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...

Descripción completa

Detalles Bibliográficos
Autores principales: Han, Youngmin, Yang, Yeunsoo, Kim, Minjoo, Jee, Sun Ha, Yoo, Hye Jin, Lee, Jong Ho
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