Associations between Nutrients in One-Carbon Metabolism and Fetal DNA Methylation in Pregnancies with or without Gestational Diabetes Mellitus
Open accessAbstract
Background: Gestational diabetes mellitus (GDM), characterized by hyperglycemia that develops during pregnancy, increases the risk of fetal macrosomia, childhood obesity and cardiometabolic disorders later in life. This process has been attributed partly to DNA methylation modifications in growth and stress-related pathways. Nutrients involved with one-carbon metabolism (OCM), such as folate, choline, betaine, and vitamin B 12, provide methyl groups for DNA methylation of these pathways. Therefore, this study aimed to determine whether maternal OCM nutrient intakes and levels modified fetal DNA methylation and in turn altered fetal growth patterns in pregnancies with and without GDM. Results: In this prospective study at a single academic institution from September 2016 to June 2019, we recruited 76 pregnant women with and without GDM at 25–33 weeks gestational age and assessed their OCM nutrient intake by diet recalls and measured maternal blood OCM nutrient levels. We also collected placenta and cord blood samples at delivery to examine fetal tissue DNA methylation of the genes that modify fetal growth and stress response such as insulin-like growth factor 2 (IGF2) and corticotropin-releasing hormone (CRH). We analyzed the association between maternal OCM nutrients and fetal DNA methylation using a generalized linear mixed model. Our results demonstrated that maternal choline intake was positively correlated with cord blood CRH methylation levels in both GDM and non-GDM pregnancies (r = 0.13, p = 0.007). Further, the downstream stress hormone cortisol regulated by CRH was inversely associated with maternal choline intake (r = − 0.36, p = 0.021). Higher maternal betaine intake and serum folate levels were associated with lower cord blood and placental IGF2 DNA methylation (r = − 0.13, p = 0.049 and r = − 0.065, p = 0.034, respectively) in both GDM and non-GDM pregnancies. Further, there was an inverse association between maternal betaine intake and birthweight of infants (r = − 0.28, p = 0.015). Conclusions: In conclusion, we observed a complex interrelationship between maternal OCM nutrients and fetal DNA methylation levels regardless of GDM status, which may, epigenetically, program molecular pathways related to fetal growth and stress response.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
These micronutrient deficiencies contribute not only to immediate pregnancy complications but also to persistent alterations in fetal growth, neurodevelopment, and metabolic programming, often mediated through epigenetic mechanisms.
“These deficiencies contribute not only to immediate pregnancy complications but also to persistent alterations in fetal growth, neurodevelopment, and metabolic programming, often mediated through epigenetic mechanisms [89,90].”
From Maternal Overnutrition and Fetal Programming: Long-Term Metabolic, Cognitive, and Epigenetic Consequences (2026) · cites this paper as [90]
The Discussion (page unavailable) reports associations between maternal methyl-nutrient levels and fetal DNA methylation, with possible consequences for fetal growth. The Background discusses lasting obesity and cardiometabolic risks, but attributes those risks to gestational diabetes; this paper does not establish that micronutrient deficiencies cause immediate pregnancy complications or persistent neurodevelopmental and metabolic changes. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The molecular hallmarks of epigenetic control
Allis, C. D., & Jenuwein, T. (2016) · Nature Reviews Genetics · doi:10.1038/nrg.2016.59 · Cited by 2,809 · see citing works
Placental-specific IGF-II is a major modulator of placental and fetal growth
Constância, M., Hemberger, M., Hughes, J., Dean, W., Ferguson-Smith, A., Fundele, R., Stewart, F., Kelsey, G., Fowden, A., Sibley, C., et al. (2002) · Nature · doi:10.1038/nature00819 · Cited by 1,054 · see citing works
Modulation of adipokines and cytokines in gestational diabetes and macrosomia
Atègbo, J.-M., Grissa, O., Yessoufou, A., Hichami, A., Dramane, K. L., Moutairou, K., Miled, A., Grissa, A., Jerbi, M., Tabka, Z., et al. (2006) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2006-0980 · Cited by 398 · cited 1× · see citing works
“…that arises during pregnancy in previously euglycemic individuals [4], has been demonstrated to alter the placental and fetal epigenome, serving as a mechanism to result in fetal overgrowth or macrosomia that persists to obesity in childhood and cardiometabolic dysfunction later in life [5–11].”
