Association between maternal pre-pregnancy BMI and preeclampsia: An updated systematic review and meta-analysis of cohort studies

Association between maternal pre-pregnancy BMI and preeclampsia: An updated systematic review and meta-analysis of cohort studies

Authors

Keywords:

preeclampsia, obesity, overweight, body mass index, pre-pregnancy, systematic review, meta-analysis, cohort studies, pregnancy complications, maternal health

Abstract

Background and aim: Although several studies have previously explored the association between maternal body mass index and the risk of preeclampsia, an updated meta-analysis is necessary. This study seeks to conduct a systematic review and meta-analysis to reassess the relationship between preeclampsia and pre-pregnancy BMI, categorized into three groups—overweight, obese, and overweight & obese—and to calculate the pooled effect size (crude Odds Ratios) for each group.

Methods: A comprehensive search was conducted in four electronic literature databases: PubMed, Scopus, ScienceDirect, and Google Scholar. The pooled mean effect size was calculated using a random-effects model for meta-analysis.

Results: Sixteen articles were included in the meta-analysis. The pooled crude odds ratio for preeclampsia in overweight patients is 1.96 (95% CI [1.75; 2.21]), in obese patients it is 3.89 (95% CI [3.32; 4.57]), and in overweight & obese patients it is 4.19 (95% CI [3.36; 5.24]). Meta-regression did not reveal a significant association between the year of publication and the risk of preeclampsia.

Conclusions: The findings confirm that higher BMI categories are associated with a significantly increased risk of preeclampsia, with the risk escalating as BMI increases. Chinese patients with lower BMI values to classify patients as overweight or obese compared to the rest of the population showed stronger associations between pre-pregnancy BMI and preeclampsia. As a result of these findings, the importance of managing weight before pregnancy is underscored, as is the importance of considering patient specific factors when assessing the risk for preeclampsia.

Author Biographies

Aigul Mussanova, Maternity hospital №5, Almaty, Kazakhstan & Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Maternity hospital №5, Almaty, Kazakhstan and Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Balzira Bishekova, Maternity hospital №5, Almaty, Kazakhstan & Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Maternity hospital №5, Almaty, Kazakhstan & Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Vyacheslav Lokshin, International Clinical Center for Reproductive Medicine PERSONA

International Clinical Center for Reproductive Medicine PERSONA, Almaty, Kazakhstan

Iryna Zhabchenko, SI «Academician O.M. Lukyanova Institute of Pediatrics, Obstetrics and Gynecology of the NAMS of Ukraine»

SI «Academician O.M. Lukyanova Institute of Pediatrics, Obstetrics and Gynecology of the NAMS of Ukraune», Kyev, Ukraine

Nurzhamal Dzhardemaliyeva, Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Tattygul Nurbayeva, Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Guldana Baimussanova, Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan

References

1. World Health Organization. Obesity and overweight. 2024. Available from: https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight [accessed 2024 Aug 3].

2. Sweis NJ. The economic burden of obesity in 2024: a cost analysis using the value of a statistical life. Crit Public Health. 2024 Dec 31;34(1):1–13. doi: 10.1080/09581596.2024.2333407

3. Ovesen P, Rasmussen S, Kesmodel U. Effect of prepregnancy maternal overweight and obesity on pregnancy outcome. Obstet Gynecol. 2011;118(2):305–12. doi: 10.1097/aog.0b013e3182245d49

4. Athukorala C, Rumbold AR, Willson KJ, Crowther CA. The risk of adverse pregnancy outcomes in women who are overweight or obese. BMC Pregnancy Childbirth. 2010 Sep 17;10(1):1–8. doi: 10.1186/1471-2393-10-56

5. Upadhyay S, Biccha RP, Sherpa MT, Shrestha R, Panta PP, Upadhyay S. Association between maternal body mass index and the birth weight of neonates. Nepal Med Coll J. 2011;13(1):42–52.

