Evidence map›Paper›PMID 40016652›Full record

ArticleBMC cancer2025

Relationship of obesity, body fat, benign adrenal tumors and the mediating mechanism: a two-step mendelian randomization study.

Qiwei Wang, Dingyang Lv, Jie Wen, Huiyu Zhou, Mohan Jia, Jinshuai Li, Hongyang Du, Weibing Shuang

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Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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3citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Qiwei Wang *First Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Dingyang Lv *First Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Jie WenFirst Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Huiyu ZhouFirst Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Mohan JiaFirst Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Jinshuai LiFirst Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Hongyang DuFirst Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China.
Weibing ShuangFirst Clinical Medical College, Shanxi Medical University, No. 85 Jiefang South Road, Yingze District, Taiyuan, Shanxi Province, China. shuangweibing@126.com.ORCID http://orcid.org/0000-0001-9597-1886

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBenign 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.

methodSingle 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.

resultOur 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.

conclusionOur 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.

Indexed as

Adipose TissueAdrenal Gland NeoplasmsMendelian Randomization AnalysisObesityFemaleGenome-Wide Association StudyHumansMaleMiddle AgedPolymorphism, Single NucleotideRisk FactorsAdiposeAdrenal benign tumorAndrogensGenetic instrumental variableGonadal hormoneMetabolic syndromeOverweight

Identifiers

PMID40016652
PMCPMC11866879

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.