australia
- Department of Medicine, Division of Nephrology, Queensland Children's Hospital, Brisbane, QLD, Australia
| | - Helen Pilmore
- Department of Renal Medicine, Auckland City Hospital, Auckland, New Zealand
| | - Bethany J Foster
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
- Division of Nephrology, Department of Pediatrics, McGill University Faculty of Medicine, QC, Canada
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Killian MO, Little CW, Howry SK, Watkivs M, Triplett KN, Desai DM. Demographic Factors, Medication Adherence, and Post-transplant Health Outcomes: A Longitudinal Multilevel Modeling Approach. J Clin Psychol Med Settings 2024; 31:163-173. [PMID: 37589865 PMCID: PMC11487835 DOI: 10.1007/s10880-023-09970-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2023] [Indexed: 08/18/2023]
Abstract
Few studies in pediatric solid organ transplantation have examined non-adherence to immunosuppressive medication over time and its associations with demographic factors and post-transplant outcomes including late acute rejection and hospitalizations. We examined longitudinal variation in patient Medication Level Variability Index (MLVI) adherence data from pediatric kidney, liver, and heart transplant recipients. Patient and administrative data from the United Network for Organ Sharing were linked with electronic health records and MLVI values for 332 patients. Multilevel mediation modeling indicated comparatively more variation in MLVI values between patients than within patients, longitudinally, over 10 years post transplant. MLVI values significantly predicted late acute rejection and hospitalization. MLVI partially mediated patient factors and post-transplant outcomes for patient age indicating adolescents may benefit most from intervention efforts. Results demonstrate the importance of longitudinal assessment of adherence and differences among patients. Efforts to promote medication adherence should be adapted to high-risk patients to increase likelihood of adherence.
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Affiliation(s)
- Michael O Killian
- College of Social Work, University Center, Florida State University, 296 Champions Way, Building C - Suite 2500, Tallahassee, FL, USA.
- College of Medicine, Florida State University, Tallahassee, FL, USA.
| | - Callie W Little
- College of Social Work, University Center, Florida State University, 296 Champions Way, Building C - Suite 2500, Tallahassee, FL, USA
| | - Savarra K Howry
- College of Social Work, University Center, Florida State University, 296 Champions Way, Building C - Suite 2500, Tallahassee, FL, USA
| | - Madison Watkivs
- College of Medicine, Florida State University, Tallahassee, FL, USA
| | - Kelli N Triplett
- Children's Health, Children's Medical Center of Dallas, Dallas, TX, USA
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Dev M Desai
- Children's Health, Children's Medical Center of Dallas, Dallas, TX, USA
- University of Texas Southwestern Medical Center, Dallas, TX, USA
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3
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Killian MO, Tian S, Xing A, Hughes D, Gupta D, Wang X, He Z. Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches. JMIR Cardio 2023; 7:e45352. [PMID: 37338974 DOI: 10.2196/45352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 04/17/2023] [Accepted: 05/10/2023] [Indexed: 06/21/2023] Open
Abstract
BACKGROUND The prediction of posttransplant health outcomes for pediatric heart transplantation is critical for risk stratification and high-quality posttransplant care. OBJECTIVE The purpose of this study was to examine the use of machine learning (ML) models to predict rejection and mortality for pediatric heart transplant recipients. METHODS Various ML models were used to predict rejection and mortality at 1, 3, and 5 years after transplantation in pediatric heart transplant recipients using United Network for Organ Sharing data from 1987 to 2019. The variables used for predicting posttransplant outcomes included donor and recipient as well as medical and social factors. We evaluated 7 ML models-extreme gradient boosting (XGBoost), logistic regression, support vector machine, random forest (RF), stochastic gradient descent, multilayer perceptron, and adaptive boosting (AdaBoost)-as well as a deep learning model with 2 hidden layers with 100 neurons and a rectified linear unit (ReLU) activation function followed by batch normalization for each and a classification head with a softmax activation function. We used 10-fold cross-validation to evaluate model performance. Shapley additive explanations (SHAP) values were calculated to estimate the importance of each variable for prediction. RESULTS RF and AdaBoost models were the best-performing algorithms for different prediction windows across outcomes. RF outperformed other ML algorithms in predicting 5 of the 6 outcomes (area under the receiver operating characteristic curve [AUROC] 0.664 and 0.706 for 1-year and 3-year rejection, respectively, and AUROC 0.697, 0.758, and 0.763 for 1-year, 3-year, and 5-year mortality, respectively). AdaBoost achieved the best performance for prediction of 5-year rejection (AUROC 0.705). CONCLUSIONS This study demonstrates the comparative utility of ML approaches for modeling posttransplant health outcomes using registry data. ML approaches can identify unique risk factors and their complex relationship with outcomes, thereby identifying patients considered to be at risk and informing the transplant community about the potential of these innovative approaches to improve pediatric care after heart transplantation. Future studies are required to translate the information derived from prediction models to optimize counseling, clinical care, and decision-making within pediatric organ transplant centers.
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Affiliation(s)
- Michael O Killian
- College of Social Work, Florida State University, Tallahassee, FL, United States
| | - Shubo Tian
- Department of Statistics, Florida State University, Tallahassee, FL, United States
| | - Aiwen Xing
- Department of Statistics, Florida State University, Tallahassee, FL, United States
| | - Dana Hughes
- College of Social Work, Florida State University, Tallahassee, FL, United States
| | - Dipankar Gupta
- Congenital Heart Center, Shands Children's Hospital, University of Florida, Gainesville, FL, United States
| | - Xiaoyu Wang
- Department of Statistics, Florida State University, Tallahassee, FL, United States
| | - Zhe He
- School of Information, Florida State University, Tallahassee, FL, United States
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Wyld ML, De La Mata NL, Hedley J, Kim S, Kelly PJ, Webster AC. Life Years Lost in Children with Kidney Failure: A Binational Cohort Study with Multistate Probabilities of Death and Life Expectancy. J Am Soc Nephrol 2023; 34:1057-1068. [PMID: 36918386 PMCID: PMC10278813 DOI: 10.1681/asn.0000000000000118] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 01/13/2023] [Indexed: 03/16/2023] Open
Abstract
SIGNIFICANCE STATEMENT In children with kidney failure, little is known about their treatment trajectories or the effects of kidney failure on lifetime survival and years of life lost, which are arguably more relevant measures for children. In this population-based cohort study of 2013 children who developed kidney failure in Australia and New Zealand, most children were either transplanted after initiating dialysis (74%) or had a preemptive kidney transplant (14%). Life expectancy increased with older age at kidney failure, but more life years were spent on dialysis than with a functioning transplant. The expected (compared with the general population) number of life years lost ranged from 16 to 32 years, with female patients and those who developed kidney failure at a younger age experiencing the greatest loss of life years. BACKGROUND Of the consequences of kidney failure in childhood, those rated as most important by children and their caregivers are its effects on long-term survival. From a life course perspective, little is known about the experience of kidney failure treatment or long-term survival. METHODS To determine expected years of life lost (YLL) and treatment trajectory for kidney failure in childhood, we conducted a population-based cohort study of all children aged 18 years or younger with treated kidney failure in Australia (1980-2019) and New Zealand (1988-2019).We used patient data from the CELESTIAL study, which linked the Australian and New Zealand Dialysis and Transplant registry with national death registers. We estimated standardized mortality ratios and used multistate modeling to understand treatment transitions and life expectancy. RESULTS A total of 394 (20%) of 2013 individuals died over 30,082 person-years of follow-up (median follow-up, 13.1 years). Most children (74%) were transplanted after initiating dialysis; 14% (18% of male patients and 10% of female patients) underwent preemptive kidney transplantation. Excess deaths (compared with the general population) decreased dramatically from 1980 to 1999 (from 41 to 22 times expected) and declined more modestly (to 17 times expected) by 2019. Life expectancy increased with older age at kidney failure, but more life years were spent on dialysis than with a functioning transplant. The number of YLL ranged from 16 to 32 years, with the greatest loss among female patients and those who developed kidney failure at a younger age. CONCLUSIONS Children with kidney failure lose a substantial number of their potential life years. Female patients and those who develop kidney failure at younger ages experience the greatest burden.
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Affiliation(s)
- Melanie L. Wyld
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
- Department of Renal and Transplant Medicine, Westmead Hospital, Westmead, New South Wales, Australia
| | - Nicole L. De La Mata
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - James Hedley
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Siah Kim
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
- Centre for Kidney Research, Children's Hospital at, Westmead, Westmead, New South Wales, Australia
| | - Patrick J. Kelly
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Angela C. Webster
- Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
- Department of Renal and Transplant Medicine, Westmead Hospital, Westmead, New South Wales, Australia
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5
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Harambat J, Morin D. [Epidemiology of childhood chronic kidney diseases]. Med Sci (Paris) 2023; 39:209-218. [PMID: 36943117 DOI: 10.1051/medsci/2023027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023] Open
Abstract
Major advances have been made in the management of children with chronic kidney disease (CKD) over the past 30 years. However, existing epidemiological data mainly relies on registries of chronic kidney replacement therapy. The incidence and prevalence of earlier stages of CKD remain largely unknown, but rare population-based studies suggest that the prevalence of all stages CKD may be as high as 1 % of the pediatric population. Congenital disorders including renal hypodysplasia and uropathy (CAKUT) and hereditary nephropathies account for one-half to two-thirds of childhood CKD cases in high-income countries, whereas acquired nephropathies predominate in developing countries. CKD progression is slower in children with congenital disorders than in those with glomerular nephropathy, and other risk factors for progression have also been identified. Children with CKD have poorer health-related quality of life when compared to healthy children. While survival of children with CKD has continuously improved over time, mortality remains 20 to 30 times higher than in the general pediatric population.
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Affiliation(s)
- Jérôme Harambat
- Département de pédiatrie, Centre de référence maladies rénales rares du Sud-Ouest (SORARE), filière de santé ORKiD, CHU de Bordeaux, Bordeaux, France
| | - Denis Morin
- Département de pédiatrie, Centre de référence maladies rénales rares du Sud-Ouest (SORARE), filière de santé ORKiD, CHU de Montpellier, Montpellier, France
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Becerra AZ, Chan KE, Eggers PW, Norton J, Kimmel PL, Schulman IH, Mendley SR. Transplantation Mediates Much of the Racial Disparity in Survival from Childhood-Onset Kidney Failure. J Am Soc Nephrol 2022; 33:1265-1275. [PMID: 35078941 PMCID: PMC9257803 DOI: 10.1681/asn.2021071020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 01/13/2022] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND The role of kidney transplantation in differential survival in Black and White patients with childhood-onset kidney failure is unexplored. METHODS We analyzed 30-year cohort data of children beginning RRT before 18 years of age between January 1980 and December 2017 (n=28,337) in the US Renal Data System. Cox regression identified transplant factors associated with survival by race. The survival mediational g-formula estimated the excess mortality among Black patients that could be eliminated if an intervention equalized their time with a transplant to that of White patients. RESULTS Black children comprised 24% of the cohort and their crude 30-year survival was 39% compared with 57% for White children (log rank P<0.001). Black children had 45% higher risk of death (adjusted hazard ratio [aHR], 1.45; 95% confidence interval [95% CI], 1.36 to 1.54), 31% lower incidence of first transplant (aHR, 0.69; 95% CI, 0.67 to 0.72), and 39% lower incidence of second transplant (aHR, 0.61; 95% CI, 0.57 to 0.65). Children and young adults are likely to require multiple transplants, yet even after their first transplant, Black patients had 11% fewer total transplants (adjusted incidence rate ratio [aIRR], 0.89; 95% CI, 0.86 to 0.92). In Black patients, grafts failed earlier after first and second transplants. Overall, Black patients spent 24% less of their RRT time with a transplant than did White patients (aIRR, 0.76; 95% CI, 0.74 to 0.78). Transplantation compared with dialysis strongly protected against death (aHR, 0.28; 95% CI, 0.16 to 0.48) by time-varying analysis. Mediation analyses estimated that equalizing transplant duration could prevent 35% (P<0.001) of excess deaths in Black patients. CONCLUSIONS Equalizing time with a functioning transplant for Black patients may equalize survival of childhood-onset ESKD with White patients.
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Affiliation(s)
- Adan Z. Becerra
- Department of Public Health Sciences, Social and Scientific Systems, Silver Spring, Maryland
- Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Kevin E. Chan
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Paul W. Eggers
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Jenna Norton
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Paul L. Kimmel
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Ivonne H. Schulman
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Susan R. Mendley
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
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7
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Epidemiology of pediatric chronic kidney disease/kidney failure: learning from registries and cohort studies. Pediatr Nephrol 2022; 37:1215-1229. [PMID: 34091754 DOI: 10.1007/s00467-021-05145-1] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 05/02/2021] [Accepted: 05/18/2021] [Indexed: 01/13/2023]
Abstract
Although the concept of chronic kidney disease (CKD) in children is similar to that in adults, pediatric CKD has some peculiarities, and there is less evidence and many factors that are not clearly understood. The past decade has witnessed several additional registry and cohort studies of pediatric CKD and kidney failure. The most common underlying disease in pediatric CKD and kidney failure is congenital anomalies of the kidney and urinary tract (CAKUT), which is one of the major characteristics of CKD in children. The incidence/prevalence of CKD in children varies worldwide. Hypertension and proteinuria are independent risk factors for CKD progression; other factors that may affect CKD progression are primary disease, age, sex, racial/genetic factors, urological problems, low birth weight, and social background. Many studies based on registry data revealed that the risk factors for mortality among children with kidney failure who are receiving kidney replacement therapy are younger age, female sex, non-White race, non-CAKUT etiologies, anemia, hypoalbuminemia, and high estimated glomerular filtration rate at dialysis initiation. The evidence has contributed to clinical practice. The results of these registry-based studies are expected to lead to new improvements in pediatric CKD care.
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Fernandez HE, Foster BJ. Long-Term Care of the Pediatric Kidney Transplant Recipient. Clin J Am Soc Nephrol 2022; 17:296-304. [PMID: 33980614 PMCID: PMC8823932 DOI: 10.2215/cjn.16891020] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Pediatric kidney transplant recipients are distinguished from adult recipients by the need for many decades of graft function, the potential effect of CKD on neurodevelopment, and the changing immune environment of a developing human. The entire life of an individual who receives a transplant as a child is colored by their status as a transplant recipient. Not only must these young recipients negotiate all of the usual challenges of emerging adulthood (transition from school to work, romantic relationships, achieving independence from parents), but they must learn to manage a life-threatening medical condition independently. Regardless of the age at transplantation, graft failure rates are higher during adolescence and young adulthood than at any other age. All pediatric transplant recipients must pass through this high-risk period. Factors contributing to the high graft failure rates in this period include poor adherence to treatment, potentially exacerbated by the transfer of care from pediatric- to adult-oriented care providers, and perhaps an increased potency of the immune response. We describe the characteristics of pediatric kidney transplant recipients, particularly those factors that may influence their care throughout their lives. We also discuss the risks associated with the transition from pediatric- to adult-oriented care and provide some suggestions to optimize the transition to adult-oriented transplant care and long-term outcomes.
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Affiliation(s)
- Hilda E. Fernandez
- Department of Medicine, Columbia University Medical Center, New York, New York
| | - Bethany J. Foster
- Department of Pediatrics, McGill University, Montreal, Quebec, Canada,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada,Research Institute of the McGill University Health Centre, McGill University, Montreal, Quebec, Canada
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9
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Sugianto RI, Memaran N, Schmidt BMW, Doyon A, Thurn-Valsassina D, Alpay H, Anarat A, Arbeiter K, Azukaitis K, Bayazit AK, Bulut IK, Caliskan S, Canpolat N, Duzova A, Gellerman J, Harambat J, Homeyer D, Litwin M, Mencarelli F, Obrycki L, Paripovic D, Ranchin B, Shroff R, Tegtbur U, Born JVD, Yilmaz E, Querfeld U, Wühl E, Schaefer F, Melk A. Insights from the 4C-T Study suggest increased cardiovascular burden in girls with end stage kidney disease before and after kidney transplantation. Kidney Int 2021; 101:585-596. [PMID: 34952099 DOI: 10.1016/j.kint.2021.11.032] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 11/06/2021] [Accepted: 11/15/2021] [Indexed: 01/09/2023]
Abstract
Mortality in children with kidney failure is higher in girls than boys with cardiovascular complications representing the most common causes of death. Pulse wave velocity (PWV), a measure of vascular stiffness, predicts cardiovascular mortality in adults. Here, PWV in children with kidney failure undergoing kidney replacement therapy was investigated to determine sex differences and potential contributing factors. Two-hundred-thirty-five children (80 girls; 34%) undergoing transplantation (150 pre-emptive, 85 with prior dialysis) having at least one PWV measurement pre- and/or post-transplantation from a prospective cohort were analyzed. Longitudinal analyses (median/maximum follow-up time of 6/9 years) were performed for PWV z-scores (PWVz) using linear mixed regression models and further stratified by the categories of time: pre-kidney replacement therapy and post-transplantation. PWVz significantly increased by 0.094 per year and was significantly higher in girls (PWVz +0.295) compared to boys, independent of the underlying kidney disease. During pre-kidney replacement therapy, an average estimated GFR decline of 4ml/min/1.73m2 per year was associated with a PWVz increase of 0.16 in girls only. Higher diastolic blood pressure and low density lipoprotein were independently associated with higher PWVz during pre-kidney replacement therapy in both sexes. In girls post-transplantation, an estimated GFR decline of 4ml/min/1.73m2 per year pre-kidney replacement therapy and a longer time (over 12 months) to transplantation were significantly associated with higher PWVz of 0.22 and of 0.57, respectively. PWVz increased further after transplantation and was positively associated with time on dialysis and diastolic blood pressure in both sexes. Thus, our findings demonstrate that girls with advanced chronic kidney disease are more susceptible to develop vascular stiffening compared to boys, this difference persist after transplantation and might contribute to higher mortality rates seen in girls with kidney failure.
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Affiliation(s)
- Rizky I Sugianto
- Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Nima Memaran
- Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | | | - Anke Doyon
- Center for Pediatrics and Adolescent Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Daniela Thurn-Valsassina
- Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany; Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Harika Alpay
- Medical Faculty, Marmara University, Istanbul, Turkey
| | | | - Klaus Arbeiter
- Pediatric Nephrology, University Children's Hospital, Vienna, Austria
| | - Karolis Azukaitis
- Clinic of Pediatrics, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | | | | | - Salim Caliskan
- Istanbul University-Cerrahpaşa, Cerrahpaşa Medical School, Istanbul, Turkey
| | - Nur Canpolat
- Istanbul University-Cerrahpaşa, Cerrahpaşa Medical School, Istanbul, Turkey
| | - Ali Duzova
- Division of Pediatric Nephrology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | | | - Jerome Harambat
- Pediatrics Department, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Denise Homeyer
- Institute for Sport Medicine, Hannover Medical School, Hannover, Germany
| | | | | | | | | | - Bruno Ranchin
- Hôpital Femme Mère Enfant, Hospices Civils de Lyon & Université de Lyon, Lyon, France
| | | | - Uwe Tegtbur
- Institute for Sport Medicine, Hannover Medical School, Hannover, Germany
| | - Jeannine von der Born
- Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Ebru Yilmaz
- Sanliurfa Children's Hospital, Sanliurfa, Turkey
| | | | - Elke Wühl
- Center for Pediatrics and Adolescent Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Franz Schaefer
- Center for Pediatrics and Adolescent Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Anette Melk
- Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany.
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10
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Végh A, Bárczi A, Cseprekál O, Kis É, Kelen K, Török S, Szabó AJ, Reusz GS. Follow-Up of Blood Pressure, Arterial Stiffness, and GFR in Pediatric Kidney Transplant Recipients. Front Med (Lausanne) 2021; 8:800580. [PMID: 34977101 PMCID: PMC8716619 DOI: 10.3389/fmed.2021.800580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Accepted: 11/18/2021] [Indexed: 11/17/2022] Open
Abstract
Pediatric renal transplant recipients (RTx) were studied for longitudinal changes in blood pressure (BP), arterial stiffness by pulse wave velocity (PWV), and graft function. Patients and Methods: 52 RTx patients (22 males) were included; office BP (OBP) and 24 h BP monitoring (ABPM) as well as PWV were assessed together with glycemic and lipid parameters and glomerular filtration rate (GFR) at 2.4[1.0–4.7] (T1) and 9.3[6.3–11.8] years (T2) after transplantation (median [range]). Results: Hypertension was present in 67 and 75% of patients at T1 and T2, respectively. Controlled hypertension was documented in 37 and 44% by OBP and 40 and 43% by ABPM. Nocturnal hypertension was present in 35 and 30% at T1 and T2; 24 and 32% of the patients had masked hypertension, while white coat hypertension was present in 16 and 21% at T1 and T2, respectively. Blood pressure by ABPM correlated significantly with GFR and PWV at T2, while PWV also correlated significantly with T2 cholesterol levels. Patients with uncontrolled hypertension by ABPM had a significant decrease in GFR, although not significant with OBP. Anemia and increased HOMAi were present in ~20% of patients at T1 and T2. Conclusion: Pediatric RTx patients harbor risk factors that may affect their cardiovascular health. While we were unable to predict the evolution of renal function based on PWV and ABPM at T1, these risk factors correlated closely with GFR at follow-up suggesting that control of hypertension may have an impact on the evolution of GFR.
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Affiliation(s)
- Anna Végh
- First Department of Pediatrics Semmelweis University, Budapest, Hungary
| | - Adrienn Bárczi
- Medical Imaging Centre Semmelweis University, Budapest, Hungary
| | - Orsolya Cseprekál
- Department of Transplantation and Surgery Semmelweis University, Budapest, Hungary
| | - Éva Kis
- Gottsegen National Cardiovascular Center, Budapest, Hungary
| | - Kata Kelen
- First Department of Pediatrics Semmelweis University, Budapest, Hungary
| | - Szilárd Török
- Department of Transplantation and Surgery Semmelweis University, Budapest, Hungary
| | - Attila J. Szabó
- First Department of Pediatrics Semmelweis University, Budapest, Hungary
| | - György S. Reusz
- First Department of Pediatrics Semmelweis University, Budapest, Hungary
- *Correspondence: György S. Reusz
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11
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Abstract
Major advances have been made in the management of children with chronic kidney disease over the past 30 years. However, existing epidemiology data are primarily from kidney replacement therapy registries, and information available at earlier stages of chronic kidney disease is limited. The incidence and prevalence of chronic kidney disease stages 2 to 5 remain poorly understood. However, rare population-based studies suggest that the prevalence of all-stage chronic kidney disease may be as high as 1% of the pediatric population. Congenital disorders including congenital abnormalities of the kidney and urinary tract and hereditary nephropathies account for one-half to two-thirds of pediatric chronic kidney disease cases in middle and high-income countries, whereas acquired nephropathies seem to predominate in low-income countries. The progression of chronic kidney disease is slower in children with congenital disorders than in those with acquired nephropathy, particularly glomerular disease, resulting in a lower proportion of congenital abnormalities of the kidney and urinary tract as a cause of end-stage kidney disease compared to less advanced stages of chronic kidney disease. The incidence of kidney replacement therapy in the pediatric population ranged by country from 1 to 14 per million children of the same age in 2018 (approximately 8 per million children in France) in patients younger than 20 years. The prevalence of kidney replacement therapy in children under 20 years of age in 2018 ranged from 15-30 per million children in some Eastern European and Latin American countries to 100 per million children in Finland and the United States (56 per million children in France). Most children with end-stage kidney disease initiate kidney replacement therapy with dialysis (more frequently hemodialysis than peritoneal dialysis). In about 20% of cases, the initial kidney replacement therapy modality is a pre-emptive kidney transplantation. In high-income countries, 60-80% of prevalent children with end-stage kidney disease live with a functioning transplant (75% in France). While the survival of children with chronic kidney disease has continuously improved over time, mortality remains about 30 times higher than in the general pediatric population.
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Affiliation(s)
- Jérôme Harambat
- Unité de néphrologie pédiatrique, hôpital Pellegrin-Enfants, Centre hospitalier universitaire de Bordeaux, place Amélie Raba-Léon, 33076 Bordeaux, France; Université de Bordeaux, 146 rue Léo Saignat, 33076 Bordeaux, France.
| | - Iona Madden
- Unité de néphrologie pédiatrique, hôpital Pellegrin-Enfants, Centre hospitalier universitaire de Bordeaux, place Amélie Raba-Léon, 33076 Bordeaux, France; Université de Bordeaux, 146 rue Léo Saignat, 33076 Bordeaux, France
| | - Julien Hogan
- Service de néphrologie pédiatrique, hôpital Robert Debré, APHP, 48, boulevard Sérurier, 75019 Paris, France; Université Sorbonne Paris Cité, 48, boulevard Sérurier, 75019 Paris, France
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12
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An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients. Int J Mol Sci 2021; 22:ijms22115414. [PMID: 34063776 PMCID: PMC8196602 DOI: 10.3390/ijms22115414] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 05/11/2021] [Accepted: 05/17/2021] [Indexed: 01/29/2023] Open
Abstract
Calcineurin inhibitors are highly efficacious immunosuppressive agents used in pediatric kidney transplantation. However, calcineurin inhibitor nephrotoxicity (CNIT) has been associated with the development of chronic renal allograft dysfunction and decreased graft survival. This study evaluated 37 formalin-fixed paraffin-embedded biopsies from pediatric kidney transplant recipients using gene expression profiling. Normal allograft samples (n = 12) served as negative controls and were compared to biopsies exhibiting CNIT (n = 11). The remaining samples served as positive controls to validate CNIT marker specificity and were characterized by other common causes of graft failure such as acute rejection (n = 7) and interstitial fibrosis/tubular atrophy (n = 7). MiRNA profiles served as the platform for data integration. Oxidative phosphorylation and mitochondrial dysfunction were the top molecular pathways associated with overexpressed genes in CNIT samples. Decreased ATP synthesis was identified as a significant biological function in CNIT, while key toxicology pathways included NRF2-mediated oxidative stress response and increased permeability transition of mitochondria. An integrative analysis demonstrated a panel of 13 significant miRNAs and their 33 CNIT-specific gene targets involved with mitochondrial activity and function. We also identified a candidate panel of miRNAs/genes, which may serve as future molecular markers for CNIT diagnosis as well as potential therapeutic targets.
