Abstract
Choline, folic acid, and Vitamin D are essential for fetal brain development that may be the first steps in the pathogenesis of the psychotic spectrum. Micronutrient deficiencies have been associated with changes in fetal brain development, manifest as early problems in childhood behavior, and cognition, and later as increased incidence of psychotic and autism spectrum disorders. Micronutrient supplements may not only prevent deficiency, but they may also positively affect brain development in the context of other maternal risk factors, including maternal infection, stress, inflammation, and substance abuse. Many genes associated with later psychotic illness are highly expressed in the fetal brain, where they are responsible for various neurodevelopmental mechanisms. Interaction of micronutrient vitamins with these genetically programmed mechanisms to prevent pathological brain development associated with later psychosis is under active investigation. In addition to their effects on brain development, micronutrient vitamins have effects on other aspects of gestation and fetal development, including the prevention of premature delivery and other developmental abnormalities. Supplemental micronutrient vitamins should be part of good prenatal care, as has already happened for folic acid and Vitamin D and is now advocated by the American Medical Association for choline. The benefits of these micronutrient supplements include protection of brain development and the possibility of decreased risk for future psychotic disorders in those children who are either genetically or environmentally vulnerable. The purpose of this review is to present the current evidence supporting the safety and effectiveness of micronutrients in gestation and to suggest areas for future research.
Keywords: Fetal development, Psychosis, Schizophrenia, Choline, Folic acid, Vitamin D
1. Introduction
Gestation is well-established as a critical period of pathogenesis for schizophrenia and other psychotic disorders. Decades of epidemiological studies have documented increased risk for psychotic disorders in offspring whose mothers experienced starvation, infection, stress and depression, and substance abuse during early to mid-gestation (Susser and Lin, 1993; Brown and Derkits, 2010). It is likely that the current COVID-19 epidemic will add to these findings, because SARS-CoV-2 infection induces maternal inflammation similar to other respiratory viruses (Chen et al., 2020; Centers for Disease Control, 2020). Maternal inflammatory responses to infection attack the placenta and fetus, which is one of several putative pathogenic mechanisms that alters fetal brain development and increases risk for later psychiatric and behavioral disorders (Ernst et al., 2013; Brown and Meyer, 2018; Vasistha et al., 2019). A second pathogenic element during gestation is the genetic risk for psychotic disorder. Many of the genes identified in both genome-wide association and candidate gene studies as carrying pathogenic variants for psychosis are highly expressed in fetal brain. For some of these genes, the prenatal expression is significantly greater than postnatal (Birnbaum et al., 2014).
Despite the evidence for gestation as a critical pathogenic period, little attention has been paid to therapeutic intervention possibilities. However, prenatal folic acid supplementation is a paradigmatic example of the prevention of a serious neurodevelopmental abnormality during gestation. The success of folic acid supplementation in preventing major neural-tube developmental defects has led to its universal acceptance as a prenatal preventative intervention (Viswanathan et al., 2017). Spina bifida is not solely the result of maternal folic acid deficiency. Its complex pathogenesis includes multiple genetic and environmental elements, like schizophrenia (Au, Ashley-Koch, and Northrup, 2010). However, regardless of potential causal factors for neural tube deficit in any specific fetus, folic acid supplementation is a generally effective prevention. Yet, the possibility that the neurodevelopmental risk for psychosis could be similarly diminished by folic acid or any other micronutrient has not been fully assessed.
Several problems present themselves. Neural tube developmental defects are immediately ascertained at birth, but psychosis takes decades to be expressed as a diagnosable condition. Intermediate markers of developmental problems, including attenuated or prodromal psychotic symptoms, are associated with increased risk for schizophrenia, but no symptoms or biological marker in infants, children, or even in adolescents already developing signs of illness, definitively identifies individuals destined to develop psychosis. Thus, a study would need to last for several decades, until schizophrenia or other psychoses are diagnosed, to definitively establish a preventive effect for psychoses.
A second problem is that micronutrients are already widely available as supplements and endorsed as good maternal care, because many of their benefits, including neural tube closure, are critical to the success of fetal development. Therefore, the possibilities for placebo-controlled clinical trials are ethically limited, because the placebo condition is potentially harmful to the fetus. Additionally, regardless of assignment to placebo or treatment, micronutrient vitamins are available to the mother and fetus from many other sources. Vitamins A, D, and folic acid are supplemented in many processed foods to protect fetal development even if the mother does not take supplements per se. Foods that naturally contain these nutrients, as well as choline, include vegetables, fruits, grains, eggs, and meats. Vitamin D can be synthesized in the skin by exposure to sunlight, and choline can be synthesized by the mother’s liver. Thus, a well-controlled trial comparing nutrient to no-nutrient conditions, the standard design for most medical interventions, is not possible.
Nevertheless, surveys of diet in most countries find that many mothers are deficient, with low plasma levels of Vitamin D, folic acid, and choline (Jensen et al., 2007; Brunst et al., 2014; Liu et al., 2017; Groth et al., 2017; Bailey et al., 2019; Li and Freedman, 2020). Thus, observational studies using maternal plasma measurements as a proxy summation of dietary and supplement intake to compare the outcomes of gestation with higher and lower levels of micronutrients are a possible alternative strategy. However, maternal micronutrient levels reflect confounding factors that themselves can affect fetal development. Maternal stress, alcohol and nicotine use, and socioeconomic constraints on diet are among the several factors that can affect micronutrient levels, but also impact fetal development by other mechanisms (Hunter et al., 2020).
The timing of supplementation is another difficult issue (Tables 1–3). Folic acid is most effective if begun pre-conception. Vitamin D supplementation has shown beneficial effects through the postnatal period. Choline has been supplemented in clinical trials beginning in early second trimester through late third trimester. Optimal timing is important to guide public health directives. Even with established directives, pre-conception and early gestation administration depend upon planning for pregnancy, but a substantial fraction of pregnancies are not planned, a source of maternal stress in itself.
Table 1.
Summary of major studies of prenatal folic acid effects on child development.
| Study Protocol | N | Findings | Reference |
|---|---|---|---|
| U.S. case-control study of schizophrenia based on high maternal serum homocysteine (interpreted as low folic acid) in third trimester | N = 63 cases of schizophrenia with 122 controls | Odds ratio of schizophrenia increased 2.39 (1.18–4.81) in pregnancies with highest tertile of homocysteine; elevated, but non-significant effect at 3 mos (17 cases). | Brown et al., 2007 |
| Rotterdam case-control study of maternal folic acid supplement use by gestational wk 10 children with Child Behavior Checklist toddler version at 18 mos | N = 4214 | Decreased attention, social withdrawal, and aggression problems. | Roza et al., 2010 |
| U.S. case-control study of autism spectrum disorder and folic acid intake in 1st gestational month | N = 429 cases of autism spectrum disorder with N = 278 controls | Daily folic acid intake >600μg/day 1st mo gestation associated with decreased ASD. Association stronger if mother or child had MTHFR 677 C>T variant. | Schmidt et al., 2012 |
| Norwegian case-control study of folic acid supplements and fish oil and autism spectrum disorder | N = 85,176 with n = 270 cases | Use of folic acid 400μg per day from −4 to 8wks gestation reduced autism spectrum disorder risk. No effect of fish oil supplements in same period. No effect of folic acid at 22 wks gestation. | Surén et al., 2013 |
| Swedish case-control study of various prenatal supplements and autism spectrum disorder | Multivitamins n = 62,840; Iron only n = 90,138; Iron and folic acid n = 25,445; Folic acid only n = 2789; None n = 91895; 5575 cases | Use of multivitamins with or without folic acid and iron decreased the prevalence of autism spectrum disorder; folic acid and iron together or alone had no significant effect. | DeVilbiss et al., 2015 |
| U.S. case-control study of autism spectrum disorder and frequency of folic acid supplements | N = 86 cases of autism spectrum disorder with N = 1171 controls | Low (≤2 times/week) and high (>5 times/week) prenatal supplementation was associated with increased risk of autism spectrum disorder. Plasma folate at birth (≥60.3 nmol/L) had 2.5 times increased risk compared to mid 80th percentile folate levels, adjusting for MTHFR genotype. Similar findings for Vitamin B12. | Raghavan et al., 2018 |
| Spanish study of maternal preconception and gestational folic acid supplement dose on offspring cognition at 4–5 years of age | N = 1682, Folic acid supplement ≤400μg/day 55%, 400–999μg/day 15%, ≥1000μg/day 40% | Preconception-3 mos gestation folic acid supplements ≥1000μg/day or ≤400μg/day were associated with decrease cognition. | Valera-Gran et al., 2017 |
| Israel case-control study of folic acid and multivitamin supplementation and autism spectrum disorder | N = 572 cases of autism spectrum disorder with N = 45,300 controls | Supplementation of folic acid or multivitamins or both before but not during pregnancy as effective as during pregnancy. | Levine et al., 2018 |
| Israel case-control study of prenatal folic acid supplementation controlling for birth order | N = 2009 cases of autism spectrum disorder with 19,886 controls | No association of amount of of folic acid purchased during gestation, if association of first birth order with both folic acid use and autism spectrum disorder was considered. | Sharman Moser et al., 2019 |
| British randomized trial of 400μg folic acid supplement continuation past 1st trimester supplement versus placebo | N = 33 folic acid, N = 37 placebo | Significantly improved cognition at 7 yrs of age in folic acid group. | McNulty et al., 2019 |
| Northern Sweden case-control study of maternal folic acid concentration at 14 wks gestation | N = 100 cases of autism spectrum disorder with 100 controls | Marginal increased autism spectrum risk with higher folic acid; OR per 1 SD increase over mean: 1.70, P = 0.07. | Egorova et al., 2020 |
Table 3.
