Evidence map›Paper›PMID 41717366›Full record

ArticleFood chemistry: X2026

Synergistic frozen storage-thermal processing drives tilapia muscle quality deterioration via protein structural transitions and regulation.

Gaigai Niu, Xingyang Liao, Jialu Wu, Gang You

Abstract read
In one paragraph

Article in Food chemistry: X, 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

4 authors.

Gaigai NiuCollege of Food Engineering, Laboratory of Beibu Gulf Marine Product Healthy Aquaculture and Green Processing, Guangxi Zhuang Autonomous Region Engineering Research Center of Marine Food Nutrition and Processing Technology Innovation, Beibu Gulf University, Qinzhou 535011, China.
Xingyang LiaoCollege of Food Engineering, Laboratory of Beibu Gulf Marine Product Healthy Aquaculture and Green Processing, Guangxi Zhuang Autonomous Region Engineering Research Center of Marine Food Nutrition and Processing Technology Innovation, Beibu Gulf University, Qinzhou 535011, China.
Jialu WuCollege of Food Engineering, Laboratory of Beibu Gulf Marine Product Healthy Aquaculture and Green Processing, Guangxi Zhuang Autonomous Region Engineering Research Center of Marine Food Nutrition and Processing Technology Innovation, Beibu Gulf University, Qinzhou 535011, China.
Gang YouCollege of Food Engineering, Laboratory of Beibu Gulf Marine Product Healthy Aquaculture and Green Processing, Guangxi Zhuang Autonomous Region Engineering Research Center of Marine Food Nutrition and Processing Technology Innovation, Beibu Gulf University, Qinzhou 535011, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study elucidates the synergistic deterioration of tilapia muscle quality during frozen storage (0-120 days) and thermal processing (3-9 min), identifying critical thresholds for quality preservation. Prolonged freezing (>60 days) and extended heating (>5 min) synergistically amplified texture loss, umami depletion, and protein structural damage (α-helix disruption, β-sheet gain), exceeding additive effects. Short heating (≤5 min) mitigated freeze-induced texture degradation and preserved umami dominance, while extended heating triggered irreversible protein aggregation and bitterness. Mechanistically, ice-crystal-induced myofibrillar weakening during freezing was amplified by thermal processing, accelerating hydrophobic exposure and matrix collapse. These findings establish ≤60-day storage and ≤5-min heating as pivotal thresholds to optimize frozen aquatic product processing, offering actionable guidelines for industrial quality control.

Indexed as

Protein structural transitionsShort-time heating mitigationSynergistic frozen-thermal deteriorationTilapia quality degradation

Identifiers

PMID41717366
PMCPMC12914801

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.