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Record W4408845703 · doi:10.1139/apnm-2024-0498

Acute effects of a reformulated plant-based meat alternative compared to beef within a high-fat meal on inflammatory and metabolic factors: a randomized crossover trial

2025· article· en· W4408845703 on OpenAlexvenueno aff
Sarah E Fruit, Natalie G. Keirns, Morgan E Higgins, Alexis R Quirk, Jenna K Schifferer, Olivia R Romanovich, Amy C Yakos, Karrie Osborne, Scott Trappe, Bryant H. Keirns

Bibliographic record

VenueApplied Physiology Nutrition and Metabolism · 2025
Typearticle
Languageen
FieldMedicine
TopicConsumer Attitudes and Food Labeling
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineOverweightCrossover studyMealObesityBody mass indexRandomized controlled trialInternal medicineRed meatEndocrinologyFood scienceAnimal sciencePlaceboChemistryBiology

Abstract

fetched live from OpenAlex

Plant-based meat alternative (PBMA) consumption has increased amid significant reformulation efforts. Although reformulated PBMAs have characteristics that could provide cardiometabolic benefits over animal proteins (e.g., higher fiber, certain phytochemicals/micronutrients), their acute health effects remain unclear. Moreover, whether baseline adiposity (i.e., normal weight or overweight/obesity) affects the response to PBMA intake is unknown. We conducted a randomized crossover study where healthy participants (N = 30) with a normal body mass index (BMI; 18.5–24.9 kg/m2; n = 15) or overweight/obese BMI (>25.0 kg/m2; n = 15) consumed two high-fat meals on separate occasions containing a reformulated PBMA (Beyond Meat Cookout ClassicTM) or similar beef product (80% lean ground beef). Meals were matched for energy (950 kcal) and macronutrient matched (71 g fat/31–35 g carbohydrate/41–42 g protein). At each trial, an intravenous catheter was inserted and biomarkers of inflammation (i.e., interleukin (IL)-6, tumor necrosis factor (TNF)-α), intestinal permeability (i.e., lipopolysaccharide binding protein (LBP), soluble CD14 (sCD14), LBP:sCD14 ratio), and metabolic factors (triglycerides, HDL-C, glucose) were measured at baseline and hourly for 4 hours post-meal. Paired t tests and two-way mixed model ANOVAs were used to examine within-meal-condition changes and differences in incremental area under the curve (iAUC) across meal and BMI conditions, respectively. Regardless of protein source, high-fat meals increased IL-6, TNF-α, LBP, sCD14, LBP:sCD14, and triglycerides and decreased HDL-C ( p ≤ 0.01). In BMI subgroup analyses, an interaction effect for IL-6 iAUC was observed ( pMealxBMI < 0.05), but post hoc analyses were not significant ( p ≥ 0.07). Overall, inclusion of a reformulated PBMA within a high-fat meal resulted in a similar cardiometabolic response to a nearly identical meal containing animal protein (ClinicalTrials.gov:NCT06445296).

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)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0050.002
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0080.001

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 head0.011
GPT teacher head0.270
Teacher spread0.259 · 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 designRandomized trial
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

Citations2
Published2025
Admission routes1
Has abstractyes

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