Summary of major studies of prenatal choline or phosphatidylcholine effects on child development.
| Study Protocol | N | Findings | Reference |
|---|---|---|---|
| Controlled clinical trials of Choline or Phosphatidyl-choline | |||
| 600mg choline as phosphtidylcholine vs. placebo, healthy pregnancies 18wks gestation | N = 49 choline, N = 50 placebo | Mean Mullens Global Index scores 1 standard deviation above the population mean for both groups at 12mo | Cheatham et al., 2012 |
| 900mg choline as phosphatidylcholine vs. placebo, healthy pregnancies 17wks gestation | N = 46 choline, N = 47 placebo | Increased P50 auditory evoked potential inhibition 1 mo; fewer Child Behavior Checklist 1½–5 Attention and Withdrawn problems at 4y | Ross et al., 2013, 2016; |
| 550mg choline as choline chloride vs. 100mg, healthy pregnancies 22–29wks gestation | N = 13 550mg, N = 13 100mg choline | Faster reactive saccades at 13mo; higher Child Color-location Memory Task at 7y | Caudill et al., 2018; Bahnfleth et al., 2019 |
| 2g choline as choline bitartrate vs. placebo at 24–27wks gestation vs. placebo, women continued binge drinking and drug abuse | N = 31 choline, N = 31 placebo | Higher Fagan Test of Infant Intelligence novelty preference 12mo | Jacobson et al., 2018 |
| Other clinical studies | |||
| Serum free choline at 16–18 wks gestation and later periods, including cord blood. The study excluded over 1000 women, many with premature birth and intrauterine growth problems. | N = 404 women | No effect of maternal serum choline level on Wechsler Preschool and Primary Scale of Intelligence-Revised scales at 5.5y. Free choline was positive but non-significantly related to performance IQ. | Signore et al., 2008 |
| Maternal plasma free choline at 16wk gestation | 154 women | Positive association with Bayley Scales of Infant Development III cognitive score at 18 mos | Wu et al., 2012 |
| Comparison of highest quartile of 2nd trimester dietary choline intake to lowest quartile. | 895 women | Higher Wide Range Assessment of Memory and Learning, Design and Picture Memory subtest score 7y | Boeke et al., 2013 |
| Maternal plasma choline at 16 wks > mean-1 standard deviation of Ross et al., 2013 supplement level vs. levels < mean-1 standard deviation. Women in this study did not receive supplements. | N = 162 women, including 25 who abused cannabis and 43 who had respiratory virus infections at 10–16 wks gestation and 25 Black women | Increased P50 auditory evoked potential inhibition 1 mo; Higher Infant Behavior Questionnaire-R Orienting/Regulation at 3 mos; fewer Child Behavior Checklist 1½–5 Attention and Withdrawn problems at 4y; Black women had lower choline levels than other groups, associated with higher rates of premature birth. [N= 7 Black women who received phosphatidylcholine in Ross et al., 2013 trial delivered at longer gestational age, near term, compared to 8 Black women who received placebo, who averaged over 2wks preterm.] | Hoffman et al., 2019; Freedman et al., 2020; Hunter et al., 2020a,b; Freedman et al., 2020 |
| Estimate of dietary choline intake and PEMT genotype. | M = 165 women with preterm births vs. 165 with term births | Increased preterm birth with lower choline intake and PEMT rs7946 AA genotype vs. higher choline intake and PEMT rs7946 GG genotype | Zhu et al., 2020 |
These problems are not fully resolved in the existing literature. The purpose of this review is not to repeat analyses that show that these micronutrients are generally beneficial, which is already well known. Rather, this review aims to identify opportunities for further research to enhance the use of these nutrients to promote fetal development and thereby possibly prevent future psychotic disorders.
2. Method
A Medline search was conducted for (schizophrenia OR psychotic) AND (prenatal OR gestation OR fetal) AND each nutrient yielded 16 articles for folic acid, 6 articles for choline, and 31 articles for Vitamin D. A search for Vitamin A largely overlapped with Vitamin D (Tables 1–3). Articles for this review were selected by the authors by two criteria: (1) latest original reports of observational, case-control, or randomized clinical trial studies, or (2) earlier studies that reported major findings.
Prenatal effects of omega-3-fatty acids, either as specific supplements or fish oil, were not considered extensively. The only case-control study found that the highest tertile of maternal docosahexaenoic acid levels was associated with an increased risk of offsprings’ schizophrenia spectrum disorders (Harper et al., 2011). A randomized trial found no additional effect of fish oil supplements beyond that afforded by folic acid on attention in 8 year children (Catena et al., 2016).
3. Results
3.1. Prenatal folic acid supplementation
Folic acid, as mentioned above, is universally accepted as a preventative measure for midline developmental defects, including spina bifida and facial clefts. The standard dose is 400 μg, but doses up to 4 mg have been safely used for women who have had previous gestations with fetal spina bifida or other neural tube defects (Wald et al., 1991). The primary reason for keeping doses generally below 1 mg is that higher doses can disguise the hematological identification of Vitamin B12 deficiency and pernicious anemia (Centers for Disease Control, 1992).
Randomized trials conducted to establish the value of folic acid for the prevention of neural tube defects were halted before completion by their safety advisory committees because the effectiveness of folic acid became established early in the trial (Viswanathan et al., 2017). However, many mothers do not take folic acid supplements pre-conception or even during pregnancy itself. Case-control and observational studies have made use of differences in compliance to study the effectiveness of folic acid in prevention of mental illness, including autism spectrum disorder and schizophrenia (Table 1). The timing of the supplement in gestation and the maternal serum level or dose of supplement have been major issues.
The Generation R study in Rotterdam compared women who did or did not use folic acid supplements at various times during gestation. That study showed cognitive and behavioral benefits in early childhood in offspring of all mothers who used folic acid during pregnancy, with superior benefits if the folic acid supplement was instituted before 10 weeks gestation. Decreased problems in attention, social withdrawal, and aggression were observed (Roza et al., 2010). A Norwegian study had similar findings, with benefits if folic acid was instituted from preconception through the first 8 weeks of gestation, and no effect if folic acid was instituted at 22 weeks (Surén et al., 2013). Some countries recommend folic acid only through the first trimester. However, a British randomized, controlled trial found increased cognitive benefit in 8-year-olds whose mothers continued folic acid after the first trimester, compared to women who were switched from folic acid to placebo after the first trimester (McNulty et al., 2019).
Several studies have suggested that use of folic acid supplements five times a week or more, compared to 3 times per week, or higher maternal folate concentration might increase the incidence of autism spectrum disorder (Raghavan et al., 2018; Egorova et al., 2020). However, studies of a much larger Israeli cohort reaffirmed the benefit of supplementation early in pregnancy and suggested that the possible detrimental effect of higher doses was confounded by the proclivity of women to take higher doses in their first pregnancy (Levine et al., 2018). First birth order itself is associated with increased risk of autism spectrum disorder (Sharman et al., 2019). A Spanish study found decreased cognition in 4 to 5-year-olds whose mothers used doses higher or lower than 400–1000μg/day (Valera-Gran et al., 2017).
A confounding factor for folic acid supplementation is that most preparations include Vitamins A, B12, and D. A Swedish comparison of mothers who used folic acid only found no effect on the incidence of autism spectrum disorders, compared to no supplement use. For women who used multivitamins, the addition of folic acid did not enhance effectiveness (DeVilbiss et al., 2015).
Maternal and fetal genotypes are not accounted for in most studies. MTHFR, the gene for methylenetetrahydrofolate reductase, has variants that alter its effectiveness. Schmidt et al. (2012) found that if the MTHFR 677 C>T variant, associated with reduced effectiveness, were present in either the mother or fetus, the association of higher folic acid intake with decreased risk for autism spectrum disorder was strengthened. They suggested that supplements might be particularly necessary for pregnancies with this variant.
Only one study has attempted to assess the effect of maternal folic acid on the risk for schizophrenia. Brown et al. (2007) measured maternal homocysteine levels in dried maternal blood spots in a small number of cases. Homocysteine is converted to methionine by both folic acid and Vitamin B12. Higher homocysteine levels imply lower folic acid or Vitamin B12 levels. The highest tertile of homocysteine levels in the third trimester, compared to the other tertiles, had double the number of offspring with schizophrenia. A similar effect in the first trimester did not reach significance, which the authors attributed to inadequate power.
3.2. Vitamins D and A
Vitamin D, like folic acid, is already part of maternal prenatal vitamins that are recommended universally. The 15μg/day or 600IU dosage is designed to reach a target serum 25-(hydroxy)Vitamin D concentration of 50 nmol/L that is considered sufficient to prevent musculoskeletal deformity (Institute of Medicine, 2010; European Food Safety Authority, 2017). These public health recommendations considered average exposure to sunlight, dietary sources including Vitamin D-supplemented dairy products, and skin color. However, skin color and exposure to sunlight vary considerably among populations. Thus, darker skin women in Nordic countries in winter have particular problems with lower levels (Mitchell et al., 2019). Low levels of Vitamin D have been found in Black American and rural Chinese populations (Brunst et al., 2014; Yu et al., 2019).
