Causal relationship between insomnia and tuberculosis: A bi-directional Mendelian randomization analysis. Issue 37 (16th September 2022)
- Record Type:
- Journal Article
- Title:
- Causal relationship between insomnia and tuberculosis: A bi-directional Mendelian randomization analysis. Issue 37 (16th September 2022)
- Main Title:
- Causal relationship between insomnia and tuberculosis: A bi-directional Mendelian randomization analysis
- Authors:
- Zhang, Shaobin
Zhang, Wei
Feng, Yan
Wan, Shiqian
Ge, Jing
Qu, Zhaohui
Li, Xin - Abstract:
- Abstract : Previous observational studies appear to have established a bi-directional association between sleep disorders and tuberculosis. However, their conclusions are prone to be biased by confounding effects and reverse causation due to the nature of observational studies. Mendelian randomization (MR) approach provides unconfounded estimates of causal effects and overcomes the limitations of observational studies. We performed a bi-directional MR analysis to clarify whether there existed a causal effect of insomnia on tuberculosis, or tuberculosis on insomnia. In forward-direction MR, we chose genome-wide significant ( P < .5 × 10 –8 ) and independent ( r 2 < 0.001) single-nucleotide polymorphisms (SNPs) as instrumental variants (IVs), then extracted effect estimates of these IVs in tuberculosis genome-wide association study (GWAS) dataset to explore causal effect of genetically proxied insomnia on tuberculosis using inverse variance-weighted (IVW), MR-Egger, and weighted median methods. Additionally, we examined robustness and pleiotropy of effect estimates by heterogeneity and sensitivity analysis. Similarly, we investigated causal effect of genetically proxied tuberculosis on insomnia in reverse-direction MR. We revealed no causal relationship between genetically proxied insomnia and tuberculosis using 15 SNPs in forward-direction MR (IVW OR 5.305 [0.100–281.341], P = .410) and reverse-direction MR analysis (ORs and P values were not applicable due to no eligibleAbstract : Previous observational studies appear to have established a bi-directional association between sleep disorders and tuberculosis. However, their conclusions are prone to be biased by confounding effects and reverse causation due to the nature of observational studies. Mendelian randomization (MR) approach provides unconfounded estimates of causal effects and overcomes the limitations of observational studies. We performed a bi-directional MR analysis to clarify whether there existed a causal effect of insomnia on tuberculosis, or tuberculosis on insomnia. In forward-direction MR, we chose genome-wide significant ( P < .5 × 10 –8 ) and independent ( r 2 < 0.001) single-nucleotide polymorphisms (SNPs) as instrumental variants (IVs), then extracted effect estimates of these IVs in tuberculosis genome-wide association study (GWAS) dataset to explore causal effect of genetically proxied insomnia on tuberculosis using inverse variance-weighted (IVW), MR-Egger, and weighted median methods. Additionally, we examined robustness and pleiotropy of effect estimates by heterogeneity and sensitivity analysis. Similarly, we investigated causal effect of genetically proxied tuberculosis on insomnia in reverse-direction MR. We revealed no causal relationship between genetically proxied insomnia and tuberculosis using 15 SNPs in forward-direction MR (IVW OR 5.305 [0.100–281.341], P = .410) and reverse-direction MR analysis (ORs and P values were not applicable due to no eligible SNPs in GWAS), with insignificant heterogeneity ( Q = 22.6, I 2 < 0.001, P = .066) and pleiotropy (intercept = 0.032, SE = 0.057, P = .592) in effect estimates. Our bi-directional MR analysis affirms no causal effect of insomnia on tuberculosis, or tuberculosis on insomnia. … (more)
- Is Part Of:
- Medicine. Volume 101:Issue 37(2022)
- Journal:
- Medicine
- Issue:
- Volume 101:Issue 37(2022)
- Issue Display:
- Volume 101, Issue 37 (2022)
- Year:
- 2022
- Volume:
- 101
- Issue:
- 37
- Issue Sort Value:
- 2022-0101-0037-0000
- Page Start:
- e30509
- Page End:
- Publication Date:
- 2022-09-16
- Subjects:
- insomnia -- instrumental variant -- Mendelian randomization -- single-nucleotide polymorphism -- tuberculosis
Medicine -- Periodicals
Medicine -- Periodicals
Médecine -- Périodiques
Geneeskunde
Medicine
Periodicals
Periodicals
610.5 - Journal URLs:
- http://journals.lww.com/md-journal/pages/default.aspx ↗
http://gateway.ovid.com/ovidweb.cgi?T=JS&PAGE=toc&D=ovft&MODE=ovid&NEWS=N&AN=00002060-000000000-00000 ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/MD.0000000000030509 ↗
- Languages:
- English
- ISSNs:
- 0025-7974
- Deposit Type:
- Legaldeposit
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