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Risk, Uncertainty and Precaution in Science: The Threshold of the Toxicological Concern Approach in Food Toxicology

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Abstract

Environmental risk assessment is often affected by severe uncertainty. The frequently invoked precautionary principle helps to guide risk assessment and decision-making in the face of scientific uncertainty. In many contexts, however, uncertainties play a role not only in the application of scientific models but also in their development. Building on recent literature in the philosophy of science, this paper argues that precaution should be exercised at the stage when tools for risk assessment are developed as well as when they are used to inform decision-making. The relevance and consequences of this claim are discussed in the context of the threshold of the toxicological concern approach in food toxicology. I conclude that the approach does not meet the standards of an epistemic version of the precautionary principle.

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Notes

  1. Recently, some modifications to the original decision tree have been suggested. See p. 10 below.

  2. It is worth noting that Cramer et al. developed the decision tree for prioritization, not to replace actual toxicological testing. Thanks to an anonymous reviewer for this note.

  3. See Renwick (2000). For a discussion of the limitations of safety factors see Martin et al. (2013).

  4. “If the intake of a compound is estimated to be below the relevant structural class I, II or III threshold, there is a 95 % probability that the intake would be below the compound-specific health-based guidance value that would be determined if data from a chronic animal bioassay were available on the compound” (Kroes et al. 2004, p. 76).

  5. Thanks to Jan Sprenger for pointing this out to me. See also Douglas (2000, p. 569ff.).

  6. For that reason, the use of NOELs has been heavily criticised and it has been argued that NOELs neither serve as a consistent statistical norm nor as an indicator of safe concentrations of toxic chemicals (Crane and Newman 2000, p. 519).

  7. A full list of ILSI members is available at www.ilsi.org/Documents/ILSI_2013_Member_List.

  8. See for instance Canady et al. (2013) or Dewhurst and Renwick (2013). Brueschweiler (2014) is an example of an independent positive assessment of the TTC.

  9. Teratogenicity is a toxicity that induces structural or functional defects in the developing embryo.

  10. See press release at www.efsa.europa.eu/en/press/news/120424.html. See also EFSA (2015).

  11. To counter concerns about low-dose toxicity with the aim of deregulating toxic emissions, certain industry-founded scientists have brought up the concept of “hormesis”, a notion introduced by Paracelsus that refers to a beneficial low-dose effect of otherwise toxic substances. Many physiologically relevant substances, such as vitamins, show hormetic behaviour. An interesting conceptual analysis of the way in which special interest science uses and abuses scientific language in order to provide rhetorical plausibility for its claims has been carried out by Shrader-Frechette (2010). See also Douglas (2008).

  12. For further details see EFSA (2012a, b).

  13. www.ombudsman.europa.eu/en/cases/decision.faces/en/53898/html.

  14. Thanks to an anonymous reviewer for calling my attention to this.

  15. https://chemicalwatch.com/22411/dispute-over-ttc-approach-continues-at-efsawho-meeting.

  16. The Science and Environmental Health Network (1998).

  17. Steel (2015, p. 39ff.) raises concerns about Peterson’s proof and the import it is supposed to have.

  18. See Sprenger (2012, p. 885f.). For multi-model approaches and robustness in climate science see Tebaldi and Knutti (2007) and Knutti and Sedláček (2012).

  19. Steel (2011, p. 362) also highlights this fact.

  20. See also Douglas (2009).

  21. See also Steel (2011).

References

  • Brueschweiler, B. J. (2014). The TTC approach in practice and its impact on risk assessment and risk management in food safety: A regulatory toxicologist’s perspective. CHIMIA International Journal for Chemistry, 68(10), 710–715.

    Article  Google Scholar 

  • Canady, R., Lane, R., Paoli, G., Wilson, M., Bialk, H., Hermansky, S., et al. (2013). Determining the applicability of threshold of toxicological concern approaches to substances found in foods. Critical Reviews in Food Science and Nutrition, 53(12), 1239–1249.

    Article  Google Scholar 

  • Commission of the European Communities. (2000). Communication from the commission on the precautionary principle.http://eur-lex.europa.eu/legal-content/EN/TXT/uri=celex:52000DC0001. Accessed 30 June 2015.

  • Cramer, G. M., Ford, R. A., & Hall, R. L. (1978). Estimation of toxic hazard: A decision tree approach. Food and Cosmetics Toxicology, 16(3), 255–276.

    Article  Google Scholar 

  • Crane, M., & Newman, M. C. (2000). What level of effect is a no observed effect? Environmental Toxicology and Chemistry, 19(2), 516–519.

    Article  Google Scholar 

  • Dewhurst, I., & Renwick, A. G. (2013). Evaluation of the threshold of toxicological concern (TTC): Challenges and approaches. Regulatory Toxicology and Pharmacology, 65(1), 168–177.

    Article  Google Scholar 

  • Douglas, H. (2000). Inductive risk and values in science. Philosophy of Science, 67(4), 559–579.

