670 likes | 687 Views
Explore the risks associated with aflatoxin contamination and its impact on public health, agriculture, and economics. Learn about the history, regulations, and potential health effects of aflatoxins.
E N D
Aflatoxin Risk Assessment “Red Book” Model Exercise Charles Yoe, Ph.D. College of Notre Dame of Maryland
Risk Analysis Risk Management Risk Assessment Risk Communication
Risk Assessment • What can go wrong? • How can it happen? • How likely is it? • What is the magnitude of the effect?
CODEX Hazard identification Hazard characterization Exposure assessment Risk characterization NAS Hazard identification Dose-response assessment Exposure assessment Risk characterization What are the steps?
Risk Assessment CODEX • Hazard Identification • The identification of known or potential health effects associated with a particular agent. • Hazard Characterization • The qualitative and/or quantitative evaluation of the nature of the adverse effects associated with biological, chemical, and physical agents which may be present in food. Dose-response assessments should be performed if the data are available.
Risk Assessment CODEX • Exposure Assessment • The qualitative and/or quantitative evaluation of the degree of intake likely to occur. • Risk Characterization • Integration of hazard identification, hazard characterization and exposure assessment into an estimation of the adverse effects likely to occur in a given population, including attendant uncertainties.
Risk Assessment NAS • Hazard Identification • Determine if exposure to an agent causes an increased incidence of an adverse health effect. • Dose-Response Assessment • Characterize the relationship between exposure (at different levels or doses) and the incidence of the adverse health effect.
Risk Assessment NAS • Exposure Assessment • Measure or estimate the intensity, frequency, and duration of actual or hypothetical exposures of humans to the identified agent • Risk Characterization • estimate the probability of specific harm to an exposed individual or population based on information from dose-response and exposure assessments.
Turkey X Disease • 1960 1000’s turkey poults died in England • Major investigation • Turkeys poisoned by agent in peanut meal component of their feed • Agent found in peanuts contaminated with certain mold • Mold, Aspergillus flavus, not responsible for poisoning
Turkey X Disease • 1965 MIT team solved mystery of turkey X • Aflatoxin discovered
Mycotoxins • No awareness of mold-related disease before 1960s • Imported peanut meal killed 1000s of turkeys in England 1960s • The mold Aspergillus flavus produced toxins that fluoresced under analysis • aflatoxin blue (AFB) • aflatoxin green (AFG) • Over 100 mycotoxins identified since aflatoxin
Molds and Mycotoxins • Considerable worldwide significance • Public health • Agriculture • Economics • Aflatoxin cost $20M to US peanut crop 1989 • Foods that are ground present particular problems
Aflatoxin • Mixture of 4 closely related chemicals • Two emit blue fluorescence: B1 & B2 • Two emit green fluorescence: G1 & G2 • Research showed them regularly • peanuts & some peanut products • corn • nuts • Fed to animals can show up in derived food products
Aflatoxin • Experimental studies showed • potent liver poison • malignant tumors in rats, ferrets, guinea pigs, mice, monkeys, sheep, ducks, trout • Results reported 1961-1976 • Low level but not infrequent contaminant of some human foods
Some Questions About Aflatoxin • What is to be done? • Are aflatoxins a threat to public health? • How many cancers can be attributed to them? • Why is there no clear link to human cancers? • If a menace, how can we control it? • How much of our resources is this worth?
Aflatoxicosis • Poisoning from mold-produced metabolites • Affects all tested species and humans • Occurs when food supplies are limited and people ate moldy grains • Flabby heart, edema, abdominal pain, liver necrosis, palpable liver • Chronic ingestion--liver tumors
FDA and Aflatoxin • Decided limits were in order, based on what could be detected • 1968 >30 ppb in peanut products unfit • Lowered to 20 ppb soon after • No completely safe level can be established for cancer causing chemicals • Does this mean as science gets better food becomes less safe?