BackgroundMaternal Undernutrition Influences Placental-Fetal Development1
Belkacemi, L., Nelson, D. M., Desai, M., & Ross, M. G. (2010) · Biology of Reproduction · doi:10.1095/biolreprod.110.084517 · Cited by 299 · see citing works
Gestational Glucose Tolerance and Risk of Type 2 Diabetes in Young Pima Indian Offspring
Franks, P. W., Looker, H. C., Kobes, S., Touger, L., Tataranni, P. A., Hanson, R. L., & Knowler, W. C. (2006) · Diabetes · doi:10.2337/diabetes.55.02.06.db05-0823 · Cited by 253 · see citing works
Diet and exercise interventions for preventing gestational diabetes mellitus
Bain, E., Crane, M., Tieu, J., Han, S., Crowther, C. A., & Middleton, P. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd010443.pub2 · Cited by 188 · see citing works
Role of the hypothalamic–pituitary–adrenal axis in developmental programming of health and disease
Xiong, F., & Zhang, L. (2013) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2012.11.002 · Cited by 177 · see citing works
Flagged first, then by citations
Research works printed but not linked: 59
- [2]James P Sajjadi S Tomar AS Saffari A Fall CHD Prentice AM Candidate genes linking maternal nutrient exposure to offspring health via DNA methylation: a review of existing evidence in humans with specific focus on one-carbon metabolism Int J Epidemiol 2018 47 1910 1937 30137462 PMC6280938
- [3]Chen T Liu HX Yan HY Wu DM Ping J Developmental origins of inflammatory and immune diseases Mol Hum Reprod 2016 22 858 865 27226490 PMC4986419
- [4]Chu SY Callaghan WM Kim SY Schmid CH Lau J England LJ Maternal obesity and risk of gestational diabetes mellitus Diabetes Care 2007 30 2070 2076 17416786
- [7]Page KA Romero A Buchanan TA Xiang AH Gestational diabetes mellitus, maternal obesity, and adiposity in offspring J Pediatr 2014 164 807 810 24388326 PMC3962700
- [8]Kelstrup L Hjort L Houshmand-Oeregaard A Clausen TD Hansen NS Broholm C Gene expression and DNA methylation of PPARGC1A in muscle and adipose tissue from adult offspring of women with diabetes in pregnancy Diabetes 2016 65 2900 2910 27388218
- [9]Hansen NS Strasko KS Hjort L Kelstrup L Houshmand-Øregaard A Schrölkamp M Fetal hyperglycemia changes human preadipocyte function in adult life J Clin Endocrinol Metab 2017 102 1141 1150 28204515
- [10]Houshmand-Oeregaard A Hansen NS Hjort L Kelstrup L Broholm C Mathiesen ER Differential adipokine DNA methylation and gene expression in subcutaneous adipose tissue from adult offspring of women with diabetes in pregnancy Clin Epigenet 2017 9 37 PMC5390345 28413567
- [11]Allard C Desgagné V Patenaude J Lacroix M Guillemette L Battista MC Mendelian randomization supports causality between maternal hyperglycemia and epigenetic regulation of leptin gene in newborns Epigenetics 2015 10 342 351 25800063 PMC4622547
- [12]Su R Wang C Feng H Lin L Liu X Wei Y Alteration in expression and methylation of IGF2/H19 in placenta and umbilical cord blood are associated with macrosomia exposed to intrauterine hyperglycemia PLoS One 2016 11 e0148399 26840070 PMC4739655
- [13]Zhang Q Su R Qin S Wei Y High glucose increases IGF-2/H19 expression by changing DNA methylation in HTR8/SVneo trophoblast cells Placenta 2022 118 32 37 35007927
- [14]Tien Nguyen S Bui Minh T Trung Dinh H Dinh Le T Phi Thi Nguyen N Tran TTH Relationship between maternal serum cortisol and maternal insulin resistance and fetal ultrasound characteristics in gestational diabetes mellitus Diabetes Metab Syndr Obes 2023 16 365 372 36788989 PMC9922503
- [15]Fan F Zou Y Zhang Y Ma X Zhang J Liu C The relationship between maternal anxiety and cortisol during pregnancy and birth weight of chinese neonates BMC Pregnancy Childbirth 2018 18 265 29945557 PMC6020336
- [16]Sheng JA Bales NJ Myers SA Bautista AI Roueinfar M Hale TM The hypothalamic-pituitary-adrenal axis: development, programming actions of hormones, and maternal-fetal interactions Front Behav Neurosci 2020 14 601939 33519393 PMC7838595
