ReviewComprehensive reviews in food science and food safety2026
Microbial Survival, Sublethal Injury, and Recovery in Frozen Food Systems: Implications for Safety, Quality Deterioration, and Cold-Chain Control.
Review in Comprehensive reviews in food science and food safety, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Freezing is widely regarded as a microbiologically protective process that suppresses growth and extends shelf life but rarely eliminates microorganisms. Microbial risk in frozen foods is, therefore, determined not only by survival during storage at -18°C but by post-thaw repair and growth during thawing and handling. This review synthesizes freeze-induced injury mechanisms, including membrane damage, osmotic stress, oxidative injury, and macromolecular disruption, and links them to physiological state transitions, lag phase behavior, and recovery potential. Rather than treating sublethal injury, viable but non-culturable (VBNC) physiology, spoilage, detection methods, and freezing-thawing processes separately, we integrate them into a recovery-centered framework for frozen food systems. Particular attention is given to food-matrix effects, including water redistribution, nutrient release, fat and protein composition, surface moisture, and oxygen availability, which influence microbial repair and regrowth. We further evaluate detection bias in culture-based methods, viability ambiguity in molecular approaches, and limitations of predictive microbiology models under freeze-thaw and high-solids conditions. We argue that frozen food safety and quality should be evaluated on the basis of post-thaw recovery potential rather than storage survival alone. Practical recommendations are provided for injury-aware detection, standardized freeze-thaw reporting, validation of analytical workflows, and control strategies across frozen food systems.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.