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Principles of Signal Detection in Pharmacovigilance

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An Erratum to this article was published on 01 August 1997

Summary

Adverse drug effects are manifold and heterogenous. Many situations may hamper the signalling (i.e. the detection of early warning signs) of adverse effects and new signals often differ from previous experiences.

Signals have qualitative and quantitative aspects. Different categories of adverse effects need different methods for detection. Current pharmacovigilance is predominantly based on spontaneous reporting and is mainly helpful in detecting type B effects (those effects that are often allergic or idiosyncratic reactions, characteristically occurring in only a minority of patients and usually unrelated to dosage and that are serious, unexpected and unpredictable) and unusual type A effects (those effects that are related to the pharmacological effects of the drug and are dosage-related). Examples of other sources of signals are prescription event monitoring, large automated data resources on morbidity and drug use (including record linkage), case-control surveillance and follow-up studies. Type C effects (those effects related to an increased frequency of ‘spontaneous’ disease) are difficult to study, however, and continue to pose a pharmacoepidemiological challenge.

Seven basic considerations can be identified that determine the evidence contained in a signal: quantitative strength of the association, consistency of the data, exposure response relationship, biological plausibility, experimental findings, possible analogies and the nature and quality of the data. A proposal is made for a standard signal management procedure at pharmacovigilance centres, including the following steps: signal delineation, literature search, preliminary inventory of data, collection of additional information, consultation with the World Health Organization Centre for International Drug Monitoring and the relevant drug companies, aggregated data assessment and a report in writing. A better understanding of the conditions and mechanisms involved in the detection of adverse drug effects may further improve strategies for pharmacovigilance.

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References

  1. Inman WHW, editor. Monitoring for drug safety. 2nd ed. Lancaster: MTP Press, 1986

    Google Scholar 

  2. Strom BL, editor. Pharmacoepidemiology. 2nd ed. Chichester: John Wiley, 1994

    Google Scholar 

  3. Irey N. Tissue reactions to drugs. Am J Pathol 1976; 82: 617–47

    Google Scholar 

  4. Evans SA. Causation and disease: the Henle-Koch postulates revisited. Yale J Biol Med 1976; 49: 175–95

    PubMed  CAS  Google Scholar 

  5. Inman B. 30 years in postmarketing surveillance: a personal perspective. Pharmacoepidemiol Drug Saf 1993; 2: 239–58

    Article  Google Scholar 

  6. Inman WHW. Postmarketing surveillance of adverse drug reactions in general practice. BMJ 1981; 282: 1131–2

    Article  PubMed  CAS  Google Scholar 

  7. Jick H. The discovery of drug-induced illness. N Engl J Med 1977; 296: 481–5

    Article  PubMed  CAS  Google Scholar 

  8. Davies DM, editor. Textbook of adverse drug reactions. 4th ed. Oxford: Oxford University Press, 1991

    Google Scholar 

  9. Edwards R, Lindquist M, Wiholm BE, et al. Quality criteria for early signals of possible adverse drug reactions. Lancet 1990; 336: 156–8

    Article  PubMed  CAS  Google Scholar 

  10. Coulter DM, Edwards IR, McQueen EG. New Zealand. In: Inman WHW, editor. Monitoring for drug safety. 2nd ed. Lancaster: MTP Press, 1986: 119–33

    Google Scholar 

  11. Dunne JF. The World Health Organization. In: Inman WHW, editor. Monitoring for drug safety. 2nd ed. Lancaster: MTP Press, 1986: 165–72

    Google Scholar 

  12. Wiholm BE, Olsson S, Moore N, et al. Spontaneous reporting systems outside the United States. In: Strom BL, editor. Pharmacoepidemiology. 2nd ed. Chichester: John Wiley, 1994

    Google Scholar 

  13. Li D, Lindquist M, Edwards IR. Evaluation of early signals of drug-induced Stevens-Johnson syndrome in the WHO ADR database. Pharmacoepidemiol Drug Saf 1992; 1: 11–8

    Article  Google Scholar 

  14. Mann RD. Drug safety alerts: a review of ‘Current Problem’. Pharmacoepidemiol Drug Saf 1992; 1: 269–79

    Article  Google Scholar 

  15. Meyboom RHB, Gribnau FWJ, Hekster YA, et al. Characteristics of topics in pharmacovigilance in the Netherlands. Clin Drug Invest 1996; 4: 207–19

    Google Scholar 

  16. Finney D. Statistical logic in the monitoring of reactions to therapeutic drugs. In: Inman WHW, editor. Monitoring for drug safety. 2nd ed. Lancaster: MTP Press, 1986: 423–42

    Google Scholar 

  17. Gross TP. The analysis of postmarketing drug surveillance data at the U.S. Food and Drug Administration. In: Strom BL, Velo G, editors. Drug epidemiology and post-marketing surveillance. New York: Plenum Press, 1992: 1–7

    Google Scholar 

  18. Kramer MS. Clinical epidemiology and biostatistics. Berlin: Springer-Verlag, 1988

    Book  Google Scholar 

  19. Charlton BG. Attribution of causation in epidemiology: chain or mozaic? J Clin Epidemiol 1996; 49: 105–7

    Article  PubMed  CAS  Google Scholar 

  20. Meyboom RHB, Egberts ACG, Hekster YA, et al. The role of causality assessment in pharmacovigilance. Drug Saf. In press

  21. Bradford Hill A. The environment and disease: association or causation? Proc R Soc Med 1965; 85: 295–300

    Google Scholar 

  22. Venning GR. Identification of adverse reactions to new drugs. III: Alerting processes and early warning systems. BMJ 1983; 286: 458–60

    Article  PubMed  CAS  Google Scholar 

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An erratum to this article is available at http://dx.doi.org/10.1007/BF03257469.

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Meyboom, R.H.B., Egberts, A.C.G., Edwards, I.R. et al. Principles of Signal Detection in Pharmacovigilance. Drug-Safety 16, 355–365 (1997). https://doi.org/10.2165/00002018-199716060-00002

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  • DOI: https://doi.org/10.2165/00002018-199716060-00002

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