Qi Li, Bao Wenzhao, Wang Sai, Ding Xiaoxu, Li Wei
Department of Otorhinolaryngology, The Affiliated Hospital of Inner Mongolia University for the Nationalities, Tongliao, China.
Department of Otorhinolaryngology, The First Hospital of China Medical University, Shenyang, China.
Front Oncol. 2023 Mar 2;13:930940. doi: 10.3389/fonc.2023.930940. eCollection 2023.
It was reported that educational attainment and household income are associated with oropharyngeal cancer. However, whether such an association is causal is still unknown.
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.
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.
There should be no causal association between educational attainment, household income, and oropharyngeal cancer.
据报道,教育程度和家庭收入与口咽癌有关。然而,这种关联是否具有因果关系仍不清楚。
采用孟德尔随机化(MR)设计来理清它们之间的因果关系。首先,从最大的全基因组关联研究(GWAS)中提取代表教育程度和家庭收入的遗传变异,并分别在发现和验证阶段使用两个口咽GWAS数据集。进行反向MR分析以判断口咽癌是否会影响教育程度和家庭收入。使用荟萃分析将两个阶段的结果合并。采用多种方法评估异质性和水平多效性。
所有选定的遗传变异均有效。在发现阶段,遗传上受教育年限的增加可能会降低口咽癌的风险(IVW比值比=0.148[0.025,0.872],p值=0.035),而在验证阶段该结果变得不显著(IVW p值>0.05)。在两个阶段,家庭收入均不能改变口咽癌的风险。反向MR表明,在发现集中口咽癌应会轻微改变家庭收入(IVW比值比=1.001[1.000,1.003],p值=0.036),但该结果在验证阶段无法重复。荟萃分析也未发现任何显著结果。通过敏感性分析对结果进行评估,分析中没有异质性或水平多效性。在发现阶段,统计功效均高于80%。
教育程度、家庭收入与口咽癌之间不应存在因果关联。