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Record W4416937007 · doi:10.17615/1ext-vp77

Future Directions in Choline: From Neurodevelopment to Cardiometabolic Health

2025· article· W4416937007 on OpenAlexfundno aff
Jessica Sprinkles, Evan M. Paules, Hannah G. Petry, Isis Trujillo‐Gonzalez

Bibliographic record

VenueUNC Libraries · 2025
Typearticle
Language
FieldMedicine
TopicFolate and B Vitamins Research
Canadian institutionsnot available
FundersNational Institute of Diabetes and Digestive and Kidney DiseasesUniversity of North Carolina at Chapel HillNational Institutes of HealthUniversity of TorontoBalchemNorth Carolina State UniversityUniversität des SaarlandesSanofi
KeywordsCholinePsychosocialCognitionIntervention (counseling)Disease

Abstract

fetched live from OpenAlex

Although choline was established as an essential nutrient over three decades ago, critical questions remain about how choline regulates brain, liver, and cardiometabolic health across the lifespan. This Perspective summarizes emerging insights presented at the Future Directions in Choline Symposium: A Tribute to Steven H. Zeisel, which outlined three converging areas of research: (i) choline-dependent mechanisms in neurodevelopment and cognition, (ii) the link between choline metabolism and obesity, and (iii) the role of trimethylamine N-oxide (TMAO) in cardiovascular disease. Evidence from clinical and preclinical studies confirms that maternal choline intake is critical for neurogenesis, cognition, and visual system development, and that higher choline availability buffers the fetal brain against environmental and psychosocial stressors. Choline supplementation improves cognitive outcomes in fetal alcohol spectrum disorder and mitigates neurodegenerative pathology in Alzheimer’s models. In cardiometabolic health, recent data challenge the interpretation of TMAO as a causal toxin, positioning it instead as a marker of renal function. Moving forward, the field must develop validated biomarkers of choline adequacy in free-living populations, harmonize intervention protocols, and define context-specific requirements across obesity, pregnancy, and glucagon-like peptide-1 (GLP-1)-based therapy use. These efforts will refine dietary recommendations and solidify choline’s role in lifelong brain and metabolic health.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.011
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0010.005
Scholarly communication0.0040.007
Open science0.0010.004
Research integrity0.0060.009
Insufficient payload (model declined to judge)0.0110.003

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.308
Teacher spread0.289 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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