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Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China
BACKGROUND AND PURPOSE: Acylcarnitines (ACars) are important for insulin resistance and type 2 diabetes (T2D). However, their roles in diabetic retinopathy (DR) remain controversial. In this study, we aimed to investigate the association of ACars with DR and their values in DR detection. METHODS: Th...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646944/ https://www.ncbi.nlm.nih.gov/pubmed/36387885 http://dx.doi.org/10.3389/fendo.2022.977428 |
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author | Jin, Dongzhen Zhao, Shuzhen Li, Huihui Xia, Zhezheng Che, Mingzhu Huang, Ruogu Lai, Mengyuan Wang, Yanan Zhang, Zejie Wang, Hui Zuo, Jingjing Zheng, Chao Mao, Guangyun |
author_facet | Jin, Dongzhen Zhao, Shuzhen Li, Huihui Xia, Zhezheng Che, Mingzhu Huang, Ruogu Lai, Mengyuan Wang, Yanan Zhang, Zejie Wang, Hui Zuo, Jingjing Zheng, Chao Mao, Guangyun |
author_sort | Jin, Dongzhen |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Acylcarnitines (ACars) are important for insulin resistance and type 2 diabetes (T2D). However, their roles in diabetic retinopathy (DR) remain controversial. In this study, we aimed to investigate the association of ACars with DR and their values in DR detection. METHODS: This was a two-center case-control study based on the propensity score matching approach between August 2017 to June 2018 in Eastern China. Multivariable logistic regression models were applied to estimate the association of plasma ACars with DR. Differential ACars were screened by models of least absolute shrinkage and selection operator, elastic net, and weighted quantile sum regression, and their roles in DR identification were further evaluated by the area under the receiver operating curve (AUC). RESULTS: Eight of twenty plasma ACars (8:0, 12:0, 12:1, 14:1, 16:2, 18:0, 18:2 and 18:3) were associated with DR, while only ACar 8:0 was selected by three variable selection methods. As compared to those with the 1(st) tertile of ACar 8:0, the adjusted odds ratio (OR) and 95% confidence interval (CI) of DR were 0.22 (0.08, 0.59) and 0.12 (0.04, 0.36) for subjects in the 2(nd) and 3(rd) tertiles, respectively (P for trend < 0.001). Consistent associations were also observed in both restricted cubic spline regression models and subgroup analyses. AUC (95% CI) were 0.74 (0.66, 0.82) for ACar 8:0 alone and 0.77 (0.70, 0.85) for ACar 8:0 combined with covariates. CONCLUSIONS: Our findings suggest higher ACar 8:0 is significantly associated with a decreased risk of DR, which provides a unique window for early identification of DR. |
format | Online Article Text |
id | pubmed-9646944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96469442022-11-15 Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China Jin, Dongzhen Zhao, Shuzhen Li, Huihui Xia, Zhezheng Che, Mingzhu Huang, Ruogu Lai, Mengyuan Wang, Yanan Zhang, Zejie Wang, Hui Zuo, Jingjing Zheng, Chao Mao, Guangyun Front Endocrinol (Lausanne) Endocrinology BACKGROUND AND PURPOSE: Acylcarnitines (ACars) are important for insulin resistance and type 2 diabetes (T2D). However, their roles in diabetic retinopathy (DR) remain controversial. In this study, we aimed to investigate the association of ACars with DR and their values in DR detection. METHODS: This was a two-center case-control study based on the propensity score matching approach between August 2017 to June 2018 in Eastern China. Multivariable logistic regression models were applied to estimate the association of plasma ACars with DR. Differential ACars were screened by models of least absolute shrinkage and selection operator, elastic net, and weighted quantile sum regression, and their roles in DR identification were further evaluated by the area under the receiver operating curve (AUC). RESULTS: Eight of twenty plasma ACars (8:0, 12:0, 12:1, 14:1, 16:2, 18:0, 18:2 and 18:3) were associated with DR, while only ACar 8:0 was selected by three variable selection methods. As compared to those with the 1(st) tertile of ACar 8:0, the adjusted odds ratio (OR) and 95% confidence interval (CI) of DR were 0.22 (0.08, 0.59) and 0.12 (0.04, 0.36) for subjects in the 2(nd) and 3(rd) tertiles, respectively (P for trend < 0.001). Consistent associations were also observed in both restricted cubic spline regression models and subgroup analyses. AUC (95% CI) were 0.74 (0.66, 0.82) for ACar 8:0 alone and 0.77 (0.70, 0.85) for ACar 8:0 combined with covariates. CONCLUSIONS: Our findings suggest higher ACar 8:0 is significantly associated with a decreased risk of DR, which provides a unique window for early identification of DR. Frontiers Media S.A. 2022-10-27 /pmc/articles/PMC9646944/ /pubmed/36387885 http://dx.doi.org/10.3389/fendo.2022.977428 Text en Copyright © 2022 Jin, Zhao, Li, Xia, Che, Huang, Lai, Wang, Zhang, Wang, Zuo, Zheng and Mao 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 Jin, Dongzhen Zhao, Shuzhen Li, Huihui Xia, Zhezheng Che, Mingzhu Huang, Ruogu Lai, Mengyuan Wang, Yanan Zhang, Zejie Wang, Hui Zuo, Jingjing Zheng, Chao Mao, Guangyun Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China |
title | Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China |
title_full | Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China |
title_fullStr | Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China |
title_full_unstemmed | Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China |
title_short | Plasma acylcarnitine and diabetic retinopathy: A study from Eastern China |
title_sort | plasma acylcarnitine and diabetic retinopathy: a study from eastern china |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646944/ https://www.ncbi.nlm.nih.gov/pubmed/36387885 http://dx.doi.org/10.3389/fendo.2022.977428 |
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