6. Vasudevan C, Renfrew M, McGuire W. Fetal and perinatal consequences of maternal obesity. Arch Dis Child Fetal Neonatal Ed. 2011 Sep;96(5):F378–82. doi: 10.1136/adc.2009.170928

7. Godfrey KM, Reynolds RM, Prescott SL, et al. Influence of maternal obesity on the long-term health of offspring. Lancet Diabetes Endocrinol. 2017 Jan;5(1):53–64. doi: 10.1016/s2213-8587(16)30107-3

8. Bicocca MJ, Mendez-Figueroa H, Chauhan SP, Sibai BM. Maternal obesity and the risk of early-onset and late-onset hypertensive disorders of pregnancy. Obstet Gynecol. 2020 Jul;136(1):118–27. doi: 10.1097/aog.0000000000003901

9. Lee R, Brandt JS, Joseph KS, Ananth CV. Pregnancy-associated mortality due to cardiovascular disease: impact of hypertensive disorders of pregnancy. Paediatr Perinat Epidemiol. 2024 Mar;38(3):204–15. doi: 10.1111/ppe.13055

10. Chappell LC, Cluver CA, Kingdom J, Tong S. Pre-eclampsia. Lancet. 2021 Jul 24;398(10297):341–54. doi: 10.1016/s0140-6736(20)32335-7

11. Mammaro A, Carrara S, Cavaliere A, et al. Hypertensive disorders of pregnancy. J Prenat Med. 2009;3(1):1–5.

12. Bodnar LM, Ness RB, Markovic N, Roberts JM. The risk of preeclampsia rises with increasing prepregnancy body mass index. Ann Epidemiol. 2005 Aug;15(7):475–82. doi: 10.1016/j.annepidem.2004.12.008

13. He XJ, Dai RX, Hu CL. Maternal prepregnancy overweight and obesity and the risk of preeclampsia: a meta-analysis of cohort studies. Obes Res Clin Pract. 2020 Jan;14(1):27–33. doi: 10.1016/j.orcp.2020.01.004

14. Poorolajal J, Jenabi E. The association between body mass index and preeclampsia: a meta-analysis. J Matern Fetal Neonatal Med. 2016 Nov;29(22):3670–6. doi: 10.3109/14767058.2016.1140738

15. National Institute for Health and Care Research. PROSPERO: international prospective register of systematic reviews. 2024. Available from: https://www.crd.york.ac.uk/prospero/ [accessed 2024 Mar 27].

16. Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372:n71. doi: 10.1136/bmj.n71

17. Critical Appraisal Skills Programme. CASP checklist for cohort studies. Oxford: CASP UK; 2017. Available from: https://casp-uk.net/casp-tools-checklists/ [accessed 2024 May 20].

18. Posit team. RStudio: integrated development environment for R. Boston: Posit Software, PBC; 2023. Available from: http://www.posit.co/ [accessed 2024 Jan 21].

19. Simanjuntak J, Priyanto E, Zulvayanti Z. Relationship between age, parity and body mass index in pregnant women with the incidence of preeclampsia at Prof. Dr. Margono Soekardjo Hospital Purwokerto. Indones J Obstet Gynecol Sci. 2024 Jul;7(2):169–75.

20. Addicott K, Nudelman M, Putty K, et al. Adverse perinatal outcomes associated with increasing maternal obesity. Am J Perinatol. 2024;41(9):1275–81. doi: 10.1055/a-2107-1585

21. Robillard PY. Obesity class I and II and IOM 2009 gestational weight gain recommendations 5–9 kg: an audit on 10,000 term singleton deliveries. J Matern Fetal Neonatal Med. 2023;36(1):2184222–32. doi: 10.1080/14767058.2023.2184222

22. Martin-Alonso R, Prieto P, Fernández-Buhigas I, et al. Association between perinatal outcomes and maternal risk factors: a cohort study. Medicina (B Aires). 2024;60(7):1071–81. doi: 10.3390/medicina60071071

23. McCall SJ, Li Z, Kurinczuk JJ, Sullivan E, Knight M. Maternal and perinatal outcomes in pregnant women with BMI > 50: an international collaborative study. PLoS One. 2019;14(2):e0211278. doi: 10.1371/journal.pone.0211278

24. Peeva M, Badeghiesh A, Baghlaf H, Dahan MH. Association between obesity in women with polycystic ovary syndrome and adverse obstetric outcomes. Reprod Biomed Online. 2022;45(1):159–67. doi: 10.1016/j.rbmo.2022.02.007

