Cargando…
The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults
OBJECTIVE: Evidence regarding the relationship between the triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-c) ratio and the risk of progression from prediabetes to diabetes remains limited. The purpose of our study was to investigate the relationship between the TG/HDL-C ratio and incid...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9340202/ https://www.ncbi.nlm.nih.gov/pubmed/35923622 http://dx.doi.org/10.3389/fendo.2022.947157 |
_version_ | 1784760349446111232 |
---|---|
author | Sun, Yanfei Wang, Zhibin Huang, Zhiqiang Hu, Haofei Han, Yong |
author_facet | Sun, Yanfei Wang, Zhibin Huang, Zhiqiang Hu, Haofei Han, Yong |
author_sort | Sun, Yanfei |
collection | PubMed |
description | OBJECTIVE: Evidence regarding the relationship between the triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-c) ratio and the risk of progression from prediabetes to diabetes remains limited. The purpose of our study was to investigate the relationship between the TG/HDL-C ratio and incident diabetes in prediabetic patients. METHODS: This retrospective cohort study covered 32 regions and 11 cities in China and consecutively and non-selectively collected data from 15,017 patients with prediabetes who had received a health check from 2010 to 2016. Data were obtained from the DATADRYAD database (www.datadryad.org). The Cox proportional-hazards regression model with cubic spline functions and smooth curve fitting (cubic spline smoothing) was used to explore the non-linear relationship between the baseline TG/HDL-c ratio and the risk of diabetes in patients with prediabetes. In addition, we performed a series of sensitivity and subgroup analyses. RESULTS: The mean age of the included individuals was 50.95 ± 13.48 years, and 9,745 (64.51%) were men. The median (interquartile range) TG/HDL-c ratio was 1.09 (0.69–1.72). During a median follow-up time of 3.05 years, 1,731 (11.46%) patients had a final diagnosis of diabetes. The analysis after adjusting for covariates showed that the TG/HDL-c ratio was positively related to incident diabetes in patients with prediabetes (HR = 1.111, 95% CI 1.061–1.164). Participants with the highest TG/HDL-c ratio (Q4) had higher diabetes incidence rates than those with the lowest TG/HDL-c ratio (Q1) (P < 0.001 for the trend). There was a non-linear relationship between the TG/HDL-c ratio and the risk of diabetes, and the inflection point of the TG/HDL-c ratio was 1.415. The effect sizes (HR) on the left and right sides of the inflection point were 1.336 (95% CI: 1.134–1.573) and 1.055 (95% CI: 0.988–1.126), respectively. The sensitivity analysis demonstrated the robustness of these results. CONCLUSION: This study demonstrates a positive, non-linear relationship between the TG/HDL-c ratio and the risk of diabetes in Chinese patients with prediabetes. Aggressive intervention from a treatment perspective is required to lower the TG/HDL-c ratio below the inflection point (1.415) by lowering TG or increasing HDL-c levels. |
format | Online Article Text |
id | pubmed-9340202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93402022022-08-02 The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults Sun, Yanfei Wang, Zhibin Huang, Zhiqiang Hu, Haofei Han, Yong Front Endocrinol (Lausanne) Endocrinology OBJECTIVE: Evidence regarding the relationship between the triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-c) ratio and the risk of progression from prediabetes to diabetes remains limited. The purpose of our study was to investigate the relationship between the TG/HDL-C ratio and incident diabetes in prediabetic patients. METHODS: This retrospective cohort study covered 32 regions and 11 cities in China and consecutively and non-selectively collected data from 15,017 patients with prediabetes who had received a health check from 2010 to 2016. Data were obtained from the DATADRYAD database (www.datadryad.org). The Cox proportional-hazards regression model with cubic spline functions and smooth curve fitting (cubic spline smoothing) was used to explore the non-linear relationship between the baseline TG/HDL-c ratio and the risk of diabetes in patients with prediabetes. In addition, we performed a series of sensitivity and subgroup analyses. RESULTS: The mean age of the included individuals was 50.95 ± 13.48 years, and 9,745 (64.51%) were men. The median (interquartile range) TG/HDL-c ratio was 1.09 (0.69–1.72). During a median follow-up time of 3.05 years, 1,731 (11.46%) patients had a final diagnosis of diabetes. The analysis after adjusting for covariates showed that the TG/HDL-c ratio was positively related to incident diabetes in patients with prediabetes (HR = 1.111, 95% CI 1.061–1.164). Participants with the highest TG/HDL-c ratio (Q4) had higher diabetes incidence rates than those with the lowest TG/HDL-c ratio (Q1) (P < 0.001 for the trend). There was a non-linear relationship between the TG/HDL-c ratio and the risk of diabetes, and the inflection point of the TG/HDL-c ratio was 1.415. The effect sizes (HR) on the left and right sides of the inflection point were 1.336 (95% CI: 1.134–1.573) and 1.055 (95% CI: 0.988–1.126), respectively. The sensitivity analysis demonstrated the robustness of these results. CONCLUSION: This study demonstrates a positive, non-linear relationship between the TG/HDL-c ratio and the risk of diabetes in Chinese patients with prediabetes. Aggressive intervention from a treatment perspective is required to lower the TG/HDL-c ratio below the inflection point (1.415) by lowering TG or increasing HDL-c levels. Frontiers Media S.A. 2022-07-18 /pmc/articles/PMC9340202/ /pubmed/35923622 http://dx.doi.org/10.3389/fendo.2022.947157 Text en Copyright © 2022 Sun, Wang, Huang, Hu and Han https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Sun, Yanfei Wang, Zhibin Huang, Zhiqiang Hu, Haofei Han, Yong The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults |
title | The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults |
title_full | The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults |
title_fullStr | The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults |
title_full_unstemmed | The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults |
title_short | The Association Between the Triglyceride-to-High-Density Lipoprotein Cholesterol Ratio and the Risk of Progression to Diabetes From Prediabetes: A 5-year Cohort Study in Chinese Adults |
title_sort | association between the triglyceride-to-high-density lipoprotein cholesterol ratio and the risk of progression to diabetes from prediabetes: a 5-year cohort study in chinese adults |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9340202/ https://www.ncbi.nlm.nih.gov/pubmed/35923622 http://dx.doi.org/10.3389/fendo.2022.947157 |
work_keys_str_mv | AT sunyanfei theassociationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT wangzhibin theassociationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT huangzhiqiang theassociationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT huhaofei theassociationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT hanyong theassociationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT sunyanfei associationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT wangzhibin associationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT huangzhiqiang associationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT huhaofei associationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults AT hanyong associationbetweenthetriglyceridetohighdensitylipoproteincholesterolratioandtheriskofprogressiontodiabetesfromprediabetesa5yearcohortstudyinchineseadults |