Monday, March 23, 2015

Dichotomies

Following the NRC report in 1983, the EPA produced two documents that formally described the approach to assessing the risks associated with chemicals in the environment.  The EPA (1986) Cancer guidelines prescribed the methodology to be used for carcinogenic effects, while a separate document (Barnes and Dourson, 1988) laid out the methodology for to be used for health effects other than cancer.  The reasons for having two separate methodological approaches are discussed in the latter document.

A) Threshold vs. Non-threshold Effects

One of the main problems with using the threshold concept is that the term “threshold” has several different connotations.  Therefore, with regard to their ability to provide the basis for having a separate methodology for cancer, they must be considered individually:
  • No Observable or Measurable Effect.  Whether or not it is a continuous measure of an individual effect or the frequency of occurrence of a health outcome in a population, there are limits to what can be measured or inferred accurately.  Typically, this means “not statistically significant”.  A limit of detection doesn’t mean there is no effect at all, but it does usually indicate that whatever effect there may be is pretty small.  For some people, that is good enough.  However, the limitations on what is observable apply to both cancer and noncancer endpoints, so a “measurement threshold” cannot serve as the basis for a distinction.
  • A Threshold Parameter.  A threshold parameter is a theoretical construct that may be added to any mathematical model.  For example, adding a threshold parameter to a linear model yields the “Hockey Stick” model:



Even though there is no theoretical basis for a "absolutely no-response" threshold, models with threshold parameters often fit observed data reasonably well for both cancer and noncancer effects.
  • One-Hit Theory.  It is often argued that there is no threshold for genotoxic carcinogens because one molecule might cause the mutation that results in a tumor.   Other effects require more than one molecule, and therefore it is supposed that there must be a threshold.  Supposedly, there are one hit theories for other effects too.  With a little imagination, maybe all of them.  For example, one molecule of lead or mercury might prevent a synapse (a neural connection in the brain) from developing, or one molecule of arsenic may add to the oxidative damage that occurs from other sources.   So, one-hit theory doesn’t really serve as the distinction either.

B) Stochastic vs Non-stochastic Effects

The use of statistical models, along with the misguided Copenhagen Interpretation of statistical distributions, has led the notion that while cancer is probabilistic or stochastic, other effects are deterministic.   But, the same line of reasoning can always be applied to effects other  than cancer.  The formation of a DNA adduct than leads to a mutation is no more probabilistic than the formation of a protein adduct that causes the protein to be dysfunctional.  Receptor-ligand theory will allow the frequency of occupation of the receptor based on the concentration of the chemical.  For an individual receptor, the same equation can be used to predict the probability of occupation at any given time.  If the ligand affects neuronal function in some way, application of the Copenhagen Interpretation would allow the estimation of a probabilistic “intelligence state”.    No dichotomy here either.  

C) Expert Opinion vs Informed Public Opinion

The Safety Assessment paradigm that forms the basis of noncancer assessment is a product of a different tradition than the Redbook paradigm that underlies cancer risk assessment.  In a sense, this dichotomy is as old as the hills.  The safety assessment paradigm relies on the judgment of the Platonic philosopher king toxicologist who decides on behalf of the public what is best for them.  By formally explicating the decision process, the Redbook paradigm offers the democratic alternative.  There is probably room for both.  There are many different molecules, both natural and man-made, in the environment.  The ability of chemists to detect them has steadily increased over the last century.  A public debate cannot be had over every one.  But, if a debate does break out, the time to switch paradigms has surely arrived – carcinogen or not.

D) Rational vs. Irrational

Not all decision processes are rational.  In fact, perhaps most decisions are reflexive.  The Safety Assessment paradigm is clearly irrational.  It is presumed that whatever level is labeled as acceptable or safe can be attained.   This may be true for man-made chemicals like pesticidess and food additives that require prior government approval to be used legally.  However, for naturally occurring toxic elements practical limitations are bound to arise.  The Risk Assessment Paradigm isn’t necessarily rational either.  If a predetermined risk standard (i.e. one in a million) is used to identify an acceptable level of exposure, an impractical result will often be obtained.  But, at least the Risk Assessment Paradigm can be rational.  For example, if a quantitative risk assessment is used as part of a cost-benefit analysis, the risk is rationed against the cost of avoiding it.  Perhaps avoiding a carcinogen is worth more than avoiding an IQ point loss.  Then again, maybe not.

Harmonization

In conclusion, having a totally different process for the evaluation of carcinogens is not really justifiable.  That fact has led to efforts to “harmonize” the two paradigms.  Since that is not even remotely possible, harmonization means one of the paradigms has to die.  You might think that because the Redbook Paradigm is more versatile (i.e. a quantitiative risk assessment may justify the use of a level as a management technique), it would be the better choice.  But since that would require authority to be shared, not everyone agrees. So, c) is the correct answer.

References

Barnes DG and Dourson ML (1988).  Reference Dose (RfD): Description and Use in Health Risk Assessments.  Regul Pharmacol Toxicol 8:471-486.  Also at http://www.epa.gov/IRIS/rfd.htm

National Research Council (1983).  Risk Assessment in the Federal Government. National Academy Press, Washington, DC. 

United States Environmental Protection Agency (1986). Guidelines for Carcinogen Risk Assessment. Federal Register 51(185):33992-34003.

Official Soundtrack

Beatles (1967).  Hello, Goodbye.  In: Magical Mystery Tour, Track 6

Post Note

Thesis Post #17.  Regulatory toxicology thread, leading into the nasty stuff.





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