Cargando…
Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations
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...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Diabetes Association
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8987693/ https://www.ncbi.nlm.nih.gov/pubmed/34503311 http://dx.doi.org/10.4093/dmj.2021.0054 |
_version_ | 1784682799426437120 |
---|---|
author | Meng, Liela Kwon, Keun-Sang Kim, Dae Jung Lee, Yong-ho Kim, Jeehyoung Kshirsagar, Abhijit V. Bang, Heejung |
author_facet | Meng, Liela Kwon, Keun-Sang Kim, Dae Jung Lee, Yong-ho Kim, Jeehyoung Kshirsagar, Abhijit V. Bang, Heejung |
author_sort | Meng, Liela |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8987693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Korean Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-89876932022-04-13 Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations Meng, Liela Kwon, Keun-Sang Kim, Dae Jung Lee, Yong-ho Kim, Jeehyoung Kshirsagar, Abhijit V. Bang, Heejung Diabetes Metab J Original Article 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. Korean Diabetes Association 2022-03 2021-09-09 /pmc/articles/PMC8987693/ /pubmed/34503311 http://dx.doi.org/10.4093/dmj.2021.0054 Text en Copyright © 2022 Korean Diabetes Association https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Meng, Liela Kwon, Keun-Sang Kim, Dae Jung Lee, Yong-ho Kim, Jeehyoung Kshirsagar, Abhijit V. Bang, Heejung Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations |
title | Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations |
title_full | Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations |
title_fullStr | Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations |
title_full_unstemmed | Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations |
title_short | Performance of Diabetes and Kidney Disease Screening Scores in Contemporary United States and Korean Populations |
title_sort | performance of diabetes and kidney disease screening scores in contemporary united states and korean populations |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8987693/ https://www.ncbi.nlm.nih.gov/pubmed/34503311 http://dx.doi.org/10.4093/dmj.2021.0054 |
work_keys_str_mv | AT mengliela performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations AT kwonkeunsang performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations AT kimdaejung performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations AT leeyongho performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations AT kimjeehyoung performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations AT kshirsagarabhijitv performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations AT bangheejung performanceofdiabetesandkidneydiseasescreeningscoresincontemporaryunitedstatesandkoreanpopulations |