Shadows Cast Before Birth: In Utero and Perinatal Origins of Premature Ovarian Insufficiency—A Multi-Generational Cohort Study

Authors

  • Aqsa Akram Department of Obstetrics & Gynaecology, Fatima Memorial Hospital, Lahore, Pakistan

DOI:

https://doi.org/10.64229/zx5n7p63

Keywords:

Premature ovarian insufficiency, Fetal programming, Ovarian reserve, Developmental origins of health and disease, Anti-Müllerian hormone, Environmental exposures, Maternal nutrition, Multi-generational cohort

Abstract

Background: Premature ovarian insufficiency (POI) affects 1%-3.7% of women under 40, causing infertility and long-term health morbidities. While genetic, autoimmune, and iatrogenic factors are well-established, emerging evidence suggests that ovarian reserve, established entirely during fetal life, may be profoundly shaped by intrauterine exposures. This study investigates whether maternal nutritional status, metabolic dysfunction, and environmental toxin exposure during pregnancy predict reduced ovarian reserve in female offspring. Methods: This prospective multi-generational cohort study enrolled 1,248 mother-daughter dyads from Fatima Memorial Hospital, Lahore, Pakistan (2008-2012). Maternal data included dietary diversity scores (MDD-W), serum micronutrients, heavy metal profiles (lead, cadmium, mercury), glycaemic indices, and obstetric records. Daughters were followed through age 14-18 years, when ovarian reserve was assessed using serum anti-Müllerian hormone (AMH) and antral follicle count (AFC). Multivariate regression and structural equation modelling were applied. Results: Of 1,248 enrolled dyads, 1,024 (82.1%) completed follow-up. Daughters of mothers in the lowest MDD-W quartile had significantly lower AMH (1.42 vs. 2.87 ng/mL; p < 0.001). Maternal gestational diabetes was associated with 34.7% reduction in daughter's AFC (β = −2.3, p < 0.001). Blood lead > 5 μg/dL predicted AMH reduction of 0.84 ng/mL (p < 0.001). Intrauterine growth restriction mediated 38.2% of the undernutrition-AMH pathway. Cumulative exposures produced additive effects, with triple-exposed daughters showing 1.96 ng/mL lower AMH. Conclusions: Maternal nutritional deficiency, environmental toxins, and metabolic dysfunction during pregnancy represent modifiable determinants of daughter's ovarian reserve. These findings support fetal programming of POI and argue for antenatal health optimization and targeted screening in high-risk pregnancies.

References

[1]European Society for Human Reproduction and Embryology (ESHRE) Guideline Group on POI, Webber L, Davies M, Anderson R, Bartlett J, Braat D, et al. ESHRE Guideline: Management of women with premature ovarian insufficiency. Human Reproduction, 2016, 31(5), 926-937. DOI: 10.1093/humrep/dew027

[2]Golezar S, Ramezani Tehrani F, Khazaei S, Ebadi A, Keshavarz Z. The global prevalence of primary ovarian insufficiency and early menopause: A meta-analysis. Climacteric, 2019, 22(4), 403-411. DOI: 10.1080/13697137.2019.1574738

[3]Sullivan SD, Sarrel PM, Nelson LM. Hormone replacement therapy in young women with primary ovarian insufficiency and early menopause. Fertility and Sterility, 2016, 106(7), 1588-1599. DOI: 10.1016/j.fertnstert.2016.09.046

[4]Tingen C, Kim A, Woodruff TK. The primordial pool of follicles and nest breakdown in mammalian ovaries. Molecular Human Reproduction Update, 2009, 15(12), 795-803. DOI: 10.1093/molehr/gap073

[5]Richardson MC, Guo M, Fauser BC, Macklon NS. Environmental and developmental origins of ovarian reserve. Human Reproduction Update, 2014, 20(3), 353-369. DOI: 10.1093/humupd/dmt057

[6]Barker DJ. Maternal nutrition, fetal nutrition, and disease in later life. Nutrition, 1997, 13(9), 807-813. DOI: 10.1016/s0899-9007(97)00193-7

[7]Gluckman PD, Hanson MA, Cooper C, Thornburg KL. Effect of in utero and early-life conditions on adult health and disease. The New England Journal of Medicine, 2008, 359(1), 61-73. DOI: 10.1056/NEJMra0708473

