Evidence mapPaperPMID 41769645Full record

ArticleFrontiers in nutrition2026

Beyond daily totals: meal-level digestible indispensable amino acid score reveals how food groups shape protein quality in vegan diets.

Bi Xue Patricia Soh, Matthieu Vignes, Nick W Smith, Pamela R von Hurst, Warren C McNabb

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Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Bi Xue Patricia SohSustainable Nutrition Initiative, Riddet Institute, Massey University, Palmerston North, PMN, New Zealand.
Matthieu VignesSustainable Nutrition Initiative, Riddet Institute, Massey University, Palmerston North, PMN, New Zealand.
Nick W SmithSustainable Nutrition Initiative, Riddet Institute, Massey University, Palmerston North, PMN, New Zealand.
Pamela R von HurstSchool of Sport, Exercise and Nutrition, College of Health, Massey University, Auckland, AUC, New Zealand.
Warren C McNabbSustainable Nutrition Initiative, Riddet Institute, Massey University, Palmerston North, PMN, New Zealand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Vegan diets rely solely on plant-based proteins, which often supply fewer digestible indispensable amino acids (IAAs) than omnivorous diets. Low protein quality can leave IAAs undersupplied even if the protein intake meets the recommended intakes. Mixtures of plant-based foods in meals can complement limiting IAAs and improve the synchronized delivery of all IAAs for optimal metabolic function. Assessing how food group compositions differ among meals of varied protein quality is essential to determine the ideal proportions of plant-based foods to improve the Digestible Indispensable Amino Acid Score (DIAAS) of vegan meals. Methods: The DIAAS was calculated for each meal found in the 4-day food diaries of 193 New Zealand vegans. Principal component analysis and k-means clustering were applied to identify food groups associated with meals of varying DIAAS, and meal level clusters were compared to participants' daily protein intake. Results: Eight distinct meal clusters emerged. Lower-DIAAS meals were characterized by higher quantities of fruit, grain foods, potatoes, and sugary condiments with significantly lower ( Discussion: Deliberate meal-level complementation of plant-based foods is necessary to ensure protein quality in vegan dietary patterns.

Indexed as

amino acidscluster analysisprotein intakeprotein qualityvegan dietsvegan meals

Identifiers

PMID41769645
PMCPMC12935615

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.