This document discusses how food safety risk assessment can be applied to improve farm hygiene. It provides an example of a risk assessment of staphylococcal poisoning from informally marketed milk in Ethiopia. The assessment involved hazard identification of S. aureus enterotoxins, exposure assessment through surveys of contamination rates, modeling bacterial growth, and risk characterization. Sensitivity analysis identified efficient control options like training for hygienic milking and mastitis control. The conclusion is that food safety risk assessment can help identify factors to reduce risk and improve farm hygiene.
Application of food safety risk assessment in identifying effective control m...ILRI
Presented by Kohei Makita, Katsuaki Sugiura and Tsu-Hoong Chua at a regional seminar for OIE national focal points for animal production food safety, Hanoi, Vietnam, 24-26 June 2014.
Milk is a complete and balanced food for sustaining the in first phase of life
•Rich in nutrients
•Breeding ground for bacteria and can transmit disease
•Standards lay a firm foundation for food safety within the value chain.
•Provide guidance on best practices within the food value chain
•Aim to protect consumer health and facilitate trade
Risk assessment and management during food preparationaleeban_irasna
About the challenges reagarding food safety,risk analysis, risk assessment and principles of food safety management in food industry. Also contains the case study of Listeria monocytogenes in Deli meats
Part 2 on food safety risk assessment. This presentation focuses more on the international side of risk assessments and explains how international standards are agreed globally. It includes a detailed review about the European Union approach to food safety risk management.
This is the first part in a series of slide shows on food safety risk assessment. Risk assessment is one of the three elements in the Risk Analysis Framework, and this presentation gives an introduction to the topic.
Application of food safety risk assessment in identifying effective control m...ILRI
Presented by Kohei Makita, Katsuaki Sugiura and Tsu-Hoong Chua at a regional seminar for OIE national focal points for animal production food safety, Hanoi, Vietnam, 24-26 June 2014.
Milk is a complete and balanced food for sustaining the in first phase of life
•Rich in nutrients
•Breeding ground for bacteria and can transmit disease
•Standards lay a firm foundation for food safety within the value chain.
•Provide guidance on best practices within the food value chain
•Aim to protect consumer health and facilitate trade
Risk assessment and management during food preparationaleeban_irasna
About the challenges reagarding food safety,risk analysis, risk assessment and principles of food safety management in food industry. Also contains the case study of Listeria monocytogenes in Deli meats
Part 2 on food safety risk assessment. This presentation focuses more on the international side of risk assessments and explains how international standards are agreed globally. It includes a detailed review about the European Union approach to food safety risk management.
This is the first part in a series of slide shows on food safety risk assessment. Risk assessment is one of the three elements in the Risk Analysis Framework, and this presentation gives an introduction to the topic.
Food safety program is a written document indicating how a food business will control the food safety hazards or to ensure that the food is safe or not.
The need to build a robust food safety culture with your front-line workforce will only increase as the customer and regulatory demands continue to escalate. In 2020 the industry will need to feed 9 billion, leaving little room for error with regard to food quality standards and food waste.
http://www.alchemysystems.com
The Role of Risk Assessment in Food Safety SystemsUN SPHS
By Mr. Mohammed Alhuthiel, Director, Risk Assessment, Saudi Food and Drug Authority (SFDA) at the Global Forum 2020 Food Safety and Risk Assessment Session
Safer pork: From assessment to interventions targeting rural and urban pork s...ILRI
Presented by Fred Unger, Hung Nguyen-Viet, Pham Duc Phuc, Pham Van Hung, Huyen Le Thi Thanh, Sinh Dang-Xuan, Nguyen Thanh Luong, Kohei Makita, Sunghwan Kim, Barbara Häsler, Mat Hennessey, Courtney Peyton and Delia Grace at the regional symposium on research into smallholder pig production, health and pork safety, Hanoi, Vietnam, 27–29 March 2019.
This is a project on Food System Management System. It is basically a PowerPoint Presentatiion which will help you to learn new things. Generally this project is given to the students of Nutrition and Dietician.
