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The 1997 Measles Outbreak in Metropolitan São Paulo, Brazil: Strategic Implications of Increasing Urbanization

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Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases

Abstract

Background: Despite a routine two-dose measles vaccination program, mass campaigns in 1987 and 1992 and low subsequent incidence, São Paulo experienced an outbreak between May and October of 1997 with over 42,000 confirmed cases, mostly young adults, and 42 measles-associated deaths, mostly infants. To eliminate measles, the Pan American Health Organization (PAHO) recommended supplementing routine childhood vaccination (keep-up) via mass campaigns, initially to reduce (catch-up) and periodically to maintain (follow-up) susceptible numbers below the epidemic threshold. Methods: To determine if a follow-up campaign during 1996, when due in São Paulo State, might have prevented or mitigated this outbreak, we modeled measles in metropolitan São Paulo. We also evaluated the actual impact of emergency outbreak-control efforts and hypothetical impact of vaccinating adolescent and young adult immigrants. Results: A mass campaign targeting children aged 6–59 months reduced cases as much as 77 %, but a follow-up campaign among children aged 1–4 years during 1996 might have been even more effective. Susceptible adolescents would have escaped, however, setting the stage for future outbreaks. Vaccinating people in the immigrant age range mitigated this potential. Conclusions: As the immunity required to prevent outbreaks depends on population density, rural people are less likely to be immune than urban ones the same age. Thus, when there is rural-urban migration, births are not the sole demographic process eroding urban population immunity. Vaccinating immigrants in bus stations, peripheral shantytowns, or sites of employment for unskilled laborers is more efficient than increasing rural immunity.

The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention or other institutions with which they are affiliated.

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References

  1. Anderson, R.M., May, R.M.: Infectious Diseases of Humans, Dynamics and Control. Oxford Univ Press, Oxford (1991)

    Google Scholar 

  2. Bartlett, M.S.: Measles periodicity and community size. J. R. Stat. Assoc. A120, 48–70 (1957)

    Google Scholar 

  3. Brazilian, Chilean, Costa Rican, and Ecuadorian Ministries of Health and Pan American Health Organization. Seroconversion rates and measles antibody titers induced by measles vaccine in Latin American children 6–12 months of age. Bull World Health Organ 16, 272–285 (1982)

    Google Scholar 

  4. Camargo, M.C.C., de Moraes, J.C., Souza, V.A.U.F., Matos, M.R., Pannuti, C.S.: Predictors related to the occurrence of a measles epidemic in the city of São Paulo in 1997. Rev. Panam. Salud Publica 7, 359–365 (2000)

    Article  Google Scholar 

  5. Castillo-Solorzano, C.C., Matus, C.R., Flannery, B., Marsigli, C., Tambini, G., Andrus, J.K.: The Americas: paving the road toward global measles eradication. J. Infect. Dis. 204(Suppl 1), S270–S278 (2011)

    Google Scholar 

  6. Centers for Disease Control and Prevention. Progress toward elimination of measles from the Americas. MMWR Morb. Mortal. Wkly. Rep. 47, 189–193 (1998)

    Google Scholar 

  7. Chen, R.T., Weierbach, R., Bisoffi, Z., Cutts, F., Rhodes, P., Ramaroson, S., Ntembagara, C., Bizimana, F.: A ‘post-honeymoon period’ measles outbreak in Muyinga sector. Burundi. Int. J. Epidemiol. 23, 185–193 (1994)

    Article  Google Scholar 

  8. Dedecca, C.S., Pinto da Cunha, J.M.: Migration, employment and income in the 90s: the case of the metropolitan region of São Paulo. R. Bras. Est. Pop. Campinas 21, 49–66 (2004)

    Google Scholar 

  9. de Jong, M.C.M., Diekmann, O., Heesterbeek, H.: How does transmission of infection depend on population size? In: Mollison, D. (ed.) Epidemic Models, their Structure and Relation to Data, pp. 84–94. Cambridge Univ Press, Cambridge (1995)

    Google Scholar 

  10. de Moraes, J.C., Barata, R.C.B., Ribeiro, M.C.S.A., de Castro, P.C.: Immunization coverage in the first year of life in four cities of the State of São Paulo. Brazil. Rev. Panam. Salud Publica 8, 332–341 (2000)

    Article  Google Scholar 

  11. de Quadros, C.A., Olive, J.-M., Hersh, B.S., Strassburg, M.A., Henderson, D.A., Brandling-Bennett, D., Alleyne, G.A.O.: Measles elimination in the Americas; evolving strategies. JAMA 275, 224–29 (1996)

    Article  Google Scholar 

  12. Fales, W.T.: The age-distribution of whooping cough, measles, chicken-pox, scarlet fever, and diphtheria in various areas of the United States. Am. J. Hyg. Public Health 8, 759–799 (1928)

