Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis
Zichen Feng,1 Chunxiao Dang,2 Zhiwei Xu,1 Yongchen Zhang1 1College of Acupuncture and Massage, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of China; 2First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, Peop...
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Dove Medical Press
2024-12-01
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| author | Feng Z Dang C Xu Z Zhang Y |
| author_facet | Feng Z Dang C Xu Z Zhang Y |
| author_sort | Feng Z |
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| description | Zichen Feng,1 Chunxiao Dang,2 Zhiwei Xu,1 Yongchen Zhang1 1College of Acupuncture and Massage, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of China; 2First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of ChinaCorrespondence: Yongchen Zhang, College of Acupuncture and Massage, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of China, Tel +8618853019361, Email zhangyc58@sina.comBackground: Observational studies have shown that hypothyroidism is strongly associated with adverse pregnancy outcomes, and that thyroxine during pregnancy comes mainly from the mother; therefore, thyroid defects in women may lead to problems such as miscarriage due to hormonal instability in early pregnancy, and foetal neurological deficits in mid- to late gestation, but whether there is a genetic causality between the two is still a matter of some controversy.Objective: Goal to investigate the possible causal association between hypothyroidism and unfavorable pregnancy outcomes through the use of bioinformatics and Mendelian randomization (MR).Methods: We used Mendelian randomization (MR) analyses using single nucleotide polymorphism (SNP) sites as instrumental variables to infer causal associations between exposures and outcomes. The inverse variance weighting method was primarily used in the analysis. Heterogeneity and horizontal multiplicity tests were also conducted to evaluate the results’ robustness and the degree of causality. Lastly, preliminary bioinformatics analyses were conducted to investigate the underlying biological mechanisms.Results: The resultant variance inverse weighting method found that hypothyroidism increased the risk of developing gestational hypertension (OR=1.054, 95% CI: 1.002– 1.110 P=0.042) and poor foetal growth (OR=1.081, 95% CI:1.005– 1.162 P=0.035). Heterogeneity tests, multiplicity tests and leave-one-out sensitivity analyses did not reveal any heterogeneity or multiplicity effects in the estimated effects of these three exposure factors on the risk of ovarian dysfunction.Conclusion: Our research establishes genetically the causal relationship between pregnancy-related hypertension, hypothyroidism, and poor fetal growth—a relationship that could be linked to endosomal and cellular transport.Keywords: hypothyroidism, adverse pregnancy outcomes, Mendelian randomization, integrated bioinformatics |
| format | Article |
| id | doaj-art-e1eb47271bd74f32951c627d765dfd9e |
| institution | OA Journals |
| issn | 1179-1411 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Dove Medical Press |
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| series | International Journal of Women's Health |
| spelling | doaj-art-e1eb47271bd74f32951c627d765dfd9e2025-08-20T02:32:14ZengDove Medical PressInternational Journal of Women's Health1179-14112024-12-01Volume 162195220298480Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics AnalysisFeng ZDang CXu ZZhang YZichen Feng,1 Chunxiao Dang,2 Zhiwei Xu,1 Yongchen Zhang1 1College of Acupuncture and Massage, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of China; 2First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of ChinaCorrespondence: Yongchen Zhang, College of Acupuncture and Massage, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, People’s Republic of China, Tel +8618853019361, Email zhangyc58@sina.comBackground: Observational studies have shown that hypothyroidism is strongly associated with adverse pregnancy outcomes, and that thyroxine during pregnancy comes mainly from the mother; therefore, thyroid defects in women may lead to problems such as miscarriage due to hormonal instability in early pregnancy, and foetal neurological deficits in mid- to late gestation, but whether there is a genetic causality between the two is still a matter of some controversy.Objective: Goal to investigate the possible causal association between hypothyroidism and unfavorable pregnancy outcomes through the use of bioinformatics and Mendelian randomization (MR).Methods: We used Mendelian randomization (MR) analyses using single nucleotide polymorphism (SNP) sites as instrumental variables to infer causal associations between exposures and outcomes. The inverse variance weighting method was primarily used in the analysis. Heterogeneity and horizontal multiplicity tests were also conducted to evaluate the results’ robustness and the degree of causality. Lastly, preliminary bioinformatics analyses were conducted to investigate the underlying biological mechanisms.Results: The resultant variance inverse weighting method found that hypothyroidism increased the risk of developing gestational hypertension (OR=1.054, 95% CI: 1.002– 1.110 P=0.042) and poor foetal growth (OR=1.081, 95% CI:1.005– 1.162 P=0.035). Heterogeneity tests, multiplicity tests and leave-one-out sensitivity analyses did not reveal any heterogeneity or multiplicity effects in the estimated effects of these three exposure factors on the risk of ovarian dysfunction.Conclusion: Our research establishes genetically the causal relationship between pregnancy-related hypertension, hypothyroidism, and poor fetal growth—a relationship that could be linked to endosomal and cellular transport.Keywords: hypothyroidism, adverse pregnancy outcomes, Mendelian randomization, integrated bioinformaticshttps://www.dovepress.com/genetic-causality-of-hypothyroidism-and-adverse-pregnancy-outcomes-a-c-peer-reviewed-fulltext-article-IJWHhypothyroidismadverse pregnancy outcomesmendelian randomizationintegrated bioinformatics |
| spellingShingle | Feng Z Dang C Xu Z Zhang Y Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis International Journal of Women's Health hypothyroidism adverse pregnancy outcomes mendelian randomization integrated bioinformatics |
| title | Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis |
| title_full | Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis |
| title_fullStr | Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis |
| title_full_unstemmed | Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis |
| title_short | Genetic Causality of Hypothyroidism and Adverse Pregnancy Outcomes: A Combined Mendelian Randomisation Study and Bioinformatics Analysis |
| title_sort | genetic causality of hypothyroidism and adverse pregnancy outcomes a combined mendelian randomisation study and bioinformatics analysis |
| topic | hypothyroidism adverse pregnancy outcomes mendelian randomization integrated bioinformatics |
| url | https://www.dovepress.com/genetic-causality-of-hypothyroidism-and-adverse-pregnancy-outcomes-a-c-peer-reviewed-fulltext-article-IJWH |
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