[8]Fleming TP, Watkins AJ, Velazquez MA, Mathers JC, Prentice AM, Stephenson J, et al. Origins of lifetime health around the time of conception: Causes and consequences. Lancet, 2018, 391(10132), 1842-1852. DOI: 10.1016/S0140-6736(18)30312-X

[9]Richardson SS, Daniels CR, Gillman MW, Golden J, Kukla R, Kuzawa C, et al. Society: Don't blame the mothers. Nature, 2014, 512(7513), 131-132. DOI: 10.1038/512131a

[10]Anand-Ivell R, Cohen A, Nørgaard-Pedersen B, Jönsson BAG, Bonde JP, Hougaard DM, et al. Amniotic fluid INSL3 measured during the critical time window in human pregnancy relates to cryptorchidism, hypospadias, and phthalate load: A large case-control study. Frontiers in Physiology, 2018, 9, 406. DOI: 10.3389/fphys.2018.00406

[11]Vrekoussis T, Kalantaridou SN, Mastorakos G, Zoumakis E, Makrigiannakis A, Syrrou M, et al. The role of stress in female reproduction and pregnancy: An update. Annals of the New York Academy of Sciences, 2010, 1205, 69-75. DOI: 10.1111/j.1749-6632.2010.05686.x

[12]Government of Pakistan and UNICEF. National nutrition survey 2018-full report (3 Volumes) & key findings report. 2020. Available at: https://www.unicef.org/pakistan/reports/national-nutrition-survey-2018 (accessed on January 11, 2026).

[13]Khan YK, Toqeer M, Shah MH. Mobility, bioaccessibility, pollution assessment and risk characterization of potentially toxic metals in the urban soil of Lahore, Pakistan. Environmental Geochemistry and Health 2023, 45(5), 1391-1412. DOI: 10.1007/s10653-022-01270-4

[14]Lee KW, Ching SM, Ramachandran V, Yee A, Hoo FK, Chia YC, et al. Prevalence and risk factors of gestational diabetes mellitus in Asia: A systematic review and meta-analysis. BMC Pregnancy and Childbirth, 2018, 18(1), 494. DOI: 10.1186/s12884-018-2131-4

[15]Grindler NM, Allsworth JE, Macones GA, Kannan K, Roehl KA, Cooper AR. Persistent organic pollutants and early menopause in U.S. women. PLoS One, 2015, 10(1), e0116057. DOI: 10.1371/journal.pone.0116057

[16]Hanson MA, Gluckman PD. Early developmental conditioning of later health and disease: Physiology or pathophysiology? Physiological Reviews, 2014, 94(4), 1027-1076. DOI: 10.1152/physrev.00029.2013

[17]Bhartiya D. Stem cells survive oncotherapy & can regenerate non-functional gonads: A paradigm shift for oncofertility. The Indian Journal of Medical Research, 2018, 148(Suppl), S38-S49. DOI: 10.4103/ijmr.IJMR_2065_17

[18]Monniaux D, Clément F, Dalbiès-Tran R, Estienne A, Fabre S, Mansanet C, et al. The ovarian reserve of primordial follicles and the dynamic reserve of antral growing follicles: What is the link? Biology of Reproduction, 2014, 90(4), 85. DOI: 10.1095/biolreprod.113.117077

[19]Stévant I, Nef S. Genetic control of gonadal sex determination and development. Trends in Genetics, 2019, 35(5), 346-358. DOI: 10.1016/j.tig.2019.02.004

[20]Garcia-Alonso L, Lorenzi V, Mazzeo CI, Alves-Lopes JP, Roberts K, Sancho-Serra C, et al. Single-cell roadmap of human gonadal development. Nature, 2022, 607(7919), 540-547. DOI: 10.1038/s41586-022-04918-4

[21]Cetin I, Berti C, Calabrese S. Role of micronutrients in the periconceptional period. Human Reproduction Update, 2010, 16(1), 80-95. DOI: 10.1093/humupd/dmp025

[22]Tamura T, Picciano MF. Folate and human reproduction. The American Journal of Clinical Nutrition, 2006, 83(5), 993-1016. DOI: 10.1093/ajcn/83.5.993

[23]Depmann M, Faddy MJ, van der Schouw YT, Peeters PH, Broer SL, Kelsey TW, et al. The Relationship between variation in size of the primordial follicle pool and age at natural menopause. The Journal of Clinical Endocrinology & Metabolism, 2015, 100(6), E845-E851. DOI: 10.1210/jc.2015-1298

