K. Richard, O. Holland, K. Landers, J. J. Vanderlelie, P. Hofstee et al., Review: Effects of maternal micronutrient supplementation on placental function, vol.54, pp.38-44, 2017.

A. D. Gernand, K. J. Schulze, C. P. Stewart, K. P. West, and P. Christian, Micronutrient deficiencies in pregnancy worldwide: Health effects and prevention, Nat. Rev. Endocrinol, vol.12, pp.274-289, 2016.

O. S. Anderson, K. E. Sant, and D. C. Dolinoy, Nutrition and epigenetics: An interplay of dietary methyl donors, one-carbon metabolism and DNA methylation, J. Nutr. Biochem, vol.23, pp.853-859, 2012.

N. L. Morse, Benefits of docosahexaenoic acid, folic acid, vitamin D and iodine on foetal and infant brain development and function following maternal supplementation during pregnancy and lactation, Nutrients, vol.4, pp.799-840, 2012.

P. M. Ueland, Choline and betaine in health and disease, J. Inherit. Metab. Dis, vol.34, pp.3-15, 2011.

T. C. Wallace, J. K. Blusztajn, M. A. Caudill, K. C. Klatt, E. Natker et al., Nutr. Today, vol.53, pp.240-253, 2018.

M. Mcgee, S. Bainbridge, and B. Fontaine-bisson, A crucial role for maternal dietary methyl donor intake in epigenetic programming and fetal growth outcomes, Nutr. Rev, vol.76, pp.469-478, 2018.

K. Fekete, C. Berti, M. Trovato, S. Lohner, C. Dullemeijer et al., Effect of folate intake on health outcomes in pregnancy: A systematic review and meta-analysis on birth weight, placental weight and length of gestation, Nutr. J, vol.11, 2012.

N. E. Bergen, V. W. Jaddoe, S. Timmermans, A. Hofman, J. Lindemans et al., Homocysteine and folate concentrations in early pregnancy and the risk of adverse pregnancy outcomes: The Generation R study, BJOG Int. J. Obstet. Gynaecol, vol.119, pp.739-751, 2012.

K. Fekete, C. Berti, I. Cetin, M. Hermoso, B. V. Koletzko et al., Perinatal folate supply: Relevance in health outcome parameters, Matern. Child. Nutr, vol.6, pp.23-38, 2010.

T. Rogne, M. J. Tielemans, M. F. Chong, .. Yajnik, C. S. Krishnaveni et al., Associations of maternal vitamin B12 concentration in pregnancy with the risks of preterm birth and low birth weight: A systematic review and meta-analysis of individual participant data, Am. J. Epidemiol, vol.185, pp.212-223, 2017.

L. Van-lee, S. R. Crozier, I. M. Aris, M. T. Tint, S. A. Sadananthan et al., Prospective associations of maternal choline status with offspring body composition in the first 5 years of life in two large mother-offspring cohorts: The southampton women's survey cohort and the growing up in singapore towards healthy outcomes cohort, Int. J. Epidemiol, vol.48, pp.433-444, 2019.

L. Van-lee, M. T. Tint, I. M. Aris, P. L. Quah, M. V. Fortier et al., Prospective associations of maternal betaine status with offspring weight and body composition at birth: The growing up in singapore towards healthy outcomes (GUSTO) cohort study, Am. J. Clin. Nutr, vol.104, pp.1327-1333, 2016.

M. Hogeveen, M. Den-heijer, B. A. Semmekrot, J. M. Sporken, P. M. Ueland et al., Umbilical choline and related methylamines betaine and dimethylglycine in relation to birth weight, Pediatr. Res, vol.73, pp.783-787, 2013.

C. Ivorra, C. García-vicent, F. J. Chaves, D. Monleón, J. M. Morales et al., Metabolomic profiling in blood from umbilical cords of low birth weight newborns, J. Transl. Med, vol.10, 2012.

Y. Du, Y. Wei, J. Yang, Z. Cheng, X. Zuo et al., Maternal betaine status, but not that of choline or methionine, is inversely associated with infant birth weight, Br. J. Nutr, vol.121, pp.1279-1286, 2019.

