Evidence map›Paper›PMID 36937420›Full record

ArticleFrontiers in oncology2023

Mendelian randomization eradicates the causal relationship between educational attainment, household income, and oropharyngeal cancer.

Li Qi, Wenzhao Bao, Sai Wang, Xiaoxu Ding, Wei Li

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Article in Frontiers in oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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5 authors.

Li QiDepartment of Otorhinolaryngology, The Affiliated Hospital of Inner Mongolia University for the Nationalities, Tongliao, China.
Wenzhao BaoDepartment of Anesthesiology, The Affiliated Hospital of Inner Mongolia University for the Nationalities, Tongliao, China.
Sai WangDepartment of Otorhinolaryngology, The First Hospital of China Medical University, Shenyang, China.
Xiaoxu DingDepartment of Otorhinolaryngology, The First Hospital of China Medical University, Shenyang, China.
Wei LiDepartment of Otorhinolaryngology, The First Hospital of China Medical University, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: It was reported that educational attainment and household income are associated with oropharyngeal cancer. However, whether such an association is causal is still unknown. Methods: The Mendelian randomization (MR) design was performed to disentangle their causal relationship. Initially, genetic variants proxied for educational attainment and household income were extracted from the largest genome-wide association studies (GWAS), and two oropharyngeal GWAS datasets were used in the discovery and validation stages separately. A reverse MR analysis was carried out to judge whether oropharyngeal cancer affects educational attainment and household income. The results from the two stages were combined using meta-analysis. The heterogeneity and horizontal pleiotropy were appraised using several methods. Results: All selected genetic variants were valid. In the discovery stage, genetically elevated years of education might decrease the risk of oropharyngeal cancer (IVW OR = 0.148 [0.025, 0.872], p-value = 0.035), while such a result became insignificant in the validation stage (IVW p-value >0.05). Household income cannot change the risk of oropharyngeal cancer at both stages. The reverse MR suggested that oropharyngeal cancer should slightly alter household income (IVW OR = 1.001 [1.000, 1.003], p-value = 0.036) in the discovery set, but the result cannot be replicated in the validation stage. The meta-analysis did not find any significant results either. The results were also assessed by sensitivity analyses, and there was no heterogeneity or horizontal pleiotropy in the analyses. The statistical powers were all above 80% at the discovery stage. Conclusions: There should be no causal association between educational attainment, household income, and oropharyngeal cancer.

Indexed as

education attainmenthousehold incomeMendelian randomizationoropharyngeal cancerrisk factors

Identifiers

PMID36937420
PMCPMC10017480

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