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The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus
BACKGROUND: Previous research has linked elevated low-density lipoprotein cholesterol (LDL-C) and remnant cholesterol (RC) with diabetes mellitus (DM). The present study aims to estimate the RC-related DM risk beyond LDL-C, and to investigate the extent to which the association of RC and DM is media...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9238255/ https://www.ncbi.nlm.nih.gov/pubmed/35761281 http://dx.doi.org/10.1186/s12933-022-01554-0 |
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author | Hu, Xiangming Liu, Qunzhi Guo, Xingyuan Wang, Weimian Yu, Bingyan Liang, Beijia Zhou, Yingling Dong, Haojian Lin, Jijin |
author_facet | Hu, Xiangming Liu, Qunzhi Guo, Xingyuan Wang, Weimian Yu, Bingyan Liang, Beijia Zhou, Yingling Dong, Haojian Lin, Jijin |
author_sort | Hu, Xiangming |
collection | PubMed |
description | BACKGROUND: Previous research has linked elevated low-density lipoprotein cholesterol (LDL-C) and remnant cholesterol (RC) with diabetes mellitus (DM). The present study aims to estimate the RC-related DM risk beyond LDL-C, and to investigate the extent to which the association of RC and DM is mediated via insulin resistance and inflammation. METHODS: We enrolled 7308 individuals without previous history of DM into the present study from the China Health and Nutrition Survey. Fasting RC was calculated as total cholesterol minus LDL-C and high-density lipoprotein cholesterol. Subjects were divided into four groups according to their LDL-C (100 mg/dL) and RC (24 mg/dL) levels to evaluate the role of LDL-C vs. RC on DM. A logistic regression analysis was then employed to evaluate the relationships between the discordant/concordant LDL-C and RC and DM. A mediation analysis was undertaken to identify potential mediators. RESULTS: Of all the participants, a total of 625 (8.55%) patients were newly diagnosed with DM. Compared to the high LDL-C/low RC group, the low LDL-C/high RC group was more common in DM patients. After a multivariate adjustment, elevated LDL-C and RC were associated with DM. Moreover, the low LDL-C/high RC group and the high LDL-C/low RC group manifested a 4.04-fold (95% CI 2.93–5.56) and 1.61-fold (95% CI 1.21–2.15) higher risk of DM, relative to those with low LDL-C/low RC. The subgroup analysis indicated that low LDL-C/high RC was more likely to be related to DM in females. Similar results were also shown when the sensitivity analyses were performed with different clinical cut-points of LDL-C. Insulin resistance and inflammation partially mediated the association between RC and DM. CONCLUSIONS: Our findings provided evidence for RC beyond the LDL-C associations with DM that may be mediated via insulin resistance and the pro-inflammatory state. In addition, women are more susceptible to RC exposure-related DM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01554-0. |
format | Online Article Text |
id | pubmed-9238255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92382552022-06-29 The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus Hu, Xiangming Liu, Qunzhi Guo, Xingyuan Wang, Weimian Yu, Bingyan Liang, Beijia Zhou, Yingling Dong, Haojian Lin, Jijin Cardiovasc Diabetol Research BACKGROUND: Previous research has linked elevated low-density lipoprotein cholesterol (LDL-C) and remnant cholesterol (RC) with diabetes mellitus (DM). The present study aims to estimate the RC-related DM risk beyond LDL-C, and to investigate the extent to which the association of RC and DM is mediated via insulin resistance and inflammation. METHODS: We enrolled 7308 individuals without previous history of DM into the present study from the China Health and Nutrition Survey. Fasting RC was calculated as total cholesterol minus LDL-C and high-density lipoprotein cholesterol. Subjects were divided into four groups according to their LDL-C (100 mg/dL) and RC (24 mg/dL) levels to evaluate the role of LDL-C vs. RC on DM. A logistic regression analysis was then employed to evaluate the relationships between the discordant/concordant LDL-C and RC and DM. A mediation analysis was undertaken to identify potential mediators. RESULTS: Of all the participants, a total of 625 (8.55%) patients were newly diagnosed with DM. Compared to the high LDL-C/low RC group, the low LDL-C/high RC group was more common in DM patients. After a multivariate adjustment, elevated LDL-C and RC were associated with DM. Moreover, the low LDL-C/high RC group and the high LDL-C/low RC group manifested a 4.04-fold (95% CI 2.93–5.56) and 1.61-fold (95% CI 1.21–2.15) higher risk of DM, relative to those with low LDL-C/low RC. The subgroup analysis indicated that low LDL-C/high RC was more likely to be related to DM in females. Similar results were also shown when the sensitivity analyses were performed with different clinical cut-points of LDL-C. Insulin resistance and inflammation partially mediated the association between RC and DM. CONCLUSIONS: Our findings provided evidence for RC beyond the LDL-C associations with DM that may be mediated via insulin resistance and the pro-inflammatory state. In addition, women are more susceptible to RC exposure-related DM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01554-0. BioMed Central 2022-06-27 /pmc/articles/PMC9238255/ /pubmed/35761281 http://dx.doi.org/10.1186/s12933-022-01554-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Hu, Xiangming Liu, Qunzhi Guo, Xingyuan Wang, Weimian Yu, Bingyan Liang, Beijia Zhou, Yingling Dong, Haojian Lin, Jijin The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
title | The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
title_full | The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
title_fullStr | The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
title_full_unstemmed | The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
title_short | The role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
title_sort | role of remnant cholesterol beyond low-density lipoprotein cholesterol in diabetes mellitus |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9238255/ https://www.ncbi.nlm.nih.gov/pubmed/35761281 http://dx.doi.org/10.1186/s12933-022-01554-0 |
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