25. Chaemsaithong P, Leung TY, Sahota D, et al. Body mass index at 11–13 weeks’ gestation and pregnancy complications in a Southern Chinese population: a retrospective cohort study. J Matern Fetal Neonatal Med. 2019 Jun;32(12):2056–68. doi: 10.1080/14767058.2018.1424824

26. Sole KB, Staff AC, Laine K. Maternal diseases and risk of hypertensive disorders of pregnancy across gestational age groups. Pregnancy Hypertens. 2021 Aug;25:25–33. doi: 10.1016/j.preghy.2021.05.004

27. Santos S, Voerman E, Amiano P, et al. Impact of maternal body mass index and gestational weight gain on pregnancy complications: an individual participant data meta-analysis of European, North American and Australian cohorts. BJOG. 2019 Jul;126(8):984–95. doi: 10.1111/1471-0528.15661

28. Ermamilia A, Yonika L, Aulia B, Ganap EP. High prepregnancy body mass index and excessive gestational weight gain as obesity-related risk factors of preeclampsia. Top Clin Nutr. 2020 Oct;35(4):299–308. doi: 10.1097/tin.0000000000000225

29. Chuang FC, Huang HY, Chen YH, Huang JP. Optimal gestational weight gain in Taiwan: a retrospective cohort study. Taiwan J Obstet Gynecol. 2024 Mar;63(2):220–4. doi: 10.1016/j.tjog.2024.01.034

30. Suryowati T, Sirait BI, Zabrina L. Risk factors of body mass index and hypertension on preeclampsia during the COVID-19 pandemic. J Complement Altern Med Res. 2023 Aug;23(3):36–50. doi: 10.9734/jocamr/2023/v23i3479

31. Mohammadi M, Maroufizadeh S, Omani-Samani R, Almasi-Hashiani A, Amini P. The effect of prepregnancy body mass index on birth weight, preterm birth, cesarean section, and preeclampsia in pregnant women. J Matern Fetal Neonatal Med. 2019 Nov;32(22):3818–23. doi: 10.1080/14767058.2018.1473366

32. Mrema D, Lie RT, Østbye T, Mahande MJ, Daltveit AK. The association between pre pregnancy body mass index and risk of preeclampsia: a registry based study from Tanzania. BMC Pregnancy Childbirth. 2018 Feb;18(1):1–9. doi: 10.1186/s12884-018-1687-3

33. Chen CN, Chen HS, Hsu HC. Maternal prepregnancy body mass index, gestational weight gain, and risk of adverse perinatal outcomes in Taiwan: a population-based birth cohort study. Int J Environ Res Public Health. 2020 Feb;17(4):1–12. doi: 10.3390/ijerph17041221

34. Liang CC, Chao M, Chang SD, Chiu SYH. Impact of prepregnancy body mass index on pregnancy outcomes, incidence of urinary incontinence and quality of life during pregnancy: an observational cohort study. Biomed J. 2020 Dec;43(6):476–83. doi: 10.1016/j.bj.2019.11.001

35. Rafida M, Mochtar NM, Artiningtyas ND, Anas M. Relationship of age, body mass index, and gravida in pregnant women with preeclampsia in Muhammadiyah Hospital Surabaya. Proceedings of the 4th International Conference on Sustainable Innovation 2020–Health Science and Nursing (ICoSIHSN 2020). 2021 Jan;33:37–42. doi: 10.2991/ahsr.k.210115.008

36. González-Plaza E, Bellart J, Martínez-Verdú MÁ, et al. Pre-pregnancy overweight and obesity prevalence and relation to maternal and perinatal outcomes. Enferm Clin (Engl Ed). 2022 Jun;32:S23–30. doi: 10.1016/j.enfcle.2021.04.006

37. Lautredou M, Pan-Petesch B, Dupré PF, et al. Excessive gestational weight gain is an independent risk factor for gestational diabetes mellitus in singleton pregnancies: results from a French cohort study. Eur J Obstet Gynecol Reprod Biol. 2022 Aug;275:31–6. doi: 10.1016/j.ejogrb.2022.06.009