A. B. Monsen, J. Schneede, and P. M. Ueland, Mid-trimester amniotic fluid methionine concentrations: A predictor of birth weight and length, Metabolism, vol.55, pp.1186-1191, 2006.

B. A. Haider and Z. A. Bhutta, Multiple-micronutrient supplementation for women during pregnancy. Cochrane Database Syst

D. Roberfroid, L. Huybregts, H. Lanou, M. Henry, N. Meda et al., MISAME Study Group Effects of maternal multiple micronutrient supplementation on fetal growth: A double-blind randomized controlled trial in rural Burkina Faso, Am. J. Clin. Nutr, vol.88, pp.1330-1340, 2008.

U. Ramakrishnan, F. Grant, T. Goldenberg, A. Zongrone, and R. Martorell, Effect of women's nutrition before and during early pregnancy on maternal and infant outcomes: A systematic review, Paediatr. Perinat. Epidemiol, vol.26, pp.285-301, 2012.

P. M. Gleason, C. J. Boushey, J. E. Harris, and J. Zoellner, Publishing nutrition research: A review of multivariate techniques-part 3: Data reduction methods, J. Acad. Nutr. Diet, vol.115, pp.1072-1082, 2015.

L. Johnson, A. P. Mander, L. R. Jones, P. M. Emmett, and S. A. Jebb, Energy-dense, low-fiber, high-fat dietary pattern is associated with increased fatness in childhood, Am. J. Clin. Nutr, vol.87, pp.846-854, 2008.

K. Hoffmann, M. B. Schulze, A. Schienkiewitz, U. Nöthlings, and H. Boeing, Application of a new statistical method to derive dietary patterns in nutritional epidemiology, Am. J. Epidemiol, vol.159, pp.935-944, 2004.

L. K. Frank, F. Jannasch, J. Kröger, G. Bedu-addo, F. P. Mockenhaupt et al., Danquah, I. A dietary pattern derived by reduced rank regression is associated with type 2 diabetes in an urban ghanaian population, Nutrients, vol.7, pp.5497-5514, 2015.

K. B. Michels and M. B. Schulze, Can dietary patterns help us detect diet-disease associations?, Nutr. Res. Rev, vol.18, pp.241-248, 2005.

P. Dominguez-salas, S. E. Cox, A. M. Prentice, B. J. Hennig, and S. E. Moore, Maternal nutritional status, C(1) metabolism and offspring DNA methylation: A review of current evidence in human subjects, Proc. Nutr. Soc, vol.71, pp.154-165, 2012.

C. Lachat, D. Hawwash, M. C. Ocké, C. Berg, E. Forsum et al., Strengthening the reporting of observational studies in epidemiology-Nutritional epidemiology (STROBE-nut): An extension of the strobe statement, PLoS Med, vol.13, 2016.

B. Heude, A. Forhan, R. Slama, L. Douhaud, S. Bedel et al., Cohort Profile: The EDEN mother-child cohort on the prenatal and early postnatal determinants of child health and development, Int. J. Epidemiol, vol.45, pp.353-363, 2016.

V. Deschamps, B. De-lauzon-guillain, L. Lafay, J. Borys, M. A. Charles et al., Reproducibility and relative validity of a food-frequency questionnaire among French adults and adolescents, Eur. J. Clin. Nutr, vol.63, pp.282-291, 2009.
URL : https://hal.archives-ouvertes.fr/inserm-00222800

S. Hercberg, M. Deheeger, P. S. Preziosi, and . Vi, MAX Portions Alimentaires: Manuel-Photos Pour L'estimation des Quantités, Economica, Ed, p.132, 2002.

C. Dubuisson, S. Lioret, M. Touvier, A. Dufour, G. Calamassi-tran et al., Trends in food and nutritional intakes of French adults from 1999 to 2007: Results from the INCA surveys, Br. J. Nutr, vol.103, pp.1035-1048, 2010.
URL : https://hal.archives-ouvertes.fr/anses-01875222

, Ciqual Table de Composition Nutritionnelle des Aliments, 2019.