Food Safety, Hygiene and Food Quality AssuranceTUVSUDIndia
modern food safety and hygiene testing practices ensure that
the food products are contamination-free and act in accordance with national and international food
safety and hygiene standards. Known to be one of the most trusted names in the food safety and
hygiene industry, TÜV SÜD has been helping businesses with food safety and quality services including
testing, auditing, training, certification, and regulatory compliance. Find out more about our food safety
and hygiene management services here, https://www.tuvsud.com/en-in/industries/consumer-products-and-retail/food/food-training
Pesticides Used for Food Production as a Health and Safety IssueUN SPHS
By Dr. Tadesse Amera, Co-Chair, IPEN and Director, Pesticide Action Nexus (PAN)-Ethiopia delivered at the Global Forum 2020 Food Safety and Risk Assessment session.
Sarah De Saeger (Faculty of Pharmaceutical Sciences, Ghent University) The expertise of Mycotox at the laboratory of Food Analysis
Roundtable of aflatoxin experts on
“Building a multi-stakeholder approach to mitigate aflatoxin contamination of food and feed”
Brussels, Monday 25th January 2016
Albert Borschette Conference Center, 36 rue Froissart
Post Harvest Management Technologies for Reducing Aflatoxin Contamination in ...Francois Stepman
Dr. Loveness K. Nyanga
Senior Lecturer and Researcher, University of Zimbabwe
PhD, Wageningen University, The Netherlands
MSC and BSc, University of Zimbabwe
Management of Aflatoxin in Africa: working group on aflatoxin, Brussels 25/01/2016
lecture on how to maintanance food hygiene in modern world in development of industry 4.0 as there is many threat in hygine of the food so this is the lecture about that
SAI Global webinar: 10 ways to protect your organisation from food fraudSwitzerland09
Even though the majority of food fraud incidents do not pose a public health risk, what would happen if the next one did, is your organisation ready? Watch this webinar to learn "10 Ways to Protect your Organisation from Food Fraud
Food safety program is a written document indicating how a food business will control the food safety hazards or to ensure that the food is safe or not.
The need to build a robust food safety culture with your front-line workforce will only increase as the customer and regulatory demands continue to escalate. In 2020 the industry will need to feed 9 billion, leaving little room for error with regard to food quality standards and food waste.
http://www.alchemysystems.com
The Role of Risk Assessment in Food Safety SystemsUN SPHS
By Mr. Mohammed Alhuthiel, Director, Risk Assessment, Saudi Food and Drug Authority (SFDA) at the Global Forum 2020 Food Safety and Risk Assessment Session
Safer pork: From assessment to interventions targeting rural and urban pork s...ILRI
Presented by Fred Unger, Hung Nguyen-Viet, Pham Duc Phuc, Pham Van Hung, Huyen Le Thi Thanh, Sinh Dang-Xuan, Nguyen Thanh Luong, Kohei Makita, Sunghwan Kim, Barbara Häsler, Mat Hennessey, Courtney Peyton and Delia Grace at the regional symposium on research into smallholder pig production, health and pork safety, Hanoi, Vietnam, 27–29 March 2019.
This is a project on Food System Management System. It is basically a PowerPoint Presentatiion which will help you to learn new things. Generally this project is given to the students of Nutrition and Dietician.
Food Safety, Hygiene and Food Quality AssuranceTUVSUDIndia
modern food safety and hygiene testing practices ensure that
the food products are contamination-free and act in accordance with national and international food
safety and hygiene standards. Known to be one of the most trusted names in the food safety and
hygiene industry, TÜV SÜD has been helping businesses with food safety and quality services including
testing, auditing, training, certification, and regulatory compliance. Find out more about our food safety
and hygiene management services here, https://www.tuvsud.com/en-in/industries/consumer-products-and-retail/food/food-training
Pesticides Used for Food Production as a Health and Safety IssueUN SPHS
By Dr. Tadesse Amera, Co-Chair, IPEN and Director, Pesticide Action Nexus (PAN)-Ethiopia delivered at the Global Forum 2020 Food Safety and Risk Assessment session.