- [17]O'Donnell K O'Connor TG Glover V Prenatal stress and neurodevelopment of the child: focus on the HPA axis and role of the placenta Dev Neurosci 2009 31 285 292 19546565
- [19]Poston L Bell R Croker H Flynn AC Godfrey KM Goff L Effect of a behavioural intervention in obese pregnant women (the UPBEAT study): a multicentre, randomised controlled trial Lancet Diabetes Endocrinol 2015 3 767 777 26165396
- [20]Sagedal LR Øverby NC Bere E Torstveit MK Lohne-Seiler H Småstuen M Lifestyle intervention to limit gestational weight gain: the Norwegian Fit for Delivery randomised controlled trial BJOG 2017 124 97 109 26768233
- [21]Han S Crowther CA Middleton P Heatley E Different types of dietary advice for women with gestational diabetes mellitus Cochrane Database Syst Rev 2013 3 CD009275 23543574
- [23]Catalano PM Shankar K Obesity and pregnancy: mechanisms of short term and long term adverse consequences for mother and child BMJ 2017 356 j1 28179267 PMC6888512
- [24]Korsmo HW Jiang X One carbon metabolism and early development: a diet-dependent destiny Trends Endocrinol Metab 2021 32 579 593 34210607 PMC8282711
- [25]Waterland RA Travisano M Tahiliani KG Rached MT Mirza S Methyl donor supplementation prevents transgenerational amplification of obesity Int J Obes (Lond) 2008 32 1373 1379 18626486 PMC2574783
- [26]Waterland RA Lin JR Smith CA Jirtle RL Post-weaning diet affects genomic imprinting at the insulin-like growth factor 2 (Igf2) locus Hum Mol Genet 2006 15 705 716 16421170
- [27]Pauwels S Ghosh M Duca RC Bekaert B Freson K Huybrechts I Maternal intake of methyl-group donors affects DNA methylation of metabolic genes in infants Clin Epigenet 2017 9 16 PMC5297118 28191262
- [28]Steegers-Theunissen RP Obermann-Borst SA Kremer D Lindemans J Siebel C Steegers EA Periconceptional maternal folic acid use of 400 microg per day is related to increased methylation of the IGF2 gene in the very young child PLoS One 2009 4 e7845 19924280 PMC2773848
- [29]Haggarty P Hoad G Campbell DM Horgan GW Piyathilake C McNeill G Folate in pregnancy and imprinted gene and repeat element methylation in the offspring Am J Clin Nutr 2013 97 94 99 23151531
- [30]Jiang X Yan J West AA Perry CA Malysheva OV Devapatla S Maternal choline intake alters the epigenetic state of fetal cortisol-regulating genes in humans FASEB J 2012 26 3563 3574 22549509
- [31]Jack-Roberts C Maples P Kalkan B Edwards K Gilboa E Djuraev I Gestational diabetes status and dietary intake modify maternal and cord blood allostatic load markers BMJ Open Diabetes Res Care 2020 8 e001468 33093129 PMC7583070
- [33]Murrell A Heeson S Cooper WN Douglas E Apostolidou S Moore GE An association between variants in the IGF2 gene and Beckwith–Wiedemann syndrome: interaction between genotype and epigenotype Hum Mol Genet 2004 13 247 255 14645199
- [35]Shen WB Ni J Yao R Goetzinger KR Harman C Reece EA Maternal obesity increases DNA methylation and decreases RNA methylation in the human placenta Reprod Toxicol 2022 107 90 96 34890771
- [36]Martin CL Jima D Sharp GC McCullough LE Park SS Gowdy KM Maternal pre-pregnancy obesity, offspring cord blood DNA methylation, and offspring cardiometabolic health in early childhood: an epigenome-wide association study Epigenetics 2019 14 325 340 30773972 PMC6557549
- [37]Nakamura A François O Lepeule J Epigenetic alterations of maternal tobacco smoking during pregnancy: a narrative review Int J Environ Res Public Health 2021 18 5083 34064931 PMC8151244
- [38]Ouidir M Mendola P Buck Louis GM Kannan K Zhang C Tekola-Ayele F Concentrations of persistent organic pollutants in maternal plasma and epigenome-wide placental DNA methylation Clin Epigenet 2020 12 103 PMC7371466 32653021
- [39]St-Pierre J Hivert MF Perron P Poirier P Guay SP Brisson D IGF2 DNA methylation is a modulator of newborn’s fetal growth and development Epigenetics 2012 7 1125 1132 22907587 PMC3469454