The variance in Vitamin D levels during pregnancy is important, because most studies of effects of Vitamin D on later offspring mental illness have found an optimal window of concentration. Both below and above this window, incidences of schizophrenia, autism spectrum disorder, and other developmental disorders are increased (Table 2). The boundaries of the window vary moderately between studies. It is unclear if differences between assays or differences in confounding factors, such as maternal socioeconomic status, are reasons for the variance (Table 2). Maternal gestational levels >50nmol/L and cord blood levels >25nmol/L appear to be adequate and are associated with decreased incidence of schizophrenia and autism spectrum disorder. Maternal gestational levels <25nmol/L are associated with increased incidence of schizophrenia and autism spectrum disorder (McGrath et al., 2003; McGrath et al., 2010; Vinkhuyzen et al., 2017, 2018; Eyles et al., 2018). Levels <25nmol/L are also associated with premature birth (Miliku et al., 2019). Maternal gestational levels >125nmol/L are associated with thinner, shorter infants (Hauta-Alus, 2019).
Table 2.
Summary of major studies of prenatal Vitamin D effects on child development.
| Study Protocol | N | Findings | Reference |
|---|---|---|---|
| U.S. case control with third trimester serum Vitamin D | N =26 schizophrenia cases, 51 controls | No difference in Vitamin D in cases | McGrath et al. 2003 |
| Finnish case control study of Vitamin D supplementation in first year of life | N = 79 schizophrenia cases, 9144 total | Supplementation ≥2000IU reduced risk of schizophrenia in males | McGrath et al., 2004 |
| Danish case control study, neonatal blood | N = 424 cases schizophrenia, 424 controls | Compared to reference quintile, 40.5–50.9 nmol/L, higher and lower quintiles had greater schizophrenia risk | McGrath et al., 2010 |
| Generation R observational study of midgestational maternal serum Vitamin D | N = 7098 | Mothers who had Vitamin D in the lowest quartile <50nmol/L had an increased risk of preterm delivery and children who were small for gestational age. | Miliku et al., 2019 |
| Generation R Case control study with midgestational serum Vitamin D | N = 4334 with 68 cases of autism spectrum disorder | Two-fold increase in cases in Vitamin D deficient <25 nmol/L versus sufficient >50 nmol/L. | Vinkhuyzen et al. 2017 |
| Generation R observational study of mid-gestational maternal serum Vitamin D level | N = 2866 healthy women | Social Responsiveness Scale 6yrs more abnormal in Vitamin D deficient <25 nmol/L than in sufficient >50 nmol/L. | Vinkhuyzen et al. 2018 |
| Danish case control study with neonatal cord blood. | N = 3464 | Compared to the reference (fourth) quintile, those in the lowest quintile (<20.4 nmol/L) had a significantly increased risk of schizophrenia. | Eyles et al., 2018 |
| California case-control study of Vitamin D in newborn blood spots, most within 48hrs of birth | N =563 autism spectrum disorder cases; N= 190 Intellectual Disability; N = 436 controls, 4.5–7yrs | No increase in autism spectrum disorder. Intellectual Disability prevalence in 14% deficient or 26% insufficient in Vitamin D; significant effects of maternal age | Windham et al., 2019 |
| Finnish observational study of effect of prenatal Vitamin D on postnatal infant growth | 798 healthy infants, 96% mothers Vitamin D sufficient | Mothers with prenatal Vitamin D >125 nmol/L had the shortest and thinnest infants at 6mos | Hauta-Alus et al., 2019 |
Vitamin A is generally supplemented with Vitamin D in both food and prenatal vitamins. Lower levels during pregnancy are also associated with increased risk for schizophrenia (Bao et al., 2012).
Vitamin D is the only micronutrient that has effectiveness after birth. Supplementation ≥2000IU in the first year of life reduced risk of schizophrenia in males, but not females (McGrath et al., 2004). The incidence of other illnesses was not changed.
3.3. Choline
Choline is a multi-functional molecule in pregnancy (Zeisel, 2006). It is tri-methylated glycine, and in starving women, it is converted to glycine. Choline is a substrate for one-carbon metabolism, which includes DNA methylation. Phosphatidyl-conjugated choline is a component of plasma membranes, including the baby’s and the placenta’s. Finally, choline is acetylated to acetylcholine and can substitute directly for acetylcholine to activate nicotinic receptors. The direct action of choline on α7-nicotinic acetylcholine receptors requires millimolar concentrations of choline that are much higher than required for methylation pathways or phosphatidylcholine synthesis (Frazier et al., 1998).
Choline is a naturally occurring nutrient found in the human body and in food. Most choline is present in food as phosphatidylcholine in the cell membranes of the animal or plant. The FDA recommendation for minimum daily dietary intake in pregnancy, currently 550 mg in pregnancy, is not based on consideration of the effect on fetal brain development (Food and Drug Administration, 2016). The minimum daily intake was initially set at 500 to 550 mg per day in men because lower levels are associated with increased risk of liver disease. The level for women was then set at 425 mg, based on their smaller body size. In pregnancy, however, placenta choline transporters concentrate choline in the fetal circulation. The fetus and its surrounding amniotic fluid have concentrations of choline three to five times higher than the concentration in the mother’s blood (Zeisel, 2006). The concern was that the mother’s loss of choline to the fetus might result in injury to the maternal liver, and therefore the recommended daily amount for pregnant women was raised (Institute of Medicine, 1998). The daily upper limit is 3500 mg choline, half the amount that produces hypotension. Within these limits, the FDA classifies choline and phosphatidylcholine, also called lecithin, as Generally Recognized as Safe, which means that choline and phosphatidylcholine can be added to foods or marketed as supplements without prescription.
Choline in the blood comes not only from the diet, but also from the mother’s own synthesis of choline. Choline has a reservoir in liver cells in the form of phosphatidylethanolamine. The liver stabilizes choline blood levels, when dietary intake is inadequate, by converting some of its phosphatidylethanolamine stores in the cell membrane into phosphatidylcholine, which then loses the phosphatidyl portion to become choline. A key regulator in this conversion is the enzyme phosphatidylethanolamine N-methyltransferase. However, its gene PEMT has genetic variants that cause it to be less efficient and increase the risk of liver disease and premature birth (Zeisel, 2006; Zhu et al., 2020). A second complication is that dietary intakes of folic acid and methionine interact with choline and, in turn, choline interacts with their levels. Deficiency in one of these can increase the need for more choline. For example, many people who abuse alcohol become folic acid deficient and therefore require more choline (Jacobson et al., 2018). Dietary surveys in the United States, Canada, and China find that most pregnant women consume less than 500 mg of choline daily, below the range in the FDA’s recommendations (Wu, 2012; Brunst et al., 2014; Groth et al., 2017, Li and Freedman, 2020).
The case for choline as a necessary prenatal supplement is now emerging, and therefore studies are reported here in more detail (Table 3). Based on animal experimentation literature, several research groups, including ours, received permission from the FDA and other governmental agencies to study the effects of maternal choline concentration on early offspring brain development and for randomized clinical trials of phosphatidylcholine or choline supplements compared to placebo in pregnant women. Choline citrate or choline chloride is a pure form, used in two of the clinical trials, but the choline is not easily absorbed from the intestine into the maternal bloodstream (Cho et al., 2020). Choline that is not absorbed from the small intestine may reach the large intestine, where some bacteria can metabolize it to trimethylurea, a fishy-smelling molecule, or to trimethylamine N-oxide, which is toxic to the heart. If choline is conjugated into phosphatidylcholine, the form normally found in foods, it is better absorbed and less likely to be metabolized by bacteria. Levels of trimethylamine-N-oxide are three times higher in women who receive choline supplements than women who receive phosphatidylcholine. Two clinical trials, including ours, chose phosphatidylcholine to optimize absorption and to minimize side effects. Two others chose choline. Higher maternal plasma choline levels were reported in the trials that used phosphatidylcholine, consistent with its better absorption. None of the four trials described below reported serious adverse effects for either the mother or baby of phosphatidylcholine or choline. Mild effects, including dizziness, nausea, headache, bloating, constipation and diarrhea, flatulence, and body odor, occurred as frequently in the placebo groups as in the supplemented groups (Ross et al., 2013).
3.3.1. Results of randomized controlled clinical trials of prenatal choline or phosphatidylcholine supplementation
In our clinical trial (Ross et al., 2013), phosphatidylcholine supplements, 6300 mg daily, were instituted at 17 weeks gestation and continuing until delivery. Maternal gestational plasma choline concentrations obtained with the phosphatidylcholine supplement were 15.21 ± 8.14μM, compared to 7.85 ± 2.54μM for placebo. As soon as the newborns regained their birth weight, they received 100 mg phosphatidylcholine drops daily for the first 3 months of life. Forty-seven women and their babies received these supplements, and 46 received placebos, by random, double-blinded assignment. Compared to placebo, phosphatidylcholine supplementation improved the inhibition of cerebral P50 auditory responses, recorded electrophysiologically when the offspring were 1 month old. This physiological feature of schizophrenia, some forms of bipolar disorder, autism spectrum disorder, and attention deficit disorder, can already be measured in newborns (Hunter 2011). Deficiency in P50 inhibition, loss of the normal ability to inhibit the cerebral evoked response to repeated stimuli, is associated with patients’ neuropsychological problems with distractibility (Hamilton et al., 2018). Poor sensory filtering is a basic clinical problem for many patients with schizophrenia (Javitt and Freedman, 2015). Deficiencies in P50 inhibition are also heritable and co-segregate with risk for schizophrenia in families (Greenwood et al., 2016).
