Food Safety
search
Ask Food Safety AI
cart
facebook twitter linkedin instagram youtube
  • Sign In
  • Join Today
  • Sign Out
  • My Account
Food Safety
  • NEWS
    • Latest News
    • Food Safety Five Newsreel
  • PRODUCTS
  • TOPICS
    • Contamination Control
    • Food Types
    • Management
    • Process Control
    • Regulatory
    • Sanitation
    • Supply Chain
    • Testing and Analysis
  • PODCAST
  • EXCLUSIVES
    • eBooks
    • Sponsored Insights
    • Sponsored White Papers
    • FSM Distinguished Service Award
    • Interactive Product Spotlights
    • Videos
  • MORE
    • BUYER'S GUIDE
    • NEWSLETTERS >
      • Archive Issues
      • Subscribe to eNews
    • Store
    • ASK FSM AI
  • WEBINARS
  • FOOD SAFETY SUMMIT
  • FSM FEATURES
    • FSM Features Collection
    • eMag Archives
    • Editorial Advisory Board
    • Contact
    • Advertise
  • JOIN
NewsContamination ControlFood TypeProcess ControlMicrobiological ControlIntervention ControlsRefrigerated/Frozen

Modeling Study Identifies Heat, pH Conditions to Inhibit C. botulinum Growth in Chilled Foods

By Food Safety Magazine Editorial Team
person taking vacuum packed meat out of fridge
Image credit: Magnific
August 13, 2026

Researchers have developed a probabilistic modeling approach to identify combinations of mild heat treatments and acidic conditions that could inhibit the outgrowth of non-proteolytic Clostridium botulinum in refrigerated, processed foods of extended durability (REPFEDs).

Published in the Journal of Food Protection, the study was led by Oniris VetAgroBio and the French National Research Institute for Agriculture, Food, and Environment (INRAE).

REPFEDs (e.g., cooked–chilled, vacuum-packaged, sous vide, modified atmosphere-packaged foods) rely on mild heat treatments and refrigerated storage to preserve product quality and extend shelf life. However, non-proteolytic C. botulinum spores can survive mild thermal processing, and the pathogen is capable of growth and botulinum neurotoxin production at low temperatures.

The researchers sought to explore process and formulation conditions with the intent of clarifying a “gray area” of existing industry recommendations for controlling non-proteolytic C. botulinum; specifically, recommendations related to heat treatments below 90 °C for 10 minutes under slightly acidic conditions (i.e., pH values above 5).

Modeling C. botulinum Outgrowth Under Realistic Storage Conditions

The researchers developed a probabilistic model integrating previously published data and predictive models with distributions representing realistic domestic refrigerator temperatures and product consumption times among the European population. Variability and uncertainty were considered separately.

Under modeled domestic refrigerated storage conditions, for a product with a pH of 6.5 and water activity (aw) of 0.999, a heat treatment of 85 °C for 18 minutes resulted in an estimated median time before outgrowth of 104 days (with a 95 percent uncertainty interval of 76–156 days).

For a product with a 28-day “Use By” date, the probability that outgrowth would occur before consumption was estimated at 0.06 percent (with a 95 percent uncertainty interval of 0.00–0.4 percent). This corresponded to an estimated inhibition level of 3.2 log colony forming units per gram (CFU/g).

Looking for quick answers on food safety topics?
Try Ask FSM, our new smart AI search tool.
Ask FSM →

At a constant storage temperature of 8 °C following the same heat treatment, the estimated median time before outgrowth was 65 days at pH 6.4 and 58 days at pH 6.5. The researchers noted that the underlying predictive model appeared conservative under the evaluated conditions, although they lacked sufficient data to properly validate its outputs.

Mild Heat and pH Hurdles Could Provide Significant Inhibition

The researchers also modeled combinations of heat treatments from 82–88 °C for 10 minutes and pH values from 6.0–7.0, with aw held at 0.999.

A heat treatment of 84 °C for 10 minutes combined with a pH of 6.4 resulted in a median estimated inhibition of 3.1 log CFU/g. At pH 6.6, treatments of 87 °C and 88 °C for 10 minutes resulted in estimated inhibition levels of at least 3 log CFU/g.

The researchers also found that pH had an important effect on predicted inhibition. They noted that inhibition associated with formulation and processing hurdles could be considered alongside spore inactivation from thermal treatment when evaluating an overall degree of protection.

The modeling approach could therefore be used to estimate C. botulinum inhibition for existing REPFED formulations or to explore combinations of processing and formulation parameters when developing new products.

Study Limitations

The researchers cautioned that the study focused on consumer storage under European conditions and did not explicitly model proteolytic C. botulinum. Additionally, the probabilistic model was based on observational data rather than mechanistic elements and lacked direct validation against a sufficiently large dataset of REPFED products at the point of consumption.

Still, the researchers concluded that probabilistic modeling could help food businesses capitalize on existing scientific data to map processing and formulation conditions for controlling non-proteolytic C. botulinum in chilled foods.

