Abstract:The prevalence of end-stage renal disease (ESRD) and the number of kidney transplants performed continues to rise every year, straining the procurement of deceased and living kidney allografts and health systems. Genome-wide genotyping and sequencing of diseased populations have uncovered genetic contributors in substantial proportions of ESRD patients. A number of these discoveries are beginning to be utilized in risk stratification and clinical management of patients. Specifically, genetics can provide insig… Show more
“…101 Accordingly, success has been limited in identifying common kidney disease susceptibility variants in individual observational studies of adult [102][103][104][105] and pediatric [106][107][108] CKD. Conference participants therefore recognized the importance of collaborative consortia, such as the Chronic Kidney Disease Genetics Consortium (CKDGen), 11,109 Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, 66,110 International Genetics & Translational Research in Transplantation Network (iGeneTRAiN), 111 and Continental Origins and Genetic Epidemiology Network (COGENT) Kidney Consortium, 112,113 that aggregate and harmonize genetic and phenotypic data across multiple studies for combined genetic discovery. In addition to enlarging sample size and providing a platform for replication studies, expanding consortia to international sites can enable studies of more ancestrally and geographically diverse populations.…”
Section: Genomic Discovery and Implications For Chronic Kidney Diseasesmentioning
“…101 Accordingly, success has been limited in identifying common kidney disease susceptibility variants in individual observational studies of adult [102][103][104][105] and pediatric [106][107][108] CKD. Conference participants therefore recognized the importance of collaborative consortia, such as the Chronic Kidney Disease Genetics Consortium (CKDGen), 11,109 Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, 66,110 International Genetics & Translational Research in Transplantation Network (iGeneTRAiN), 111 and Continental Origins and Genetic Epidemiology Network (COGENT) Kidney Consortium, 112,113 that aggregate and harmonize genetic and phenotypic data across multiple studies for combined genetic discovery. In addition to enlarging sample size and providing a platform for replication studies, expanding consortia to international sites can enable studies of more ancestrally and geographically diverse populations.…”
Section: Genomic Discovery and Implications For Chronic Kidney Diseasesmentioning
“…Results from the International Genetics and Translational Research in Transplantation Network, a multisite consortium (n = 28 015) with adequate power to capture both rare and common genetic contributions to ESRD and posttransplant outcomes is expected soon. 150 …”
Abstract.
Desirable outcomes including rejection- and infection-free kidney transplantation are not guaranteed despite current strategies for immunosuppression and using prophylactic antimicrobial medications. Graft survival depends on factors beyond human leukocyte antigen matching such as the level of immunosuppression, infections, and management of other comorbidities. Risk stratification of transplant patients based on predisposing genetic modifiers and applying precision pharmacotherapy may help improving the transplant outcomes. Unlike certain fields such as oncology in which consistent attempts are being carried out to move away from the “error and trial approach,” transplant medicine is lagging behind in implementing personalized immunosuppressive therapy. The need for maintaining a precarious balance between underimmunosuppression and overimmunosuppression coupled with adverse effects of medications calls for a gene-based guidance for precision pharmacotherapy in transplantation. Technologic advances in molecular genetics have led to increased accessibility of genetic tests at a reduced cost and have set the stage for widespread use of gene-based therapies in clinical care. Evidence-based guidelines available for precision pharmacotherapy have been proposed, including guidelines from Clinical Pharmacogenetics Implementation Consortium, the Pharmacogenomics Knowledge Base National Institute of General Medical Sciences of the National Institutes of Health, and the US Food and Drug Administration. In this review, we discuss the implications of pharmacogenetics and potential role for genetic variants-based risk stratification in kidney transplantation. A single score that provides overall genetic risk, a polygenic risk score, can be achieved by combining of allograft rejection/loss-associated variants carried by an individual and integrated into practice after clinical validation.
“…Such approaches are anticipated to save time for the clinical care team by decreasing the amount of data they need to examine and they may only need to consult via telemedicine with the patients/parents whose smartwatches trigger a sustained high confidence alert. Additional recruitments of heart, liver, and lung pediatric transplant recipients are also underway through sites in the International Genetics & Translational Research in Transplantation Network (iGeneTRAiN) [43,44], and details and resource related to the wearable studies are continuously updated 56.…”
Section: Recruitment and Deployment Of Wearables In Infectious Diseasementioning
The increasing global prevalence of SARS-CoV-2 and the resulting COVID-19 disease pandemic pose significant concerns for clinical management of solid organ transplant recipients (SOTR). Wearable devices that can measure physiologic changes in biometrics including heart rate, heart rate variability, body temperature, respiratory, activity (such as steps taken per day) and sleep patterns, and blood oxygen saturation show utility for the early detection of infection before clinical presentation of symptoms. Recent algorithms developed using preliminary wearable datasets show that SARS-CoV-2 is detectable before clinical symptoms in >80% of adults. Early detection of SARS-CoV-2, influenza, and other pathogens in SOTR, and their household members, could facilitate early interventions such as self-isolation and early clinical management of relevant infection(s). Ongoing studies testing the utility of wearable devices such as smartwatches for early detection of SARS-CoV-2 and other infections in the general population are reviewed here, along with the practical challenges to implementing these processes at scale in pediatric and adult SOTR, and their household members. The resources and logistics, including transplant-specific analyses pipelines to account for confounders such as polypharmacy and comorbidities, required in studies of pediatric and adult SOTR for the robust early detection of SARS-CoV-2, and other infections are also reviewed.
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