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13
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Charnaya O, Seifert M. Promoting cardiovascular health post-transplant through early diagnosis and adequate management of hypertension and dyslipidemia. Pediatr Transplant 2021; 25:e13811. [PMID: 32871051 DOI: 10.1111/petr.13811] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/18/2020] [Accepted: 07/13/2020] [Indexed: 12/17/2022]
Abstract
Despite correction of underlying solid organ failure by transplantation, pediatric transplant recipients still have increased mortality rates compared to the general pediatric population, in part due to increased cardiovascular risk. In particular, pediatric kidney and non-kidney transplant recipients with chronic kidney disease have significant cardiovascular risk that worsens with declining kidney function. Biomarkers associated with future cardiovascular risk such as casual and ambulatory hypertension, dyslipidemia, vascular stiffness and calcification, and left ventricular hypertrophy can be detected throughout the post-transplant period and in patients with stable kidney function. Among these, hypertension and dyslipidemia are two potentially modifiable cardiovascular risk factors that are highly prevalent in kidney and non-kidney pediatric transplant recipients. Standardized approaches to appropriate BP measurement and lipid monitoring are needed to detect and address these risk factors in a timely fashion. To achieve sustained improvement in cardiovascular health, clinicians should partner with patients and their caregivers to address these and other risk factors with a combined approach that integrates pharmacologic with non-pharmacologic approaches. This review outlines the scope and impact of hypertension and dyslipidemia in pediatric transplant recipients, with a particular focus on pediatric kidney transplantation given the high burden of chronic kidney disease-associated cardiovascular risk. We also review the current published guidelines for monitoring and managing abnormalities in blood pressure and lipids, highlighting the important role of therapeutic lifestyle changes in concert with antihypertensive and lipid-lowering medications.
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Affiliation(s)
- Olga Charnaya
- Department of Pediatrics, Johns Hopkins University, Baltimore, MD, USA
| | - Michael Seifert
- Department of Pediatrics, University of Alabama School of Medicine, Birmingham, AL, USA
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14
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Killian MO, Payrovnaziri SN, Gupta D, Desai D, He Z. Machine learning-based prediction of health outcomes in pediatric organ transplantation recipients. JAMIA Open 2021; 4:ooab008. [PMID: 34075353 PMCID: PMC7952224 DOI: 10.1093/jamiaopen/ooab008] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/08/2021] [Accepted: 02/15/2021] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES Prediction of post-transplant health outcomes and identification of key factors remain important issues for pediatric transplant teams and researchers. Outcomes research has generally relied on general linear modeling or similar techniques offering limited predictive validity. Thus far, data-driven modeling and machine learning (ML) approaches have had limited application and success in pediatric transplant outcomes research. The purpose of the current study was to examine ML models predicting post-transplant hospitalization in a sample of pediatric kidney, liver, and heart transplant recipients from a large solid organ transplant program. MATERIALS AND METHODS Various logistic regression, naive Bayes, support vector machine, and deep learning (DL) methods were used to predict 1-, 3-, and 5-year post-transplant hospitalization using patient and administrative data from a large pediatric organ transplant center. RESULTS DL models generally outperformed traditional ML models across organtypes and prediction windows with area under the receiver operating characteristic curve values ranging from 0.750 to 0.851. Shapley additive explanations (SHAP) were used to increase the interpretability of DL model results. Various medical, patient, and social variables were identified as salient predictors across organ types. DISCUSSION Results demonstrate the utility of DL modeling for health outcome prediction with pediatric patients, and its use represents an important development in the prediction of post-transplant outcomes in pediatric transplantation compared to prior research. CONCLUSION Results point to DL models as potentially useful tools in decision-support systems assisting physicians and transplant teams in identifying patients at a greater risk for poor post-transplant outcomes.
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Affiliation(s)
- Michael O Killian
- College of Social Work, Florida State University, Florida, USA
- College of Medicine, Florida State University, Florida, USA
| | | | - Dipankar Gupta
- Congenital Heart Center, Shands Children’s Hospital, University of Florida, Florida, USA
- Department of Pediatrics, UF College of Medicine, Gainesville, Florida, USA
| | - Dev Desai
- University of Texas Southwestern School of Medicine, Texas, USA
| | - Zhe He
- School of Information, College of Communication and Information, Florida State University, Florida, USA
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15
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Ying T, Shi B, Kelly PJ, Pilmore H, Clayton PA, Chadban SJ. Death after Kidney Transplantation: An Analysis by Era and Time Post-Transplant. J Am Soc Nephrol 2020; 31:2887-2899. [PMID: 32908001 DOI: 10.1681/asn.2020050566] [Citation(s) in RCA: 93] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 07/25/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Mortality risk after kidney transplantation can vary significantly during the post-transplant course. A contemporary assessment of trends in all-cause and cause-specific mortality at different periods post-transplant is required to better inform patients, clinicians, researchers, and policy makers. METHODS We included all first kidney-only transplant recipients from 1980 through 2018 from the Australia and New Zealand Dialysis and Transplant Registry. We compared adjusted death rates per 5-year intervals, using a piecewise exponential survival model, stratified by time post-transplant or time post-graft failure. RESULTS Of 23,210 recipients, 4765 died with a functioning graft. Risk of death declined over successive eras, at all periods post-transplant. Reductions in early deaths were most marked; however, recipients ≥10 years post-transplant were 20% less likely to die in the current era compared with preceding eras (2015-2018 versus 2005-2009, adjusted hazard ratio, 0.80; 95% confidence interval, 0.69 to 0.90). In 2015-2018, cardiovascular disease was the most common cause of death, particularly in months 0-3 post-transplant (1.18 per 100 patient-years). Cancer deaths were rare early post-transplant, but frequent at later time points (0.93 per 100 patient-years ≥10 years post-transplant). Among 3657 patients with first graft loss, 2472 died and were not retransplanted. Death was common in the first year after graft failure, and the cause was most commonly cardiovascular (50%). CONCLUSIONS Reductions in death early and late post-transplant over the past 40 years represent a major achievement. Reductions in cause-specific mortality at all time points post-transplant are also apparent. However, relatively greater reductions in cardiovascular death have increased the prominence of late cancer deaths.
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Affiliation(s)
- Tracey Ying
- Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Camperdown, Australia .,Kidney Node, Charles Perkins Centre, The University of Sydney, Sydney, Australia.,Australia and New Zealand Dialysis and Transplant (ANZDATA) Registry, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Bree Shi
- Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Camperdown, Australia .,Kidney Node, Charles Perkins Centre, The University of Sydney, Sydney, Australia.,Australia and New Zealand Dialysis and Transplant (ANZDATA) Registry, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Patrick J Kelly
- School of Public Health, The University of Sydney, Sydney, Australia
| | - Helen Pilmore
- Renal Department, Auckland City Hospital, Auckland, New Zealand
| | - Philip A Clayton
- Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Kidney Node, Charles Perkins Centre, The University of Sydney, Sydney, Australia.,Australia and New Zealand Dialysis and Transplant (ANZDATA) Registry, South Australian Health and Medical Research Institute, Adelaide, Australia.,Central Northern Adelaide Renal and Transplantation Service, Royal Adelaide Hospital, Adelaide, Australia.,Adelaide Medical School, University of Adelaide, Adelaide, Australia
| | - Steven J Chadban
- Renal Medicine, Kidney Centre, Royal Prince Alfred Hospital, Camperdown, Australia.,Kidney Node, Charles Perkins Centre, The University of Sydney, Sydney, Australia.,Australia and New Zealand Dialysis and Transplant (ANZDATA) Registry, South Australian Health and Medical Research Institute, Adelaide, Australia
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16
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Seifert ME, Dahale DS, Kamel M, Winterberg PD, Barletta GM, Belsha CW, Chaudhuri A, Flynn JT, Garro R, George RP, Goebel JW, Kershaw DB, Matossian D, Misurac J, Nailescu C, Nguyen CR, Pearl M, Pollack A, Pruette CS, Singer P, VanSickle JS, Verghese P, Warady BA, Warmin A, Weng PL, Wickman L, Wilson AC, Hooper DK. The Improving Renal Outcomes Collaborative: Blood Pressure Measurement in Transplant Recipients. Pediatrics 2020; 146:peds.2019-2833. [PMID: 32518170 PMCID: PMC7329257 DOI: 10.1542/peds.2019-2833] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/11/2020] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Hypertension is highly prevalent in pediatric kidney transplant recipients and contributes to cardiovascular death and graft loss. Improper blood pressure (BP) measurement limits the ability to control hypertension in this population. Here, we report multicenter efforts from the Improving Renal Outcomes Collaborative (IROC) to standardize and improve appropriate BP measurement in transplant patients. METHODS Seventeen centers participated in structured quality improvement activities facilitated by IROC, including formal training in quality improvement methods. The primary outcome measure was the proportion of transplant clinic visits with appropriate BP measurement according to published guidelines. Prospective data were analyzed over a 12-week pre-intervention period and a 20-week active intervention period for each center and then aggregated as of the program-specific start date. We used control charts to quantify improvements across IROC centers. We applied thematic analysis to identify patterns and common themes of successful interventions. RESULTS We analyzed data from 5392 clinic visits. At baseline, BP was measured and documented appropriately at 11% of visits. Center-specific interventions for improving BP measurement included educating clinic staff, assigning specific team member roles, and creating BP tracking tools and alerts. Appropriate BP measurement improved throughout the 20-week active intervention period to 78% of visits. CONCLUSIONS We standardized appropriate BP measurement across 17 pediatric transplant centers using the infrastructure of the IROC learning health system and substantially improved the rate of appropriate measurement over 20 weeks. Accurate BP assessment will allow further interventions to reduce complications of hypertension in pediatric kidney transplant recipients.