P50 inhibition was normal in 76% of newborns of mothers who received phosphatidylcholine supplements, compared to 43% of newborns of mothers who received placebo. A pharmacogenomic analysis was conducted for a variant in the newborn’s CHRNA7, the gene for the α7-nicotinic acetylcholine receptor that is the target of the choline intervention. This variant, which is also associated with schizophrenia in adults, increased the likelihood that a newborn would have poor P50 inhibition in the placebo group. In the phosphatidylcholine-treated group, the newborn’s CHRNA7 variants did not affect P50 inhibition.
Half the children in the trial were assessed at 40 months of age using the Child Behavior Checklist, 1½−5 year version (Ross et al., 2016). Mean rating percentiles on the Attention Problems scale were significantly lower for those children of both sexes in the phosphatidylcholine supplement group compared to those in the placebo group. Ratings on the Withdrawn Problems scale showed effects of both the phosphatidylcholine supplement and sex. For male children in the supplement group, mean rating percentiles were significantly lower than ratings for those who received placebo; the difference was not significant for females. The children’s ratings of Attention and Withdrawn problems, as well as the Total Problems scale, at 40 months of age were significantly related to their P50 inhibition as newborns. As observed for P50 inhibition, there was a significant genotypic effect of the CHRNA7 variant associated with schizophrenia for Withdrawn Problems in the placebo-treated group. This genetic effect was absent in the phosphatidylcholine-treated group, who had fewer Withdrawn problems regardless of CHRNA7 genotype.
A previous study from another group asked parents to use the Child Behavior Checklist to rate their adult children retrospectively as they were in early childhood. Half had adult children with schizophrenia. For Attention problems, the effect size for children who later developed schizophrenia was Cohen’s d’ = 0.45, and for Withdrawn, d’ = 1.73 (Rossi et al., 2000). In the prenatal phosphatidylcholine study, d’ for Attention was −0.59, and for Withdrawn it was −0.79. Thus the effect size of the change observed with phosphatidylcholine is similar in magnitude, but opposite in direction, to the difference between children who later developed schizophrenia and those who did not.
In a separate group of 27 mothers with schizophrenia enrolled over 5 years, 17 had newborns who completed the 1-month recording. Among those treated with placebo, 38% had normal P50 inhibition, compared with 69% of those treated with phosphatidylcholine (Ross et al., 2016).
Other clinical studies of prenatal choline effects on outcomes in early childhood include three double-blind, placebo-controlled trials and two observational studies. One double-blind trial reported decreased reactive saccadic latency from 4–13 months of age in 8 children of healthy mothers who received 550mg choline supplementation beginning at 27–29 weeks gestation, compared to 8 children who received 100mg choline. Both groups received prepared meals containing 380 mg choline so that one group received a total of 930 mg daily versus the other group who received 480 mg. The 550 mg supplemented group has plasma choline 7.4 ± 2.0 μM, compared to 6.5 ± 1.1 μM for the 100 mg group, a non-significant difference, perhaps because of choline’s poor absorption. The authors interpret the increased reaction time as indicating increased processing speed (Caudill et al., 2018). The magnitude of the effect depended highly on the number of days the mother consumed the choline supplement, which suggests that earlier in the third trimester is better than later. A follow-up of the children at 7 years of age found improved performance in the 550 mg supplemented group on a test of visual memory (Bahnfleth et al., 2019). The mothers and infants did not receive postnatal supplementation, nor is breastfeeding noted as a factor.
The Caudill et al. (2018) trial found that choline supplementation increases methylation of CRH gene in the placenta at birth. In the cord blood, leukocyte CRH and NR3C1 were hypomethylated, and cortisol levels were 30% decreased. Cortisol is highly pathogenic for fetal neuronal development in early gestation, and thus this decrease is a potentially beneficial (Freedman et al., 2021).
A third trial of mid-pregnancy choline supplementation was conducted in women who have heavy alcohol use during pregnancy, common in the Capetown Coloured community in which these women live. This South African community is a historic mixture of Indonesian, European, and Black African heritages, which is considered distinct from other ethnic groups. The mothers were recruited in mid-pregnancy through the 23rd gestational week. During the study, they drank an average of 1.3 times per week, consuming drinks containing >4 oz. of alcohol. Supplemented mothers received 1.3 grams of choline bitartrate, which is 1 gram of choline, twice per day. Four weeks after entering the trial, approximately 24–27 weeks gestation, the supplemented group’s plasma choline concentration was 10.7 ± 4.2 μM, compared to 8.3 ± 1.9 μM for the placebo group, a significant difference. One-third of the infants had full fetal alcohol syndrome or a sub-syndromic form. Choline supplementation did not alter this outcome. Infants of the mothers who received the supplement had increased novelty preference scores at 12 months of age on the Fagan Test of Infant Intelligence, which the authors interpreted as better visual recognition memory. (Jacobson et al., 2018).
The earliest clinical trial to be reported was conducted in women selected to be healthy with uncomplicated pregnancies. Women who used tobacco, drugs, and alcohol were excluded. In addition, they had to intend to breastfeed for at least 90 days. In the trial, 5400 mg phosphatidylcholine supplementation in healthy women beginning at 18 weeks gestation versus placebo raised plasma choline concentration to 13.6 ± 0.6 μM, compared to 7.7 ± 0.3 μM for the placebo group. The supplement was continued as long as the mother breastfed. Milk of supplemented mothers has choline concentration 106 ± 10 (standard error) nmol/mL, compared to 83 ± 8 nmol/mL for the placebo group. Both differences were significant. The trial reported no effect of the supplements on the Visuospatial Memory Delayed Response Task, the Mac-Arthur-Bates Short Form Vocabulary Checklist: Level I, or the Mullen Scales of Early Learning Global Development Index at 10–12 months of age versus placebo. Mean Mullen Global Index scores were one standard deviation above the normal range for offspring of both placebo and supplemented mothers (Cheatham et al., 2012). In contrast, the mean Mullen Global Index scores were below average in the Ross et al. (2013) trial. The mothers in this study were mostly college educated. The mothers in the placebo group reported an average annual income of $68,000, and the supplemented group reported $62,000. The authors interpreted their findings as indicating that the mothers were already consuming adequate amounts of choline in their diets and that the supplement was therefore not necessary. They intended the Visuospatial Memory Delayed Response Task to specifically assess hippocampus development. In the placebo group but not in the supplement group, the range of performance included individuals more than 2 standard deviations below the mean. It is possible that the phosphatidylcholine supplementation, but not the placebo, may have improved performance for a more impaired subgroup of the infants.
3.3.2. Observational studies of the effects of prenatal maternal choline levels
We conducted a second study of choline in gestation, without using supplements to change the woman’s plasma choline level, which meant that FDA restrictions on the randomized trials in the U.S. to healthy women did not affect recruitment. In this second study, choline levels at 16 weeks gestation greater than 7.07μM, which are within 1 standard deviation of the mean level obtained with phosphatidylcholine supplements in the randomized trial, were considered to be higher levels, comparable to the level achieved supplement. Levels below 7.07μM were considered to be lower levels. The proportion of women with higher choline concentrations higher than 7.07μM was 31% (Hunter et al., 2021).
Maternal plasma choline levels are influenced not only by the mother’s diet but also by her own biological synthesis of choline and by her stress, which causes choline to be retained in the maternal liver (Hunter et al., 2021). Choline levels were not associated with maternal body mass index (BMI). Prenatal vitamin and folic acid use exceeded 90% in both mothers with high and low choline. Genetic variants in PEMT also did not differ between women with high or low choline levels. Average choline levels for the entire group of mothers in the current study rose at 28 weeks gestation, consistent with other reports of increasing choline concentrations after mid-pregnancy. The mother’s increasing estrogen activates her PEMT gene to increase her choline synthesis, and the placenta increases its transport of choline to support the accelerating growth of the fetus (Zeisel, 2006). Maternal plasma choline concentrations at 28 weeks were not associated with the outcomes in childhood that we measured because these outcomes depend upon fetal brain formation that occurs earlier in pregnancy (Freedman et al., 2019).
Similar to the findings of the clinical trial of phosphatidylcholine supplementation, higher maternal choline concentrations at 16 weeks gestation were associated with increased inhibition of the P50 cerebral auditory evoked potential. P50 inhibition is a neurobiological mechanism associated with better ability to maintain attention (Hamilton et al., 2018). Both male and female children of mothers with higher 16-week gestational choline levels had fewer Attention problems on the Child Behavior Checklist at 4 years of age than children of mothers with lower choline levels. The Attention score at 4 years of age was correlated with P50 inhibition at 1 month of age. The male children were less likely to be withdrawn in social situations than male children of mothers with lower plasma choline concentrations (Hunter et al., 2021).
