Evidence map›Paper›PMID 40282699›Full record

ArticleFoods (Basel, Switzerland)2025

Processing and Shelf-Life Prediction Models for Ready-to-Eat Crayfish.

Qian Li, Jieyu Lei, Keying Su, Xiaoying Chen, Laihoong Cheng, Chunmin Yang, Shiyi Ou

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2025. 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

7 authors.

Qian LiSchool of Engineering, Guangzhou College of Technology and Business, Guangzhou 510850, China.ORCID 0009-0008-1104-1816
Jieyu LeiSchool of Engineering, Guangzhou College of Technology and Business, Guangzhou 510850, China.
Keying SuSchool of Engineering, Guangzhou College of Technology and Business, Guangzhou 510850, China.
Xiaoying ChenSchool of Engineering, Guangzhou College of Technology and Business, Guangzhou 510850, China.
Laihoong ChengFood Technology Division, School of Industrial Technology, Universiti Sains Malaysia (USM), Gelugor 11800, Malaysia.ORCID 0000-0002-0386-8599
Chunmin YangSchool of Engineering, Guangzhou College of Technology and Business, Guangzhou 510850, China.
Shiyi OuSchool of Engineering, Guangzhou College of Technology and Business, Guangzhou 510850, China.

Funding

Education Department of Guangdong Province, China 2024GCZX011Industry-University Co-operation Collaborative Education Project, Ministry of Education, China 231103880091918
6 · The paper itself

Abstract

This study investigated the production process of ready-to-eat crayfish, focusing on changes in sensory quality, pH, total volatile base nitrogen (TVB-N), total viable count (TVC), acid value (AV), springiness, and hardness during storage at 4 °C, 25 °C, and 37 °C. A shelf-life prediction model was developed using the Arrhenius model. The optimal crayfish formula was determined to be 0.12% spices, 0.80% salt, and a stewing time of 70 min, which achieved the highest sensory score of 9.25 points. This combination resulted in shrimp meat with an intact texture, a soft and smooth taste, and rich spicy and briny flavors. A Pearson correlation analysis showed significant correlations among TVB-N, TVC, AV, springiness, and hardness. When fitting each indicator with zero-order, first-order, and second-order kinetics, TVB-N, AV, and springiness aligned more closely with the zero-order kinetics model, while TVC and hardness fit better with the first-order kinetics model. The Arrhenius equation-based shelf-life model demonstrated an error margin of 9.1% between predicted and actual quality indicators, confirming its feasibility for predicting the quality and shelf life of spicy crayfish. These findings provide a crucial theoretical basis for the intelligent prediction of storage and distribution conditions for ready-to-eat crayfish.

Indexed as

crayfishkinetic modelquantityshelf-lifestorage period

Identifiers

PMID40282699
PMCPMC12026437

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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.