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Record W4405618394 · doi:10.1158/1055-9965.epi-24-1154

Plasma <i>n</i> -3 Polyunsaturated Fatty Acid Levels and Colorectal Cancer Risk in the UK Biobank: Evidence of Nonlinearity, as Well as Tumor Site- and Sex-Specificity

2024· article· en· W4405618394 on OpenAlexaff
Joanna Aldoori, Michael A. Zulyniak, Giles J. Toogood, Mark A. Hull

Bibliographic record

VenueCancer Epidemiology Biomarkers & Prevention · 2024
Typearticle
Languageen
FieldNursing
TopicFatty Acid Research and Health
Canadian institutionsUniversity of British Columbia
FundersRoyal College of Surgeons of EnglandNational Institute for Health and Care Research
KeywordsPolyunsaturated fatty acidBiobankColorectal cancerMedicineBiomarkerInternal medicineOncologyPhysiologyCancerEndocrinologyFatty acidBioinformaticsBiologyBiochemistry

Abstract

fetched live from OpenAlex

BACKGROUND: The relationship between omega-3 polyunsaturated fatty acid (n-3 PUFA) intake and colorectal cancer risk is unclear. Blood n-3 PUFA concentration is a biomarker of dietary n-3 PUFA intake. We examined the relationship between plasma n-3 PUFA concentrations and colorectal cancer risk in UK Biobank (UKBB) participants. METHODS: We analyzed the relationship between tertiles (T) of plasma total n-3 PUFAs and n-3 PUFA docosahexaenoic acid (DHA) levels, and overall colorectal cancer (also stratified by tumor location and sex) risk. Cox proportional hazards regression models were adjusted for clinical covariates. Nonlinearity was tested by restricted cubic splines. RESULTS: There were 2,602 incident colorectal cancer cases in 234,598 UKBB participants with baseline plasma fatty acid data (mean follow-up 13.4 years). There was an inverse association between the plasma total n-3 PUFA level [T2 HR = 0.88 (95% confidence interval, 0.80-0.97) compared with the T1 reference; T3 = 0.91 (0.83-1.00)], as well as the plasma DHA concentration [T2 = 0.89 (0.80-0.98); T3 = 0.91 (0.82-1.00)], and colorectal cancer risk. The relationship was nonlinear [P for nonlinearity = 0.14 (total n-3 PUFAs) and 0.008 (DHA)], with a plateau effect at the highest n-3 PUFA concentrations. The relationship was more pronounced for proximal colon cancer [T2 = 0.82 (0.69-0.97); T3 = 0.76 (0.64-0.90) for DHA] and was evident for males [T2 = 0.84 (0.74-0.95); T3 = 0.89 (0.78-1.00)], but not for females. CONCLUSIONS: Higher plasma n-3 PUFAs are associated with reduced colorectal cancer risk in the UKBB. IMPACT: Nonlinearity, as well as tumor site and sex specificities, of the inverse relationship between plasma n-3 PUFA levels and colorectal cancer risk, if confirmed in other diverse populations, has significant implications for nutritional prevention guidelines.

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)0.014
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.084

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.037
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.004
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.067
GPT teacher head0.400
Teacher spread0.333 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations5
Published2024
Admission routes1
Has abstractyes

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