    Article  Google Scholar 

  • Douglas, H. (2008). Science, hormesis and regulation. Human & Experimental Toxicology, 27(8), 603–607.

    Article  Google Scholar 

  • Douglas, H. (2009). Science, policy, and the value-free ideal. Pittsburgh: University of Pittsburgh Press.

    Google Scholar 

  • EU Scientific Commitee on Food. (2002). Opinion of the Scientific Committee on Food on Bisphenol A. http://www.ec.europa.eu/food/fs/sc/scf/out128_en.pdf. Accessed 30 June 2015.

  • EU Scientific Committee on Consumer Safety (SCCS), EU Scientific Committee on Health and Environmental Risks (SCHER), and EU Scientific Committee on Emerging and Newly Identified Health Risks (SCENIHR). (2012). Joint opinion on the use of the Threshold of Toxicological Concern (TTC) approach for human safety assessment of chemical substances with focus on cosmetics and consumer products. www.ec.europa.eu/health/scientific_committees/consumer_safety/docs/sccs_o_0. Accessed 30 June 2015.

  • European Food Safety Agency (EFSA). (2012a). FAQ on the threshold of toxicological concern. www.efsa.europa.eu/de/faqs/faqttc.htm. Accessed 30 June 2015.

  • European Food Safety Agency (EFSA). (2012b). Scientific opinion on the evaluation of the toxicological relevance of pesticide metabolites for dietary risk assessment. EFSA Journal, 10(7), 2799.

    Article  Google Scholar 

  • European Food Safety Agency (EFSA). (2015). Scientific opinion on the risks to public health related to the presence of bisphenol A (BPA) in foodstuffs. EFSA Journal, 13(1), 3978.

    Article  Google Scholar 

  • European Food Safety Agency (EFSA) and World Health Organization (WHO). (2015). Threshold of toxicological concern approach: Conclusions and recommendations of the EFSA/WHO expert workshop (draft for consultation). www.efsa.europa.eu/de/consultations/call/150212.pdf. Accessed June 30 2015.

  • Grandjean, P., & Landrigan, P. J. (2006). Developmental neurotoxicity of industrial chemicals. Lancet, 368(9553), 2167–2178.

    Article  Google Scholar 

  • Grandjean, P., & Landrigan, P. J. (2014). Neurobehavioural effects of developmental toxicity. Lancet Neurology, 13(3), 330–338.

    Article  Google Scholar 

  • Hansson, S. O. (2005). Seven myths of risk. Risk Management, 7(2), 7–17.

    Article  Google Scholar 

  • Hansson, S. O. (2009). From the casino to the jungle. Synthese, 168(3), 423–432.

    Article  Google Scholar 

  • Keynes, J. M. (1937). The general theory of employment. The Quarterly Journal of Economics, 51(2), 209–223.

    Article  Google Scholar 

  • Knight, F. H. (1921). Risk, uncertainty and profit. Boston: Boughton Mifflin Company.

    Google Scholar 

  • Knutti, R., & Sedláček, J. (2012). Robustness and uncertainties in the new CMIP5 climate model projections. Nature Climate Change, 3(4), 369–373.

    Article  Google Scholar 

  • Kroes, R., Kleiner, J., & Renwick, A. (2005). The threshold of toxicological concern concept in risk assessment. Toxicological Sciences, 86(2), 226–230.

    Article  Google Scholar 

  • Kroes, R., Renwick, A. G., Cheeseman, M., Kleiner, J., Mangelsdorf, I., Piersma, A., et al. (2004). Structure-based thresholds of toxicological concern (TTC): Guidance for application to substances present at low levels in the diet. Food and Chemical Toxicology, 42(1), 65–83.

    Article  Google Scholar 

  • Macon, M. B., Villanueva, L. R., Tatum-Gibbs, K., Zehr, R. D., Strynar, M. J., Stanko, J. P., et al. (2011). Prenatal perfluorooctanoic acid exposure in CD-1 mice: Low-dose developmental effects and internal dosimetry. Toxicological Sciences, 122(1), 134–145.

    Article  Google Scholar 

  • Manová, E., von Goetz, N., & Hungerbuehler, K. (2015). Aggregate consumer exposure to UV filter ethylhexyl methoxycinnamate via personal care products. Environment International, 74(2015), 249–257.

    Article  Google Scholar 

  • Martin, O., Scholze, M., & Kortenkamp, A. (2013). Dispelling urban myths about default uncertainty factors in chemical risk assessment: Sufficient protection against mixture effects? Environmental Health, 12(1), 53–74.

    Article  Google Scholar 

  • Munro, I., Ford, R., Kennepohl, E., & Sprenger, J. (1996). Correlation of structural class with no-observed-effect levels: A proposal for establishing a threshold of concern. Food and Chemical Toxicology, 34(9), 829–867.

    Article  Google Scholar 

  • Munro, I., Kennepohl, E., & Kroes, R. (1999). A procedure for the safety evaluation of flavouring substances. Food and Chemical Toxicology, 37(2–3), 207–232.