Because this observational study was not under FDA regulation, the effects of prenatal choline levels were observed on a wider range of maternal co-morbidities, most that have been associated with later offspring mental illnesses, including psychotic disorders (Brown and Derkits, 2010; Hunter et al., 2011). Maternal infections, including respiratory virus infections, were associated with increased maternal C-reactive protein levels and deficiencies in newborn P50 inhibition and childhood attention and social behavior; these associations were decreased in offspring of mothers with higher choline levels (Freedman et al., 2019, 2020; Hunter et al., 2019). Offspring of mothers who used cannabis through the 10th week of gestation also had poorer P50 inhibition and childhood attention and social behavior that were mitigated if mothers had higher choline levels (Hoffman et al., 2019).
Black American women recruited from low-income neighborhoods of Denver had the lowest choline levels of any ethnic subgroup within the observational cohort (Hunter et al., 2020). There was no evidence that differences in the allele frequencies of single nucleotide variants in PEMT or MTHFR contributed to lower maternal choline levels. White women living in the same low-income neighborhoods did not have similarly low choline levels, and neither did women in Uganda. Black American women’s low choline levels were related to their high stress, as monitored in their hair cortisol.
Low choline levels in these 25 Black American women were associated with preterm birth, averaging over 2 weeks before term. A relationship of low choline intake to pre-term birth has also been found in China (Zhu et al., 2020). Analysis of gestational age at birth in 15 Black American women in the Ross et al. (2013) phosphatidylcholine trial found that supplementation significantly decreased pre-term Black birth compared to placebo. Although the sample size is small, it is the largest group of Black American women studied in a choline clinical trial. These women, despite the stress from institutional racism that affects their lives, sought timely prenatal care, complied with all study requirements, and were less likely to be obese or abuse drugs than White women in the study. Nonetheless, their hair cortisol levels were higher and their plasma choline levels were lower than the White women’s. These differences were associated with adverse effects on the development of their children, as measured by poorer ability to pay attention and relate to caregivers after birth. The mothers themselves rated these problems in their children on the Infant Behavioral Questionnaire-R (SF).
Whether the children of these Black American women will be at increased future risk for schizophrenia is unknown, and results will be complicated by the historic high rate of diagnosis of schizophrenia in Black Americans (Minsky et al. 2003). It should be noted that offspring of women of other ethnic backgrounds in highly stressed urban environments, e.g. Surinamese, Turkish, and Moroccan immigrant women in Amsterdam, are reported to have increased risk for schizophrenia (Veling et al., 2008). Thus, stress is the likely pathogenic factor, with low gestational choline from chronic hypercortisolemia being one possible mechanism that is potentially remediable by nutrient supplementation.
An observational study from Canada reported mean maternal plasma choline concentration 7.07 ± 1.87 μM at 16 weeks gestation. The distribution was skewed, with a median 6.70μM. An assessment of self-reported dietary intake found most mothers below current recommended minimum daily intake, but correlation with diet reported accounted for only 4% of the variance in plasma concentration. The authors estimated 7μM as consistent with an adequate intake; 56% of women were below this level. Higher maternal blood plasma choline concentrations at 16 weeks gestation were associated with increased Cognition scores at 18 months of age on the Bayley Scales of Infant Development (Wu et al., 2012).
An earlier study of 404 women in Alabama, of whom 72% were Black and 70% below the poverty level, found mean 16-week serum choline concentrations that were higher than plasma concentrations reported in other studies, 9.34μM (Signore et al., 2008). Autotaxin released from platelets during clotting increases choline levels in serum after phlebotomy by liberating choline from phosphatidylcholine in the platelets, whereas chelation to prevent clotting in plasma samples inhibits autotaxin (Ohkawa et al., 2018). Therefore, the samples in this study may not accurately reflect maternal gestational choline levels. A positive, but non-significant effect, was found on the WPPSI-R Performance Scale for 16–18 week gestation serum choline concentrations.
The longest duration study, based on assessment of choline in the maternal diet in 895 women in Massachusetts, found a relationship of higher dietary intake to increased performance in the first and second trimester on the Wide Range Assessment of Memory and Learning, Design and Picture Memory subtests, in the 7-year-old offspring (Boeke et al., 2013). Dietary intake was similar to that observed in other U.S. and Canadian studies. Similar to the findings of the Colorado observational study, positive effects were observed for only the highest quartile of choline intake.
4. Discussion
Significant opportunities exist for meaningful research into the potential effects of folic acid, Vitamin D, and choline for enhancing fetal brain development and thereby lowering the risk for psychotic disorders and autism spectrum disorders. This review focused on these three nutrients because of the current research indicating their possible value. However, it is likely that deficiencies in other nutrients may be pathogenic and, conversely, that supplementation of other nutrients may have helpful effects.
For folic acid, studies that could be presumably accomplished with existing cohorts include the effect of maternal folic acid use, with or without multivitamins, on the risk for psychotic disorders. The only study of effects on schizophrenia used homocysteine as an indirect measure. The positive versus negative effects of higher doses at each trimester requires resolution. Future studies could investigate folic acid serum levels, rather than utilizing mothers’ self-report. If folic acid does not have adverse effects at higher levels, then doses as high as 4 mg, the dose used for pregnancies with known risk of neural tube defect, would be safe if maternal Vitamin B12 levels were also measured. If all mothers received a baseline dose of 400 μg, the current standard of care, the effect of higher doses could be ascertained in a randomized, placebo-controlled design. Measurements of maternal folic acid levels should also control for potential effects of genetic differences in MTHFR.
Maternal Vitamin D plasma levels could be routinely verified at mid-gestation and the fetal level in cord blood at birth. Unlike folic acid and choline, Vitamin D has been found to be effective postnatally at decreasing risk of later schizophrenia. Therefore, a trial of supplementation for the newborn whose mother had a low mid-gestational Vitamin D level or who had low cord blood Vitamin D level would seem warranted.
The randomized and observational studies of choline converge on several points: (1) choline or phosphatidylcholine supplements are needed by most women to reach optimal levels to effectively support fetal brain development, especially in pregnancies with stress, infection, and substance abuse; (2) supplements should be initiated as soon in the second trimester as possible or perhaps preconception to support fetal brain development, and (3) adverse effects of effective doses are minimal. Based on the currently available data, an optimal dosage beginning pre-conception or as soon as possible during gestation, is phosphatidylcholine 4200 mg per day (four 600mg capsules in the morning and three capsules at dinner). This form produces the highest plasma levels of choline and lowest levels of trimethylamine oxide. Alternatively, if they prefer, most women can safely take choline citrate in liquid form 1300 mg 0.5 teaspoon (400 mg choline) twice per day in 8 oz. of fluid.
The scientific evidence lacking is large-scale clinical trials, similar to those that support folic acid and Vitamin D as interventions. Paradoxically, the large-scale studies for folic acid and Vitamin D are retrospective studies of pregnancies with compliant and non-compliant mothers in populations that had already adopted these interventions as standard good prenatal care (Wilcox et al., 2007). Blood spots and serum usually collected in archival populations would be unsuitable for choline levels because of contamination from platelet phosphatidylcholine (Okhawa et al., 2018). Suitable plasma sampling would be needed. Until that time, smaller, single-site trials, some ongoing (Hoffman, 2017), will be needed to support the initial adoption of choline into prenatal care. The American Medical Association has endorsed choline supplements for all pregnancies, but it has not reached widespread acceptance as standard of care (American Medical Association, 2017).
Ongoing mechanistic studies for all three nutrients may help identify individuals likely to benefit. Folic acid’s mechanistic roles in DNA synthesis, one-carbon metabolism, and the homocysteine-methionine transition via methylene tetrahydrofolate reductase, whose gene is MTHFR, are well known. MTHFR polymorphisms in the mother or fetus predict who benefits most from folic acid supplementation. Choline’s activation of α7-nicotinic acetylcholine receptors encoded by CHRNA7 facilitates the transition of excitatory and inhibitory neurotransmission to their mature forms (Liu, Neff, and Berg, 2006; Lozada et al., 2012). These transitions are not complete in schizophrenia, as assessed in post mortem samples (Hyde et al., 2011; Kerwin, Patel, and Meldrim, 1990). Fetuses with CHRNA7 variants associated with schizophrenia benefit especially from phosphatidylcholine supplements (Ross et al., 2013, 2016). A broader consideration of choline’s molecular effects through CHRNA7 or other genes is needed. Vitamin D activates the Vitamin D Receptor, a nuclear zinc-finger protein, but how it affects brain development or can be used to identify vulnerable pregnancies is still under investigation (Cui et al., 2017).
A problem for all prospective micronutrient studies is to identify an outcome that can be measured early in childhood in a relatively circumscribed number of subjects, because a prospective randomized trial for psychotic disorders themselves would require thousands of subjects followed for decades. The Generation R study used the Child Behavior Checklist to identify effects of folic acid on attention, social withdrawal, and aggression. Ross et al. (2106) also used the Child Behavior Checklist to assess effects of phosphatidylcholine. These same problems are identified retrospectively in the childhood of individuals who developed schizophrenia as adults (Rossi et al., 2000). The Child Behavior Checklist is a widely-used instrument completed by the parents that might thus provide a suitable intermediate variable for early assessment of potential effects of micronutrient interventions (Achenbach and Rescorla, 2000).