- [40]Hoyo C Murtha AP Schildkraut JM Jirtle RL Demark-Wahnefried W Forman MR Methylation variation at IGF2 differentially methylated regions and maternal folic acid use before and during pregnancy Epigenetics 2011 6 928 936 21636975 PMC3154433
- [41]Tobi EW Lumey LH Talens RP Kremer D Putter H Stein AD DNA methylation differences after exposure to prenatal famine are common and timing- and sex-specific Hum Mol Genet 2009 18 4046 4053 19656776 PMC2758137
- [42]Tobi EW Goeman JJ Monajemi R Gu H Putter H Zhang Y DNA methylation signatures link prenatal famine exposure to growth and metabolism Nat Commun 2014 5 5592 25424739 PMC4246417
- [43]Ghoshal K Li X Datta J Bai S Pogribny I Pogribny M A folate- and methyl-deficient diet alters the expression of DNA methyltransferases and methyl CpG binding proteins involved in epigenetic gene silencing in livers of F344 rats J Nutr 2006 136 1522 1527 16702315 PMC2237890
- [44]Mahajan A Sapehia D Thakur S Mohanraj PS Bagga R Kaur J Effect of imbalance in folate and vitamin B12 in maternal/parental diet on global methylation and regulatory miRNAs Sci Rep 2019 9 17602 31772242 PMC6879517
- [45]Smith SM Vale WW The role of the hypothalamic–pituitary–adrenal axis in neuroendocrine responses to stress Dialogues Clin Neurosci 2006 8 383 395 17290797 PMC3181830
- [46]Park BH Kim YJ Park JS Lee HY Ha EH Min JW Folate and homocysteine levels during pregnancy affect DNA methylation in human placenta J Prev Med Public Health 2005 38 437 442 16358830
- [47]Kim JM Hong K Lee JH Lee S Chang N Effect of folate deficiency on placental DNA methylation in hyperhomocysteinemic rats J Nutr Biochem 2009 20 172 176 18547797
- [48]Houde AA St-Pierre J Hivert MF Baillargeon JP Perron P Gaudet D Placental lipoprotein lipase DNA methylation levels are associated with gestational diabetes mellitus and maternal and cord blood lipid profiles J Dev Orig Health Dis 2014 5 132 141 24847699
- [49]Nomura Y Lambertini L Rialdi A Lee M Mystal EY Grabie M Global methylation in the placenta and umbilical cord blood from pregnancies with maternal gestational diabetes, preeclampsia, and obesity Reprod Sci 2014 21 131 137 23765376 PMC3857768
- [50]Finer S Mathews C Lowe R Smart M Hillman S Foo L Maternal gestational diabetes is associated with genome-wide DNA methylation variation in placenta and cord blood of exposed offspring Hum Mol Genet 2015 24 3021 3029 25634562
- [51]Wang Z Klipfell E Bennett BJ Koeth R Levison BS Dugar B Gut flora metabolism of phosphatidylcholine promotes cardiovascular disease Nature 2011 472 57 63 21475195 PMC3086762
- [52]Caffrey A Irwin RE McNulty H Strain JJ Lees-Murdock DJ McNulty BA Gene-specific DNA methylation in newborns in response to folic acid supplementation during the second and third trimesters of pregnancy: epigenetic analysis from a randomized controlled trial Am J Clin Nutr 2018 107 566 575 29635492
- [53]Pauwels S Ghosh M Duca RC Bekaert B Freson K Huybrechts I Dietary and supplemental maternal methyl-group donor intake and cord blood DNA methylation Epigenetics 2017 12 1 10 27830979 PMC5270634
- [54]Harnack L Stevens M Van Heel N Schakel S Dwyer JT Himes J A computer-based approach for assessing dietary supplement use in conjunction with dietary recalls J Food Compost Anal 2008 21 S78 S82 19190705 PMC2151738
- [55]Arab L Tseng CH Ang A Jardack P Validity of a multipass, web-based, 24-h self-administered recall for assessment of total energy intake in blacks and whites Am J Epidemiol 2011 174 1256 1265 22021561 PMC3224251
- [56]Miller PE Mitchell DC Harala PL Pettit JM Smiciklas-Wright H Hartman TJ Development and evaluation of a method for calculating the healthy eating index-2005 using the nutrition data system for research Public Health Nutr 2011 14 306 313 20576195
- [57]Guenther PM Casavale KO Reedy J Kirkpatrick SI Hiza HA Kuczynski KJ Update of the healthy eating index: HEI-2010 J Acad Nutr Diet 2013 113 569 580 23415502 PMC3810369
