Journal of Shandong University (Health Sciences) ›› 2025, Vol. 63 ›› Issue (6): 67-77.doi: 10.6040/j.issn.1671-7554.0.2024.1155

• Clinical Medicine • Previous Articles    

Causal association of antidiabetic drugs with female malignant tumours: a two-sample Mendelian randomisation study

WANG Xuemei1,2, YANG Hao1, SONG Yang3, CHENG Shichao4, ZHANG Tingting2, WANG Yanchun2   

  1. 1. Department of Traditional Chinese Medicine, Peoples Hospital of Zhengzhou University, Zhengzhou 450003, Henan, China;
    2. Department of Traditional Chinese Medicine, Peoples Hospital of Henan Province, Zhengzhou 450003, Henan, China;
    3. Department of Traditional Chinese Medicine, Peoples Hospital of Henan University, Zhengzhou 450003, Henan, China;
    4. The Third School of Clinical Medicine, Henan University of Traditional Chinese Medicine, Zhengzhou 450003, Henan, China
  • Published:2025-07-08

Abstract: Objective To investigate the causal associations between antidiabetic medications(exogenous insulin, metformin, rosiglitazone, and gliclazide)and the risk of malignant tumours in women using Mendelian randomisation. Methods Summary-level data from genome-wide association studies(GWAS)in the IEU OpenGWAS project were analyzed. Exposures included four antidiabetic drugs(insulin, metformin, rosiglitazone, and gliclazide), with female malignant tumours as the outcome. Two-sample Mendelian randomisation analyses were conducted using inverse variance weighting(IVW, primary method), MR-Egger regression, and weighted median approaches. Heterogeneity was assessed via IVW and MR-Egger, pleiotropy was evaluated using MR-Egger intercepts, and leave-one-out sensitivity analysis tested result robustness. Results This study showed a positive causal association between insulin treatment and the risk of ovarian cancer(OR=1.08,95%CI: 1.03-1.14; P=0.004), a negative causal association with the risk of cervical cancer(OR=6.14×10-11,95%CI: 2.00×10-19-1.88×10-2; P=0.018), endometrial cancer(OR=1.86×10-3,95%CI: 6.47×10-6-0.533; P=0.029), breast cancer(OR=4.83×10-4;95%CI: 2.02×10-6-0.116; P=0.006), and HER(+)breast cancer subtype(OR=2.4×10-4;95%CI: 1.64×10-7-0.351; P=0.025), and a negative causal association between metformin treatment and human epidermal growth factor receptor(HER)(+)breast cancer subtypes(OR=2.14×10-2;95%CI: 1.36×10-3-0.337; P=0.006). No horizontal pleiotropy was found in any of the above studies. Conclusion Exogenous insulin increases ovarian cancer risk but reduces risks of cervical, endometrial, breast, and HER(+)breast cancers. Metformin lowers HER+ breast cancer risk.

Key words: Female malignant tumours, Breast cancer, Insulin, Metformin, Mendelian randomisation

CLC Number: 