[24]Adhikari D, Liu K. Molecular mechanisms underlying the activation of mammalian primordial follicles. Endocrine Reviews, 2009, 30(5), 438-464. DOI: 10.1210/er.2008-0048

[25]McLaughlin M, Kelsey TW, Wallace WH, Anderson RA, Telfer EE. Non-growing follicle density is increased following adriamycin, bleomycin, vinblastine and dacarbazine (ABVD) chemotherapy in the adult human ovary. Human Reproduction, 2017, 32(1), 165-174. DOI: 10.1093/humrep/dew260

[26]Eum KD, Weisskopf MG, Nie LH, Hu H, Korrick SA. Cumulative lead exposure and age at menopause in the Nurses' Health Study cohort. Environmental Health Perspectives, 2014, 122(3), 229-234. DOI: 10.1289/ehp.1206399

[27]Lee YM, Chung HW, Jeong K, Sung YA, Lee H, Ye S, et al. Association between cadmium and anti-Mullerian hormone in premenopausal women at particular ages. Annals of Occupational and Environmental Medicine, 2018, 30, 44. DOI: 10.1186/s40557-018-0255-7

[28]Chercos D H, Moges H G. Higher Blood Lead Levels among Childbearing Women in Nearby Addis Ababa‐Adama Highway, Ethiopia. Advances in Toxicology, 2016, 2016(1), 7569157. DOI: 10.1155/2016/7569157

[29]Gundacker C, Hengstschläger M. The role of the placenta in fetal exposure to heavy metals. Wiener Medizinische Wochenschrift, 2012, 162(9-10), 201-206. DOI: 10.1007/s10354-012-0074-3

[30]Valko M, Leibfritz D, Moncol J, Cronin MT, Mazur M, Telser J. Free radicals and antioxidants in normal physiological functions and human disease. The International Journal of Biochemistry & Cell Biology, 2007, 39(1), 44-84. DOI: 10.1016/j.biocel.2006.07.001

[31]Babayev E, Seli E. Oocyte mitochondrial function and reproduction. Current Opinion in Obstetrics & Gynecology, 2015, 27(3), 175-181. DOI: 10.1097/GCO.0000000000000164

[32]Nampoothiri LP, Agarwal A, Gupta S. Effect of co-exposure to lead and cadmium on antioxidant status in rat ovarian granulose cells. Archives of Toxicology, 2007, 81(3), 145-150. DOI: 10.1007/s00204-006-0133-x

[33]Svoboda LK, Neier K, Wang K, Cavalcante RG, Rygiel CA, Tsai Z, et al. Tissue and sex-specific programming of DNA methylation by perinatal lead exposure: implications for environmental epigenetics studies. Epigenetics, 2021, 16(10), 1102-1122. DOI: 10.1080/15592294.2020.1841872

[34]Marsit CJ. Influence of environmental exposure on human epigenetic regulation. Journal of Experimental Biology, 2015, 218(Pt 1), 71-79. DOI: 10.1242/jeb.106971

[35]Rocca WA, Bower JH, Maraganore DM, Ahlskog JE, Grossardt BR, de Andrade M, et al. Increased risk of cognitive impairment or dementia in women who underwent oophorectomy before menopause. Neurology, 2007, 69(11), 1074-1083. DOI: 10.1212/01.wnl.0000276984.19542.e6

[36]Guo C, Sun L, Chen X, Zhang D. Oxidative stress, mitochondrial damage and neurodegenerative diseases. Neural Regeneration Research, 2013, 8(21), 2003-2014. DOI: 10.3969/j.issn.1673-5374.2013.21.009

[37]Xu J, Huang J, Pan Q, Du M, Li Z, Dong H. Gestational diabetes promotes germ cell cCyst breakdown and primordial follicle formation in newborn mice via the AKT signaling pathway. PLoS One, 2019, 14(4), e0215007. DOI: 10.1371/journal.pone.0215007

[38]Hardivillé S, Hart GW. Nutrient regulation of signaling, transcription, and cell physiology by O-GlcNAcylation. Cell Metabolism, 2014, 20(2), 208-213. DOI: 10.1016/j.cmet.2014.07.014

[39]Catalano PM, Shankar K. Obesity and pregnancy: Mechanisms of short term and long term adverse consequences for mother and child. BMJ, 2017, 356, j1. DOI: 10.1136/bmj.j1