- [58]Panizza CE Shvetsov YB Harmon BE Wilkens LR Le Marchand L Haiman C Testing the predictive validity of the healthy eating index-2015 in the multiethnic cohort: is the score associated with a reduced risk of all-cause and cause-specific mortality? Nutrients 2018 10 452 29621192 PMC5946237
- [59]Poursalehi D Lotfi K Mirzaei S Asadi A Akhlaghi M Saneei P Association between methyl donor nutrients and metabolic health status in overweight and obese adolescents Sci Rep 2022 12 17045 36220981 PMC9554193
- [60]Marley AR Fan H Hoyt ML Anderson KE Zhang J Intake of methyl-related nutrients and risk of pancreatic cancer in a population-based case-control study in Minnesota Eur J Clin Nutr 2018 72 1128 1135 29904184 PMC6119097
- [61]Yan J Jiang X West AA Perry CA Malysheva OV Devapatla S Maternal choline intake modulates maternal and fetal biomarkers of choline metabolism in humans Am J Clin Nutr 2012 95 1060 1071 22418088
- [62]Korsmo HW Dave B Trasino S Saxena A Liu J Caviglia JM Maternal choline supplementation and high-fat feeding interact to influence DNA methylation in offspring in a time-specific manner Front Nutr 2022 9 841787 35165655 PMC8837519
- [64]Markunas CA Wilcox AJ Xu Z Joubert BR Harlid S Panduri V Maternal age at delivery is associated with an epigenetic signature in both newborns and adults PLoS One 2016 11 e0156361 27383059 PMC4934688
- [65]Bozack AK Colicino E Just AC Wright RO Baccarelli AA Wright RJ Associations between infant sex and DNA methylation across umbilical cord blood, artery, and placenta samples Epigenetics 2022 17 1080 1097 34569420 PMC9542631
- [66]Zhang S Zhai G Wang J Shi W Zhang R Chen C IGF-II expression and methylation in small for gestational age infants J Pediatr Endocrinol Metab 2015 28 613 618 25503665
- [67]Martinez LD Glynn LM Sandman CA Wing DA Davis EP Cesarean delivery and infant cortisol regulation Psychoneuroendocrinology 2020 122 104862 33080520 PMC7818649
Cited by
Sorted by citations
Schiera, G., Macajone, G., Volpes, S., Greco, L., Di Liegro, C. M., Serio, G., Caradonna, F., & Naselli, F. (2026) · Cells · doi:10.3390/cells15040366 · Cited by 8 · see citing works
- Authors
- Kadam, I., Dalloul, M., Hausser, J., Huntley, M., Hoepner, L., Fordjour, L., Hittelman, J., Saxena, A., Liu, J., Futterman, I. D., Minkoff, H., & Jiang, X.
- Affiliations
- City University of New York (US)
- SUNY Downstate Health Sciences University (US)
- The Graduate Center, CUNY (US)
- Maimonides Medical Center (US)
- Corresponding author
- Jiang, Xinyin
- ORCID
- Venue
- Clinical Epigenetics
- Published
- 2023-08-26
- Volume
- 15
- Issue
- 1
- Pages
- 137-137
- ISSN
- 1868-7075 (ISSN-L)
- 1868-7083
- PMC
- PMC10464204
- OpenAlex
- W4386189443
- Cited by
- 23
- References
- 7
- Citations by year
- 2026: 6 · 2025: 7 · 2024: 8 · 2023: 2
- FWCI
- 4.84
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Clinical Epigenetics (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- SUNY Digital Repository Support (State University of New York System) (submittedVersion, cc-by)
- Funders
- City University of New York (Interdisciplinary Research Grant)
- American Egg Board/Egg Nutrition Center
- Topics
- Health Sciences › Medicine › Rheumatology › Folate and B Vitamins Research
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Birth, Development, and Health
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Keywords
- gestational diabetes mellitus, one-carbon metabolism, maternal nutrient intake, choline, betaine, folic acid, vitamin B12, insulin-like growth factor II, corticotropin-releasing factor, cortisol, fetal growth, birth weight, placenta, umbilical cord blood, epigenetic programming, stress response
- MeSH terms
- Female, Fetus, Folic Acid, Humans, Insulin-Like Growth Factor II, Pregnancy, Promoter Regions, Genetic, Prospective Studies, Diabetes, Gestational, DNA Methylation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review