Evidence map›Paper›PMID 36800955›Full record

SynthesisBMC medicine2023

The hepato-ovarian axis: genetic evidence for a causal association between non-alcoholic fatty liver disease and polycystic ovary syndrome.

Dong Liu, Xue Gao, Xiong-Fei Pan, Tao Zhou, Cairong Zhu, Fei Li, Jian-Gao Fan, Giovanni Targher, Jian Zhao

Open access · goldAbstract readMeta-Analysis
In one paragraph

Synthesis in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed, 1 pooled it
14.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

56 citing papers in PubMed, 1 synthesis or guideline pooled it, 69 citations in OpenAlex.

  1. Pooled it
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  8. Sex and gender differences in metabolic dysfunction-associated liver disease.Indian journal of gastroenterology : official journal of the Indian Society of Gastroenterology · 2026
    Review
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  17. Sex Hormones and Metabolic Dysfunction-Associated Steatotic Liver Disease.International journal of molecular sciences · 2025
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 5 institutions in 3 countries.

Dong LiuMinistry of Education and Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, No.1665, Kongjiang Road, Yangpu District, Shanghai, 200092, China.
Xue GaoDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China.
Xiong-Fei PanMinistry of Education Key Laboratory of Birth Defects and Related Diseases in Women and Children, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
Tao ZhouSchool of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China.
Cairong ZhuWest China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.
Fei LiMinistry of Education and Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, No.1665, Kongjiang Road, Yangpu District, Shanghai, 200092, China.
Jian-Gao FanDepartment of Gastroenterology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Giovanni TargherSection of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona, Verona, Italy.
Jian ZhaoMinistry of Education and Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, No.1665, Kongjiang Road, Yangpu District, Shanghai, 200092, China. jzhao.epi@gmail.com.ORCID 0000-0002-1306-1676
Shanghai Jiao Tong University · CNSichuan University · CNShanxi Medical University · CNSun Yat-sen University · CNUniversity of Verona · IT

Funding

Applied Basic Research Project of Shanxi Province, China 20210302124186National Natural Science Foundation of China 82103949School of Medicine, Shanghai Jiao Tong University 2021YJRC02
6 · The paper itself

Abstract

backgroundRecent studies found associations between non-alcoholic fatty liver disease (NAFLD) and polycystic ovary syndrome (PCOS), but the causal nature of this association is still uncertain.

methodsWe performed a bidirectional two-sample Mendelian randomization (MR) analysis to test for the causal association between NAFLD and PCOS using data from a large-scale biopsy-confirmed NAFLD genome-wide association study (GWAS) (1483 cases and 17,781 controls) and PCOS GWAS (10,074 cases and 103,164 controls) in European ancestries. Data from glycemic-related traits GWAS (in up to 200,622 individuals) and sex hormones GWAS (in 189,473 women) in the UK Biobank (UKB) were used in the MR mediation analysis to assess potential mediating roles of these molecules in the causal pathway between NAFLD and PCOS. Replication analysis was conducted using two independent datasets from NAFLD and PCOS GWASs in the UKB and a meta-analysis of data from FinnGen and the Estonian Biobank, respectively. A linkage disequilibrium score regression was conducted to assess genetic correlations between NAFLD, PCOS, glycemic-related traits, and sex hormones using full summary statistics.

resultsIndividuals with higher genetic liability to NAFLD were more likely to develop PCOS (OR per one-unit log odds increase in NAFLD: 1.10, 95% CI: 1.02-1.18; P = 0.013). Indirect causal effects of NAFLD on PCOS via fasting insulin only (OR: 1.02, 95% CI: 1.01-1.03; P = 0.004) and further a suggestive indirect causal effect via fasting insulin in concert with androgen levels were revealed in MR mediation analyses. However, the conditional F statistics of NAFLD and fasting insulin were less than 10, suggesting likely weak instrument bias in the MVMR and MR mediation analyses.

conclusionsOur study suggests that genetically predicted NAFLD was associated with a higher risk of developing PCOS but less evidence for vice versa. Fasting insulin and sex hormones might mediate the link between NAFLD and PCOS.

Indexed as

Non-alcoholic Fatty Liver DiseasePolycystic Ovary SyndromeFemaleGenome-Wide Association StudyHumansInsulinRisk FactorsInsulinFasting insulinHepato-ovarian axisMendelian randomizationNon-alcoholic fatty liver diseasePolycystic ovary syndromeSex hormones

Identifiers

PMID36800955
PMCPMC9940436
OpenAlexW4321351116

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.