Sarah De Saeger (Faculty of Pharmaceutical Sciences, Ghent University) The expertise of Mycotox at the laboratory of Food Analysis
Roundtable of aflatoxin experts on
“Building a multi-stakeholder approach to mitigate aflatoxin contamination of food and feed”
Brussels, Monday 25th January 2016
Albert Borschette Conference Center, 36 rue Froissart
Post Harvest Management Technologies for Reducing Aflatoxin Contamination in ...Francois Stepman
Dr. Loveness K. Nyanga
Senior Lecturer and Researcher, University of Zimbabwe
PhD, Wageningen University, The Netherlands
MSC and BSc, University of Zimbabwe
Management of Aflatoxin in Africa: working group on aflatoxin, Brussels 25/01/2016
lecture on how to maintanance food hygiene in modern world in development of industry 4.0 as there is many threat in hygine of the food so this is the lecture about that
SAI Global webinar: 10 ways to protect your organisation from food fraudSwitzerland09
Even though the majority of food fraud incidents do not pose a public health risk, what would happen if the next one did, is your organisation ready? Watch this webinar to learn "10 Ways to Protect your Organisation from Food Fraud
Food safety in the pork value chain and pathways towards safer pork in VietnamILRI
Presentation by Fred Unger, Hung Nguyen-Viet, Pham Duc Phuc, Sinh Dang Xuan, Pham Van Hung, Huyen Le Thi Thanh, Tuyet-Hanh Tran Thi, Kohei Makita and Delia Grace at the 15th International Symposium of Veterinary Epidemiology and Economics, Chiang Mai, Thailand, 13 November 2018.
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Cancer cell metabolism: special Reference to Lactate PathwayAADYARAJPANDEY1
Normal Cell Metabolism:
Cellular respiration describes the series of steps that cells use to break down sugar and other chemicals to get the energy we need to function.
Energy is stored in the bonds of glucose and when glucose is broken down, much of that energy is released.
Cell utilize energy in the form of ATP.
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Most healthy cells continue the breakdown in a second process, called the Kreb's cycle. The Kreb's cycle allows cells to “burn” the pyruvates made in glycolysis to get more ATP.
The last step in the breakdown of glucose is called oxidative phosphorylation (Ox-Phos).
It takes place in specialized cell structures called mitochondria. This process produces a large amount of ATP. Importantly, cells need oxygen to complete oxidative phosphorylation.
If a cell completes only glycolysis, only 2 molecules of ATP are made per glucose. However, if the cell completes the entire respiration process (glycolysis - Kreb's - oxidative phosphorylation), about 36 molecules of ATP are created, giving it much more energy to use.
IN CANCER CELL:
Unlike healthy cells that "burn" the entire molecule of sugar to capture a large amount of energy as ATP, cancer cells are wasteful.
Cancer cells only partially break down sugar molecules. They overuse the first step of respiration, glycolysis. They frequently do not complete the second step, oxidative phosphorylation.
This results in only 2 molecules of ATP per each glucose molecule instead of the 36 or so ATPs healthy cells gain. As a result, cancer cells need to use a lot more sugar molecules to get enough energy to survive.
Unlike healthy cells that "burn" the entire molecule of sugar to capture a large amount of energy as ATP, cancer cells are wasteful.
Cancer cells only partially break down sugar molecules. They overuse the first step of respiration, glycolysis. They frequently do not complete the second step, oxidative phosphorylation.
This results in only 2 molecules of ATP per each glucose molecule instead of the 36 or so ATPs healthy cells gain. As a result, cancer cells need to use a lot more sugar molecules to get enough energy to survive.
introduction to WARBERG PHENOMENA:
WARBURG EFFECT Usually, cancer cells are highly glycolytic (glucose addiction) and take up more glucose than do normal cells from outside.
Otto Heinrich Warburg (; 8 October 1883 – 1 August 1970) In 1931 was awarded the Nobel Prize in Physiology for his "discovery of the nature and mode of action of the respiratory enzyme.
WARNBURG EFFECT : cancer cells under aerobic (well-oxygenated) conditions to metabolize glucose to lactate (aerobic glycolysis) is known as the Warburg effect. Warburg made the observation that tumor slices consume glucose and secrete lactate at a higher rate than normal tissues.
Slide 1: Title Slide
Extrachromosomal Inheritance
Slide 2: Introduction to Extrachromosomal Inheritance
Definition: Extrachromosomal inheritance refers to the transmission of genetic material that is not found within the nucleus.
Key Components: Involves genes located in mitochondria, chloroplasts, and plasmids.
Slide 3: Mitochondrial Inheritance
Mitochondria: Organelles responsible for energy production.
Mitochondrial DNA (mtDNA): Circular DNA molecule found in mitochondria.
Inheritance Pattern: Maternally inherited, meaning it is passed from mothers to all their offspring.
Diseases: Examples include Leber’s hereditary optic neuropathy (LHON) and mitochondrial myopathy.
