Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up

Abstract Aims/Introduction To prospectively investigate whether simultaneous elevation of gamma‐glutamyl transferase (GGT) and alanine aminotransferase (ALT) is associated with the increase of type 2 diabetes mellitus incidence independent of alcohol drinking, body mass index and triglycerides. Meth...

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Main Authors: Kayo Kaneko, Hiroshi Yatsuya, Yuanying Li, Mayu Uemura, Chifa Chiang, Yoshihisa Hirakawa, Atsuhiko Ota, Koji Tamakoshi, Atsuko Aoyama
Format: Article
Language:English
Published: Wiley 2019-05-01
Series:Journal of Diabetes Investigation
Subjects:
Online Access:https://doi.org/10.1111/jdi.12930
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spelling doaj-14ddf3ce95da4bbd8c5cd904d640ee2e2021-05-02T15:10:27ZengWileyJournal of Diabetes Investigation2040-11162040-11242019-05-0110383784510.1111/jdi.12930Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow upKayo Kaneko0Hiroshi Yatsuya1Yuanying Li2Mayu Uemura3Chifa Chiang4Yoshihisa Hirakawa5Atsuhiko Ota6Koji Tamakoshi7Atsuko Aoyama8Department of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya JapanDepartment of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya JapanDepartment of Public Health Fujita Health University School of Medicine Toyoake JapanDepartment of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya JapanDepartment of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya JapanDepartment of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya JapanDepartment of Public Health Fujita Health University School of Medicine Toyoake JapanDepartment of Nursing Nagoya University School of Health Sciences Nagoya JapanDepartment of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya JapanAbstract Aims/Introduction To prospectively investigate whether simultaneous elevation of gamma‐glutamyl transferase (GGT) and alanine aminotransferase (ALT) is associated with the increase of type 2 diabetes mellitus incidence independent of alcohol drinking, body mass index and triglycerides. Methods A total of 2,775 Japanese male workers who had no history of type 2 diabetes mellitus were followed. High GGT and ALT were defined as the top tertiles (GGT cutpoint: 49 IU/L, ALT cutpoint: 28 IU/L). Three groups were created using these dichotomized GGT and ALT cutpoints: both low, either high or both high. Multivariable Cox proportional hazards models were carried out adjusted for potential confounding factors. Results A total of 276 type 2 diabetes mellitus cases were identified during 12 years (27,040 person‐years) of follow up. Participants with simultaneously elevated GGT and ALT had a significantly higher incidence of type 2 diabetes mellitus, even after adjustment for fasting insulin and fasting blood glucose compared with the group without GGT or ALT elevation. Similar associations were observed in non‐ or light‐to‐moderate alcohol drinkers, as well as in participants with normal weight. However, the association was weaker in participants with triglycerides <150 mg/dL. We then evaluated whether the addition of GGT and ALT would improve the prediction of type 2 diabetes mellitus incidence, and found that their inclusion significantly increased the C‐statistic, net reclassification improvement and integrated discrimination improvement. Conclusions Simultaneous elevation of GGT and ALT was significantly associated with type 2 diabetes mellitus incidence, independent of potential confounding factors, including alcohol drinking and obesity, although the association might require concomitant elevation of triglycerides. Inclusion of GGT and ALT improved type 2 diabetes mellitus risk prediction.https://doi.org/10.1111/jdi.12930Alanine aminotransferaseGamma‐glutamyl transferaseType 2 diabetes mellitus
collection DOAJ
language English
format Article
sources DOAJ
author Kayo Kaneko
Hiroshi Yatsuya
Yuanying Li
Mayu Uemura
Chifa Chiang
Yoshihisa Hirakawa
Atsuhiko Ota
Koji Tamakoshi
Atsuko Aoyama
spellingShingle Kayo Kaneko
Hiroshi Yatsuya
Yuanying Li
Mayu Uemura
Chifa Chiang
Yoshihisa Hirakawa
Atsuhiko Ota
Koji Tamakoshi
Atsuko Aoyama
Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up
Journal of Diabetes Investigation
Alanine aminotransferase
Gamma‐glutamyl transferase
Type 2 diabetes mellitus
author_facet Kayo Kaneko
Hiroshi Yatsuya
Yuanying Li
Mayu Uemura
Chifa Chiang
Yoshihisa Hirakawa
Atsuhiko Ota
Koji Tamakoshi
Atsuko Aoyama
author_sort Kayo Kaneko
title Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up
title_short Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up
title_full Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up
title_fullStr Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up
title_full_unstemmed Association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged Japanese men: 12‐year follow up
title_sort association of gamma‐glutamyl transferase and alanine aminotransferase with type 2 diabetes mellitus incidence in middle‐aged japanese men: 12‐year follow up
publisher Wiley
series Journal of Diabetes Investigation
issn 2040-1116
2040-1124
publishDate 2019-05-01
description Abstract Aims/Introduction To prospectively investigate whether simultaneous elevation of gamma‐glutamyl transferase (GGT) and alanine aminotransferase (ALT) is associated with the increase of type 2 diabetes mellitus incidence independent of alcohol drinking, body mass index and triglycerides. Methods A total of 2,775 Japanese male workers who had no history of type 2 diabetes mellitus were followed. High GGT and ALT were defined as the top tertiles (GGT cutpoint: 49 IU/L, ALT cutpoint: 28 IU/L). Three groups were created using these dichotomized GGT and ALT cutpoints: both low, either high or both high. Multivariable Cox proportional hazards models were carried out adjusted for potential confounding factors. Results A total of 276 type 2 diabetes mellitus cases were identified during 12 years (27,040 person‐years) of follow up. Participants with simultaneously elevated GGT and ALT had a significantly higher incidence of type 2 diabetes mellitus, even after adjustment for fasting insulin and fasting blood glucose compared with the group without GGT or ALT elevation. Similar associations were observed in non‐ or light‐to‐moderate alcohol drinkers, as well as in participants with normal weight. However, the association was weaker in participants with triglycerides <150 mg/dL. We then evaluated whether the addition of GGT and ALT would improve the prediction of type 2 diabetes mellitus incidence, and found that their inclusion significantly increased the C‐statistic, net reclassification improvement and integrated discrimination improvement. Conclusions Simultaneous elevation of GGT and ALT was significantly associated with type 2 diabetes mellitus incidence, independent of potential confounding factors, including alcohol drinking and obesity, although the association might require concomitant elevation of triglycerides. Inclusion of GGT and ALT improved type 2 diabetes mellitus risk prediction.
topic Alanine aminotransferase
Gamma‐glutamyl transferase
Type 2 diabetes mellitus
url https://doi.org/10.1111/jdi.12930
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