Evidence map›Paper›PMID 41976501›Full record

ArticleFoods (Basel, Switzerland)2026

Image-Based Morphometric Analysis of Human Milk Fat Globules Versus Laser Diffraction.

Diana Escuder-Vieco, Kristin Keller, Noelia Ureta-Velasco, Clara Alonso-Díaz, María López Cerdán, Carmen Rosa Pallás-Alonso, Nadia Raquel García-Lara

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Diana Escuder-ViecoAladina-MGU Regional Human Milk Bank, 12 de Octubre University Hospital, imas12, 28041 Madrid, Spain.
Kristin KellerAladina-MGU Regional Human Milk Bank, 12 de Octubre University Hospital, imas12, 28041 Madrid, Spain.ORCID 0000-0001-9192-6797
Noelia Ureta-VelascoDepartment of Neonatology, 12 de Octubre University Hospital, 28041 Madrid, Spain.ORCID 0000-0001-8780-1836
Clara Alonso-DíazSpanish Network in Maternal, Neonatal, Child and Developmental Health Research (RICORS-SAMID, RD24/0013/0008), Instituto de Salud Carlos III, 28029 Madrid, Spain.
María López CerdánDepartment of Neonatology, 12 de Octubre University Hospital, 28041 Madrid, Spain.
Carmen Rosa Pallás-AlonsoSpanish Network in Maternal, Neonatal, Child and Developmental Health Research (RICORS-SAMID, RD24/0013/0008), Instituto de Salud Carlos III, 28029 Madrid, Spain.ORCID 0000-0001-9710-8162
Nadia Raquel García-LaraAladina-MGU Regional Human Milk Bank, 12 de Octubre University Hospital, imas12, 28041 Madrid, Spain.ORCID 0000-0002-0541-3870

Funding

Instituto de Salud Carlos III PI21/00439
6 · The paper itself

Abstract

Human milk fat globules (MFGs)' size characterization is key for evaluating milk quality and processing effects. Laser diffraction (LD) is widely used for particle size analysis but provides limited morphological information. This study applied image-based morphometric analysis (IBMA) to characterize MFGs' size and shape distributions in human milk and compared the results with LD measurements. Milk samples from 12 women delivering term and preterm infants were analyzed. LD was performed using a Mastersizer 3000 (Malvern Panalytical, Malvern, UK) and IBMA using a Morphologi 4 (Malvern Panalytical, Malvern, UK), acquiring 2D images at 20× magnification covering particle sizes from ~1.5 to 130 µm. IBMA classified MFGs as individual particles (IP) (HS circularity ≥ 0.920; circle equivalent diameter < 25 µm) or agglomerates (HS circularity < 0.920; solidity < 0.970), extracting descriptors including circularity, elongation, and solidity. IP predominated, while agglomerates represented ~15% of particles. Number-mean diameters (D[1,0]) were 4.91 µm (total), 4.36 µm (IP), and 8.00 µm (agglomerates). Volume-weighted particle diameters (D[4,3]) were 7.21 µm for IP and 14.02 µm for agglomerates. The highest level of agreement between methods was observed for IP D[4,3], although minor differences may be clinically relevant. IBMA and LD provide complementary information; however, IBMA uniquely enables the characterization of MFG structural organization, including the identification of agglomerates, which cannot be resolved by LD. This added level of structural detail may have important implications for understanding the digestibility of human milk, particularly in preterm populations.

Indexed as

agglomeratesBland–Altman analysisbreast milklaser diffraction analysisLin’s concordance correlation coefficientmethod comparisonmilk fat globulesmorphometric analysis

Identifiers

PMID41976501
PMCPMC13073344

What Socratic holds

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LicenceCC BY
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Registered trials

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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.