Cargando…
Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort
We aimed to investigate whether retinal and retinoic acid (RA), which are newly discovered biomarkers from our previous research, reliably predict type 2 diabetes mellitus (T2DM) development in subjects with impaired fasting glucose (IFG). Among the Korean Cancer Prevention Study (KCPS)-II cohort, s...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398291/ https://www.ncbi.nlm.nih.gov/pubmed/34436451 http://dx.doi.org/10.3390/metabo11080510 |
_version_ | 1783744804125933568 |
---|---|
author | Han, Youngmin Yang, Yeunsoo Kim, Minjoo Jee, Sun Ha Yoo, Hye Jin Lee, Jong Ho |
author_facet | Han, Youngmin Yang, Yeunsoo Kim, Minjoo Jee, Sun Ha Yoo, Hye Jin Lee, Jong Ho |
author_sort | Han, Youngmin |
collection | PubMed |
description | We aimed to investigate whether retinal and retinoic acid (RA), which are newly discovered biomarkers from our previous research, reliably predict type 2 diabetes mellitus (T2DM) development in subjects with impaired fasting glucose (IFG). Among the Korean Cancer Prevention Study (KCPS)-II cohort, subjects were selected and matched by age and sex (IFG-IFG group, n = 100 vs. IFG-DM group, n = 100) for study 1. For real-world validation of two biomarkers (study 2), other participants in the KCPS-II cohort who had IFG at baseline (n = 500) were selected. Targeted LC/MS was used to analyze the baseline serum samples; retinal and RA levels were quantified. In study 1, we revealed that both biomarkers were significantly decreased in the IFG-DM group (retinal, p = 0.017; RA, p < 0.001). The obese subjects in the IFG-DM group showed markedly lower retinal (p = 0.030) and RA (p = 0.003) levels than those in the IFG-IFG group. In study 2, the results for the two metabolites tended to be similar to those of study 1, but no significant difference was observed. Notably, the predictive ability for T2DM was enhanced when the metabolites were added to conventional risk factors for T2DM in both studies (study 1, AUC 0.682 → 0.775; study 2, AUC 0.734 → 0.786). The results suggest that retinal- and RA-related metabolic pathways are altered before the onset of T2DM. |
format | Online Article Text |
id | pubmed-8398291 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83982912021-08-29 Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort Han, Youngmin Yang, Yeunsoo Kim, Minjoo Jee, Sun Ha Yoo, Hye Jin Lee, Jong Ho Metabolites Article We aimed to investigate whether retinal and retinoic acid (RA), which are newly discovered biomarkers from our previous research, reliably predict type 2 diabetes mellitus (T2DM) development in subjects with impaired fasting glucose (IFG). Among the Korean Cancer Prevention Study (KCPS)-II cohort, subjects were selected and matched by age and sex (IFG-IFG group, n = 100 vs. IFG-DM group, n = 100) for study 1. For real-world validation of two biomarkers (study 2), other participants in the KCPS-II cohort who had IFG at baseline (n = 500) were selected. Targeted LC/MS was used to analyze the baseline serum samples; retinal and RA levels were quantified. In study 1, we revealed that both biomarkers were significantly decreased in the IFG-DM group (retinal, p = 0.017; RA, p < 0.001). The obese subjects in the IFG-DM group showed markedly lower retinal (p = 0.030) and RA (p = 0.003) levels than those in the IFG-IFG group. In study 2, the results for the two metabolites tended to be similar to those of study 1, but no significant difference was observed. Notably, the predictive ability for T2DM was enhanced when the metabolites were added to conventional risk factors for T2DM in both studies (study 1, AUC 0.682 → 0.775; study 2, AUC 0.734 → 0.786). The results suggest that retinal- and RA-related metabolic pathways are altered before the onset of T2DM. MDPI 2021-08-03 /pmc/articles/PMC8398291/ /pubmed/34436451 http://dx.doi.org/10.3390/metabo11080510 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Han, Youngmin Yang, Yeunsoo Kim, Minjoo Jee, Sun Ha Yoo, Hye Jin Lee, Jong Ho Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort |
title | Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort |
title_full | Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort |
title_fullStr | Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort |
title_full_unstemmed | Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort |
title_short | Serum Retinal and Retinoic Acid Predict the Development of Type 2 Diabetes Mellitus in Korean Subjects with Impaired Fasting Glucose from the KCPS-II Cohort |
title_sort | serum retinal and retinoic acid predict the development of type 2 diabetes mellitus in korean subjects with impaired fasting glucose from the kcps-ii cohort |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398291/ https://www.ncbi.nlm.nih.gov/pubmed/34436451 http://dx.doi.org/10.3390/metabo11080510 |
work_keys_str_mv | AT hanyoungmin serumretinalandretinoicacidpredictthedevelopmentoftype2diabetesmellitusinkoreansubjectswithimpairedfastingglucosefromthekcpsiicohort AT yangyeunsoo serumretinalandretinoicacidpredictthedevelopmentoftype2diabetesmellitusinkoreansubjectswithimpairedfastingglucosefromthekcpsiicohort AT kimminjoo serumretinalandretinoicacidpredictthedevelopmentoftype2diabetesmellitusinkoreansubjectswithimpairedfastingglucosefromthekcpsiicohort AT jeesunha serumretinalandretinoicacidpredictthedevelopmentoftype2diabetesmellitusinkoreansubjectswithimpairedfastingglucosefromthekcpsiicohort AT yoohyejin serumretinalandretinoicacidpredictthedevelopmentoftype2diabetesmellitusinkoreansubjectswithimpairedfastingglucosefromthekcpsiicohort AT leejongho serumretinalandretinoicacidpredictthedevelopmentoftype2diabetesmellitusinkoreansubjectswithimpairedfastingglucosefromthekcpsiicohort |