Evidence map›Paper›PMID 42450369›Full record

ArticleFoods (Basel, Switzerland)2026

The Influence of the Ball Milling Process on the Structure and Functional Properties of Walnut Meal.

Yanyue Li, Yanling Lu, Yanmei Deng, Lei Guo, Long Han, Qian Ma, Fangyu Fan

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.

Yanyue LiCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.ORCID 0009-0001-9103-7292
Yanling LuCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.ORCID 0009-0008-6673-5196
Yanmei DengCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.
Lei GuoCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.ORCID 0000-0003-3587-742X
Long HanCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.
Qian MaCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.
Fangyu FanCollege of Biological and Food Engineering, Southwest Forestry University, Kunming 650224, China.

Funding

Basic Research Projects of Free Exploration Category of Central Guided Local Science and Technology Development Fund 202407AA110007The Yunnan Fundamental Research Projects 202401AS070012
6 · The paper itself

Abstract

To evaluate the potential of defatted and dephenolized walnut meal as a modified functional food ingredient, this study examined how ball milling and processing time affect its structural, physicochemical, and functional properties. Walnut meal was ball-milled for 5, 10, 15, and 20 h. Ball milling increased the lightness and whiteness, reduced particle size, and broadened the particle size distribution into a characteristic three-peak pattern. Scanning electron microscopy revealed the progressive formation of flake-like surface structures. With increasing milling duration, free sulfhydryl groups, surface hydrophobicity, and solubility were increased, while dynamic surface tension decreased, leading to improved foaming capacity and foaming stability. SDS-PAGE confirmed that the primary structure remained unchanged, while Fourier transform infrared spectroscopy indicated a decrease in α-helix and β-sheet contents and an increase in random coil structures. X-ray diffraction revealed a reduction in the diffraction peak at 2θ = 8.963°, and differential scanning calorimetry showed irregular changes in the thermal stability with ball milling time. Overall, increasing ball milling time is beneficial for improving the functional properties of walnut meal, providing a preliminary theoretical reference for the potential application of walnut powder in foods with specific functional properties, such as aerated foods.

Indexed as

mechanical grindingprotein and insoluble dietary fiberstructure and functional propertieswalnut residue

Identifiers

PMID42450369
PMCPMC13361227

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.