학술논문

Rationale and design of a multicenter Chronic Kidney Disease (CKD) and at-risk for CKD electronic health records-based registry: CURE-CKD
Document Type
article
Source
BMC Nephrology. 20(1)
Subject
Health Services and Systems
Biomedical and Clinical Sciences
Health Sciences
Kidney Disease
Clinical Research
Health Services
Patient Safety
Prevention
Renal and urogenital
Good Health and Well Being
Adult
Comprehensive Health Care
Diabetes Mellitus
Disease Progression
Electronic Health Records
Female
Humans
Hypertension
Male
Medical Record Linkage
Prevalence
Prognosis
Quality Improvement
Registries
Renal Insufficiency
Chronic
Risk Assessment
Risk Factors
United States
Chronic kidney disease
Electronic health records
Healthcare systems
Diabetes
Pre-diabetes
Registry
Study design
CURE-CKD investigators
Clinical Sciences
Urology & Nephrology
Clinical sciences
Health services and systems
Nursing
Language
Abstract
BackgroundChronic kidney disease (CKD) is a global public health problem, exhibiting sharp increases in incidence, prevalence, and attributable morbidity and mortality. There is a critical need to better understand the demographics, clinical characteristics, and key risk factors for CKD; and to develop platforms for testing novel interventions to improve modifiable risk factors, particularly for the CKD patients with a rapid decline in kidney function.MethodsWe describe a novel collaboration between two large healthcare systems (Providence St. Joseph Health and University of California, Los Angeles Health) supported by leadership from both institutions, which was created to develop harmonized cohorts of patients with CKD or those at increased risk for CKD (hypertension/HTN, diabetes/DM, pre-diabetes) from electronic health record data.ResultsThe combined repository of candidate records included more than 3.3 million patients with at least a single qualifying measure for CKD and/or at-risk for CKD. The CURE-CKD registry includes over 2.6 million patients with and/or at-risk for CKD identified by stricter guide-line based criteria using a combination of administrative encounter codes, physical examinations, laboratory values and medication use. Notably, data based on race/ethnicity and geography in part, will enable robust analyses to study traditionally disadvantaged or marginalized patients not typically included in clinical trials.DiscussionCURE-CKD project is a unique multidisciplinary collaboration between nephrologists, endocrinologists, primary care physicians with health services research skills, health economists, and those with expertise in statistics, bio-informatics and machine learning. The CURE-CKD registry uses curated observations from real-world settings across two large healthcare systems and has great potential to provide important contributions for healthcare and for improving clinical outcomes in patients with and at-risk for CKD.