Item request has been placed! ×
Item request cannot be made. ×
loading  Processing Request

Genetically predicted circulating immune cells and cytokines reveal the causal role of immune factors on female infertility: a two-sample mendelian randomization study.

Item request has been placed! ×
Item request cannot be made. ×
loading   Processing Request
  • Additional Information
    • Source:
      Publisher: BioMed Central Country of Publication: England NLM ID: 100967799 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2393 (Electronic) Linking ISSN: 14712393 NLM ISO Abbreviation: BMC Pregnancy Childbirth Subsets: MEDLINE
    • Publication Information:
      Original Publication: London : BioMed Central, [2001-
    • Subject Terms:
    • Abstract:
      Objectives: Previous studies suggested that immune factors may play critical roles in female infertility, but their causal links remain unclear. To address this gap, this study employs the Mendelian randomization (MR) to delineate the causal association between circulating immune factors and female infertility.
      Methods: This study employed summary-level data from three genome-wide association studies (GWAS) encompassing 731 peripheral immune cell signatures, 41 circulating cytokines, and five female infertility phenotypes to reveal the causal relationship between immune factors and female infertility. Causalities of exposure-outcome pairs were explored mainly using two-sample MR, and comprehensive sensitivity analyses were deployed to validate the reliability of the results. Multi-variable Mendelian randomization (MVMR) was further employed to examine the potential mediating effects between significant exposures.
      Results: Following false discovery rate (FDR) correction and sensitivity analyses, univariable Mendelian randomization identified distinct causal immune signatures across infertility subtypes. Peripheral levels of Naive CD8br %CD8br, MIP1B and IL17 were causally associated with general female infertility, and higher circulating MIP1B level decreased the risk of ovarian infertility. Furthermore, peripheral levels of CD80 on monocyte and MIP1B were causally associated with a higher risk of tubal infertility, three peripheral immune cell features (CD86 + myeloid DC AC, HLA DR + NK %NK, CD16 on CD14- CD16 + monocyte) were causal for uterine factor infertility, and three cytokines (MIP1B, IL18, IL17) were genetic causes of cervical infertility, vaginal infertility, other or unspecified origin infertility (FIOTHNAS). MVMR further revealed that MIP1B's effects on general female infertility and FIOTHNAS were substantially attenuated upon adjusting for circulating levels of IL17 and IL18.
      Conclusion: Our results highlight that immune response contributes to female infertility risk through subtype-specific mechanisms, providing clues for following clinical research and treatment.
      Competing Interests: Declarations. Ethics approval and consent to participate: Data used in this study was provided by the Finngen R9 release and published GWAS study, thus the ethical approval and informed consent have been approved by the corresponding ethical review board. Additionally, no individual-level data was used in this study. Thus, no ethical approval was required. Consent for publication: Not applicable. Competing interests: The authors declare no competing interests.
      (© 2025. The Author(s).)
    • References:
      Genet Epidemiol. 2016 May;40(4):304-14. (PMID: 27061298)
      Int J Epidemiol. 2003 Feb;32(1):1-22. (PMID: 12689998)
      Am J Reprod Immunol. 2010 Mar 1;63(3):200-8. (PMID: 20055792)
      Fertil Steril. 2010 Nov;94(6):2030-6. (PMID: 20338560)
      Int J Methods Psychiatr Res. 2018 Jun;27(2):e1608. (PMID: 29484742)
      J Immunol. 2006 Oct 15;177(8):5659-67. (PMID: 17015755)
      Front Immunol. 2018 Aug 16;9:1900. (PMID: 30166988)
      Front Immunol. 2022 Oct 20;13:959417. (PMID: 36341399)
      Hum Reprod Update. 2008 Nov-Dec;14(6):605-21. (PMID: 18820005)
