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Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations

  • Liela Meng*
  • , Keun Sang Kwon
  • , Dae Jung Kim
  • , Yong Ho Lee
  • , Jeehyoung Kim
  • , Abhijit V. Kshirsagar
  • , Heejung Bang
  • *Corresponding author for this work
  • University of California at Davis
  • Ajou University
  • Yonsei University
  • Seoul Sacred Heart General Hospital
  • University of North Carolina at Chapel Hill

Research output: Contribution to journalJournal articlepeer-review

Abstract

Background: Risk assessment tools have been actively studied, and they summarize key predictors with relative weights/importance for a disease. Currently, standardized screening scores for type 2 diabetes mellitus (DM) and chronic kidney disease (CKD)—two key global health problems—are available in United States and Korea. We aimed to compare and evaluate screening scores for DM (or combined with prediabetes) and CKD, and assess the risk in contemporary United States and Korean populations. Methods: Four (2×2) models were evaluated in the United States-National Health and Nutrition Examination Survey (NHANES 2015–2018) and Korea-NHANES (2016–2018)—8,928 and 16,209 adults. Weighted statistics were used to describe population characteristics. We used logistic regression for predictors in the models to assess associations with study outcomes (undiagnosed DM and CKD) and diagnostic measures for temporal and cross-validation. Results: Korean adult population (mean age 47.5 years) appeared to be healthier than United States counterpart, in terms of DM and CKD risks and associated factors, with exceptions of undiagnosed DM, prediabetes and prehypertension. Models performed well in own country and external populations regarding predictor-outcome association and discrimination. Risk tests (high vs. low) showed area under the curve >0.75, sensitivity >84%, specificity >45%, positive predictive value >8%, and negative predictive value >99%. Discrimination was better for DM, compared to the combined outcome of DM and prediabetes, and excellent for CKD due to age. Conclusion: Four easy-to-use screening scores for DM and CKD are well-validated in contemporary United States and Korean populations. Prevention of DM and CKD may serve as first-step in public health, with these self-assessment tools as basic tools to help health education and disparity.

Original languageEnglish
Pages (from-to)273-285
Number of pages13
JournalDiabetes and Metabolism Journal
Volume46
Issue number2
DOIs
StatePublished - 2022.03

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • chronic
  • Diabetes mellitus, type 2
  • Prediabetic state
  • Renal insufficiency
  • Risk factors
  • Self-assessment

Quacquarelli Symonds(QS) Subject Topics

  • Medicine

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