In addition to opportunities for biomedical research, there is a pressing need for better dissemination of all three nutrients into prenatal care. The effectiveness of these nutrients for early childhood temperament and behavior as measured by instruments like the Child Behavior Checklist and for early childhood cognition is a more practical outcome than the prevention of psychosis because the time duration from gestation to outcome is more manageable, and effects can be ascertained with fewer children than the thousands likely needed to assess differences in the incidence of psychosis. This strategy receives support from a recent study that found the risk for psychosis from maternal inflammation in pregnancy is mediated by the adverse effect of the inflammation on academic performance (Ramsay et al., 2020). Positive outcomes in early childhood related to early school achievement are also more likely to be a compelling rationale for the recommendation of nutrients, including choline, to women than the prevention of psychosis, a rare, stigmatized illness whose risk is remote. Improvement in childhood development achieved now from prenatal micronutrients could then be analyzed for preventive effects for psychosis by the next generation of psychiatric researchers.
Acknowledgement:
The concepts in the article grew from discussions with the late Randal G. Ross.
Role of the Funding Source:
The funding sources did not participate in the analyses of the articles nor the drafting of the paper.
Funding:
This work was supported by the National Institute of Child Health and Human Development (K12HD001271-11), the National Center for Advancing Translational Sciences (UL1 TR001082), The Institute for Children’s Mental Health, The Anschutz Foundation, and a gift from Mr. and Mrs. Donald P. Cook.
Footnotes
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
Conflict of Interest: The authors report no conflict of interest.
References
- Achenbach TM, Rescorla L, 2000. Manual for the ASEBA preschool forms profiles : An integrated system of multi-informant assessment Burlington, VT: ASEBA. [Google Scholar]
- American Medical Association, 2017. Proceedings of the 2017 Annual Meeting House of Delegates https://www.ama-assn.org/house-delegates/annual-meeting/proceedings-2017-annual-meeting-house-delegates. Accessed January 7, 2018.
- Au KS, Ashley-Koch A, Northrup H, 2010. Epidemiologic and genetic aspects of spina bifida and other neural tube defects. Developmental Disabilities Res. Rev, 16(1), 6–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bahnfleth C, Canfield R, Nevins J, Caudill M, Strupp B, 2019. Prenatal choline supplementation improves child color-location memory task performance at 7 y of Age, FS05-01-19. Curr. Develop. Nutri https://academic.oup.com/cdn/article/3/Supplement_1/nzz052.FS05-01-19/5517937. [Google Scholar]
- Bailey RL, Pac SG, Fulgoni VL 3rd, Reidy KC, & Catalano PM, 2019. Estimation of total usual dietary intakes of pregnant women in the United States. JAMA Net. Open, 2(6), e195967. 10.1001/jamanetworkopen.2019.5967 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bao Y, Ibram G, Blaner WS, Quesenberry CP, Shen L, McKeague IW, Schaefer CA, Susser ES, Brown AS, 2012. Low maternal retinol as a risk factor for schizophrenia in adult offspring. Schizophr, Res 137(1–3),159–165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Birnbaum R, Jaffe AE, Hyde TM, Kleinman JE, Weinberger DR, 2014. Prenatal expression patterns of genes associated with neuropsychiatric disorders. Am. J. Psychiatry 171, 758–767. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boeke CE, Gillman MW, Hughes MD, Rifas-Shiman SL, Villamor E, Oken E, 2013. Choline intake during pregnancy and child cognition at age 7 years. Am. J. Epidemiol, 177, 1338–1347. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brown AS, Bottiglieri T, Schaefer CA, Quesenberry CP Jr, Liu L, Bresnahan M, & Susser ES, 2007. Elevated prenatal homocysteine levels as a risk factor for schizophrenia. Arch. Gen. Psychiatry 64(1), 31–39. [DOI] [PubMed] [Google Scholar]
- Brown AS, Derkits EJ, 2010. Prenatal infection and schizophrenia: a review of epidemiologic and translational studies. Am. J. Psychiatry 167(3), 261–280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brown AS, Meyer U, 2018. Maternal immune activation and neuropsychiatric illness: a translational research perspective. Am. J. Psychiatry 175, 1073–1083. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brunst K, Wright R, DiGioia K, Enlow M, Fernandez H, Wright R, Kannan S, 2014. Racial/ethnic and sociodemographic factors associated with micronutrient intakes and inadequacies among pregnant women in an urban US population. Public Health Nutrition 17(9), 1960–1970. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Catena A, Munoz-Machicao JA, Torres-Espinola FJ, Martinez-Zaldivar C, Diaz-Piedra C, Gil A, Haile G, Györei E, Molloy AM, Decsi T, Koletzko B, Campoy C, 2016. Folate and long-chain polyunsaturated fatty acid supplementation during pregnancy has long-term effects on the attention system of 8.5-y-old offspring: a randomized controlled trial. Am. J. Clin. Nutr 103(1), 115–127. [DOI] [PubMed] [Google Scholar]
- Caudill MA, Strupp BJ, Muscalu L, Nevins JEH, Canfield RL, 2018. Maternal choline supplementation during the third trimester of pregnancy improves infant information processing speed: A randomized, double-blind, controlled feeding study. FASEB J 32, 2172–2180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Centers for Disease Control, 1992. Recommendations for the use of folic acid to reduce the number of cases of spina bifida and other neural tube defects. MMWR 41, RR–14. [PubMed] [Google Scholar]
- Centers for Disease Control and Prevention, U.S, 2020. Coronavirus disease 2019, (COVID-19) and pregnancy https://www.cdc.gov/coronavirus/2019-ncov/specific-groups/pregnancy-faq.html, Accessed March 6, 2020.
- Cheatham CL, Goldman BD, Fischer LM, da Costa K-A, Reznick JS, Zeisel SH, 2012. Phosphatidylcholine supplementation in pregnant women consuming moderate-choline diets does not enhance infant cognitive function: a randomized, double-blind, placebo-controlled trial. Am. J. Clin. Nutrition 96, 1465–1472. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen C, Guo J, Wang C, Luo F, Yu X, Zhang W, Li J, Zhao D, Xu D, Gong Q, Liao J, Yang H, Hon W, Zhang Y, 2020. Clinical characteristics and intrauterine vertical transmission potential of COVID-19 infection in nine pregnant women: a retrospective review of medical records. Lancet, 395, 809–815. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cho CE, Aardema NDJ, Bunnell ML, Larson DP, Aguilar SS, Bergeson JR, Malysheva OV, Caudill MA, Lefevre M, 2020. Effect of choline forms and gut microbiota composition on trimethylamine-N-oxide response in healthy men. Nutrients, 12, 10.3390/nu12082220,10.3390/nu12082220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cui X, Gooch H, Petty A, McGrath JJ, & Eyles D, 2017. Vitamin D and the brain: Genomic and non-genomic actions. Mol. Cell. Endocrinol, 453, 131–143. [DOI] [PubMed] [Google Scholar]
- DeVilbiss EA, Gardner RM, Newschaffer CJ, Lee BK, 2015. Maternal folate status as a risk factor for autism spectrum disorders: a review of existing evidence. Brit. J. Nutrition 114(5), 663–672. [DOI] [PubMed] [Google Scholar]
- Egorova O, Myte R, Schneede J, Hägglöf B, Bölte S, Domellöf E, Ivars A’roch B, Elgh F, Ueland PM, Silfverdal SA, 2020. Maternal blood folate status during early pregnancy and occurrence of autism spectrum disorder in offspring: a study of 62 serum biomarkers. Mol. Autism 11, 7. 10.1186/s13229-020-0315-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ernst LM, Grobman WA, Wolfe K, Huang MH, McDade TW, Holl JL, Borders AE, 2013. Biological markers of stress in pregnancy: associations with chronic placental inflammation at delivery. Am J Perinatol, 30, 557–564. [DOI] [PubMed] [Google Scholar]
- European Food Safety Authority. Dietary reference values for Vitamin D; EFSA Panel on Dietetic Products, Nutrition and Allergies. 2017. EFSA J, doi: 10.2903/j.efsa.2016.4547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eyles DW, Trzaskowski M, Vinkhuyzen A, Mattheisen M, Meier S, Gooch H, Anggono V, Cui X, Tan MC, Burne T, Jang SE, Kvaskoff D, Hougaard DM, Nørgaard-Pedersen B, Cohen A, Agerbo E, Pedersen CB, Børglum AD, Mors O, Sah P, Wray NR, Mortensen PB., McGrath JJ, 2018. The association between neonatal vitamin D status and risk of schizophrenia. Scientific Reports, 8(1), 17692. 10.1038/s41598-018-35418-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- Food and Drug Administration, 2016. U.S. Nutrition Labeling Requirements http://s3.amazonaws.com/public-inspection.federalregister.gov/2016-11867.pdf, 903–904. Accessed March 1, 2020.