FDA and Aflatoxin • Meeting 20 ppb not too great a burden on peanut butter industry • discolored peanuts could be eliminated by sorting machines • required substantial new quality control measures • Did this make scientific sense? • If aflatoxin can be detected it is unacceptable if it cannot it is acceptable
Yes • Potent cancer causing agent in animals • Do not wait for human data to control it • Animal tests are reliable indicators of human risk • Risky at any level of intake • Eliminate human exposure or reduce it to lowest possible level
No • Animal cancers occur at levels well above FDA limit • Provide some safety to humans but 20 ppb is too low • Policy of no safe level is not supported by science • Animals not proven reliable indicators of human risk • Carcinogenic potency highly variable among species • No evidence of cancer in humans
FDA and Aflatoxin • Easy to detect 5ppb in some labs • 1 ppb almost routine in some labs • FDA did not call for these lower limits • Large fraction of peanut butter would fail 1 ppb standard • Economic impact of 1ppb could be very large
Detection • Analytical chemists can now measure levels toxicologists are unable to evaluate for biological significance • 1 ppm is like a second in 11.6 days • 1 ppb is a second in 32 years • 1 ppt is a second in 3,169 years
ppb • Weight of contaminant divided by weight of food • In kg of peanut butter, 20 ppb is 20 micrograms
A Few More Points • Corn responsible for most human exposure • Peanuts and peanut butter in US • Drought and other damage encourage mold • Heat not enough to destroy mycotoxin • Processing not effective in destroying mycotoxins • Preventing formation is crucial
Aflatoxin and Peanuts • Average concentration in peanuts and peanut butter is 2 ppb • FDA defect action level (DAL) to seize peanuts is 20 ppb • In practice anything over 15 ppb is rejected • Average daily intake estimate is 0.005 ppb from peanuts
Science and Economics • Just how certain is our science on matters like this? • Size of economic consequence should not influence scientific thinking, but it influences scientists and policy makers when there are scientific uncertainties
Aflatoxin Management Options • Constant testing • more in drought years • Seize contaminated crops • Destroy contaminated crop residues • Agricultural techniques • forced air drying of crops • controlled storage conditions • Minimize exposure to moldy foods
Let’s look at a CODEX/NAS risk assessment
Hazard Identification • Evolving understanding • Turkey X • JECFA 1987 • JECFA 1997
JECFA 1987 • Evaluated at 31st meeting of JECFA 1987 • Considered potential human carcinogen • Insufficient information to set tolerable intake level • Urge reduction to lowest practicable level
JECFA 1997 • One of most potent mutagenic and carcinogenic substances known • Liver cancer in most species • Some evidence humans are at lower risk than other species • Epidemiological studies show no detectable independent risk • Ongoing studies--Shanghai, Thailand, Qidong
JECFA 1997 • Hepatitis B virus may increase liver cancer risk • Estimated 50 to 100% of liver cancers are associated with Hepatitis B
Hazard Identification • The Committee considered that the weight of scientific evidence, which includes epidemiological data, laboratory animal studies in vivo and in vitro metabolism studies, supports a conclusion that aflatoxins should be treated as carcinogenic food contaminants, the intake of which should be reduced to levels as low as reasonably achievable • Source JECFA 1997
Hazard Characterization • We will use a simple dose-response analysis • This makes the two models, CODEX and NAS essentially equivalent
Aflatoxin Toxicity • B1 (AFB1) most common, most studied, most toxic • Toxicity varies by species • LD50 .5 mg/kg for duckling • LD50 60 mg/kg for mouse • Binds to nucleic acids in some species • Difficult to assess for humans • Death usually from liver damage
Dose-Response Analysis • Limitations of available aflatoxin data • Confounded by concurrent Hepatitis B • Reliability & precision of aflatoxin exposure in study population are unknown • Shape of dose-response relationship unknown
Sources of Information • Animal bioassays • Human feeding trials • Epidemiological data • Cell lines (tissue cultures) • Animal studies most common for cancers
Animal Studies • Relatively high dose to relatively few animals • Absence of data in low dose region • Which mathematical model best approximates dose-response in low dose region • Fit data that exists • Linear extrapolation to zero from fitted curve or 95% confidence interval
Dose Response Linear Interpolation Upper Confidence Limit Actual Data Excess Tumor Rate Alternative Extrapolations Estimated Dose Response Linear Extrapolation Dosage Experimental Range
Low Dose Response • “Threshold/No threshold” assumption is significant • Many mathematical models possible • Determines potency estimate • Does not rely on safety factors
Dose-Response • Potential biases in potency • Only studies with + association were used • Historical levels ignored in favor of current levels of intake • Hepatitis B prevalence systematically underestimated in early studies • Non-primary liver cancers may have been included • Interpolation method
Dose-Response • Population risks • Vary from population to population • Geographically • Culturally--diet • Susceptibility--base health
Dose Response Factors • Diet also affects toxicity • Human response variable • males and children more susceptible • Hepatitis B increases cancer risk
HbsAg+ 0.3 cancers/year per 100,000 population per ng aflatoxin/kg bw per day Uncertainty range 0.05 to 0.5 HBsAg- 0.01 cancers/year per 100,000 population per ng aflatoxin/kg bw per day Uncertainty range 0.002 to 0.03 Potency Values
Exposure Assessment • Estimating frequency and intensity of exposure to agent • Magnitude, duration, schedule and route of exposure • Size, nature and class of exposed population • Detailing associated uncertainties
Aflatoxin Exposure Assessment • Contamination levels data appear biased • Studies focus on commodity lots thought contaminated • Contamination levels must be used with caution for patterns of importance not exact contamination estimates
CDF Aflatoxin in US Maize Contamination (µg/kg) Cumulative density