    Article  Google Scholar 

  • Newbold, R. R., Jefferson, W. N., & Padilla-Banks, E. (2009). Prenatal exposure to bisphenol A at environmentally relevant doses adversely affects the murine female reproductive tract later in life. Environmental Health Perspectives, 117(6), 879–885.

    Article  Google Scholar 

  • Peterson, M. (2006). The precautionary principle is incoherent. Risk Analysis, 26(3), 595–601.

    Article  Google Scholar 

  • Peterson, M. (2007). Should the precautionary principle guide our actions or our beliefs? Journal of Medical Ethics, 33(1), 5–10.

    Article  Google Scholar 

  • Renwick, A. G. (2000). The use of safety or uncertainty factors in the setting of acute reference doses. Food Additives and Contaminants, 17(7), 627–635.

    Article  Google Scholar 

  • Richiardi, L., Bellocco, R., Adami, H.-O., Torrång, A., Barlow, L., Hakulinen, T., et al. (2004). Testicular cancer incidence in eight northern European countries: Secular and recent trends. Cancer Epidemiology, Biomarkers & Prevention, 13(12), 2157–2166.

    Google Scholar 

  • Richter, C. A., Birnbaum, L. S., Farabollini, F., Newbold, R. R., Rubin, B. S., Talsness, C. E., et al. (2007). In vivo effects of bisphenol A in laboratory rodent studies. Reproductive Toxicology, 24(2), 199–224.

    Article  Google Scholar 

  • Shibamoto, T., & Bjeldanes, L. F. (2009). Introduction to food toxicology (2nd ed.). San Diego: Elsevier Academic Press.

    Google Scholar 

  • Shrader-Frechette, K. (2010). Conceptual analysis and special-interest science: Toxicology and the case of Edward Calabrese. Synthese, 177(3), 449–469.

    Article  Google Scholar 

  • Sprenger, J. (2012). Environmental risk analysis: Robustness is essential for precaution. Philosophy of Science, 79(5), 881–892.

    Article  Google Scholar 

  • Steel, D. (2011). Extrapolation, uncertainty factors, and the precautionary principle. Studies in History and Philosophy of Science Part C, 42(3), 356–364.

    Article  Google Scholar 

  • Steel, D. (2015). Philosophy and the precautionary principle. Cambridge: Cambridge University Press.

    Google Scholar 

  • Tebaldi, C., & Knutti, R. (2007). The use of the multi-model ensemble in probabilistic climate projections. Philosophical Transactions Series A, Mathematical, Physical, and Engineering Sciences, 365(1857), 2053–2075.

    Article  Google Scholar 

  • The Science and Environmental Health Network. (1998). Wingspread conference on the precautionary principle. www.sehn.org/wing.html. Accessed June 30 2015.

  • Vandenberg, L. N., Colborn, T., Hayes, T. B., Heindel, J. J., Jacobs, D. R., Lee, D.-H., et al. (2012). Hormones and endocrine-disrupting chemicals: Low-dose effects and nonmonotonic dose responses. Endocrine Reviews, 33(3), 378–455.

    Article  Google Scholar 

  • Vandenberg, L. N., Hauser, R., Marcus, M., Olea, N., & Welshons, W. V. (2007). Human exposure to bisphenol A (BPA). Reproductive Toxicology, 24(2), 139–77.

    Article  Google Scholar 

  • Welshons, W. V., Nagel, S. C., & vom Saal, F. S. (2006). Large effects from small exposures. Endocrine mechanisms mediating effects of bisphenol A at levels of human exposure. Endocrinology, 147(6 Suppl), 56–69.

    Article  Google Scholar 

  • World Health Organization (WHO). (2012). State of the science of endocrine disrupting chemicals. www.who.int/ceh/publications/endocrine/en. Accessed June 30 2015.

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Acknowledgments

I would like to thank the Food Packaging Forum in Zurich, Switzerland for giving me the opportunity to present an earlier version of this article at a TTC workshop in 2013. I would also like to thank the participants of the workshop for a lively and inspiring discussion. Large parts of this article were composed during a Visiting Fellowship at the Center for Philosophy of Science at the University of Pittsburgh in 2014. I would like to thank everybody at the Center, and in particular the director John Norton, for having created a truly inspiring and supportive work environment. My fellow Fellows Joshua Alexander, Bill Bechtel, Ingo Brigandt, Sara Green, Nicholas Jones, Raphael Scholl and Maria Serban all contributed in their own ways to a truly special intellectual experience. Four anonymous reviewers provided highly useful comments. The financial support of Society in Science—the Branco Weiss Fellowship is kindly acknowledged.

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Bschir, K. Risk, Uncertainty and Precaution in Science: The Threshold of the Toxicological Concern Approach in Food Toxicology. Sci Eng Ethics 23, 489–508 (2017). https://doi.org/10.1007/s11948-016-9773-2

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