Slide 4: Chloroplast Inheritance
Chloroplasts: Organelles responsible for photosynthesis in plants.
Chloroplast DNA (cpDNA): Circular DNA molecule found in chloroplasts.
Inheritance Pattern: Often maternally inherited in most plants, but can vary in some species.
Examples: Variegation in plants, where leaf color patterns are determined by chloroplast DNA.
Slide 5: Plasmid Inheritance
Plasmids: Small, circular DNA molecules found in bacteria and some eukaryotes.
Features: Can carry antibiotic resistance genes and can be transferred between cells through processes like conjugation.
Significance: Important in biotechnology for gene cloning and genetic engineering.
Slide 6: Mechanisms of Extrachromosomal Inheritance
Non-Mendelian Patterns: Do not follow Mendel’s laws of inheritance.
Cytoplasmic Segregation: During cell division, organelles like mitochondria and chloroplasts are randomly distributed to daughter cells.
Heteroplasmy: Presence of more than one type of organellar genome within a cell, leading to variation in expression.
Slide 7: Examples of Extrachromosomal Inheritance
Four O’clock Plant (Mirabilis jalapa): Shows variegated leaves due to different cpDNA in leaf cells.
Petite Mutants in Yeast: Result from mutations in mitochondrial DNA affecting respiration.
Slide 8: Importance of Extrachromosomal Inheritance
Evolution: Provides insight into the evolution of eukaryotic cells.
Medicine: Understanding mitochondrial inheritance helps in diagnosing and treating mitochondrial diseases.
Agriculture: Chloroplast inheritance can be used in plant breeding and genetic modification.
Slide 9: Recent Research and Advances
Gene Editing: Techniques like CRISPR-Cas9 are being used to edit mitochondrial and chloroplast DNA.
Therapies: Development of mitochondrial replacement therapy (MRT) for preventing mitochondrial diseases.
Slide 10: Conclusion
Summary: Extrachromosomal inheritance involves the transmission of genetic material outside the nucleus and plays a crucial role in genetics, medicine, and biotechnology.
Future Directions: Continued research and technological advancements hold promise for new treatments and applications.
Slide 11: Questions and Discussion
Invite Audience: Open the floor for any questions or further discussion on the topic.
The increased availability of biomedical data, particularly in the public domain, offers the opportunity to better understand human health and to develop effective therapeutics for a wide range of unmet medical needs. However, data scientists remain stymied by the fact that data remain hard to find and to productively reuse because data and their metadata i) are wholly inaccessible, ii) are in non-standard or incompatible representations, iii) do not conform to community standards, and iv) have unclear or highly restricted terms and conditions that preclude legitimate reuse. These limitations require a rethink on data can be made machine and AI-ready - the key motivation behind the FAIR Guiding Principles. Concurrently, while recent efforts have explored the use of deep learning to fuse disparate data into predictive models for a wide range of biomedical applications, these models often fail even when the correct answer is already known, and fail to explain individual predictions in terms that data scientists can appreciate. These limitations suggest that new methods to produce practical artificial intelligence are still needed.
In this talk, I will discuss our work in (1) building an integrative knowledge infrastructure to prepare FAIR and "AI-ready" data and services along with (2) neurosymbolic AI methods to improve the quality of predictions and to generate plausible explanations. Attention is given to standards, platforms, and methods to wrangle knowledge into simple, but effective semantic and latent representations, and to make these available into standards-compliant and discoverable interfaces that can be used in model building, validation, and explanation. Our work, and those of others in the field, creates a baseline for building trustworthy and easy to deploy AI models in biomedicine.
Bio
Dr. Michel Dumontier is the Distinguished Professor of Data Science at Maastricht University, founder and executive director of the Institute of Data Science, and co-founder of the FAIR (Findable, Accessible, Interoperable and Reusable) data principles. His research explores socio-technological approaches for responsible discovery science, which includes collaborative multi-modal knowledge graphs, privacy-preserving distributed data mining, and AI methods for drug discovery and personalized medicine. His work is supported through the Dutch National Research Agenda, the Netherlands Organisation for Scientific Research, Horizon Europe, the European Open Science Cloud, the US National Institutes of Health, and a Marie-Curie Innovative Training Network. He is the editor-in-chief for the journal Data Science and is internationally recognized for his contributions in bioinformatics, biomedical informatics, and semantic technologies including ontologies and linked data.