[40]Grøndahl ML, Yding Andersen C, Bogstad J, Nielsen FC, Meinertz H, Borup R. Gene expression profiles of single human mature oocytes in relation to age. Human Reproduction, 2010, 25(4), 957-968. DOI: 10.1093/humrep/deq014

[41]Bateson P, Barker D, Clutton-Brock T, Deb D, D'Udine B, Foley RA, et al. Developmental plasticity and human health. Nature, 2004, 430(6998), 419-421. DOI: 10.1038/nature02725

[42]Gluckman PD, Hanson MA, Buklijas T. A conceptual framework for the developmental origins of health and disease. Journal of Developmental Origins of Health and Disease, 2010, 1(1), 6-18. DOI: 10.1017/S2040174409990171

[43]Tom SE, Cooper R, Kuh D, Guralnik JM, Hardy R, Power C. Fetal environment and early age at natural menopause in a British birth cohort study. Human Reproduction, 2010, 25(3), 791-798. DOI: 10.1093/humrep/dep451

[44]Steiner AZ, D'Aloisio AA, DeRoo LA, Sandler DP, Baird DD. Association of intrauterine and early-life exposures with age at menopause in the sister study. American Journal of Epidemiology, 2010, 172(2), 140-148. DOI: 10.1093/aje/kwq092

[45]Kuh D, Cooper R, Moore A, Richards M, Hardy R. Age at menopause and lifetime cognition: Findings from a British birth cohort study. Neurology, 2018, 90(19), e1673-e1681. DOI: 10.1212/WNL.0000000000005486

[46]Food and Agriculture Organization of the United Nations & FHI 360. Minimum dietary diversity for women: A guide for measurement. FAO, 2016. Available at: https://www.fao.org/3/i5486e/i5486e.pdf (accessed on January 11, 2026).

[47]Weinert LS. International Association of Diabetes and Pregnancy Study Groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy: Comment to the International Association of Diabetes and Pregnancy Study Groups Consensus Panel. Diabetes Care, 2010, 33(7), e97; author reply e98. DOI: 10.2337/dc10-0544

[48]van Helden J, Weiskirchen R. Performance of the two new fully automated anti-Müllerian hormone immunoassays compared with the clinical standard assay. Human Reproduction, 2015, 30(8), 1918-1926. DOI: 10.1093/humrep/dev127

[49]Kelsey TW, Wright P, Nelson SM, Anderson RA, Wallace WH. A validated model of serum anti-müllerian hormone from conception to menopause. PLoS One, 2011, 6(7), e22024. DOI: 10.1371/journal.pone.0022024

[50]Lie Fong S, Visser JA, Welt CK, de Rijke YB, Eijkemans MJ, Broekmans FJ, et al. Serum anti-müllerian hormone levels in healthy females: A nomogram ranging from infancy to adulthood. The Journal of Clinical Endocrinology & Metabolism, 2012, 97(12), 4650-5465. DOI: 10.1210/jc.2012-1440

[51]Nelson SM, Davis SR, Kalantaridou S, Lumsden MA, Panay N, Anderson RA. Anti-Müllerian hormone for the diagnosis and prediction of menopause: A systematic review. Human Reproduction Update, 2023, 29(3), 327-346. DOI: 10.1093/humupd/dmac045

[52]Irani M, Merhi Z. Role of vitamin D in ovarian physiology and its implication in reproduction: A systematic review. Fertility and Sterility, 2014, 102(2), 460-468. e3. DOI: 10.1016/j.fertnstert.2014.04.046

[53]Lowe WL Jr, Lowe LP, Kuang A, Catalano PM, Nodzenski M, Talbot O, et al. Maternal glucose levels during pregnancy and childhood adiposity in the hyperglycemia and adverse pregnancy outcome follow-up study. Diabetologia, 2019, 62(4), 598-610. DOI: 10.1007/s00125-018-4809-6

[54]Bose-O'Reilly S, McCarty KM, Steckling N, Lettmeier B. Mercury exposure and children's health. Current Problems in Pediatric and Adolescent Health Care, 2010, 40(8), 186-215. DOI: 10.1016/j.cppeds.2010.07.002

[55]Phillips KA, Collins IM, Milne RL, McLachlan SA, Friedlander M, Hickey M, et al. Anti-Müllerian hormone serum concentrations of women with germline BRCA1 or BRCA2 mutations. Human Reproduction, 2016, 31(5), 1126-1132. DOI: 10.1093/humrep/dew044

[56]Crider KS, Yang TP, Berry RJ, Bailey LB. Folate and DNA methylation: A review of molecular mechanisms and the evidence for folate's role. Advances in Nutrition, 2012, 3(1), 21-38. DOI: 10.3945/an.111.000992

[57]Caballero B, Cousins R J, Tucker K L. Modern nutrition in health and disease. Burlington: Jones & Bartlett Learning, 2020.