      Genet Epidemiol. 2013 Nov;37(7):658-65. (PMID: 24114802)
      Nat Genet. 2016 May;48(5):481-7. (PMID: 27019110)
      Nutrients. 2023 Jul 13;15(14):. (PMID: 37513548)
      Front Immunol. 2023 Jan 19;13:985729. (PMID: 36741410)
      Eur J Epidemiol. 2017 May;32(5):377-389. (PMID: 28527048)
      Hum Reprod Update. 2019 Sep 11;25(5):564-591. (PMID: 31424502)
      Clin Biochem. 2018 Dec;62:2-10. (PMID: 29555319)
      Biol Reprod. 2009 May;80(5):1036-45. (PMID: 19164169)
      Front Immunol. 2021 Jun 07;12:689019. (PMID: 34168655)
      BMC Psychiatry. 2023 Aug 15;23(1):590. (PMID: 37582716)
      J Reprod Immunol. 2014 Jun;103:53-8. (PMID: 24368037)
      Annu Rev Immunol. 2019 Apr 26;37:439-456. (PMID: 31026415)
      Front Immunol. 2021 May 27;12:659752. (PMID: 34122417)
      Nat Genet. 2020 Oct;52(10):1036-1045. (PMID: 32929287)
      Clin Chim Acta. 2022 Jun 1;531:265-272. (PMID: 35447143)
      Int J Epidemiol. 2015 Apr;44(2):512-25. (PMID: 26050253)
      Sci Rep. 2023 Jul 15;13(1):11426. (PMID: 37454180)
      Nat Genet. 2018 May;50(5):693-698. (PMID: 29686387)
      Front Endocrinol (Lausanne). 2023 Aug 04;14:1164186. (PMID: 37600687)
      Ultrasound Obstet Gynecol. 2013 Oct;42(4):375-82. (PMID: 23754314)
      Endocr Rev. 2019 Apr 1;40(2):369-416. (PMID: 30496379)
      Nat Commun. 2019 Jul 18;10(1):3164. (PMID: 31320652)
      Nature. 2023 Jan;613(7944):508-518. (PMID: 36653562)
      Am J Hum Genet. 2017 Jan 5;100(1):40-50. (PMID: 27989323)
      Immunol Cell Biol. 2018 Feb;96(2):212-228. (PMID: 29363179)
      Hum Immunol. 1996 Aug;49(1):64-70. (PMID: 8839777)
      J Anim Sci. 2013 Apr;91(4):1650-9. (PMID: 23422006)
      BMC Med. 2023 May 25;21(1):195. (PMID: 37226166)
      Fertil Steril. 2022 Jun;117(6):1107-1120. (PMID: 35618356)
      J Leukoc Biol. 2021 Feb;109(2):327-337. (PMID: 32421903)
      Cytokine. 2019 Feb;114:6-10. (PMID: 30562675)
      Cold Spring Harb Perspect Med. 2022 May 17;12(4):. (PMID: 34872952)
      Genome Med. 2020 Jun 24;12(1):55. (PMID: 32580776)
      J Immunol. 2010 Dec 1;185(11):7085-96. (PMID: 20974989)
      JAMA. 2021 Jul 06;326(1):65-76. (PMID: 34228062)
      Nat Genet. 2015 Dec;47(12):1457-1464. (PMID: 26502338)
      Nat Immunol. 2022 Sep;23(9):1365-1378. (PMID: 35999394)
      Mol Genet Genomics. 2023 Nov;298(6):1493-1503. (PMID: 37845373)
      Sci Adv. 2022 Sep 2;8(35):eabq1475. (PMID: 36054356)
      J Am Soc Nephrol. 2016 Nov;27(11):3253-3265. (PMID: 27486138)
      Nutrients. 2022 Sep 28;14(19):. (PMID: 36235694)
      BMC Pregnancy Childbirth. 2020 Oct 22;20(1):644. (PMID: 33092547)
      Fertil Steril. 2021 Dec;116(6):1436-1448. (PMID: 34674825)
      BMC Med. 2022 Apr 15;20(1):158. (PMID: 35421980)
    • Grant Information:
      82088102 the National Natural Science Foundation of China; 82088102 the National Natural Science Foundation of China; 2021YFC2700603 National Key R&D Program of China; 2021YFC2700603 National Key R&D Program of China; 2021YFC2700603 National Key R&D Program of China; 2019-I2M-5-064 CAMS Innovation Fund for Medical Sciences; 2019-I2M-5-064 CAMS Innovation Fund for Medical Sciences; 2019-I2M-5-064 CAMS Innovation Fund for Medical Sciences; 2020CXJQ01 Collaborative Innovation Program of Shanghai Municipal Health Commission; GWVI-11.1-35 Key Discipline Construction Project (2023-2025) of Three-Year Initiative Plan for Strengthening Public Health System Construction in Shanghai; 22MC1940200 Clinical Research Plan of SHDC (SHDC2020CR1008A), Shanghai Clinical Research Center for Gynecological Diseases; 2022ZZ01012 Shanghai Urogenital System Diseases Research Center
    • Contributed Indexing:
      Keywords: Causal inference; Cytokines; Female infertility; Immunity; Mendelian randomization
    • Accession Number:
      0 (Cytokines)
    • Publication Date:
      Date Created: 20250222 Date Completed: 20250223 Latest Revision: 20250225
    • Publication Date:
      20250225
    • Accession Number:
      PMC11847394
    • Accession Number:
      10.1186/s12884-025-07318-4
    • Accession Number:
      39987435