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Affiliation(s)
- Michael E. Seifert
- Department of Pediatrics, University of Alabama and Children’s of Alabama, Birmingham, Alabama
| | - Devesh S. Dahale
- Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, Ohio
| | - Margret Kamel
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Pamela D. Winterberg
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia
| | | | - Craig W. Belsha
- Department of Pediatrics, Saint Louis University, St Louis, Missouri
| | - Abanti Chaudhuri
- Department of Pediatrics, Stanford University, Stanford, California
| | | | - Rouba Garro
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Roshan P. George
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia
| | | | - David B. Kershaw
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan
| | - Debora Matossian
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Jason Misurac
- Department of Pediatrics, University of Iowa, Iowa City, Iowa
| | - Corina Nailescu
- Riley Hospital for Children, Indiana University Health, Indianapolis, Indiana
| | - Christina R. Nguyen
- Children’s Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Meghan Pearl
- Mattel Children’s Hospital, University of California Los Angeles Health, Los Angeles, California
| | - Ari Pollack
- Seattle Children’s Hospital, Seattle, Washington
| | | | - Pamela Singer
- Cohen Children’s Medical Center, New Hyde Park, New York
| | | | - Priya Verghese
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | | | - Andrew Warmin
- Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, Ohio
| | - Patricia L. Weng
- Mattel Children’s Hospital, University of California Los Angeles Health, Los Angeles, California
| | - Larysa Wickman
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan
| | - Amy C. Wilson
- Department of Pediatrics, University of Iowa, Iowa City, Iowa
| | - David K. Hooper
- Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, Ohio
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17
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A Systematic Review for Variables to Be Collected in a Transplant Database for Improving Risk Prediction. Transplantation 2020; 103:2591-2601. [PMID: 30768569 DOI: 10.1097/tp.0000000000002652] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND This systematic review was commissioned to identify new variables associated with transplant outcomes that are not currently collected by the Organ Procurement and Transplantation Network (OPTN). METHODS We identified 81 unique studies including 1 193 410 patients with median follow-up of 36 months posttransplant, reporting 108 unique risk factors. RESULTS Most risk factors (104) were recipient related; few (4) were donor related. Most risk factors were judged to be practical and feasible to routinely collect. Relative association measures were small to moderate for most risk factors (ranging between 1.0 and 2.0). The strongest relative association measure for a heart transplant outcome with a risk factor was 8.6 (recipient with the previous Fontan operation), for a kidney transplant 2.8 (sickle cell nephropathy as primary cause of end-stage renal disease), for a liver transplant 14.3 (recipient serum ferritin >500 µg/L), and for a lung transplant 6.3 (Burkholderia cepacia complex infection for 1 y or less). OPTN may consider some of these 108 variables for future collection to enhance transplant research and clinical care. CONCLUSIONS Evidence-based approaches can be used to determine variables collected in databases and registries. Several candidate variables have been identified for OPTN.
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18
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Abstract
Organ transplantation as an option to overcome end-stage diseases is common in countries with advanced healthcare systems and is increasingly provided in emerging and developing countries. A review of the literature points to sex- and gender-based inequity in the field with differences reported at each step of the transplant process, including access to a transplantation waiting list, access to transplantation once waitlisted, as well as outcome after transplantation. In this review, we summarize the data regarding sex- and gender-based disparity in adult and pediatric kidney, liver, lung, heart, and hematopoietic stem cell transplantation and argue that there are not only biological but also psychological and socioeconomic issues that contribute to disparity in the outcome, as well as an inequitable access to transplantation for women and girls. Because the demand for organs has always exceeded the supply, the transplant community has long recognized the need to ensure equity and efficiency of the organ allocation system. In the spirit of equity and equality, the authors call for recognition of these inequities and the development of policies that have the potential to ensure that girls and women have equitable access to transplantation.
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19
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Amaral S. Secular Trends in Survival Outcomes of Kidney Transplantation for Children: Is the Future Bright Enough? Clin J Am Soc Nephrol 2020; 15:308-310. [PMID: 32096764 PMCID: PMC7057306 DOI: 10.2215/cjn.00370120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Sandra Amaral
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; and .,Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
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20
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Francis A, Johnson DW, Melk A, Foster BJ, Blazek K, Craig JC, Wong G. Survival after Kidney Transplantation during Childhood and Adolescence. Clin J Am Soc Nephrol 2020; 15:392-400. [PMID: 32075809 PMCID: PMC7057311 DOI: 10.2215/cjn.07070619] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 12/12/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND OBJECTIVES Survival in pediatric kidney transplant recipients has improved over the past five decades, but changes in cause-specific mortality remain uncertain. The aim of this retrospective cohort study was to estimate the associations between transplant era and overall and cause-specific mortality for child and adolescent recipients of kidney transplants. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Data were obtained on all children and adolescents (aged <20 years) who received their first kidney transplant from 1970 to 2015 from the Australian and New Zealand Dialysis and Transplant Registry. Mortality rates were compared across eras using Cox regression, adjusted for confounders. RESULTS A total of 1810 recipients (median age at transplantation 14 years, 58% male, 52% living donor) were followed for a median of 13.4 years. Of these, 431 (24%) died, 174 (40%) from cardiovascular causes, 74 (17%) from infection, 50 (12%) from cancer, and 133 (31%) from other causes. Survival rates improved over time, with 5-year survival rising from 85% for those first transplanted in 1970-1985 (95% confidence interval [95% CI], 81% to 88%) to 99% in 2005-2015 (95% CI, 98% to 100%). This was primarily because of reductions in deaths from cardiovascular causes (adjusted hazard ratio [aHR], 0.25; 95% CI, 0.08 to 0.68) and infections (aHR, 0.16; 95% CI, 0.04 to 0.70; both for 2005-2015 compared with 1970-1985). Compared with patients transplanted 1970-1985, mortality risk was 72% lower among those transplanted 2005-2015 (aHR, 0.28; 95% CI, 0.18 to 0.69), after adjusting for potential confounders. CONCLUSIONS Survival after pediatric kidney transplantation has improved considerably over the past four decades, predominantly because of marked reductions in cardiovascular- and infection-related deaths.
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Affiliation(s)
- Anna Francis
- School of Public Health, University of Sydney, Sydney, New South Wales, Australia; .,Child and Adolescent Renal Service, Children's Health Queensland, South Brisbane, Queensland, Australia
| | - David W Johnson
- Australasian Kidney Trials Network, University of Queensland, Queensland, Brisbane, Australia.,School of Medicine, Translational Research Institute, Queensland, Brisbane, Australia.,Department of Nephrology, Princess Alexandra Hospital, Queensland, Brisbane, Australia
| | - Anette Melk
- Department of Pediatric Nephrology, Hannover Medical School, Hannover, Germany
| | - Bethany J Foster
- Division of Nephrology, Department of Pediatrics, McGill University Faculty of Medicine, Montreal, Quebec, Canada
| | - Katrina Blazek
- School of Public Health, University of Sydney, Sydney, New South Wales, Australia
| | - Jonathan C Craig
- School of Medicine, Flinders University, Adelaide, South Australia, Australia; and
| | - Germaine Wong
- School of Public Health, University of Sydney, Sydney, New South Wales, Australia.,Centre for Transplant and Renal Research, Westmead Hospital, Westmead, New South Wales, Australia
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21
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Hamilton AJ, Casula A, Ben-Shlomo Y, Caskey FJ, Inward CD. The clinical epidemiology of young adults starting renal replacement therapy in the UK: presentation, management and survival using 15 years of UK Renal Registry data. Nephrol Dial Transplant 2019; 33:356-364. [PMID: 28339838 PMCID: PMC5837389 DOI: 10.1093/ndt/gfw444] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 11/28/2016] [Indexed: 01/09/2023] Open
Abstract
Background Clinical epidemiology data for young adults on renal replacement therapy (RRT) are lacking. While mostly transplanted, they have an increased risk of graft loss during young adulthood. Methods We combined the UK Renal Registry paediatric and adult databases to describe patient characteristics, transplantation and survival for young adults. We grouped patients 11–30 years of age starting RRT from 1999 to 2008 by age band and examined their course during 5 years of follow-up. Results The cohort (n = 3370) was 58% male, 79% white and 29% had glomerulonephritis. Half (52%) started RRT on haemodialysis (HD). Most (78%) were transplanted (18% pre-emptive, 61% as second modality); 11% were not listed for transplant. Transplant timing varied by age group. The deceased:living donor kidney transplant ratio was 2:1 for 11–<16 year olds and 1:1 otherwise. Median deceased donor transplant waiting times ranged from 6 months if <16 years of age to 17 months if ≥21 years. Overall 8% died, with being on dialysis and not transplant listed versus transplanted {hazard ratio [HR] 16.6 [95% confidence interval (CI) 10.8–25.4], P < 0.0001} and diabetes versus glomerulonephritis [HR 4.03 (95% CI 2.71–6.01), P < 0.0001] increasing mortality risk. Conclusions This study highlights the frequent use of HD and the importance of transplant listing and diabetes for young adults. More than half the young adults in our cohort started renal replacement therapy on HD. One in 10 young adults were not listed for transplant by 5 years and were ∼20 times more likely to die than those who were transplanted. Diabetes as a primary renal disease was common among young adults and associated with increased mortality. Overall, almost 1 in 10 young adults had died by 5 years from the start of RRT.