[58]Pound LD, Kievit P, Grove KL. The nonhuman primate as a model for type 2 diabetes. Current Opinion in Endocrinology, Diabetes and Obesity, 2014, 21(2), 89-94. DOI: 10.1097/MED.0000000000000043

[59]Taupeau C, Poupon J, Treton D, Brosse A, Richard Y, Machelon V. Lead reduces messenger RNA and protein levels of cytochrome p450 aromatase and estrogen receptor beta in human ovarian granulosa cells. Biology of Reproduction, 2003, 68(6), 1982-1988. DOI: 10.1095/biolreprod.102.009894

[60]Doumouchtsis KK, Doumouchtsis SK, Doumouchtsis EK, Perrea DN. The effect of lead intoxication on endocrine functions. Journal of Endocrinological Investigation, 2009, 32(2), 175-183. DOI: 10.1007/BF03345710

[61]Skröder H, Engström K, Kuehnelt D, Kippler M, Francesconi K, Nermell B, et al. Associations between methylated metabolites of arsenic and selenium in urine of pregnant Bangladeshi women and interactions between the main genes involved. Environmental Health Perspectives, 2018, 126(2), 027001. DOI: 10.1289/EHP1912

[62]Brulle RJ, Pellow DN. Environmental justice: Human health and environmental inequalities. Annual Review of Public Health, 2006, 27, 103-124. DOI: 10.1146/annurev.publhealth.27.021405.102124

[63]Baschat AA. Fetal growth restriction-from observation to intervention. Journal of Perinatal Medicine, 2010, 38(3), 239-246. DOI: 10.1515/jpm.2010.041

[64]Lillycrop KA, Burdge GC. Epigenetic mechanisms linking early nutrition to long term health. Best Practice & Research Clinical Endocrinology & Metabolism, 2012, 26(5), 667-676. DOI: 10.1016/j.beem.2012.03.009

[65]Robinson O, Tamayo I, de Castro M, Valentin A, Giorgis-Allemand L, Hjertager Krog N, et al. The urban exposome during pregnancy and its socioeconomic determinants. Environmental Health Perspectives, 2018, 126(7), 077005. DOI: 10.1289/EHP2862

[66]Stephenson J, Heslehurst N, Hall J, Schoenaker DAJM, Hutchinson J, Cade JE, et al. Before the beginning: Nutrition and lifestyle in the preconception period and its importance for future health. Lancet, 2018, 391(10132), 1830-1841. DOI: 10.1016/S0140-6736(18)30311-8

[67]De Vos M, Devroey P, Fauser BC. Primary ovarian insufficiency. Lancet, 2010, 376(9744), 911-921. DOI: 10.1016/S0140-6736(10)60355-8

[68]Broer SL, Broekmans FJ, Laven JS, Fauser BC. Anti-Müllerian hormone: Ovarian reserve testing and its potential clinical implications. Human Reproduction Update, 2014, 20(5), 688-701. DOI: 10.1093/humupd/dmu020

[69]Hagen CP, Aksglaede L, Sørensen K, Main KM, Boas M, Cleemann L, et al. Serum levels of anti-Müllerian hormone as a marker of ovarian function in 926 healthy females from birth to adulthood and in 172 Turner syndrome patients. The Journal of Clinical Endocrinology & Metabolism, 2010, 95(11), 5003-5010. DOI: 10.1210/jc.2010-0930

[70]Lawlor DA, Relton C, Sattar N, Nelson SM. Maternal adiposity-a determinant of perinatal and offspring outcomes? Nature Reviews Endocrinology, 2012, 8(11), 679-688. DOI: 10.1038/nrendo.2012.176

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2026-04-27

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Akram, A. (2026). Shadows Cast Before Birth: In Utero and Perinatal Origins of Premature Ovarian Insufficiency—A Multi-Generational Cohort Study. Advances in Modern Biomedicine, 2(1), 10-22. https://doi.org/10.64229/zx5n7p63