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A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study
BACKGROUND: Observational studies have suggested a relationship between type-1 diabetes mellitus (T1DM) and systemic lupus erythematosus (SLE). In both autoimmunities, 25-hydroxyvitamin D (25-OHD) deficiency is common. However, the causality between T1DM, 25-OHD level and SLE remains largely unknown...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10191345/ https://www.ncbi.nlm.nih.gov/pubmed/37195987 http://dx.doi.org/10.1371/journal.pone.0285915 |
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author | Su, Kaisheng Jia, Zhifang Wu, Yanhua Sun, Yuanlin Gao, Qi Jiang, Zhenyu Jiang, Jing |
author_facet | Su, Kaisheng Jia, Zhifang Wu, Yanhua Sun, Yuanlin Gao, Qi Jiang, Zhenyu Jiang, Jing |
author_sort | Su, Kaisheng |
collection | PubMed |
description | BACKGROUND: Observational studies have suggested a relationship between type-1 diabetes mellitus (T1DM) and systemic lupus erythematosus (SLE). In both autoimmunities, 25-hydroxyvitamin D (25-OHD) deficiency is common. However, the causality between T1DM, 25-OHD level and SLE remains largely unknown. METHODS: Independent genetic variants associated with T1DM, 25-OHD level, and SLE from the largest genome-wide association studies were used to conduct two-sample bidirectional Mendelian randomization (BIMR) and two-step Mendelian randomization (MR) analysis to estimate causal relationship between T1DM, 25-OHD level and SLE, and further multivariable Mendelian randomization (MVMR) was used to verify direct causality of T1DM and 25-OHD level on SLE. A series of sensitivity analysis as validation of primary MR results were performed. RESULTS: Consistent with the results of BIMR, there was strong evidence for a direct causal effect of T1DM on the risk of SLE (OR(MVMR-IVW) = 1.249, 95% CI = 1.148–1.360, P(MVMR-IVW) = 1.25×10(−5)), and 25-OHD level was negatively associated with the risk of SLE (OR(MVMR-IVW) = 0.305, 95% CI = 0.109–0.857, P(MVMR-IVW) = 0.031). We also observed a negative causal effect of T1DM on 25-OHD level (OR(BIMR-IVW) = 0.995, 95% CI = 0.991–0.999, P(BIMR-IVW) = 0.030) while the causal effect of 25-OHD level on the risk of T1DM did not exist (P(BIMR-IVW) = 0.106). In BIMR analysis, there was no evidence for causal effects of SLE on the risk of T1DM and 25-OHD level (P(BIMR-IVW) > 0.05, respectively). CONCLUSION: Our MR analysis suggested that there was a network causal relationship between T1DM, 25-OHD level and SLE. T1DM and 25-OHD level both have causal associations with the risk of SLE, and 25-OHD level could be a mediator in the causality of T1DM and SLE. |
format | Online Article Text |
id | pubmed-10191345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-101913452023-05-18 A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study Su, Kaisheng Jia, Zhifang Wu, Yanhua Sun, Yuanlin Gao, Qi Jiang, Zhenyu Jiang, Jing PLoS One Research Article BACKGROUND: Observational studies have suggested a relationship between type-1 diabetes mellitus (T1DM) and systemic lupus erythematosus (SLE). In both autoimmunities, 25-hydroxyvitamin D (25-OHD) deficiency is common. However, the causality between T1DM, 25-OHD level and SLE remains largely unknown. METHODS: Independent genetic variants associated with T1DM, 25-OHD level, and SLE from the largest genome-wide association studies were used to conduct two-sample bidirectional Mendelian randomization (BIMR) and two-step Mendelian randomization (MR) analysis to estimate causal relationship between T1DM, 25-OHD level and SLE, and further multivariable Mendelian randomization (MVMR) was used to verify direct causality of T1DM and 25-OHD level on SLE. A series of sensitivity analysis as validation of primary MR results were performed. RESULTS: Consistent with the results of BIMR, there was strong evidence for a direct causal effect of T1DM on the risk of SLE (OR(MVMR-IVW) = 1.249, 95% CI = 1.148–1.360, P(MVMR-IVW) = 1.25×10(−5)), and 25-OHD level was negatively associated with the risk of SLE (OR(MVMR-IVW) = 0.305, 95% CI = 0.109–0.857, P(MVMR-IVW) = 0.031). We also observed a negative causal effect of T1DM on 25-OHD level (OR(BIMR-IVW) = 0.995, 95% CI = 0.991–0.999, P(BIMR-IVW) = 0.030) while the causal effect of 25-OHD level on the risk of T1DM did not exist (P(BIMR-IVW) = 0.106). In BIMR analysis, there was no evidence for causal effects of SLE on the risk of T1DM and 25-OHD level (P(BIMR-IVW) > 0.05, respectively). CONCLUSION: Our MR analysis suggested that there was a network causal relationship between T1DM, 25-OHD level and SLE. T1DM and 25-OHD level both have causal associations with the risk of SLE, and 25-OHD level could be a mediator in the causality of T1DM and SLE. Public Library of Science 2023-05-17 /pmc/articles/PMC10191345/ /pubmed/37195987 http://dx.doi.org/10.1371/journal.pone.0285915 Text en © 2023 Su et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Su, Kaisheng Jia, Zhifang Wu, Yanhua Sun, Yuanlin Gao, Qi Jiang, Zhenyu Jiang, Jing A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study |
title | A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study |
title_full | A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study |
title_fullStr | A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study |
title_full_unstemmed | A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study |
title_short | A network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin D level and systemic lupus erythematosus: Mendelian randomization study |
title_sort | network causal relationship between type-1 diabetes mellitus, 25-hydroxyvitamin d level and systemic lupus erythematosus: mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10191345/ https://www.ncbi.nlm.nih.gov/pubmed/37195987 http://dx.doi.org/10.1371/journal.pone.0285915 |
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