Polygenic risk score phenome-wide association study reveals an association between endometriosis and testosterone

被引:3
|
作者
Mcgrath, Isabelle M. [1 ]
Montgomery, Grant W. [1 ]
Mortlock, Sally [1 ]
机构
[1] Univ Queensland, Inst Mol Biosci, Brisbane, Qld 4072, Australia
基金
澳大利亚国家健康与医学研究理事会;
关键词
Endometriosis; Testosterone; PheWAS; Mendelian randomisation; Genetic; Ovarian cancer; MENDELIAN RANDOMIZATION; PAIN; TOOL;
D O I
10.1186/s12916-023-03184-z
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundEndometriosis affects 1 in 9 women, yet it is poorly understood with long diagnostic delays, invasive diagnoses, and poor treatment outcomes. Characterised by the presence of endometrial-like tissue outside of the uterus, its main symptoms are pain and infertility. Endometriosis often co-occurs with other conditions, which may provide insights into the origins of endometriosis.MethodsHere a polygenic risk score phenome-wide association study of endometriosis was conducted in the UK Biobank to investigate the pleiotropic effects of a genetic liability to endometriosis. The relationship between the polygenic risk score for endometriosis and health conditions, blood and urine biomarkers and reproductive factors were investigated separately in females, males and females without an endometriosis diagnosis. The relationship between endometriosis and the blood and urine biomarkers was further investigated using genetic correlation and Mendelian randomisation approaches to identify causal relationships.ResultsMultiple health conditions, blood and urine biomarkers and reproductive factors were associated with genetic liability to endometriosis in each group, indicating many endometriosis comorbidities are not dependent on the physical manifestation of endometriosis. Differences in the associated traits between males and females highlighted the importance of sex-specific pathways in the overlap of endometriosis with many other traits. Notably, an association of genetic liability to endometriosis with lower testosterone levels was identified. Follow-up analysis utilising Mendelian randomisation approaches suggested lower testosterone may be causal for both endometriosis and clear cell ovarian cancer.ConclusionsThis study highlights the diversity of the pleiotropic effects of genetic risk to endometriosis irrespective of a diagnosis of endometriosis. A key finding was the identification of a causal effect of the genetic liability to lower testosterone on endometriosis using Mendelian randomisation.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Phenome-wide association studies of genetic variants in microRNAs
    Mustafa, Rima
    Ghanbari, Mohsen
    Evangelou, Marina
    Dehghan, Abbas
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2023, 31 : 642 - 642
  • [42] PHENOME-WIDE ASSOCIATION: NEW OPPORTUNITIES AND NEW PROBLEMS
    Williams, R. W.
    Mulligan, M. K.
    Pandey, A.
    Wang, X.
    Lu, L.
    ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH, 2014, 38 : 309A - 309A
  • [43] Methodology in phenome-wide association studies: a systematic review
    Wang, Lijuan
    Zhang, Xiaomeng
    Meng, Xiangrui
    Koskeridis, Fotios
    Georgiou, Andrea
    Yu, Lili
    Campbell, Harry
    Theodoratou, Evropi
    Li, Xue
    JOURNAL OF MEDICAL GENETICS, 2021, 58 (11) : 720 - 728
  • [44] A simulation study investigating power estimates in phenome-wide association studies
    Verma, Anurag
    Bradford, Yuki
    Dudek, Scott
    Lucas, Anastasia M.
    Verma, Shefali S.
    Pendergrass, Sarah A.
    Ritchie, Marylyn D.
    BMC BIOINFORMATICS, 2018, 19
  • [45] Current Scope and Challenges in Phenome-Wide Association Studies
    Anurag Verma
    Marylyn D. Ritchie
    Current Epidemiology Reports, 2017, 4 (4) : 321 - 329
  • [46] The challenges, advantages and future of phenome-wide association studies
    Hebbring, Scott J.
    IMMUNOLOGY, 2014, 141 (02) : 157 - 165
  • [47] From Genome-Wide Association Study to Phenome-Wide Association Study: New Paradigms in Obesity Research
    Zhang, Y. -P.
    Zhang, Y. -Y.
    Duan, D. D.
    GENETICS OF MONOGENIC AND SYNDROMIC OBESITY, 2016, 140 : 185 - 231
  • [48] Disease outcomes of chronic kidney disease: a Phenome-wide association study
    Li Chunyang
    Yang, Wanyi
    Zeng, Xiaoxi
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2024, 39 : I945 - I945
  • [49] Disease outcomes of chronic kidney disease: a Phenome-wide association study
    Chunyang, Li
    Yang, Wanyi
    Zeng, Xiaoxi
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2024, 39
  • [50] A simulation study investigating power estimates in phenome-wide association studies
    Anurag Verma
    Yuki Bradford
    Scott Dudek
    Anastasia M. Lucas
    Shefali S. Verma
    Sarah A. Pendergrass
    Marylyn D. Ritchie
    BMC Bioinformatics, 19