  • R737.3
[1] Sung H, Ferlay J, Siegel RL, et al. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries[J]. CA Cancer J Clin, 2021, 71(3): 209-249.
[2] Saeedi P, Petersohn I, Salpea P, et al. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the International Diabetes Federation Diabetes Atlas, 9th edition[J]. Diabetes Res Clin Pract, 2019, 157: 107843. doi:10.1016/j.diabres.2019.107843
[3] Tu ZZ, Lu Q, Zhang YB, et al. Association of comprehensive healthy lifestyle with diabetes, cardiovascular disease, cancer, and mortality in adults with prediabetes: evidence from four cohort studies in China, the united states, and the united kingdom[J]. Engineering, 2023, 22(3): 141-148.
[4] González P, Lozano P, Ros G, et al. Hyperglycemia and oxidative stress: an integral, updated and critical overview of their metabolic interconnections[J]. Int J Mol Sci, 2023, 24(11): 9352.
[5] Cignarelli A, Genchi VA, Caruso I, et al. Diabetes and cancer: pathophysiological fundamentals of a ‘dangerous affair’[J]. Diabetes Res Clin Pract, 2018, 143: 378-388. doi: 10.1016/j.diabres.2018.04.002
[6] Rey-Reñones C, Baena-Díez JM, Aguilar-Palacio I, et al. Type 2 diabetes mellitus and cancer: epidemiology, physio-pathology and prevention[J]. Biomedicines, 2021, 9(10): 1429. doi:10.3390/biomedicines9101429
[7] 于义. 糖尿病治疗药物与肿瘤相关性概述[J]. 中国实用医药, 2020, 15(11): 189-192. YU Yi. Overview of the association between antidiabetic medications and cancer[J]. Chinese Journal of Practical Medicine, 2020, 15(11): 189-192.
[8] Joung KH, Jeong JW, Ku BJ. The association between type 2 diabetes mellitus and women cancer: the epidemiological evidences and putative mechanisms[J]. Biomed Res Int, 2015, 2015: 920618. doi:10.1155/2015/920618
[9] 常鑫, 刘世佳, 韩璐. 服用阿司匹林与子宫内膜癌发病风险的孟德尔随机化关系[J]. 山东大学学报(医学版), 2023, 61(10): 58-62. CHANG Xin, LIU Shijia, HAN Lu. Mendelian randomization analysis of the association between aspirin use and the risk of endometrial cancer [J]. Journal of Shandong University(Health Sciences), 2023, 61(10): 58-62.
[10] 张娜娜, 赵一鸣, 刘新敏. 基于两样本孟德尔随机化探索子宫肌瘤与乳腺癌的因果关系[J]. 山东大学学报(医学版), 2023, 61(8): 86-93. ZHANG Nana, ZHAO Yiming, LIU Xinmin, et al. Causal relationship between uterine leiomyomas and breast cancer: a two-sample Mendelian randomization study [J]. Journal of Shandong University(Health Sciences), 2023, 61(8): 86-93.
[11] Saori S, Masahiro K, Yosuke T, et al. A cross-population atlas of genetic associations for 220 human phenotypes[J]. Nat Genet, 2021, 53(10): 1415-1424.
[12] Michailidou K, Lindström S, Dennis J, et al. Association analysis identifies 65 new breast cancer risk loci[J]. Nature, 2017, 551(7678): 92-94.
[13] Chen M, Lin S, Chen W, et al. Antidiabetic drug administration prevents bone mineral density loss: evidence from a two-sample Mendelian randomization study[J]. PLoS One, 2024, 19(3): e0300009. doi:10.1371/journal.pone.0300009
[14] Li R, Peng L, Deng D, et al. Potential causal association between aspirin use and erectile dysfunction in European population: a Mendelian randomization study[J]. Front Endocrinol(Lausanne), 2023, 14: 1329847. doi:10.3389/fendo.2023.1329847
[15] Liu T, Wang Z, Kang X, et al. Causal relationships between psychological disorders and functional gastrointestinal disorders: a bidirectional two-sample Mendelian randomization study[J]. Eur J Gastroenterol Hepatol, 2024, 36(11): 1267-1274.
[16] Chen Y, Bai B, Ye S, et al. Genetic effect of metformin use on risk of cancers: evidence from Mendelian randomization analysis[J]. Diabetol Metab Syndr, 2023, 15(1): 252.
[17] Burgess S, Thompson SG. Interpreting findings from Mendelian randomization using the MR-Egger method[J]. Eur J Epidemiol, 2017, 32(5): 377-389.
[18] Pearson-Stuttard J, Bennett J, Cheng YJ, et al. Trends in predominant causes of death in individuals with and without diabetes in England from 2001 to 2018: an epidemiological analysis of linked primary care records[J]. Lancet Diabetes Endocrinol, 2021, 9(3): 165-173.
[19] Ryu TY, Park J, Scherer PE. Hyperglycemia as a risk factor for cancer progression[J]. Diabetes Metab J, 2014, 38(5): 330-336.
[20] Tsilidis KK, Kasimis JC, Lopez DS, et al. Type 2 diabetes and cancer: umbrella review of meta-analyses of observational studies[J]. BMJ, 2015, 350: g7607. doi:10.1136/bmj.g7607
[21] Yahya MA, Sharon SM, Hantisteanu S, et al. The role of the insulin-like growth factor 1 pathway in immune tumor microenvironment and its clinical ramifications in gynecologic malignancies[J]. Front Endocrinol(Lausanne), 2018, 9: 297. doi:10.3389/fendo.2018.00297
[22] Salazar-Martínez E, Lazcano-Ponce EC, Lira-Lira GG, et al. Case-control study of diabetes, obesity, physical activity and risk of endometrial cancer among Mexican women[J]. Cancer Causes Control, 2000, 11(8): 707-711.
[23] Qi J, He P, Yao H, et al. Cancer risk among patients with type 2 diabetes: a real-world study in Shanghai, China[J]. J Diabetes, 2019, 11(11): 878-883.
[24] Cao M, Isaac R, Yan W, et al. Cancer-cell-secreted extracellular vesicles suppress insulin secretion through miR-122 to impair systemic glucose homeostasis and contribute to tumour growth[J]. Nat Cell Biol, 2022, 24(6): 954-967.