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Affiliation(s)
- Alexander J Hamilton
- UK Renal Registry, Bristol BS10 5NB, UK.,School of Social and Community Medicine, University of Bristol, Room 1.13/1.14, Canynge Hall, 39 Whatley Road, Bristol BS8 2PS, UK
| | | | - Yoav Ben-Shlomo
- School of Social and Community Medicine, University of Bristol, Room 1.13/1.14, Canynge Hall, 39 Whatley Road, Bristol BS8 2PS, UK
| | - Fergus J Caskey
- UK Renal Registry, Bristol BS10 5NB, UK.,School of Social and Community Medicine, University of Bristol, Room 1.13/1.14, Canynge Hall, 39 Whatley Road, Bristol BS8 2PS, UK
| | - Carol D Inward
- Bristol Royal Hospital for Children, Bristol BS2 8BJ, UK
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22
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Meyers MR, Shults J, Laskin B, Porrett P, Levine M, Abt P, Amaral S, Goldberg DS. Use of public health service increased risk kidneys in pediatric renal transplant recipients. Pediatr Transplant 2019; 23:e13405. [PMID: 31271263 PMCID: PMC7197411 DOI: 10.1111/petr.13405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 02/13/2019] [Indexed: 11/30/2022]
Abstract
With the opioid epidemic and expansion of "IR" classification, 25% of deceased donors are categorized PHS-IR. Studies have assessed utilization of PHS-IR organs among adults, but little is known about pediatric recipients. This retrospective cohort study from 2004-2016 (IR period) aimed to: (a) assess IR kidney utilization patterns between adults and children; (b) identify recipient factors associated with transplant from IR donors among pediatric kidney recipients; and (c) determine geography's role in IR kidney utilization for children. The proportion of pediatric recipients receiving IR kidneys was significantly lower than adults (P < 0.001), even when stratified by donor mechanism of death (non-overdose/overdose) and era. In mixed effects models accounting for clustering within centers and regions, older recipient age, later era (post-PHS-IR expansion), and blood type were associated with significantly higher odds of receiving an IR kidney (17 years era 5: OR 5.16 [CI 2.05-13.1] P < 0.001; 18-21 years era 5: OR 2.72 [CI 1.05-7.06] P = 0.04; blood type O: OR 1.32 [CI 1.06-1.64] P = 0.013). The median odds ratio for center within region was 1.77 indicating that when comparing two patients in a region, the odds of receiving an IR kidney were 77% higher for a patient from a center with higher likelihood of receiving an IR kidney. Utilization of PHS-IR kidneys is significantly lower among pediatric recipients versus adult counterparts. More work is needed to understand the reasons for these differences in children in order to continue their access to this life-prolonging therapy.
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Affiliation(s)
- Melissa R. Meyers
- The Children’s Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA,Department of Biostatistics, Epidemiology, and Informatics; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Justine Shults
- The Children’s Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA,Department of Biostatistics, Epidemiology, and Informatics; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Benjamin Laskin
- The Children’s Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Paige Porrett
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Matthew Levine
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Peter Abt
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Sandra Amaral
- The Children’s Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA,Department of Biostatistics, Epidemiology, and Informatics; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - David S. Goldberg
- Department of Biostatistics, Epidemiology, and Informatics; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA,Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Mehrabi A, Golriz M, Khajeh E, Ghamarnejad O, Kulu Y, Wiesel M, Müller T, Majlesara A, Schmitt CP, Tönshoff B. Surgical outcomes after pediatric kidney transplantation at the University of Heidelberg. J Pediatr Urol 2019; 15:221.e1-221.e8. [PMID: 30795985 DOI: 10.1016/j.jpurol.2019.01.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 01/09/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Kidney transplantation (KTx) is the treatment of choice for children with end-stage renal disease (ESRD). OBJECTIVE An update of 48 years of surgical experience with pediatric KTx (PKTx) is presented, and the results between recipients of organs from deceased donors (DDs) and living donors (LDs) are compared. STUDY DESIGN All patients younger than 18 years who underwent KTx between 1967 and 2015 were evaluated. Data from 540 PKTx operations (409 DD and 131 LD) were obtained from the transplant center database. Peri-operative data and graft and patient survival were analyzed in the DD and LD groups. RESULTS Fewer recipients in the LD group underwent dialysis before PKTx than those in the DD group (50.8% in LD vs. 94.9% in DD, P < 0.001). The mean duration of dialysis (DD: 798 ± 525 days vs. LD: 625 ± 650 days, P = 0.03), time on the waiting list (DD: 472 ± 435 days vs. LD: 120 ± 243 days, P < 0.001), cold ischemia time (CIT) (DD: 1206 ± 368 min vs. LD: 140 ± 63 min, P < 0.001), operation time, and hospital stay were lower in the LD group. Except for arterial stenosis, the rates of postoperative vascular and urological complications were not different between the two groups. The cumulative 25-year graft and patient survival rates were 46.4% and 84.1% in the DD group and 76.5% and 96.1% in the LD group, respectively. DISCUSSION PKTx is the treatment of choice for children with ESRD. Graft quality has a direct impact on KTx outcome and rate of graft failure. Better HLA compatibility and shorter CIT reduce the impairment of graft function after LD PKTx. In addition, Establishment of an interdisciplinary approach using an individualized risk assessment and prevention model can improve PKTx outcomes. CONCLUSION Compared with DD PKTx, LD PKTx has better graft survival associated with a shorter duration of preceding dialysis, waiting time, and CIT and seems to be more beneficial for children.
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Affiliation(s)
- A Mehrabi
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany.
| | - M Golriz
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - E Khajeh
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - O Ghamarnejad
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Y Kulu
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - M Wiesel
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - T Müller
- Department of Anesthesiology, University of Heidelberg, Heidelberg, Germany
| | - A Majlesara
- Department of General, Visceral, and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - C P Schmitt
- Division of Pediatric Nephrology, Centre for Pediatric and Adolescent Medicine, Heidelberg, Germany
| | - B Tönshoff
- Department of Pediatrics I, University Children's Hospital Heidelberg, Heidelberg, Germany
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Weaver DJ, Mitsnefes M. Cardiovascular Disease in Children and Adolescents With Chronic Kidney Disease. Semin Nephrol 2019; 38:559-569. [PMID: 30413251 DOI: 10.1016/j.semnephrol.2018.08.002] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The lifespan of children with advanced chronic kidney disease (CKD), although improved over the past 2 decades, remains low compared with the general pediatric population. Similar to adults with CKD, cardiovascular disease accounts for a majority of deaths in children with CKD because these patients have a high prevalence of traditional and uremia-related risk factors for cardiovascular disease. The cardiovascular alterations that cause these terminal events begin early in pediatric CKD. Initially, these act to maintain hemodynamic homeostasis. However, as the disease progresses, these modifications are unable to sustain cardiovascular function in the long term, leading to left ventricular failure, depressed cardiorespiratory fitness, and sudden death. In this review, we discuss the prevalence of the risk factors associated with cardiovascular disease in pediatric patients with CKD, the pathophysiology that stimulates these changes, the cardiac and vascular adaptations that occur in these patients, and management of the cardiovascular risk in these patients.
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Affiliation(s)
- Donald J Weaver
- Division of Nephrology and Hypertension, Levine Children's Hospital, Charlotte, NC
| | - Mark Mitsnefes
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
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Early Effects of Renal Replacement Therapy on Cardiovascular Comorbidity in Children With End-Stage Kidney Disease: Findings From the 4C-T Study. Transplantation 2018; 102:484-492. [PMID: 28926375 DOI: 10.1097/tp.0000000000001948] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND The early impact of renal transplantation on subclinical cardiovascular measures in pediatric patients has not been widely investigated. This analysis is performed for pediatric patients participating in the prospective cardiovascular comorbidity in children with chronic kidney disease study and focuses on the early effects of renal replacement therapy (RRT) modality on cardiovascular comorbidity in patients receiving a preemptive transplant or started on dialysis. METHODS We compared measures indicating subclinical cardiovascular organ damage (aortal pulse wave velocity, carotid intima media thickness, left ventricular mass index) and evaluated cardiovascular risk factors in 166 pediatric patients before and 6 to 18 months after start of RRT (n = 76 transplantation, n = 90 dialysis). RESULTS RRT modality had a significant impact on the change in arterial structure and function: compared to dialysis treatment, transplantation was independently associated with decreases in pulse wave velocity (ß = -0.67; P < 0.001) and intima media thickness (ß = -0.40; P = 0.008). Independent of RRT modality, an increase in pulse wave velocity was associated with an increase in diastolic blood pressure (ß = 0.31; P < 0.001). Increasing intima media thickness was associated with a larger increase in body mass index (ß = 0.26; P = 0.003) and the use of antihypertensive agents after RRT (ß = 0.41; P = 0.007). Changes in left ventricular mass index were associated with changes in systolic blood pressure (ß = 1.47; P = 0.01). CONCLUSIONS In comparison with initiating dialysis, preemptive transplantation prevented further deterioration of the subclinical vascular organ damage early after transplantation. Classic cardiovascular risk factors, such as hypertension and obesity are of major importance for the development of cardiovascular organ damage after renal transplantation.