Richard's entangled aventures in wonderlandRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
Application of food safety risk assessment in identifying effective control measures during the animal production phase
1. Application of food safety risk
assessment in identifying effective
control measures during the animal
production phase
AIMS Project
At Rakuno Gakuen University, 20 November, 2014
Kohei Makita
Associate Professor of Veterinary Epidemiology at
Rakuno Gakuen University, Japan
(OIE Joint Collaborating Centre for Food Safety)
Joint Appointment Veterinary Epidemiologist at
International Livestock Research Institute (ILRI)
2. Food safety risk assessment training in Vietnam
Broad casted by ‘Voice of Vietnam’ on 2013 September 7
3. Objective of this talk
• To share ideas for application of food safety
risk assessment in improving food safety by
controlling hygiene in the animal production
phase
4. Outline
• Food safety risk assessment
– Why important?
– Risk assessment
– Logic tree (event tree, fault tree)
– Description of value chains
– Field survey- importance of diagnostic tests
– Construct and run a risk model
• How food safety risk assessment can be
applied to improve farm hygiene?
5. Why food safety?
• Every year, at least 2 billion cases of diarrhea occur and
1.5 million children under 5 yrs die worldwide
• Poor, young, elderly, pregnant women and immune-
suppressed most affected
• Food borne diseases include non-diarrheal severe
zoonoses
6. Why animal source foods?
• Two-thirds of human pathogens are zoonotic – many
of these transmitted via animal source food
• Animal source food is a single most important cause
of food-borne disease
• Many food-borne diseases cause few symptoms in
animal host
• Many zoonotic diseases controlled most effectively in
animal host/reservoir
7. Formal marketing
Informal marketing in
sub-Saharan Africa (90-95%)
Dominance of informal markets in
developing countries
“Absence of structured sanitary inspection”
9. Outline
• Food safety risk assessment
– Why important?
– Risk assessment
– Logic tree (event tree, fault tree)
– Description of value chains
– Field survey- importance of diagnostic tests
– Construct and run a risk model
• How food safety risk assessment can be
applied to improve farm hygiene?
11. OIE Risk analysis for antimicrobial resistance
Release
assessment
Exposure
assessment
Consequence
assessment
Risk
management
Risk
assessment
Hazard
identification
Risk communication
Use of antimicrobials at farm and
selection of resistant bacteria
Food chain and consumption
of the foods contaminated
Weaker response of
antimicrobials in treatment
12. Task 1. Assemble HACCP team
Task 2. Describe product
Task 3. Identify intended use
Task 4. Construct flow diagram
Task 5. On-site confirmation of flow diagram
Task 6. List all potential hazards associated with each step, conduct
a hazard analysis, and consider any measures to control identified
hazards (Principle 1)
Task 7. Determine Critical Control Points (Principle 2)
Task 8. Establish critical limits for each CCP (Principle 3)
Task 9. Establish a monitoring system for each CCP (Principle 4)
Task 10. Establish corrective actions (Principle 5)
Task 11. Establish verification procedures (Principle 6)
Task 12. Establish documentation and record keeping (Principle 7)
HACCP 12 step roadmap
13. Food Chain
Production stage Manufacturing, processing and
distribution stages
Consumptio
n stage
Supply of safe livestock products through integrated hygiene management from farms to consumers
In order to prevent health problems caused by livestock products, integrated risk-reduction
hygiene management (food chain approach) is needed up to the point where food is served on
the table through regional cooperation at each stage including the production stages.
Therefore, MAFF provides support for hygiene management at the production, manufacturing
and processing stages.
Dairy factories,
meat processing plants, etc.
[Manufacturing, processing and
distribution]
Production farms
Appropriate storage,
cooking, etc. in
accordance with the
type of food
Consumers
Support for introducing HACCP
Training on-site managers and leaders Creation and dissemination of
certification criteria
Training farm advisors
Support for facility development
Production stage Manufacturing and processing stages
Regulation and monitoring
Regulation and monitoring based on
the Food Sanitation Act, etc.
