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Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China
BACKGROUND: Optimal ω-6/ω-3 polyunsaturated fatty acids ratio (PUFAR) is reported to exert protective effects against chronic diseases. However, data on PUFAR and diabetic retinopathy (DR) remains scarce. We aimed to thoroughly quantify whether and how PUFAR was related to DR as well as its role in...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478674/ https://www.ncbi.nlm.nih.gov/pubmed/34611616 http://dx.doi.org/10.1016/j.eclinm.2021.101089 |
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author | Zhao, Shuzhen Jin, Dongzhen Wang, Shengyao Xu, Yanping Li, Huihui Chang, Yujie Ma, Yange Xu, Yixi Guo, Chengnan Peng, Fang Huang, Ruogu Lai, Mengyuan Xia, Zhezheng Che, Mingzhu Zuo, Jingjing Jiang, Depeng Zheng, Chao Mao, Guangyun |
author_facet | Zhao, Shuzhen Jin, Dongzhen Wang, Shengyao Xu, Yanping Li, Huihui Chang, Yujie Ma, Yange Xu, Yixi Guo, Chengnan Peng, Fang Huang, Ruogu Lai, Mengyuan Xia, Zhezheng Che, Mingzhu Zuo, Jingjing Jiang, Depeng Zheng, Chao Mao, Guangyun |
author_sort | Zhao, Shuzhen |
collection | PubMed |
description | BACKGROUND: Optimal ω-6/ω-3 polyunsaturated fatty acids ratio (PUFAR) is reported to exert protective effects against chronic diseases. However, data on PUFAR and diabetic retinopathy (DR) remains scarce. We aimed to thoroughly quantify whether and how PUFAR was related to DR as well as its role in DR detection. METHODS: This two-centre case-control study was conducted from August 2017 to June 2018 in China, participants were matched using a propensity score matching algorithm. We adopted multivariable logistic regression models and restricted cubic spline analyses to estimate the independent association of PUFAR with DR, adjusting for confounders identified using a directed acyclic graph. The value of PUFAR as a biomarker for DR identification was further evaluated by receiver operating characteristic analyses and Hosmer-Lemeshow tests. FINDINGS: An apparent negative relationship between PUFAR and DR was observed. Adjusted odds of DR decreased by 79% (OR: 0·21, 95% CI: 0·10–0·40) with an interquartile range increase in PUFAR. Similar results were also obtained in tertile analysis. As compared to those in the 1st tertile of PUFAR, the adjusted odds of DR decreased by 76% (OR: 0·24, 95% CI: 0·08–0·66) and 93% (OR: 0·07, 95% CI: 0·03–0·22) for subjects in the 2nd and 3rd tertiles, respectively. Good calibration and discrimination of the PUFAR associated predictive model were detected and PUFAR = 35 would be an ideal cut-off value for DR identification. INTERPRETATION: Our results suggest that serum PUAFR is inversely associated with DR. Although PUFAR-alteration is not observed amongst different stages of DR, it can serve as an ideal biomarker in distinguishing patients with DR from those without DR. FUNDING: This study was funded by Natural Science Foundation of Zhejiang Province, Zhejiang Basic Public Welfare Research Project, the Major Project of the Eye Hospital of Wenzhou Medical University, and the Academician's Science and Technology Innovation Program in Zhejiang province. Part of this work was also funded by the National Nature Science Foundation of China, and Research Project for College Students in Wenzhou Medical University. |
format | Online Article Text |
id | pubmed-8478674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-84786742021-10-04 Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China Zhao, Shuzhen Jin, Dongzhen Wang, Shengyao Xu, Yanping Li, Huihui Chang, Yujie Ma, Yange Xu, Yixi Guo, Chengnan Peng, Fang Huang, Ruogu Lai, Mengyuan Xia, Zhezheng Che, Mingzhu Zuo, Jingjing Jiang, Depeng Zheng, Chao Mao, Guangyun EClinicalMedicine Research Paper BACKGROUND: Optimal ω-6/ω-3 polyunsaturated fatty acids ratio (PUFAR) is reported to exert protective effects against chronic diseases. However, data on PUFAR and diabetic retinopathy (DR) remains scarce. We aimed to thoroughly quantify whether and how PUFAR was related to DR as well as its role in DR detection. METHODS: This two-centre case-control study was conducted from August 2017 to June 2018 in China, participants were matched using a propensity score matching algorithm. We adopted multivariable logistic regression models and restricted cubic spline analyses to estimate the independent association of PUFAR with DR, adjusting for confounders identified using a directed acyclic graph. The value of PUFAR as a biomarker for DR identification was further evaluated by receiver operating characteristic analyses and Hosmer-Lemeshow tests. FINDINGS: An apparent negative relationship between PUFAR and DR was observed. Adjusted odds of DR decreased by 79% (OR: 0·21, 95% CI: 0·10–0·40) with an interquartile range increase in PUFAR. Similar results were also obtained in tertile analysis. As compared to those in the 1st tertile of PUFAR, the adjusted odds of DR decreased by 76% (OR: 0·24, 95% CI: 0·08–0·66) and 93% (OR: 0·07, 95% CI: 0·03–0·22) for subjects in the 2nd and 3rd tertiles, respectively. Good calibration and discrimination of the PUFAR associated predictive model were detected and PUFAR = 35 would be an ideal cut-off value for DR identification. INTERPRETATION: Our results suggest that serum PUAFR is inversely associated with DR. Although PUFAR-alteration is not observed amongst different stages of DR, it can serve as an ideal biomarker in distinguishing patients with DR from those without DR. FUNDING: This study was funded by Natural Science Foundation of Zhejiang Province, Zhejiang Basic Public Welfare Research Project, the Major Project of the Eye Hospital of Wenzhou Medical University, and the Academician's Science and Technology Innovation Program in Zhejiang province. Part of this work was also funded by the National Nature Science Foundation of China, and Research Project for College Students in Wenzhou Medical University. Elsevier 2021-08-16 /pmc/articles/PMC8478674/ /pubmed/34611616 http://dx.doi.org/10.1016/j.eclinm.2021.101089 Text en © 2021 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Paper Zhao, Shuzhen Jin, Dongzhen Wang, Shengyao Xu, Yanping Li, Huihui Chang, Yujie Ma, Yange Xu, Yixi Guo, Chengnan Peng, Fang Huang, Ruogu Lai, Mengyuan Xia, Zhezheng Che, Mingzhu Zuo, Jingjing Jiang, Depeng Zheng, Chao Mao, Guangyun Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China |
title | Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China |
title_full | Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China |
title_fullStr | Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China |
title_full_unstemmed | Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China |
title_short | Serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: A propensity score matching based case-control study in China |
title_sort | serum ω-6/ω-3 polyunsaturated fatty acids ratio and diabetic retinopathy: a propensity score matching based case-control study in china |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478674/ https://www.ncbi.nlm.nih.gov/pubmed/34611616 http://dx.doi.org/10.1016/j.eclinm.2021.101089 |
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