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Foster BJ, Mitsnefes MM, Dahhou M, Zhang X, Laskin BL. Changes in Excess Mortality from End Stage Renal Disease in the United States from 1995 to 2013. Clin J Am Soc Nephrol 2018; 13:91-99. [PMID: 29242373 PMCID: PMC5753309 DOI: 10.2215/cjn.04330417] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 10/26/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES Individuals with ESRD have a very high risk of death. Although mortality rates have decreased over time in ESRD, it is unknown if improvements merely reflect parallel increases in general population survival. We, therefore, examined changes in the excess risk of all-cause mortality-over and above the risk in the general population-among people treated for ESRD in the United States from 1995 to 2013. We hypothesized that the magnitude of change in the excess risk of death would differ by age and RRT modality. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS We used time-dependent relative survival models including data from persons with incident ESRD as recorded in the US Renal Data System and age-, sex-, race-, and calendar year-specific general population mortality rates from the Centers for Disease Control and Prevention. We calculated relative excess risks (analogous to hazard ratios) to examine the association between advancing calendar time and the primary outcome of all-cause mortality. RESULTS We included 1,938,148 children and adults with incident ESRD from 1995 to 2013. Adjusted relative excess risk per 5-year increment in calendar time ranged from 0.73 (95% confidence interval, 0.69 to 0.77) for 0-14 year olds to 0.88 (95% confidence interval, 0.88 to 0.88) for ≥65 year olds, meaning that the excess risk of ESRD-related death decreased by 12%-27% over any 5-year interval between 1995 and 2013. Decreases in excess mortality over time were observed for all ages and both during treatment with dialysis and during time with a functioning kidney transplant (year by age and year by renal replacement modality interactions were both P<0.001), with the largest relative improvements observed for the youngest persons with a functioning kidney transplant. Absolute decreases in excess ESRD-related mortality were greatest for the oldest persons. CONCLUSIONS The excess risk of all-cause mortality among people with ESRD, over and above the risk in the general population, decreased significantly between 1995 and 2013 in the United States.
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Affiliation(s)
- Bethany J. Foster
- Research Institute of the McGill University Health Centre
- Division of Nephrology, Department of Pediatrics, and
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Mark M. Mitsnefes
- Division of Nephrology and Hypertension, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio; and
| | - Mourad Dahhou
- Research Institute of the McGill University Health Centre
| | - Xun Zhang
- Research Institute of the McGill University Health Centre
| | - Benjamin L. Laskin
- Division of Nephrology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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27
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Chesnaye NC, van Stralen KJ, Bonthuis M, Harambat J, Groothoff JW, Jager KJ. Survival in children requiring chronic renal replacement therapy. Pediatr Nephrol 2018; 33:585-594. [PMID: 28508132 PMCID: PMC5859702 DOI: 10.1007/s00467-017-3681-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 03/21/2017] [Accepted: 04/12/2017] [Indexed: 01/19/2023]
Abstract
Survival in the pediatric end-stage renal disease (ESRD) population has improved substantially over recent decades. Nonetheless, mortality remains at least 30 times higher than that of healthy peers. Patient survival is multifactorial and dependent on various patient and treatment characteristics and degree of economic welfare of the country in which a patient is treated. In this educational review, we aim to delineate current evidence regarding mortality risk in the pediatric ESRD population and provide pediatric nephrologists with up-to-date information required to counsel affected families.
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Affiliation(s)
- Nicholas C Chesnaye
- ESPN/ERA-EDTA Registry, Department of Medical Informatics, Academic Medical Center, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands.
| | | | - Marjolein Bonthuis
- ESPN/ERA-EDTA Registry, Department of Medical Informatics, Academic Medical Center, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
| | - Jérôme Harambat
- Department of Pediatrics, Bordeaux University Hospital and INSERM U1219, Bordeaux, France
| | - Jaap W Groothoff
- Department of Pediatric Nephrology, Emma Children's Hospital AMC, Amsterdam, Netherlands
| | - Kitty J Jager
- ESPN/ERA-EDTA Registry, Department of Medical Informatics, Academic Medical Center, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands
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Tian J, Niu L, An X. Cardiovascular risks in chronic kidney disease pediatric patients. Exp Ther Med 2017; 14:4615-4619. [PMID: 29201159 PMCID: PMC5704347 DOI: 10.3892/etm.2017.5117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 09/14/2017] [Indexed: 11/10/2022] Open
Abstract
One of the common factors for the premature death in children is advanced chronic kidney disease (CKD). Most often cardiovascular disease (CVD) is the reason for mortality. The cardiovascular (CV) morbidity starts early in the disease process and renal transplanted children (CKD-T) are also at risk. The present review is focused on the current views of the cardiovascular risks during CKD in pediatric patients. Variable data sources for the latest literature collection were explored which mainly included PubMed and Google Scholar. The most important risk factors for subclinical CVD were a young age, elevated BMI and systolic blood pressure z-scores as well as a low GFR and present albuminuria. Increasing blood pressure and BMI over follow-up were also important cardiac risk factors longitudinally. The present review concludes that altered cardiac function and remodeling are a concurrent part of the CKD process, start early in the disease development, and persist after renal transplantation. The findings suggest that children with CKD or CKD-T are at high risk for future CVD where younger patients with elevated BMI and slightly increased blood pressures, as well as present albuminuria, are those at greatest risk, thus indicating targets for future interventions.
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Affiliation(s)
- Jing Tian
- Department of Pediatric Internal Medicine, Xuzhou Children's Hospital, Xuzhou, Jiangsu 221002, P.R. China
| | - Ling Niu
- Department of Pediatric Internal Medicine, Xuzhou Children's Hospital, Xuzhou, Jiangsu 221002, P.R. China
| | - Xinjiang An
- Department of Pediatric Internal Medicine, Xuzhou Children's Hospital, Xuzhou, Jiangsu 221002, P.R. China
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29
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Factors associated with cardiovascular target organ damage in children after renal transplantation. Pediatr Nephrol 2017; 32:2143-2154. [PMID: 28804814 DOI: 10.1007/s00467-017-3771-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 07/12/2017] [Accepted: 07/13/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Cardiovascular disease is the second-most common cause of death in pediatric renal transplant recipients. The aim of this study was to evaluate subclinical cardiovascular target organ damage defined as the presence of arterio- and atherosclerotic lesions and cardiac remodeling and to analyze contributing risk factors in a large cohort of children after renal transplantation (RT). METHODS A total of 109 children aged 13.1 ± 3.3 years who had undergone RT at one of three German transplant centers were enrolled in this study. Patients had been transplanted a mean of 5.5 (±4.0) years prior to being enrolled in the study. Anthropometric data, laboratory values and office- and 24-h ambulatory blood pressure monitoring (ABPM) were evaluated. Cardiovascular target organ damage was determined through non-invasive measurements of aortic pulse wave velocity (PWV), carotid intima-media thickness (IMT) and left ventricular mass (LVM). RESULTS Elevated PWV or IMT values were detected in 22 and 58% of patients, respectively. Left ventricular hypertrophy was found in as many as 43% of patients. The prevalence of uncontrolled or untreated hypertension was 41%, of which 16% of cases were only detected by ABPM measurements. In the multivariable analysis, higher diastolic blood pressure, everolimus intake and lower estimated glomerular filtration rate were independently associated with high PWV. Higher systolic blood pressure and body mass index were associated with elevated LVM. CONCLUSIONS Our results showed an alarming burden of cardiovascular subclinical organ damage in children after RT. Hypertension, obesity, immunosuppressive regimen and renal function emerged as independent risk factors of organ damage. Whereas the latter is not modifiable, the results of our study strongly indicate that the management of children after RT should focus on the control of blood pressure and weight.
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30
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Abstract
Since first performed in 1954, kidney transplantation has evolved as the preferred long-term treatment of children with end stage renal disease (ESRD). The etiology of chronic kidney disease (CKD) and ESRD in children is broad and can be quite complicated, necessitating a multidisciplinary team to adequately care for these patients and their myriad needs. Precise surgical techniques and modern protocols for immunosuppression provide excellent long-term patient and graft survival. This article reviews the many etiologies of renal failure in the pediatric population focusing on those most commonly leading to the need for kidney transplantation. The processes of evaluation, kidney transplantation, short-term and long-term complications, as well as long-term outcomes are also reviewed.
