Wang Qiwei, Lv Dingyang, Wen Jie, Zhou Huiyu, Jia Mohan, Li Jinshuai, Du Hongyang, Shuang Weibing
First Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Department of Urology, The First Hospital of Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, 030001, China.
BMC Cancer. 2025 Feb 27;25(1):360. doi: 10.1186/s12885-025-13774-0.
Benign adrenal tumors comprise the majority of asymptomatic adrenal masses and are often associated with cortisol secretion, which increases the risk of obesity and metabolic syndrome. Hormone secretion by these tumors may confound prevailing epidemiologic findings, and the causal relationships among obesity, body fat, and benign adrenal tumors remain uncertain. Mendelian randomization (MR) uses genetic variation as an instrumental variable to simulate randomized controlled trials, thereby reducing confounding and supporting causal relationships. Therefore, we aim to use MR methods to investigate causal relationships between obesity, body fat, and benign adrenal tumors. And use two-step MR to evaluate potential mediating mechanisms and their mediation proportions.
Single nucleotide polymorphisms significantly associated with obesity, body fat and possible mediators were selected as instrumental variables from published genome-wide association studies (GWAS). GWAS data for benign adrenal tumor cases (n = 1,790) and controls (n = 390,633) were obtained from the Finngen database. Univariable MR analysis was performed to evaluate the causal associations of obesity and body fat with benign adrenal tumors, with obesity and body fat quantified using ten anthropometric indicators. In addition, two-step MR was used to examine four categories of possible mediators (metabolic indicators, hormone indicators, inflammation and oxidation indicators, and diseases) to explore potential mechanisms between obesity, body fat, and benign adrenal tumors and to calculate mediation proportions.
Our results show that all anthropometric indicators are risk factors for benign adrenal tumors (OR range from 1.59 to 2.49 with FDR < 0.05). In addition, two-step MR analysis shows that both total and bioavailable testosterone levels significantly mediate body fat percentage, trunk fat percentage, and trunk fat mass on benign adrenal tumors in women (mediation proportion: 4.07%-15.58%). In addition, bioavailable testosterone levels mediate whole body fat mass (10.95%) and body mass index (17.04%), while total testosterone levels mediate hip circumference (7.27%) in women.
Our study demonstrates that obesity and elevated body fat may serve as risk factors for benign adrenal tumors. Furthermore, we identify the mediating role of total/bioavailable testosterone levels in women, suggesting its potential target for prevention and intervention of benign adrenal tumors in individuals with obesity or high body fat.
良性肾上腺肿瘤占无症状肾上腺肿块的大多数,且常与皮质醇分泌有关,这增加了肥胖和代谢综合征的风险。这些肿瘤的激素分泌可能会混淆当前的流行病学研究结果,肥胖、体脂与良性肾上腺肿瘤之间的因果关系仍不明确。孟德尔随机化(MR)使用基因变异作为工具变量来模拟随机对照试验,从而减少混杂因素并支持因果关系。因此,我们旨在使用MR方法研究肥胖、体脂与良性肾上腺肿瘤之间的因果关系,并使用两步MR评估潜在的中介机制及其中介比例。
从已发表的全基因组关联研究(GWAS)中选择与肥胖、体脂及可能的中介因素显著相关的单核苷酸多态性作为工具变量。良性肾上腺肿瘤病例(n = 1790)和对照(n = 390633)的GWAS数据来自芬兰基因数据库。进行单变量MR分析以评估肥胖和体脂与良性肾上腺肿瘤之间的因果关联,使用十种人体测量指标对肥胖和体脂进行量化。此外,使用两步MR检查四类可能的中介因素(代谢指标、激素指标、炎症和氧化指标以及疾病),以探索肥胖、体脂与良性肾上腺肿瘤之间的潜在机制并计算中介比例。
我们的结果表明,所有人体测量指标都是良性肾上腺肿瘤的危险因素(OR范围为1.59至2.49,FDR < 0.05)。此外,两步MR分析表明,总睾酮水平和生物可利用睾酮水平均显著介导女性体脂百分比、躯干脂肪百分比和躯干脂肪量对良性肾上腺肿瘤的影响(中介比例:4.07% - 15.58%)。此外,生物可利用睾酮水平介导女性全身脂肪量(10.95%)和体重指数(17.04%),而总睾酮水平介导女性臀围(7.27%)。
我们的研究表明,肥胖和体脂升高可能是良性肾上腺肿瘤的危险因素。此外,我们确定了总/生物可利用睾酮水平在女性中的中介作用,表明其可能是肥胖或体脂高的个体预防和干预良性肾上腺肿瘤的潜在靶点。