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2026-07-01 PubMed

Microbial-enzymatic synergy in fermented fish drives flavor, texture, and safety, informed by multi-omics and AI.

Microbial and enzymatic synergy in fermented fish: impacts on flavor, texture, and safety with multi-omics and AI insights.

Background

Fermented fish products hold significant cultural and nutritional value across diverse global regions, yet their complex sensory properties and safety profiles are governed by intricate microbial and enzymatic interactions. Traditional fermentation often lacks precise control, leading to variability in flavor, texture, and potential safety risks like biogenic amine accumulation. Understanding the synergistic roles of endogenous enzymes and halotolerant microbial consortia is crucial to optimize production, enhance functional quality, and ensure consumer safety, addressing a key gap in rationalizing traditional processes.

Study Design

This comprehensive review synthesized current knowledge on microbial-enzymatic interactions in fermented fish, focusing on proteolysis and lipolysis. Researchers evaluated key safety concerns, particularly biogenic amine and N-nitrosamine formation, discussing mitigation strategies via process optimization and targeted starter cultures. The review also examined the application of multi-omics (genomics, proteomics, metabolomics) coupled with artificial intelligence to elucidate biochemical mechanisms, identify quality markers, and enable predictive monitoring of fermented fish production.

Results

The review highlights that proteolysis and lipolysis are central to developing characteristic sensory properties in fermented fish. These processes release amino acids, peptides, and fatty acids, which serve as essential precursors for aroma-active volatiles and non-volatile taste compounds. Concurrently, acidification, protein hydrolysis, and matrix restructuring dynamically modulate texture, balancing enzymatic softening with acid-induced gelation. The synthesis identified key safety concerns, specifically the formation of biogenic amines and N-nitrosamines, and proposed mitigation strategies including optimized fermentation parameters and the use of specific starter cultures. Furthermore, the integration of multi-omics data with artificial intelligence offers powerful tools to unravel complex biochemical pathways, identify novel quality markers, and establish predictive models for process control.

The review emphasizes that generated bioactive peptides, such as FSGLR, IAEVFLITDPK, and NVPVYEGY, contribute to antioxidant and antihypertensive potential, enhancing the nutritional and functional quality of these products.

Key Findings

  • Microbial and enzymatic synergy drives flavor, texture, and safety in fermented fish.
  • Proteolysis and lipolysis release precursors for aroma, taste, and modulate texture.
  • Key safety concerns include biogenic amine and N-nitrosamine formation, with mitigation strategies discussed.
  • Multi-omics and AI can elucidate biochemical mechanisms and enable predictive monitoring.
  • Bioactive peptides (e.g., FSGLR, IAEVFLITDPK) enhance nutritional quality and modulate gut microbiota.

Why It Matters

This review provides a critical framework for the rational control of fermented fish production, moving beyond traditional empirical methods. For producers, understanding these microbial-enzymatic synergies allows for targeted process optimization, enabling consistent quality, enhanced safety, and the development of novel products with superior sensory attributes. For consumers and biohackers, the identification of specific bioactive peptides with antioxidant and antihypertensive properties, alongside their modulation of gut microbiota (e.g., increasing Bacteroidetes and decreasing Firmicutes), underscores the potential for fermented fish to serve as a functional food. This knowledge facilitates the design of future protocols that leverage specific starter cultures and fermentation conditions to maximize health benefits and minimize risks, bringing us closer to industrially optimized and functionally enhanced fermented fish products.


fermented-fish food-science microbiome bioactive-peptides flavor texture
Source: pubmed:42382800 · Ingested 2026-07-01 · Digest: gemini-2.5-flash