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Affiliation(s)
- Jonathan P Roach
- Division of Pediatric Surgery, Department of Surgery, Children's Hospital Colorado, University of Colorado School of Medicine, 3123 East 16th Ave, Aurora, Colorado 80045.
| | - Margret E Bock
- Section of Nephrology, Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
| | - Jens Goebel
- Section of Nephrology, Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
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31
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Francis A, Didsbury M, Lim WH, Kim S, White S, Craig JC, Wong G. The impact of socioeconomic status and geographic remoteness on access to pre-emptive kidney transplantation and transplant outcomes among children. Pediatr Nephrol 2016; 31:1011-9. [PMID: 26692022 DOI: 10.1007/s00467-015-3279-z] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2015] [Revised: 11/06/2015] [Accepted: 11/10/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Low socioeconomic status (SES) and geographic disparity have been associated with worse outcomes and poorer access to pre-emptive transplantation in the adult end-stage kidney disease (ESKD) population, but little is known about their impact in children with ESKD. The aim of our study was to determine whether access to pre-emptive transplantation and transplant outcomes differ according to SES and geographic remoteness in Australia. METHODS Using data from the Australia and New Zealand Dialysis and Transplant Registry (1993-2012), we compared access to pre-emptive transplantation, the risk of acute rejection and graft failure, based on SES and geographic remoteness among Australian children with ESKD (≤ 18 years), using adjusted logistic and Cox proportional hazard modelling. RESULTS Of the 768 children who commenced renal replacement therapy, 389 (50.5%) received living donor kidney transplants and 28.5% of these (111/389) were pre-emptive. There was no significant association between SES quintiles and access to pre-emptive transplantation, acute rejection or allograft failure. Children residing in regional or remote areas were 35% less likely to receive a pre-emptive transplant compared to those living in major cities [adjusted odds ratio (OR) 0.65, 95% confidence interval (CI) 0.45-1.0]. There was no significant association between geographic disparity and acute rejection (adjusted OR 1.03, 95% CI 0.68-1.57) or graft loss (adjusted hazard ratio 1.05, 95% CI 0.74-1.41). CONCLUSIONS In Australia, children from regional or remote regions are much less likely to receive pre-emptive kidney transplantation. Strategies such as improved access to nephrology services through expanding the scope of outreach clinics, and support for regional paediatricians to promote early referral may ameliorate this inequity.
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Affiliation(s)
- Anna Francis
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia, 2006
| | - Madeleine Didsbury
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia, 2006
| | - Wai H Lim
- Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Siah Kim
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia, 2006
| | - Sarah White
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia, 2006
| | - Jonathan C Craig
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia, 2006
| | - Germaine Wong
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia, 2006.
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32
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Reusz G, Cseprekal O, Degi A, Kis E. Subclinical cardiovascular changes in pediatric solid organ transplant recipients. Pediatr Transplant 2016; 20:482-4. [PMID: 27122060 DOI: 10.1111/petr.12718] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- George Reusz
- Ist Department of Paediatrics, Semmelweis University Budapest, Budapest, Hungary.
| | - Orsolya Cseprekal
- Department of Transplantation and Surgery, Semmelweis University, Budapest, Hungary
| | - Arianna Degi
- Ist Department of Paediatrics, Semmelweis University Budapest, Budapest, Hungary
| | - Eva Kis
- Gottsegen György National Institute of Cardiology, Budapest, Hungary
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33
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Seifert ME, Ashoor IF, Chiang ML, Chishti AS, Dietzen DJ, Gipson DS, Janjua HS, Selewski DT, Hruska KA. Fibroblast growth factor-23 and chronic allograft injury in pediatric renal transplant recipients: a Midwest Pediatric Nephrology Consortium study. Pediatr Transplant 2016; 20:378-87. [PMID: 26880121 PMCID: PMC4818682 DOI: 10.1111/petr.12682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/11/2016] [Indexed: 11/30/2022]
Abstract
The chronic kidney disease-mineral bone disorder (CKD-MBD) produces fibroblast growth factor-23 (FGF-23) and related circulating pathogenic factors that are strongly associated with vascular injury and declining kidney function in native CKD. Similarly, chronic renal allograft injury (CRAI) is characterized by vascular injury and declining allograft function in transplant CKD. We hypothesized that circulating CKD-MBD factors could serve as non-invasive biomarkers of CRAI. We conducted a cross-sectional, multicenter case-control study. Cases (n = 31) had transplant function >20 mL/min/1.73 m(2) and biopsy-proven CRAI. Controls (n = 31) had transplant function >90 mL/min/1.73 m(2) and/or a biopsy with no detectable abnormality in the previous six months. We measured plasma CKD-MBD factors at a single time point using ELISA. Median (range) FGF23 levels were over twofold higher in CRAI vs. controls [106 (10-475) pg/mL vs. 45 (8-91) pg/mL; p < 0.001]. FGF23 levels were inversely correlated with transplant function (r(2) = -0.617, p < 0.001). Higher FGF23 levels were associated with increased odds of biopsy-proven CRAI after adjusting for transplant function, clinical, and demographic factors [OR (95% CI) 1.43 (1.23, 1.67)]. Relationships between additional CKD-MBD factors and CRAI were attenuated in multivariable models. Higher FGF23 levels were independently associated with biopsy-proven CRAI in children.
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Affiliation(s)
- Michael E. Seifert
- Department of Pediatrics, Division of Pediatric Nephrology, Southern Illinois University, Springfield, IL
,Department of Pediatrics, Washington University, St. Louis, MO
| | - Isa F. Ashoor
- Division of Nephrology, Children’s Hospital of New Orleans, New Orleans, LA
| | - Myra L. Chiang
- Department of Pediatrics, West Virginia University, Charleston, WV
| | - Aftab S. Chishti
- Division of Nephrology, Hypertension & Renal Transplantation, University of Kentucky, Lexington, KY
| | | | - Debbie S. Gipson
- Division of Nephrology, C.S. Mott Children’s Hospital and University of Michigan, Ann Arbor, MI
| | - Halima S. Janjua
- Center for Pediatric Nephrology, Cleveland Clinic Children’s Hospital and Case Western Reserve University, Cleveland, OH
| | - David T. Selewski
- Division of Nephrology, C.S. Mott Children’s Hospital and University of Michigan, Ann Arbor, MI
| | - Keith A. Hruska
- Department of Pediatrics, Washington University, St. Louis, MO
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Ku E, Glidden DV, Hsu CY, Portale AA, Grimes B, Johansen KL. Association of Body Mass Index with Patient-Centered Outcomes in Children with ESRD. J Am Soc Nephrol 2015; 27:551-8. [PMID: 26054540 DOI: 10.1681/asn.2015010008] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 04/24/2015] [Indexed: 12/17/2022] Open
Abstract
Obesity is associated with less access to transplantation among adults with ESRD. To examine the association between body mass index at ESRD onset and survival and transplantation in children, we performed a retrospective analysis of children ages 2-19 years old beginning RRT from 1995 to 2011 using the US Renal Data System. Among 13,172 children, prevalence of obesity increased from 14% to 18%, whereas prevalence of underweight decreased from 12% to 9% during this period. Over a median follow-up of 7.0 years, 10,004 children had at least one kidney transplant, and 1675 deaths occurred. Risk of death was higher in obese (hazard ratio [HR], 1.17; 95% confidence interval [95% CI], 1.03 to 1.32) and underweight (HR, 1.26; 95% CI, 1.09 to 1.47) children than children with normal body mass indices. Obese and underweight children were less likely to receive a kidney transplant (HR, 0.92; 95% CI, 0.87 to 0.97; HR, 0.83; 95% CI, 0.78 to 0.89, respectively). Obese children had lower odds of receiving a living donor transplant (odds ratio, 0.85; 95% CI, 0.74 to 0.98) if the transplant occurred within 18 months of ESRD onset. Adjustment for transplant in a time-dependent Cox model attenuated the higher risk of death in obese but not underweight children (HR, 1.09; 95% CI, 0.96 to 1.24). Lower rates of kidney transplantation may, therefore, mediate the higher risk of death in obese children with ESRD. The increasing prevalence of obesity among children starting RRT may impede kidney transplantation, especially from living donors.
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Affiliation(s)
- Elaine Ku
- Division of Nephrology, Department of Medicine, Division of Pediatric Nephrology, Department of Pediatrics, and
| | - David V Glidden
- Department of Biostatistics and Epidemiology, University of California, San Francisco, California
| | | | | | - Barbara Grimes
- Department of Biostatistics and Epidemiology, University of California, San Francisco, California
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35
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Abstract
Early kidney transplant results in children lagged behind corresponding
results in adults. Multiple advances over the last three decades have eliminated
that gap. Most children now have equal or superior long-term allograft and
patient survival compared to adult recipients. However, black children in the
USA continue to have comparatively inferior allograft survival results to
non-black children, even after extensive adjustments for socioeconomic status
and access to transplantation.
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36
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Seifert ME, Mannon RB. Modernization of Chronic Allograft Injury Research: Better Biomarkers, Better Studies, Better Outcomes. CLINICAL TRANSPLANTS 2015; 31:211-225. [PMID: 28514583 PMCID: PMC6437558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Despite dramatic improvements in acute rejection rates and short-term allograft survival, long-term allograft survival remains unchanged in the modern era, largely due to chronic allograft injury, a progressive disease that is common across all solid organ transplantation but has no proven treatment. Studies of novel diagnostic and therapeutic strategies for chronic allograft injury have been relatively sparse, in part due to the time and expense required to conduct traditional long-term clinical studies of a variably progressive disease. In this article, we review the pathophysiology of chronic allograft injury, including recent insights into key mechanisms of the disease. We discuss the barriers to progress in chronic allograft injury research and present alternative approaches to study design that could accelerate improvements in diagnosis, prevention, or treatment of the disease. We integrate these approaches with emerging biomarkers and surrogate endpoints into a model clinical study of chronic renal allograft injury, providing a framework for modern study design in solid organ transplantation.
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Affiliation(s)
- Michael E Seifert
- Department of Pediatrics, University of Alabama at Birmingham School of Medicine, Birmingham, AL
| | - Roslyn B Mannon
- Department of Medicine, University of Alabama at Birmingham School of Medicine, Birmingham, AL
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