Xiang Wang, Xuan Wang, Mengsheng Zhao, Lijuan Lin, Yi Li, Ning Xie, Yanru Wang, Aoxuan Wang, Xiaowen Xu, Can Ju, Qiuyuan Chen, Jiajin Chen, Ruili Hou, Zhongwen Zhang, David C Christiani, Feng Chen, Yongyue Wei, Ruyang Zhang
{"title":"双向孟德尔随机化和百万级数据的中介分析揭示了甲状腺相关表型、吸烟和肺癌之间的因果关系。","authors":"Xiang Wang, Xuan Wang, Mengsheng Zhao, Lijuan Lin, Yi Li, Ning Xie, Yanru Wang, Aoxuan Wang, Xiaowen Xu, Can Ju, Qiuyuan Chen, Jiajin Chen, Ruili Hou, Zhongwen Zhang, David C Christiani, Feng Chen, Yongyue Wei, Ruyang Zhang","doi":"10.7555/JBR.38.20240421","DOIUrl":null,"url":null,"abstract":"<p><p>Emerging evidence highlights the role of thyroid hormones in cancer, though findings are controversial. Research on thyroid-related traits in lung carcinogenesis is limited. Using UK Biobank data, we conducted bidirectional Mendelian randomization (MR) to assess causal links between lung cancer risk and thyroid dysfunction (hypothyroidism/hyperthyroidism) or function traits (free thyroxine [FT4], normal-range TSH). Furthermore, in the smoking-behavior stratified MR analysis, we evaluated the mediating effect of thyroid-related phenotypes on the association between smoking phenotype and lung cancer. We confirmed significant associations between lung cancer risk and hypothyroidism (hazards ratio [HR] = 1.14, 95% confidence interval [CI] = 1.03-1.26, <i>P</i> = 0.009) as well as hyperthyroidism (HR = 1.55, 95% CI = 1.29-1.87, <i>P</i> = 1.90×10 <sup>-6</sup>) in the UKB. Moreover, the MR analysis indicated a causal effect of thyroid dysfunction on lung cancer risk (OR <sub>inverse variance weighted [IVW]</sub> = 1.09, 95% CI = 1.05-1.13, <i>P</i> = 3.12×10 <sup>-6</sup> for hypothyroidism; OR <sub>IVW</sub> = 1.08, 95% CI = 1.04-1.12, <i>P</i> = 8.14×10 <sup>-5</sup> for hyperthyroidism). We found that FT4 levels were protective against lung cancer risk (OR <sub>IVW</sub> = 0.93, 95% CI = 0.87-0.99, <i>P</i> = 0.030). Additionally, the stratified MR analysis demonstrated the distinct causal effect of thyroid dysfunction on lung cancer risk among smokers. Hyperthyroidism mediated the effect of smoking behavior, especially the age of smoking initiation (17.66% mediated), on lung cancer risk. Thus, thyroid dysfunction phenotypes play causal roles in lung cancer development exclusively among smokers and act as mediators in the causal pathway from smoking to lung cancer.</p>","PeriodicalId":15061,"journal":{"name":"Journal of Biomedical Research","volume":" ","pages":"1-11"},"PeriodicalIF":2.2000,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Bidirectional Mendelian randomization and mediation analysis of million-scale data reveal causal relationships between thyroid-related phenotypes, smoking, and lung cancer.\",\"authors\":\"Xiang Wang, Xuan Wang, Mengsheng Zhao, Lijuan Lin, Yi Li, Ning Xie, Yanru Wang, Aoxuan Wang, Xiaowen Xu, Can Ju, Qiuyuan Chen, Jiajin Chen, Ruili Hou, Zhongwen Zhang, David C Christiani, Feng Chen, Yongyue Wei, Ruyang Zhang\",\"doi\":\"10.7555/JBR.38.20240421\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Emerging evidence highlights the role of thyroid hormones in cancer, though findings are controversial. Research on thyroid-related traits in lung carcinogenesis is limited. Using UK Biobank data, we conducted bidirectional Mendelian randomization (MR) to assess causal links between lung cancer risk and thyroid dysfunction (hypothyroidism/hyperthyroidism) or function traits (free thyroxine [FT4], normal-range TSH). Furthermore, in the smoking-behavior stratified MR analysis, we evaluated the mediating effect of thyroid-related phenotypes on the association between smoking phenotype and lung cancer. We confirmed significant associations between lung cancer risk and hypothyroidism (hazards ratio [HR] = 1.14, 95% confidence interval [CI] = 1.03-1.26, <i>P</i> = 0.009) as well as hyperthyroidism (HR = 1.55, 95% CI = 1.29-1.87, <i>P</i> = 1.90×10 <sup>-6</sup>) in the UKB. Moreover, the