Evidence map›Paper›PMID 41748462›Full record

ReviewJournal of the science of food and agriculture2026

Recent insights for fish allergens: novel processing techniques and detection technology.

Hailin Yin, Xinyu Ge, Futeng Song, Qingli Yang, Liangtao Lv

Abstract readReview
In one paragraph

Review in Journal of the science of food and agriculture, 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.

Hailin Yin *School of Food Science and Engineering, Qingdao Agricultural University, Qingdao, China.
Xinyu Ge *College of Food Science and Nutrition Engineering, China Agricultural University, Beijing, China.
Futeng SongSchool of Food Science and Engineering, Qingdao Agricultural University, Qingdao, China.
Qingli YangSchool of Food Science and Engineering, Qingdao Agricultural University, Qingdao, China.
Liangtao LvSchool of Food Science and Engineering, Qingdao Agricultural University, Qingdao, China.ORCID https://orcid.org/0000-0002-6449-1799

Funding

High-level Talent Start-up Fund from Qingdao Agricultural UniversityInnovation Team Plan of Shandong Provincial Universities (2024KJH125)Key R&D Program of Shandong Province (2025KJHZ021)National Natural Science Foundation of China (32302237)Natural Science Foundation of Shandong Province (ZR2022QC125)
6 · The paper itself

Abstract

Fish allergy is a common food-related allergic reaction that can lead to serious health issues and poses a significant challenge to global food safety. To facilitate a clear understanding of risk prevention and control for fish allergy, we provide a comprehensive overview of the mechanism underlying fish allergy and the properties of fish allergens, with a dedicated focus on innovative processing and detection technologies. Advanced combined processing methods, including combined thermal treatment with glycation or irradiation, as well as enzymatic hydrolysis coupled with acid treatment, effectively reduce allergenicity by altering protein structures and epitopes. For detection, emerging techniques such as biosensors, mass spectrometry and DNA-based techniques offer high sensitivity and specificity. Notably, AI (i.e. artificial intelligence) enables predictive allergenicity assessment through pattern recognition, whereas next-generation sequencing allows high-throughput allergen profiling. In summary, through the enhancement of detection and prevention measures, coupled with the strategic utilization of nutritional benefits, it is possible not only to effectively reduce the incidence and associated risk of fish allergy, but also to support the development of safer fish products. © 2026 Society of Chemical Industry.

Indexed as

AllergensFish ProteinsFood HandlingFood HypersensitivityAnimalsArtificial IntelligenceFishesFish ProductsHumansSeafoodAllergensFish Proteinsartificial intelligencecombined processing methodsdetection technologiesfish allergynext‐generation sequencing

Identifiers

PMID41748462
PMCPMC13442952

What Socratic holds

Textmetadata
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.