Evidence map›Paper›PMID 42354039›Full record

ReviewFoods (Basel, Switzerland)2026

Protein-Protein Interactions in Food Systems: Analytical Advances and Quality Implications.

Muhammad Abdul Haseeb, Anna Wang, Ligen Wu, Muhammad Arif Ramzan, Mah E Laqa Taseer

Abstract readReview
In one paragraph

Review 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

5 authors.

Muhammad Abdul HaseebSchool of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.ORCID 0009-0000-7979-5210
Anna WangSchool of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
Ligen WuSchool of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
Muhammad Arif RamzanSchool of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.
Mah E Laqa TaseerInstitute of Chemical Sciences, Bahauddin Zakariya University, Multan 60800, Pakistan.

Funding

Central Government Guidance Fund for Local Science and Technology Development Z20241471016Chinese National Natural Science Foundation 31201294Henan Province Key R&D Special Project 221111112000Research Program for the Basic and Advanced Technology of Henan Province 152300410077Scientific Research Start-up Fund Project of High-level Talents of Henan University of Technology 2021BS057
6 · The paper itself

Abstract

Protein-protein interactions (PPIs) represent one of the major factors determining structure, function and quality in food products, especially in the case of industrial processing. Within complex food matrices, the structural and physical behavior of food components is controlled by PPIs that determine aggregation behavior, network formation, phase stability, and structural integrity and are thus directly related to the stability of the final product and how well a product may perform during a process. Recent developments in analytical techniques have facilitated the elucidation of PPIs and their application in activity-induced structural changes, in particular during thermal, non-thermal, enzymatic, and mechanical processes. In lieu of providing an exhaustive summary, this review synthesizes research evidence and findings related to measuring PPIs from main food systems, namely dairy, meat, cereal and plant-based products. The impact of different processing methods on PPIs and related quality characteristics including structure, stability and functional activity is critically assessed. Knowledge gaps and methodological limitations (in particular concerning laboratory scale industrial processes) are highlighted. By combining mechanistic considerations with practical performance considerations, this review allows us to rationalize the improvement of food processing strategies and to develop protein-based foods with better quality and performance stability.

Indexed as

analytical techniquescustomized nutritionfood processingfunctional propertiesprotein–protein interactionsprotein structure

Identifiers

PMID42354039
PMCPMC13298507

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.