- Frazier CJ, Rollins YD, Breese CR, Leonard S, Freedman R, Dunwiddie TV, 1998. Acetylcholine activates an alphabungarotoxin-sensitive nicotinic current in rat hippocampal interneurons, but not pyramidal cells. J. Neurosci 18, 1187–1195. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Freedman R, Hunter SK, Law AJ, D’Alessandro A, Noonan K, Wyrwa A, & Camille Hoffman M, 2020. Maternal choline and respiratory coronavirus effects on fetal brain development. J. Psychiatr. Res 128, 1–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Freedman R, Hunter SK, Noonan K, Wyrwa A, Christians U, Law AJ, Hoffman MC, 2021. Maternal prenatal depression in pregnancies with female and male fetuses and developmental associations with C-reactive protein and cortisol. Biol. Psychiatry. Cognitive Neurosci. Neuroimag 6, 310–320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Freedman R, Hunter SK, Law AJ, Wagner BD, D’Alessandro A, Christians U, Noonan K, Wyrwa A, Hoffman MC, 2019. Higher gestational choline levels in maternal infection are protective for infant brain development. J. Pediatr, 208, 198–206e.2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Greenwood TA, Light GA, Swerdlow NR, Calkins ME, Green MF, Gur RE, Gur RC, Lazzeroni LC, Nuechterlein KH, Olincy A, Radant AD, Seidman LJ, Siever LJ, Silverman JM, Stone WS, Sugar CA, Tsuang DW, Tsuang MT, Turetsky BI, Freedman R, Braff DL, 2016. Gating deficit heritability and correlation with increased clinical severity in schizophrenia patients with positive family history. Am. J. Psychiatry, 173, 385–391. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Groth SW, Stewart PA, Ossip DJ, Block RC, Wixom N, Fernandez ID, 2017. Micronutrient intake is inadequate for a sample of pregnant African American women. J Acad. Nutr. Diet 20117(4), 589–598. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hamilton HK, Williams TJ, Ventura J, Jasperse LJ, Owens EM, Miller GA, Subotnik KL, Nuechterlein KH, Yee CM, 2018. Clinical and cognitive significance of auditory sensory processing deficits in schizophrenia 175, 275–283. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harper KN, Hibbeln JR, Deckelbaum R, Quesenberry CP Jr., Schaefer CA, Brown AS, 2011. Maternal serum docosahexaenoic acid and schizophrenia spectrum disorders in adult offspring. Schizophr. Res 128(1–3), 30–36. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hauta-Alus HH, Kajantie E, Holmlund-Suila EM, Rosendahl J, Valkama SM, Enlund-Cerullo M, Helve OM, Hytinantti TK, Viljakainen H, Andersson S, & Mäkitie O, 2019. High pregnancy, cord blood, and infant Vitamin D concentrations may predict slower infant growth. J. Clin. Endocrino.l Metab 104(2), 397–407. [DOI] [PubMed] [Google Scholar]
- Hoffman MC, Hunter SK, D’Alessandro A, Noonan K, Wyrwa A, Freedman R, 2019. Interaction of maternal choline levels and prenatal Marijuana’s effects on the offspring Psychol. Med 50, 1716–1726. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hoffman MC, 2017. Choline Supplementation During Pregnancy: Impact on Attention and Social Withdrawal Clinical Trials.gov. NCT03028857. https://clinicaltrials.gov/ct2/show/NCT03028857. Accessed Dec. 28, 2020
- Hunter SK, Hoffman MC, D’Alessandro A, Noonan K, Wyrwa A, Freedman R, Law AJ, 2019. Male fetus susceptibility to maternal inflammation: C-reactive protein and brain development. Psychol. Med 10.1017/S0033291719003313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hunter SK, Hoffman MC, D’Alessandro A, Wyrwa A, Noonan K, Zeisel SH. Law AJ Freedman R, 2021. Prenatal choline, cannabis, and infection, and their association with offspring development of attention and social problems through 4 years of age. Psychol. Med 10.1017/S0033291720005061. Epub ahead of print. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hunter SK, Hoffman MC, McCarthy L, D’Alessandro A, Wyrwa A, Noonan K, Christians U, Nakimuli-Mpungu E, Zeisel SH, Law AJ, Freedman R, 2020. Black American maternal prenatal choline, offspring gestational age at birth, and developmental predisposition to mental illness. Schizophr. Bull doi: 10.1093/schbul/sbaa171,10.1093/schbul/sbaa171. Epub ahead of print. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hunter SK, Kisley MA, McCarthy L, Freedman R, Ross RG, 2011. Diminished cerebral inhibition in neonates associated with risk factors for schizophrenia: Parental psychosis, maternal depression, and nicotine use. Schizophr. Bull 37, 1200–1208. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hyde TM, Lipska BK, Ali T, Mathew SV, Law AJ, Metitiri OE, Straub RE, Ye T, Colantuoni C, Herman MM, Bigelow LB, Weinberger DR, Kleinman JE, 2011. Expression of GABA signaling molecules KCC2, NKCC1, and GAD1 in cortical development and schizophrenia. J. Neurosci 31, 11088–11095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Institute of Medicine, 1998. Standing Committee on the Scientific Evaluation of Dietary Reference Intakes and its Panel on Folate, Other B Vitamins, and Choline: Dietary Reference Intakes for Thiamin, Riboflavin, Niacin, Vitamin B6, Folate, Vitamin B12, Pantothenic Acid, Biotin, and Choline Washington, DC: National Academies Press. [PubMed] [Google Scholar]
- Institute of Medicine, 2010. Food and Nutrition Board: Dietary Reference Intakes for Calcium and Vitamin D Washington, DC: National Academy Press. [Google Scholar]
- Jacobson SW, Carter RC, Molteno CD, Stanton ME, Herbert JS, Lindinger NM, Lewis CE, Dodge NC, Hoyme HE, Zeisel SH, Meintjes EM, Duggan CP, Jacobson JL, 2018. Efficacy of maternal choline supplementation during pregnancy in mitigating adverse effects of prenatal alcohol exposure on growth and cognitive function: A randomized, double-blind, placebo-controlled clinical trial. Alcoholism: Clin. Exp. Res 42, 1327–1341. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Javitt DC, Freedman R, 2015. Sensory processing dysfunction in the personal experience and neuronal machinery of schizophrenia. Am. J. Psychiatry 172, 17–31. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jensen HH, Batres-Marquez SP, Carriquiry A, Schalinske KL, 2007. Choline in the diets of the US population: NHANES, 2003–2004. Federation of American Societies for Experimental Biology, 21, LB46–LB46. 10.1096/fasebj.21.6.LB46-c [DOI] [Google Scholar]
- Kerwin R, Patel S, Meldrim N, 1990. Quantitative autoradiographic analysis of glutamate binding sites in the hippocampal formation in normal and schizophrenic brain. Neurosci 39, 25–32. [DOI] [PubMed] [Google Scholar]
- Levine SZ, Kodesh A, Viktorin A, Smith L, Uher R, Reichenberg A, Sandin S, 2018. Association of maternal use of folic acid and multivitamin supplements in the periods before and during pregnancy with the risk of autism spectrum disorder in offspring. JAMA Psychiatry, 75(2), 176–184. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li Y, Freedman R 2020. Prospects for improving future mental health of children through prenatal maternal micronutrient supplementation in China. Pediatr. Invest 4(2), 118–126. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu M, Chen J, Liu J, Zhang S, Wang Q, Shen H, Zhang Y, 2017. Socioeconomic inequality in periconceptional folic acid supplementation in China: a census of 0.9 million women in their first trimester of pregnancy. BMC Pregnancy Childbirth 17, 422–429. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu Z, Neff RA, Berg DK, 2006. Sequential interplay of nicotinic and GABAergic signaling guides neuronal development. Science 314, 1610–1613. [DOI] [PubMed] [Google Scholar]
- Lozada AF, Wang X, Gounko NV, Massey KA, Duan J, Liu Z, Berg DK, 2012. Glutamatergic synapse formation is promoted by α7-containing nicotinic acetylcholine receptors. J. Neurosci 32, 7651–7661. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McGrath JJ, Eyles DW, Pedersen CB, Anderson C, Ko P, Burne TH, Norgaard-Pedersen B, Hougaard DM, Mortensen PB, 2010. Neonatal vitamin D status and risk of schizophrenia: a population-based case-control study. Arch. Gen. Psychiatry 67(9), 889–894. [DOI] [PubMed] [Google Scholar]
- McGrath J, Eyles D, Mowry B, Yolken R, Buka S, 2003. Low maternal vitamin D as a risk factor for schizophrenia: a pilot study using banked sera. Schizophr. Res 63(1–2), 73–78. [DOI] [PubMed] [Google Scholar]
- McGrath J, Saari K, Hakko H, Jokelainen J, Jones P, Järvelin M-R, Chant D, Isohanni M, 2004. Vitamin D supplementation during the first year of life and risk of schizophrenia: a Finnish birth cohort study. Schizophr. Res, 67(2–3), 237–245. [DOI] [PubMed] [Google Scholar]
- McNulty H, Rollins M, Cassidy T, Caffrey A, Marshall B, Dornan J, McLaughlin M, McNulty BA, Ward M, Strain JJ, Molloy AM, Lees-Murdock DJ, Walsh CP, Pentieva K, 2019. Effect of continued folic acid supplementation beyond the first trimester of pregnancy on cognitive performance in the child: a follow-up study from a randomized controlled trial, FASSTT Offspring Trial. BMC Medicine, 17, 196. 10.1186/s12916-019-1432-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miliku K, Felix JF, Voortman T, Tiemeier H, Eyles DW, Burne TH, McGrath JJ, Jaddoe V, 2019. Associations of maternal and fetal vitamin D status with childhood body composition and cardiovascular risk factors. Matern. Child Nutri, 15(2), e12672. 10.1111/mcn.12672 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Minsky S, Vega W, Miskimen T, Gara M, Escobar J, 2003. Diagnostic patterns in Latino, African American, and European American psychiatric patients. Arch. Gen. Psychiatry 60, 637–644. [DOI] [PubMed] [Google Scholar]
- Mitchell BL, Zhu G, Medland SE, Renteria ME, Eyles DW, Grasby KL, McGrath JJ, Martin NG, 2019. Half the genetic variance in Vitamin D concentration is shared with skin colour and sun exposure genes. Behav. Genet, 49(4,:386–398. [DOI] [PubMed] [Google Scholar]
- Ohkawa R, Kurano M, Sakai N, Kishimoto T, Nojiri T, Igarashi K, Hosogaya S, Ozaki Y, Dohi T, Miyauchi K, Daida H, Aoki J, Okubo S, Ikeda H, Tozuka M, Yatomi Y, 2018. Measurement of plasma choline in acute coronary syndrome: importance of suitable sampling conditions for this assay. Sci. Rep, 8(1), 4725. 10.1038/s41598-018-23009-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raghavan R, Riley AW, Volk H, Caruso D, Hironaka L, Sices L, Hong X, Wang G, Ji Y, Brucato M, Wahl A, Stivers T, Pearson C, Zuckerman B, Stuart EA, Landa R, Fallin MD, & Wang X, 2018. Maternal multivitamin intake, plasma folate and Vitamin B12 levels and Autism Spectrum Disorder risk in offspring. Paediatr. Perinat. Epidemiol, 32(1), 100–111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ramsay H, Surcel H-NM, Björnholm L, Kerkelä M, Khandaker GM, Veijola J, 2020. Associations between maternal prenatal C-reactive Protein and risk factors for psychosis in adolescent offspring: findings from the Northern Finland Birth Cohort 1986. Schizophr. Bull, doi: 10.1093/schbul/sbaa152 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ross RG, Hunter SK, Hoffman MC, McCarthy L, Chambers BM, Law AJ, Leonard S, Zerbo GO, Freedman R, 2016. Perinatal phosphatidylcholine supplementation and early childhood behavior problems: Evidence for CHRNA7 moderation. Am. J. Psychiatry, 173, 509–516. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ross RG, Hunter SK, McCarthy L, Beuler J, Hutchison AK, Wagner BD, Leonard S, Stevens KE, Freedman R, 2013. Perinatal choline effects on neonatal pathophysiology related to later schizophrenia risk. Am. J. Psychiatry, 170, 290–298. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rossi A, Pollice R, Daneluzzo E, Marinangeli MG, Stratt P, 2000. Behavioral neurodevelopmental abnormalities and schizophrenic disorder: a retrospective evaluation with the Child Behavior Checklist, CBCL. Schizophr. Res, 44,121–128. [DOI] [PubMed] [Google Scholar]
- Roza SJ, van Batenburg-Eddes T, Steegers EA, Jaddoe VW, Mackenbach JP, Hofman A, Verhulst FC, & Tiemeier H, 2010. Maternal folic acid supplement use in early pregnancy and child behavioural problems: The Generation R Study. Brit. J. Nutrit, 103(3), 445–452. [DOI] [PubMed] [Google Scholar]
- Schmidt RJ, Tancredi DJ, Ozonoff S, Hansen RL, Hartiala J, Allayee H, Schmidt LC, Tassone F, & Hertz-Picciotto I, 2012. Maternal periconceptional folic acid intake and risk of autism spectrum disorders and developmental delay in the CHARGE, CHildhood Autism Risks from Genetics and Environment) case-control study. Am. J. Clin. Nutrit, 96(1), 80–89. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Signore C, Ueland M, Troendle J, Mills JL, Ueland PM, Troendle J, Mills JL, 2008. Choline concentrations in human maternal and cord blood and intelligence at 5 y of age. Am. J. Clin. Nutrit, 87, 896–902. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sharman Moser S, Davidovitch M, Rotem RS, Chodick G, Shalev V, & Koren G, 2019. High dose folic acid during pregnancy and the risk of autism; The birth order bias: A nested case-control study. Reprod. Toxicol, 89, 173–177. [DOI] [PubMed] [Google Scholar]
- Surén P, Roth C, Bresnahan M, Haugen M, Hornig M, Hirtz D, Lie KK, Lipkin WI, Magnus P, Reichborn-Kjennerud T, Schjølberg S, Davey Smith G, Øyen AS, Susser E, & Stoltenberg C, 2013. Association between maternal use of folic acid supplements and risk of autism spectrum disorders in children. JAMA, 309(6), 570–577. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Susser ES, Lin SP, 1992. Schizophrenia after prenatal exposure to the Dutch Hunger Winter of 1944–1945. Arch. Gen. Psychiatry, 49(12), 983–988. [DOI] [PubMed] [Google Scholar]
- Valera-Gran D, Navarrete-Muñoz EM, Garcia de la Hera M, Fernández-Somoano A, Tardón A, Ibarluzea J, Balluerka N, Murcia M, González-Safont L, Romaguera D, Julvez J, Vioque J, 2017. Effect of maternal high dosages of folic acid supplements on neurocognitive development in children at 4–5 y of age: the prospective birth cohort Infancia y Medio Ambiente, INMA study. Am. J. Clin. Nutrit,106(3), 878–887. [DOI] [PubMed] [Google Scholar]
- Vasistha MN, Pardo-Navarro M, Gasthaus J, Weijers D, Müller MK, García-González D, Malwade S, Korshunova I, Pfisterer U, von Englehardt J, Hougaard KS, Khodosevich K, 2019. Maternal inflammation has a profound effect on cortical interneuron development in a stage and subtype-specific manner. Molec. Psychiatry, 25, 2313–2329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Veling W, Susser E, van Os J, Mackenbach JP, Selten JP, Hoek HW, 2008. Ethnic density of neighborhoods and incidence of psychotic disorders among immigrants. Am. J. Psychiatry 165, 66–73. [DOI] [PubMed] [Google Scholar]
- Vinkhuyzen A, Eyles DW, Burne T, Blanken L, Kruithof CJ, Verhulst F, White T, Jaddoe VW, Tiemeier H, McGrath JJ, 2017. Gestational vitamin D deficiency and autism spectrum disorder. BJPsych. open, 3(2), 85–90. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vinkhuyzen A, Eyles DW, Burne T, Blanken L, Kruithof CJ, Verhulst F, Jaddoe VW, Tiemeier H, McGrath JJ, 2018. Gestational vitamin D deficiency and autism-related traits: the Generation R Study. Molec. Psychiatry, 23(2), 240–246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Viswanathan M, Treiman KA, Kish-Doto J, Middleton JC, Coker-Schwimmer EJ, Nicholson WK, 2017. Folic acid supplementation for the prevention of neural tube defects: an updated evidence report and systematic review for the US Preventive Services Task Force. JAMA, 317(2), 190–203. [DOI] [PubMed] [Google Scholar]
- Wald N, Sneddon J, Densem J, Frost C, Stone AR, 1991. Prevention of neural tube defects: results of the Medical Research Council Vitamin Study. MRC Vitamin Study Research Group. Lancet, 338(8760), 131–137. [PubMed] [Google Scholar]
- Wilcox AJ, Lie RT, Solvoll K, Taylor J, McConnaughey DR, Abyholm F, Vindenes H, Vollset SE, Drevon CA, 2007. Folic acid supplements and risk of facial clefts: national population based case-control study. BMJ (Clin.Res.ed.), 334, 464. 10.1136/bmj.39079.618287.0B [DOI] [PMC free article] [PubMed] [Google Scholar]
- Windham GC, Pearl M, Anderson MC, Poon V, Eyles D, Jones KL, Lyall K, Kharrazi M, Croen LA, 2019. Newborn vitamin D levels in relation to autism spectrum disorders and intellectual disability: A case-control study in California. Autism Res 12(6), 989–998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu BTF, Dyer RA, King DJJ, Richardson KJ, Innis SM, 2012. Early second trimester maternal plasma choline and betaine are related to measures of early cognitive development in term infants. PLoS ONE, 7, e43448. 10.1371/journal.pone.0043448 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu L, Guo Y, Ke HJ, He YS, Che D, Wu JL, 2019. Vitamin D status in pregnant women in Southern China and risk of preterm birth: a large-scale retrospective cohort study. Med Sci Monitor, 25,7755–7762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zeisel SH, 2006. Choline: critical role during fetal development and dietary requirements in adults. Annu. Rev.Nutrit., 2006;26:229–250. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu J, He X-L, Liu YH, Kohlmeier M, Wang B, 2020. Dietary choline intake during pregnancy and PEMT rs7946 polymorphism on risk of preterm birth: a case-control study. Curr. Develop. Nutrit, 4, Suppl. 2, 1114. 10.1093/cdn/nzaa054_186 [DOI] [PubMed] [Google Scholar]