Approval of the Comprehensive
Sanitation Management and Production
Process
1. Checking the general hygiene
management program
2. Conducting hazard analysis and creating
hazard lists
3. Creating a hygiene management plan
4. Verifying the implementation situation for
hygiene management
Supporting the efforts to link HACCP (Hazard Analysis and Critical Control Points)
at different stages (production, processing and distribution stages)
Information
provision and risk
communication
through websites
MAFF MHLW
1. Checking the general hygiene management program
2. Conducting hazard analysis and creating hazard lists
3. Creating a hygiene management plan
4. Verifying the implementation situation for hygiene
management
Strengthening
cooperation
Ensuring the Safety of Japanese Livestock Products
MAFF, etc.13
14. Advanced Hygiene Management based on HACCP approach at Production Stage “ Farm HACCP”
• Advanced Hygiene Management Guidelines based on HACCP approach at Farm Level developed (FY2002~)
• HACCP approach at Farm Level shared and promoted among local stakeholders : livestock hygiene service centers,
livestock producers, livestock industry organizations, veterinarians, etc.
• Certification criteria for being recognized as “HACCP Farm” established and a certification system developed
(FY2009~)
• Training for “Farm HACCP advisors “(FY2008~) and pilot project involving whole food chain (production stage, the
processing, distribution to consumption stages) started (FY2009~)
• Certification of HACCP Farms by certification organizations started (FY2011~)
Creation of an implementation
manual by each farmer
• Hazard factor survey (Salmonella, E-
coli O157, antibacterial agents, etc.)
• Hazard analysis (HA)
• Setting critical control points (CCP)
• Creation of an implementation
manual
Implementation
Implementation of
hygiene management
based on the manual
Advice , Monitoring, Testing and Improvement
Productionofsaferlivestockproducts
whichmeetconsumerhighdemand
Buildingtrustofconsumersin
livestockproducts
Feedback
including
abattoir
inspections
Advanced Hygiene Management
Guidelines Based on the HACCP
approach, model requirements for
controlling or reducing hazards are
developed for each type of livestock.
Promotion of “Farm HACCP “
Farm HACCP advisors
Verification
Appropriate
revision of the
manual
Certification
organizations
: 2 orgs
approved
No. of farms
working on HACCP
approach : 4,587
Certification
as “HACCP
Farm”
Valid for 3 years
No. of farms
certified : 27
Dairy 3, Beef 2
Pig 16, Layer 6
(As of July ,2013)
14
19. Statement of purpose of
risk assessment
• Clear statement of the specific purpose
of the particular risk assessment
• Output form
– Prevalence of illness
– Annual incidence rate (eg. case/10,000)
• Preliminary investigation phase may be
required
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
20. Hazard identification
• The identification of biological,
chemical, and physical agents –
• capable of causing adverse health
effects –
• and which may be present in a
particular food or group of foods
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
21. Exposure assessment
• Assessment of the extent of actual or
anticipated human exposure
• Based on potential extent of food
contamination by a particular agent or
its toxins, and on dietary information
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
22. Hazard characterization
• Qualitative or quantitative description
of the severity and duration of
adverse effects that may result from
the ingestion of a microorganisms or
its toxin in food
• A dose-response assessment should
be performed if the data are
obtainable
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
23. Factors that need to be considered in
hazard characterization
• Factors related to the microorganism
– Speed of replication
– Virulence and infectivity
– Delay of onset following exposure
– Attributes altering pathogenicity, e.g., high
fat content of a food vehicle
• Factors related to the host
– Genetic factors
– Host susceptibility characteristics
• Age, pregnancy, nutrition, immune status etc.
– Population characteristics
• Population immunity, access to and use of
medical care etc.
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
24. Dose-response Assessment
• Determination of the relationship
between the magnitude of exposure
(dose) to a chemical, biological or
physical agent and the severity and/or
frequency of associated adverse
health effects (response)
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
25. Risk characterization
• Integration of previous three steps
• A qualitative or quantitative estimate
of the likelihood and severity of the
adverse effects which could occur in a
given population
• Degree of confidence: uncertainty and
variability (stochastic model)
• Influence of factors to the risk
estimate: sensitivity analyses
Hazard
identification
Exposure
assessment
Hazard
characterization
Risk
characterization
26. Types of risk assessment and
their outputs
• Qualitative
– Eg). high, middle, low, negligible
• Quantitative
– Deterministic (point estimate)
– Stochastic (probability distribution)
27. Outline
• Food safety risk assessment
– Why important?
– Risk assessment
– Logic tree (event tree, fault tree)
– Description of value chains
– Field survey- importance of diagnostic tests
– Construct and run a risk model
• How food safety risk assessment can be
applied to improve farm hygiene?