E. De-gavelle, J. Huneau, C. M. Bianchi, E. O. Verger, and F. Mariotti, Protein adequacy is primarily a matter of protein quantity, not quality: Modeling an increase in plant: Animal protein ratio in french adults, Nutrients, vol.9, p.1333, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01661871

, USDA Department of Agriculture; the Agricultural Research Service. Usda Branded Food Products Database. Nutrient Data Laboratory, p.10, 2018.

N. Mamelle, F. Munoz, and H. Grandjean,

, J. Gynécologie Obstétrique Biol. Reprod, vol.25, pp.61-70, 1996.

, International Standard Classification of Education (ISCED), 2019.

Y. Dong and C. J. Peng, Principled missing data methods for researchers, 2013.

J. A. Sterne, I. R. White, J. B. Carlin, M. Spratt, P. Royston et al., Multiple imputation for missing data in epidemiological and clinical research: Potential and pitfalls, BMJ, vol.338, 2009.

W. C. Willett, G. R. Howe, and L. H. Kushi, Adjustment for total energy intake in epidemiologic studies, Am. J. Clin. Nutr, vol.65, pp.1220-1228, 1997.

G. Sebastiani, A. Herranz-barbero, C. Borrás-novell, M. Casanova, V. Aldecoa-bilbao et al., The Effects of vegetarian and vegan diet during pregnancy on the health of mothers and offspring, Nutrients, vol.11, 2019.

M. Bertin, M. Touvier, C. Dubuisson, A. Dufour, S. Havard et al., Dietary patterns of French adults: Associations with demographic, socio-economic and behavioural factors, J. Hum. Nutr. Diet. Off. J. Br. Diet. Assoc, vol.29, pp.241-254, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01299975

S. H. Zeisel, M. Mar, J. C. Howe, and J. M. Holden, Concentrations of choline-containing compounds and betaine in common foods, J. Nutr, vol.133, pp.1302-1307, 2003.

M. Stråvik, K. Jonsson, O. Hartvigsson, A. Sandin, A. E. Wold et al., Food and Nutrient Intake during Pregnancy in Relation to Maternal Characteristics: Results from the NICE Birth Cohort in Northern Sweden, Nutrients, vol.11, 1680.

F. Koch, T. Heuer, C. Krems, and E. Claupein, Meat consumers and non-meat consumers in Germany: A characterisation based on results of the German National Nutrition Survey II, J. Nutr. Sci, 2019.

S. Lioret, S. A. Mcnaughton, D. Crawford, A. C. Spence, K. Hesketh et al., Parents' dietary patterns are significantly correlated: Findings from the Melbourne Infant Feeding Activity and Nutrition Trial Program, Br. J. Nutr, vol.108, pp.518-526, 2012.

L. M. De-regil, J. P. Peña-rosas, A. C. Fernández-gaxiola, and P. Rayco-solon, Effects and safety of periconceptional oral folate supplementation for preventing birth defects, Cochrane Database Syst. Rev, 2015.

C. Pouchieu, R. Lévy, C. Faure, V. A. Andreeva, P. Galan et al., Socioeconomic, lifestyle and dietary factors associated with dietary supplement use during pregnancy, PLoS ONE, vol.8, 2013.
URL : https://hal.archives-ouvertes.fr/hal-02644801

R. A. Waterland, R. Kellermayer, E. Laritsky, P. Rayco-solon, R. A. Harris et al., Season of conception in rural gambia affects DNA methylation at putative human metastable epialleles

S. Pauwels, M. Ghosh, R. C. Duca, B. Bekaert, K. Freson et al., Maternal intake of methyl-group donors affects DNA methylation of metabolic genes in infants, Clin. Epigenetics, vol.9, p.16, 2017.

A. Chango and I. P. Pogribny, Considering maternal dietary modulators for epigenetic regulation and programming of the fetal epigenome, Nutrients, vol.7, pp.2748-2770, 2015.

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