KEYWORDS: Clostridium botulinum modeling study

Share This Story

Fsm purple logo 200x200

The Food Safety Magazine editorial team comprises Bailee Henderson, Director of Content Strategy and news editor ✉, and Adrienne Blume, M.A., Director of Editorial and Industry Engagement.

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • people holding baby chicks

    Serovar Differences Matter: Utility of Deep Serotyping in Broiler Production and Processing

    This article discusses the significance of Salmonella in...
    Food Type
    By: Nikki Shariat Ph.D.
  • woman washing hands

    Building a Culture of Hygiene in the Food Processing Plant

    Everyone entering a food processing facility needs to...
    Food Prep/Handling
    By: Richard F. Stier, M.S.
  • graphical representation of earth over dirt

    Climate Change and Emerging Risks to Food Safety: Building Climate Resilience

    This article examines the multifaceted threats to food...
    Best Practices
    By: Maria Cristina Tirado Ph.D., D.V.M. and Shamini Albert Raj M.A.
Manage My Account
  • Join Food Safety Magazine
  • Manage My Preferences
  • Customer Service

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Food Safety Magazine audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Food Safety Magazine or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • pre-packaged salads, noodles, and prepared meals stocked on multi-tier grocery store refrigerator shelves
    Sponsored byCorbion

    How Many Days of Shelf Life Are You Leaving on the Table?

  • Top view portrait of two factory workers standing by conveyor belt during quality inspection at food production, copy space
    Sponsored byFlexXray

    Foreign Material By the Numbers: What the 2026 Benchmark Report Reveals

  • a conveyorized industrial metal detector system that appears to resemble a Loma Systems IQ4 Metal Detector setup with an integrated conveyor belt and control panel for food or package inspection.
    Sponsored byMettler Toledo

    Beyond Detection: How to Avoid Physical Contamination in Food Through a Smarter Inspection Strategy

Popular Stories

supermarket freezers

Another Wave of Refrigerator Cyberattacks Sweeps European Grocery Stores, Causing More Food Losses

dino nuggets and ketchup

WHO Proposes Food Profiling Model to Inform Regulation of Ultra-Processed Foods

Cleaning floor drain during wet sanitation

Practical Guidelines for Choosing Between Dry and Wet Sanitation

allergens ebook

Events

November 12, 2026

From Data Overload to Actionable Food Safety Risk Intelligence

Live: November 12, 2026 at 11:00 am EST: This webinar explores how data integration, advanced analytics, and digital technologies can help transform disparate information into meaningful risk intelligence.

November 17, 2026

Are You Getting the Most from Your Food Safety Testing?

Live: November 17, 2026 at 11:00 am EST: Attend this webinar to explore practical ways food processors can modernize sanitation verification and microbiological testing while keeping workflows simple and effective.

December 2, 2026

Beyond Surface Clean: Tackling Biofilms and Persistent Pathogens

Live: December 2, 2026 at 11:00 am EST: Attend this webinar to understand why chlorine dioxide is not chlorine, and what “ultra-pure” means for residues, byproducts, and effectiveness.

View All

Products

Global Food Safety Microbial Interventions and Molecular Advancements

Global Food Safety Microbial Interventions and Molecular Advancements

See More Products

Related Articles

  • chickens in transport cages

    Study Identifies Optimal Poultry Transport Cage Washing Conditions to Reduce Salmonella

    See More
  • Errol1.JPG

    Avure’s HPP Tests Stop Growth of C. botulinum in Fresh Coconut Water

    See More
  • Avure Errol.png

    Avure’s HPP Tests Stop Growth of C. botulinum in Fresh Coconut Water

    See More

Related Products

See More Products
  • food-safety-making.jpg

    Food Safety: Making Foods Safe and Free From Pathogens

  • 9781138070912.jpg

    Trends in Food Safety and Protection

  • 1119237963.jpg

    Food Safety in China: Science, Technology, Management and Regulation

See More Products

Events

View AllSubmit An Event
  • August 6, 2026

    Beyond Sanitation: Understanding the Hidden System Conditions That Allow Pathogens to Persist

    On Demand: Attend this webinar to learn strategies for strengthening environmental control programs through a layered approach to pathogen management.
View AllSubmit An Event

Related Directories

  • Heat and Control Inc.

    Heat and Control®, a world-leading equipment manufacturer, offers the latest technology and highest quality equipment for processing, coating, seasoning, conveying, weighing, packaging, and inspection systems and develops innovative solutions for production challenges. With a global team of engineers, technicians, tradespeople, and support teams, they help manufacturers to achieve production goals.
  • Women In Food Safety

    Women in Food Safety is a US-based global nonprofit organization dedicated to empowering and advancing women in the food safety and quality industry. Women In Food Safety provides a platform for professionals at all stages of their careers to grow, share knowledge, and support one another. Through community events, educational initiatives, and leadership development, we are building a more inclusive and resilient future for food safety worldwide. Together, we can do BETTER!
×

Never miss the latest news and trends shaping the food safety industry

Newsletters | Website | FSM Features Collection

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Store
  • JOIN TODAY
    • Create Account
    • FSM Features Collection
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • Instagram
    • X (Twitter)
    • YouTube
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing