A Genome-Wide Association Study of Circulating Serum Choline, Betaine, Dimethylglycine, and Their Ratios

<i>Background/Objectives:</i> Genetic variation has been thought to alter the human dietary requirement for choline and subsequent circulating levels of its metabolites betaine and dimethylglycine (DMG). The aim of this genome-wide association study (GWAS) was to identify single nucleotide polymorphisms (SNPs) associated with serum choline, betaine, and dimethylglycine (DMG) as well as choline-to-betaine and betaine-to-DMG ratios. <i>Methods:</i> Data from the Collaborative Study of Genes, Nutrients and Metabolites (CSGNM; <i>n</i> = 2402) were used to model individual associations of choline, betaine, and DMG circulating metabolites and their ratios with 680,975 SNPs, using linear regression. Models were unadjusted (model 1), adjusted for age and sex (model 2), and further adjusted for selected principal components (model 3) and B<sub>12</sub>, B<sub>9</sub>, B<sub>6</sub>, and holotranscobalamin (model 4). Statistical significance was set at <i>p</i> < 5.0 × 10<sup>-5</sup>. Affected SNPs in the dbSNP (database of Single Nucleotide Polymorphisms) were then identified. <i>Results:</i> GWAS revealed both intuitive and novel results, including the recently described SLC25A48, several intronic variants in the gene encoding LYPLAL1, and a pair of SNPs present in the intronic region of PID1 related to serum choline. SNPs related to betaine and DMG included SLCA12, BHMT, DMGDH, and additional SLC family transporters that require further validation. While exploratory, GWAS of the choline-to-betaine and betaine-to-DMG ratios revealed common targets with direct links to choline and one-carbon metabolism. <i>Conclusions:</i> These results suggest that metabolic handling of choline has genetic determinants not formerly recognized in the scientific literature. Replication is needed in larger cohorts due to low statistical power.

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Journal
Nutrients
Published
2025-08-14
DOI
https://doi.org/10.3390/nu17162630
Citations
1
Primary Topic
Adipose Tissue and Metabolism
Type
article
Field-Weighted Citation Impact
1.16

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article

A Genome-Wide Association Study of Circulating Serum Choline, Betaine, Dimethylglycine, and Their Ratios

Jiantao Ma, Kevin C. Klatt, Mei Chung, Taylor C. Wallace et al.
1 citations
Nutrients
Adipose Tissue and Metabolism
1.16
article

A Genome-Wide Association Study of Circulating Serum Choline, Betaine, Dimethylglycine, and Their Ratios

Jiantao Ma, Kevin C. Klatt, Mei Chung, Taylor C. Wallace, Lauren E. Louck
article en
1 citations

Abstract

<i>Background/Objectives:</i> Genetic variation has been thought to alter the human dietary requirement for choline and subsequent circulating levels of its metabolites betaine and dimethylglycine (DMG). The aim of this genome-wide association study (GWAS) was to identify single nucleotide polymorphisms (SNPs) associated with serum choline, betaine, and dimethylglycine (DMG) as well as choline-to-betaine and betaine-to-DMG ratios. <i>Methods:</i> Data from the Collaborative Study of Genes, Nutrients and Metabolites (CSGNM; <i>n</i> = 2402) were used to model individual associations of choline, betaine, and DMG circulating metabolites and their ratios with 680,975 SNPs, using linear regression. Models were unadjusted (model 1), adjusted for age and sex (model 2), and further adjusted for selected principal components (model 3) and B<sub>12</sub>, B<sub>9</sub>, B<sub>6</sub>, and holotranscobalamin (model 4). Statistical significance was set at <i>p</i> < 5.0 × 10<sup>-5</sup>. Affected SNPs in the dbSNP (database of Single Nucleotide Polymorphisms) were then identified. <i>Results:</i> GWAS revealed both intuitive and novel results, including the recently described SLC25A48, several intronic variants in the gene encoding LYPLAL1, and a pair of SNPs present in the intronic region of PID1 related to serum choline. SNPs related to betaine and DMG included SLCA12, BHMT, DMGDH, and additional SLC family transporters that require further validation. While exploratory, GWAS of the choline-to-betaine and betaine-to-DMG ratios revealed common targets with direct links to choline and one-carbon metabolism. <i>Conclusions:</i> These results suggest that metabolic handling of choline has genetic determinants not formerly recognized in the scientific literature. Replication is needed in larger cohorts due to low statistical power.

NutrientsVol. 17(16)
Tufts University (US), George Washington University (US), University of California, Berkeley (US)
Egg Nutrition Center, National Institutes of Health, National Heart, Lung, and Blood Institute, National Institute of Mental Health, National Institute on Drug Abuse, National Human Genome Research Institute, NIH Office of the Director, National Institute of Neurological Disorders and Stroke, Common Fund
Openalex Percentile: Top 19%
Adipose Tissue and Metabolism
1.16
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