28. 28
Event tree
What is the implications of a cow
harbouring EC O157:H7 on safety of
informally marketed milk?
29. Fault tree analysis in food safety
• How the illness can occur
Onset of
illness
Preceded by
Infection Ingestion
Purchase
Production
Preceded by Preceded by
Or
Direction of identification and diagraming
32. Actors in informal milk sales in Kampala, Uganda
• Plus milk retail shop without refrigerator and dairy farmers selling at farms
Shop with a bulk cooler Shop with a small refrigerator Boiling centre
Trader with cans on a bicycle Roadside vendor Roadside vendor
33. 33
Quantitative dairy value chain in Kampala, Uganda
Source: Makita K. et al. (2010). How human brucellosis incidence in urban Kampala can be reduced most
efficiently? A stochastic risk assessment of informally-marketed milk. PLoS ONE 5 (12): e14188.
34. Field survey – Importance of diagnostic tests
My bitter experience in Campylobacter
risk assessment…
Nyama-choma in Tanzania
<1st survey for prevalence>
High prevalence using
culture without rigorous
identification
<2nd survey for MPN>
Low prevalence using PCR
after culturing
35. Constructing a risk model
• Model value chains which include
– Mixing
– Separation
– Growth
– Inactivation
• In a stochastic model, computer simulation is
used (I show you a demo briefly..)
36. Outline
• Food safety risk assessment
– Why important?
– Risk assessment
– Logic tree (event tree, fault tree)
– Description of value chains
– Field survey- importance of diagnostic tests
– Construct and run a risk model
• How food safety risk assessment can be
applied to improve farm hygiene?
37. How food safety risk assessment is applied
to improve farm hygiene?
(An example)
Risk assessment of staphylococcal poisoning due to consumption of
informally-marketed milk and home-made yoghurt in Debre Zeit,
Ethiopia (Makita et al. (2012) Int. J. Food Microbiol. 153: 135-141.)
38. Hazard identification
• Hazard
– Staphylococcus aureus enterotoxin
– Produced by S. aureus when the concentration in
milk exceeds 106.5 CFU/ml
• S. aureus is known to be prevalent in milk in
Ethiopia by previous reports
39. Illness due to Staphylococcal poisoning due to milk consumption
A consumer is susceptible to SAET
SA multiply to reach enough cfu producing ET
Milk contains SA
Milk contains SA at production Milk contaminated with SA
By traders/handlers
Milk shed by SA
Mastitis cow
Milk contaminated
by a farmer
Infected cow Human source
Human source
AND
OR
Initiating
event
Fault tree: understanding the logic of illness
43. Risk mitigation by traditional milk fermentation-
Modeling using reported data (Gonfa et al., 1999)
Bacteria growth stops at pH 4.9
1/pH=0.002 t (h)+1.187 (df=3, r2=0.90, p=0.009)
Source: Makita et al., 2012
Int. J. Food Microbiol.
Hazard characterization
44. Stop of growth of S. aureus in milk by low pH
(h)
Stop of bacterial growth due to milk fermentation
Hazard characterization
45. Risk characterization
• Each of them are uncertainty
distributions
• The variety of uncertainty
distributions shows variability
• Variability in this case is the growth
speed of S. aureus
46. Sensitivity Tornado
-0.5
0
0.5
1
1.5
2
2.5
p / 1 to 2days G13
Cont rate B24
Boiling C24
p / Day 0 F13
1960 / Cont rate B11
1960 / Cont rate B16
p / 3 to 4 days H13
1960 / Boiling C16
1960 / Boiling C11
109/291 (Arcuri 2010
Temperature D10
N0 D4
Mean of Incidence rate
46
Sensitivity analysis
Prob. SA has SE genes
Prob. farmers boil
Prob. consumers boil
Contamination, farm
Store milk 3,4 days
Contamination, centre
Consume on day 0
Prob. centres boil
Contamination, farm
Store milk 1,2 days
Temperature
Initial bacteria population
*It provides efficient control options
- Training for hygienic milking
- Separation of cows with mastitis
- Temperature control
Risk characterization
47. Conclusion
• Food safety is important in public health
• Risk assessment is useful in identifying factors
reducing the risk, including animal production
phase
• Improvement of farm hygiene contributes
food safety