38. Zhang J, An W, Lin L. The association of prepregnancy body mass index with pregnancy outcomes in Chinese women. J Diabetes Res. 2022;2022:8946971. doi: 10.1155/2022/8946971

39. Zhang S, Qiu X, Qin J, et al. Effects of maternal pre-pregnancy BMI and gestational weight gain on the development of preeclampsia and its phenotypes: a prospective cohort study in China. J Clin Med. 2022 Sep;11(19):5521–31. doi: 10.3390/jcm11195521

40. Voils CI, Crandell JL, Chang Y, Leeman J, Sandelowski M. Combining adjusted and unadjusted findings in mixed research synthesis. J Eval Clin Pract. 2011 Jun;17(3):429–34. doi: 10.1111/j.1365-2753.2010.01444.x

41. Rahman MM, Abe SK, Kanda M, et al. Maternal body mass index and risk of birth and maternal health outcomes in low- and middle-income countries: a systematic review and meta-analysis. Obes Rev. 2015 Sep;16(9):758–70. doi: 10.1111/obr.12293

42. Chen C, Lu FC. The guidelines for prevention and control of overweight and obesity in Chinese adults. Biomed Environ Sci. 2004;17(Suppl):1–36.

43. World Health Organization. A healthy lifestyle: WHO recommendations. 2010. Available from: https://www.who.int/europe/news-room/fact-sheets/item/a-healthy-lifestyle---who-recommendations [accessed 2024 Aug 2].

44. Yao D, Chang Q, Wu QJ, et al. Relationship between maternal central obesity and the risk of gestational diabetes mellitus: a systematic review and meta-analysis of cohort studies. J Diabetes Res. 2020;2020:6303820. doi: 10.1155/2020/6303820

45. Chu SY, Kim SY, Schmid CH, et al. Maternal obesity and risk of cesarean delivery: a meta-analysis. Obes Rev. 2007 Sep;8(5):385–94. doi: 10.1111/j.1467-789x.2007.00397.x

46. Habibi N, Mousa A, Tay CT, et al. Maternal metabolic factors and the association with gestational diabetes: a systematic review and meta-analysis. Diabetes Metab Res Rev. 2022 Jul;38(5):e3532. doi: 10.1002/dmrr.3532

47. English FA, Kenny LC, McCarthy FP. Risk factors and effective management of preeclampsia. Integr Blood Press Control. 2015 Mar;8:7–12. doi: 10.2147/ibpc.s50641

48. Fox R, Kitt J, Leeson P, Aye CYL, Lewandowski AJ. Preeclampsia: risk factors, diagnosis, management, and the cardiovascular impact on the offspring. J Clin Med. 2019 Oct;8(10):1625. doi: 10.3390/jcm8101625

49. Boller MJ, Xu F, Lee C, Sridhar S, Greenberg MB, Hedderson MM. Perinatal outcomes after bariatric surgery compared with a matched control group. Obstet Gynecol. 2023 Mar;141(3):583–91. doi: 10.1097/aog.0000000000005088

50. Moshkalova G, Karibayeva I, Kurmanova A, et al. Endometrial thickness and live birth rates after IVF: a systematic review. Acta Biomed. 2023;94(3):1–10. doi: 10.23750/abm.v94i3.14437

51. Roos N, Neovius M, Cnattingius S, et al. Perinatal outcomes after bariatric surgery: nationwide population based matched cohort study. BMJ. 2013 Nov;347:f6360. doi: 10.1136/bmj.f6460

52. Getahun D, Fassett MJ, Jacobsen SJ, et al. Perinatal outcomes after bariatric surgery. Am J Obstet Gynecol. 2022 Jan;226(1):121.e1–121.e16. doi: 10.1136/bmj.f6460

Downloads

Published

24-04-2025

Issue

Section

CLINICAL REVIEWS, BIBLIOMETRIC ANALYSIS, ARTIFICIAL INTELLIGENCE

How to Cite

1.
Mussanova A, Bishekova B, Lokshin V, et al. Association between maternal pre-pregnancy BMI and preeclampsia: An updated systematic review and meta-analysis of cohort studies. Acta Biomed. 2025;96(2):16409. doi:10.23750/abm.v96i2.16409