MR analysis indicated a causal effect of thyroid dysfunction on lung cancer risk (OR <sub>inverse variance weighted [IVW]</sub> = 1.09, 95% CI = 1.05-1.13, <i>P</i> = 3.12×10 <sup>-6</sup> for hypothyroidism; OR <sub>IVW</sub> = 1.08, 95% CI = 1.04-1.12, <i>P</i> = 8.14×10 <sup>-5</sup> for hyperthyroidism). We found that FT4 levels were protective against lung cancer risk (OR <sub>IVW</sub> = 0.93, 95% CI = 0.87-0.99, <i>P</i> = 0.030). Additionally, the stratified MR analysis demonstrated the distinct causal effect of thyroid dysfunction on lung cancer risk among smokers. Hyperthyroidism mediated the effect of smoking behavior, especially the age of smoking initiation (17.66% mediated), on lung cancer risk. Thus, thyroid dysfunction phenotypes play causal roles in lung cancer development exclusively among smokers and act as mediators in the causal pathway from smoking to lung cancer.</p>\",\"PeriodicalId\":15061,\"journal\":{\"name\":\"Journal of Biomedical Research\",\"volume\":\" \",\"pages\":\"1-11\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-02-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Biomedical Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.7555/JBR.38.20240421\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Biomedical Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.7555/JBR.38.20240421","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0
摘要
新出现的证据强调了甲状腺激素在癌症中的作用,尽管研究结果存在争议。肺癌发生中甲状腺相关特征的研究有限。使用UK Biobank的数据,我们进行了双向孟德尔随机化(MR)来评估肺癌风险与甲状腺功能障碍(甲状腺功能减退/甲状腺功能亢进)或功能特征(游离甲状腺素[FT4],正常范围TSH)之间的因果关系。此外,在吸烟行为分层MR分析中,我们评估了甲状腺相关表型在吸烟表型与肺癌之间的中介作用。我们证实肺癌风险与UKB中甲状腺功能减退(风险比[HR] = 1.14, 95%可信区间[CI] = 1.03-1.26, P = 0.009)和甲状腺功能减退(风险比[HR] = 1.55, 95% CI = 1.29-1.87, P = 1.90×10 -6)之间存在显著关联。此外,磁共振分析显示甲状腺功能障碍与肺癌风险有因果关系(OR逆方差加权[IVW] = 1.09, 95% CI = 1.05-1.13, P = 3.12×10 -6;OR IVW = 1.08, 95% CI = 1.04-1.12, P = 8.14×10 -5(甲亢)。我们发现FT4水平对肺癌风险有保护作用(OR IVW = 0.93, 95% CI = 0.87-0.99, P = 0.030)。此外,分层磁共振分析表明,甲状腺功能障碍对吸烟者肺癌风险有明显的因果影响。甲状腺功能亢进介导吸烟行为,尤其是开始吸烟年龄对肺癌风险的影响(17.66%介导)。因此,甲状腺功能障碍表型仅在吸烟者中对肺癌的发展起因果作用,并在吸烟到肺癌的因果通路中起中介作用。
Bidirectional Mendelian randomization and mediation analysis of million-scale data reveal causal relationships between thyroid-related phenotypes, smoking, and lung cancer.
Emerging evidence highlights the role of thyroid hormones in cancer, though findings are controversial. Research on thyroid-related traits in lung carcinogenesis is limited. Using UK Biobank data, we conducted bidirectional Mendelian randomization (MR) to assess causal links between lung cancer risk and thyroid dysfunction (hypothyroidism/hyperthyroidism) or function traits (free thyroxine [FT4], normal-range TSH). Furthermore, in the smoking-behavior stratified MR analysis, we evaluated the mediating effect of thyroid-related phenotypes on the association between smoking phenotype and lung cancer. We confirmed significant associations between lung cancer risk and hypothyroidism (hazards ratio [HR] = 1.14, 95% confidence interval [CI] = 1.03-1.26, P = 0.009) as well as hyperthyroidism (HR = 1.55, 95% CI = 1.29-1.87, P = 1.90×10 -6) in the UKB. Moreover, the MR analysis indicated a causal effect of thyroid dysfunction on lung cancer risk (OR inverse variance weighted [IVW] = 1.09, 95% CI = 1.05-1.13, P = 3.12×10 -6 for hypothyroidism; OR IVW = 1.08, 95% CI = 1.04-1.12, P = 8.14×10 -5 for hyperthyroidism). We found that FT4 levels were protective against lung cancer risk (OR IVW = 0.93, 95% CI = 0.87-0.99, P = 0.030). Additionally, the stratified MR analysis demonstrated the distinct causal effect of thyroid dysfunction on lung cancer risk among smokers. Hyperthyroidism mediated the effect of smoking behavior, especially the age of smoking initiation (17.66% mediated), on lung cancer risk. Thus, thyroid dysfunction phenotypes play causal roles in lung cancer development exclusively among smokers and act as mediators in the causal pathway from smoking to lung cancer.