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Prediction of medication non-adherence and associated outcomes in pediatric kidney transplant recipients
- Source :
- Pediatric transplantation. 19(5)
- Publication Year :
- 2015
-
Abstract
- Studies have continued to evaluate risk factors associated with post-transplant non-adherence in pediatric patients. However, many of these studies fail to evaluate how risk factors can be utilized to predict MNA. The aims of this study were to (i) determine salient risk factors associated with MNA to develop an adequate predictive risk model and (ii) assess transplant outcomes based on the presence of MNA in a large, diverse cohort of pediatric KTX recipients. One hundred and seventy-five solitary pediatric KTX recipients transplanted from 1999 to 2013 were included. AA, males, older patients, those who lived in urban environments, had legal issues, and lived shorter distances from the transplant center were more likely to have MNA. Using logistic regression, a parsimonious model applying nine risk factors together was developed for predicting MNA, demonstrating a PPV of 69% and a NPV of 81%. Patients with MNA had more than twice the risk of biopsy proven acute rejection, 1.6 times the risk of hospitalization, and 1.8 times the risk of graft loss. Utilization of a predictive model to determine risk of MNA after pediatric KTX may offer clinicians the ability to efficiently and effectively monitor MNA following transplant.
- Subjects :
- Adult
Graft Rejection
Male
medicine.medical_specialty
Adolescent
Urban Population
Biopsy
Logistic regression
Kidney transplant
Health Services Accessibility
Medication Adherence
Young Adult
Predictive Value of Tests
Risk Factors
Internal medicine
medicine
Humans
Young adult
Intensive care medicine
Child
Kidney transplantation
Retrospective Studies
Transplantation
business.industry
Infant
Retrospective cohort study
medicine.disease
Kidney Transplantation
Non adherence
Transplant Recipients
Hospitalization
Treatment Outcome
Predictive value of tests
Child, Preschool
Pediatrics, Perinatology and Child Health
Cohort
Female
business
Algorithms
Immunosuppressive Agents
Follow-Up Studies
Subjects
Details
- ISSN :
- 13993046
- Volume :
- 19
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Pediatric transplantation
- Accession number :
- edsair.doi.dedup.....b539e3960eb40fc45d3478860bbe9828