[25] Zhong W, Mao Y. Daily insulin dose and cancer risk among patients with type 1 diabetes[J]. JAMA Oncol, 2022, 8(9): 1356-1358.
[26] Han CY, Patten DA, Lee SG, et al. p53 promotes chemoresponsiveness by regulating hexokinase II gene transcription and metabolic reprogramming in epithelial ovarian cancer[J]. Mol Carcinog, 2019, 58(11): 2161-2174.
[27] Yang X, Huang M, Zhang Q, et al. Metformin antagonizes ovarian cancer cells malignancy through MSLN mediated IL-6/STAT3 signaling[J]. Cell Transplant, 2021, 30: 9636897211027819. doi:10.1177/09636897211027819
[28] Sun H, Saeedi P, Karuranga S, et al. IDF diabetes atlas: global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045[J]. Diabetes Res Clin Pract, 2022, 183: 109119. doi:10.1016/j.diabres.2021.109119
[29] 郑媛媛, 聂鹏. 罗格列酮的不良反应机制及应用研究进展[J]. 中国现代应用药学, 2023, 40(9): 1282-1289. ZHENG Yuanyuan, NIE Peng. Research progress of adverse reaction mechanisms and applications of rosiglitazone [J]. Chin J Mod Appl Pharm, 2023, 40(9): 1282-1289.
[30] 汪天明, 陈光亮. 磺脲类降糖药物长期应用的安全性研究[J]. 中国药房, 2013, 24(18): 1707-1710. WANG Tianming, CHEN Guangliang. Long-term safety of sulfonylurea antidiabetic drugs [J]. China Pharmacy, 2013, 24(18): 1707-1710.
[31] 芦晶晶, 雷营, 周亚茹. 糖尿病与肿瘤的关系研究进展[J]. 河北医科大学学报, 2020, 41(10): 1236-1240. LU Jingjing, LEI Ying, ZHOU Yaru. Research progress on the relationship between diabetes and cancer[J]. Journal of Hebei Medical University, 2020, 41(10): 1236-1240.
[1] ZHANG Yuan, LI Yang-Min, FENG Rue-Qiu, CHANG Cai-Yun, PAN Hua-Wei, WANG Shu-Mei. Relationship among serum adiponectin level, obesity and insulin resistance [J]. JOURNAL OF SHANDONG UNIVERSITY (HEALTH SCIENCES), 2209, 47(6): 124-.
[2] LIU Baoguo, SONG Xiang, ZHAO Xiaowen, MAO Yali. Application value of serum STAT5B and NKAIN1 mRNA detection in breast cancer [J]. Journal of Shandong University (Health Sciences), 2025, 63(7): 68-74.
[3] YU Zhigang, ZHENG Chao. Current status, challenges and innovative approaches of multidisciplinary treatment for breast cancer [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 1-9.
[4] . Shandong Province expert consensus on multidisciplinary treatment of breast cancer(2024 edition) [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 10-16.
[5] CHENG Yueqi, WANG Fei, YU Lixiang, ZHENG Chao, YU Zhigang. Progress in the study of trastuzumab-induced cardiotoxicity in HER2-positive breast cancer patients [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 17-24.
[6] WANG Min, LI Xiping, TAN Jun, QIU Mei, HOU Zeyu, TIAN Ying, LUO Hongying, FAN Chaowen, QI Ling, YU Qi, XIE Wei. Lentivirus vector-mediated Gag-Caspase-8 induces apoptosis and S-phase arrest in triple-negative breast cancer primary cells [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 25-34.
[7] ZHANG Jie, ZHANG Fangfang, WANG Jingnan, LI Zeyu, SONG Ying, LI Na. Expression of circ_0000144 in breast cancer and its effect on the proliferation, migration and invasion ability of breast cancer cells [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 35-42.
[8] SONG Yawen, GUO Liantao, KONG Deguang, SUN Shengrong. VTCN1 causes poor prognosis and endocrine therapy resistance in HR+ breast cancer [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 43-59.
[9] LIU Jingjing, PANG Jing, ZHAO Xiaodan, LIN Xin, FU Min, CHEN Jingjing. Machine learning model based on mammography and DCE-MRI to predict pathological complete response after neoadjuvant therapy in breast cancer: a dual center research [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 60-72.
[10] SUN Jing, YANG Ruimin, WANG Cong, ZHANG Yue, LUO Bing. Combined models based on preoperative ultrasound, inflammatory indicators and ultrasound radiomics for predicting axillary lymph node metastasis of breast cancer [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 73-80.
[11] LI Yong, CUI Shujun, YANG Fei, ZHANG Fan, YIN Xiaoxia. Enhanced MRI-based subregional radiomics model can predict pathological complete response after neoadjuvant chemotherapy in breast cancer patients [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 81-89.
[12] YUAN Zonghuai, PAN Guangye, CHI Yuemei, AN Chuanguo, ZHANG Yonggang. Causal relationship between low grade serous ovarian cancer and breast cancer analyzed by Mendelian randomization [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 99-107.
[13] AI Xiancheng, WANG Fei, ZHOU Wenzhong, YU Lixiang, ZHOU Fei, XIANG Yujuan, LI Liang, YU Zhigang. Current status of breast multidisciplinary treatment in 38 tertiary hospitals in Shandong Province, China [J]. Journal of Shandong University (Health Sciences), 2025, 63(1): 108-114.
[14] LIU Xiangrong, ZHANG Xinsheng, YANG Jinran, YANG Xueyan, LIU Zhao, LIU Yinghua. Association of the ratio of ω-6/ω-3 polyunsaturated fatty acids with various tumor types risk: a systematic review and Meta-analysis [J]. Journal of Shandong University (Health Sciences), 2024, 62(8): 34-48.
[15] LIU Lin, WANG Xiaonan, YANG Yaxi, WANG Jiangteng, LI Xu, ZHOU Xinli, GUAN Qingbo, ZHANG Xu. Correlation of triglycride-glucose index and atherosclerotic stenosis in intracranial arteries [J]. Journal of Shandong University (Health Sciences), 2024, 62(8): 93-100.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!