    Google Scholar 

  13. Farrington, C.P.: Modeling risks of infection for measles, mumps and rubella. Stat. Med. 9, 953–967 (1990)

    Article  Google Scholar 

  14. Ferguson, N.M., Nokes, D.J., Anderson, R.M.: Dynamical complexity in age structured models of the transmission of the measles virus: epidemiological implications at high levels of vaccine uptake. Math. Biosci. 138, 101–130 (1996)

    Article  MATH  Google Scholar 

  15. Fine, P.E., Clarkson, J.A.: Measles in England and Wales I: an analysis of factors underlying seasonal patterns. Int. J. Epidemiol. 11, 5–14 (1982)

    Article  Google Scholar 

  16. Fine, P., Eames, K., Heymann, D.L.: “Herd Immunity”: a rough guide. Clin. Infect. Dis. 52, 911–916 (2011)

    Article  Google Scholar 

  17. Francis, B., Green, M., Payne, C.: The GLIM System: Generalized Interactive Linear Modeling. Oxford Univ Press, Oxford (1993)

    MATH  Google Scholar 

  18. Glasser, J.W., Feng, Z., Moylan, A., Del Valle, S., Castillo-Chavez, C.C.: Mixing in cross-classified population models of infectious diseases. Math. Biosci. 235, 1–7 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  19. Hethcote, H.W.: Modeling heterogeneous mixing in infectious disease dynamics. In: Isham, V., Medley, G. (eds.) Models for Infectious Human Diseases, their Structure and Relation to Data, pp. 215–237. Cambridge Univ Press, Cambridge (1996)

    Chapter  Google Scholar 

  20. Hethcote, H.W., van Ark, J.W.: Epidemiological models for heterogeneous populations: proportionate mixing, parameter estimation and immunization programs. Math. Biosci. 84, 85–118 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  21. Heymann, D.L.: Control of Communicable Diseases Manual, 20th edn. American Public Health Association, Washington, DC (2014)

    Google Scholar 

  22. Jacquez, J.A., Simon, C.P., Koopman, J., Sattenspiel, L., Perry, T.: Modeling and analyzing HIV transmission: the effect of contact patterns. Math. Biosci. 92, 119–199 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  23. John, A.M.: Transmission and control of childhood infectious diseases: does demography matter? Popul. Stud. 44, 195–215 (1990)

    Article  Google Scholar 

  24. Lloyd-Smith, J.O., Schreiber, S.J., Kopp, P.E., Getz, W.M.: Superspreading and the effect of individual variation on disease emergence. Nature 438, 355–59 (2005)

    Article  Google Scholar 

  25. Massad, E., Azevedo Neto, R.S., Burattini, M.N., Zanetta, D.M.T., Coutinho, F.A.B., Yang, H.M., Moraes, J.C., Pannutti, C.S., Souza, V.A.U.F., Silveira, A.S.B., Struchiner, C.J., Oselka, G.W., Camargo, M.C.C., Omoto, T.M., Passos, S.D.: Assessing the efficacy of a mixed vaccination strategy against rubella in São Paulo, Brazil. Int. J. Epidemiol. 24, 842–850 (1995)

    Article  Google Scholar 

  26. Mulholland, K.: Measles and pertussis in developing countries with good vaccine coverage. Lancet 345, 305–7 (1995)

    Article  Google Scholar 

  27. Nold, A.: Heterogeneity in disease transmission modeling. Math. Biosci. 124, 59–82 (1980)

    MathSciNet  MATH  Google Scholar 

  28. PAHO: Update: measles outbreak in Bolivia. EPI Newsl. 21, 1–3 (1999)

    Google Scholar 

  29. Pannuti, C.S., Moraes, J.C., Souza, V.A.U.F., Camargo, M.C.C., Hidalgo, N.T.R., Brito, G.S., Almeida, M.M., Vilela, M.F.G., Paula, M.C.M.G., Cristiano, E.L.V.C., Stefano, I.C.A., Sato, H.K.: Measles antibody prevalence after mass vaccination in São Paulo. Brazil. Bull. World Health Organ. 69, 557–560 (1991)

    Google Scholar 

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Acknowledgments

We are grateful to Betsy Cadwell, Mary McCauley, Ciro de Quadros, Peter Strebel and Jacco Wallinga for discussions of this work and to Jim Alexander, Jim Goodson, Chris Gregory and Aaron Curns for comments on earlier drafts of this manuscript.

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Correspondence to John W. Glasser .

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Appendix

Appendix

Table A.2 Unpublished metropolitan São Paulo serological surveys included, together with that reported by Pannuti et al. [29], in the synthesis illustrated in Fig. 1
Table A.3 Initial conditions (\(t = 0\) is 1 January 1995) and parameters estimated from observations in São Paulo, Brazil, via standard demographic methods
Table A.4 Estimated average annual numbers of immigrants and emigrants by age, 1992–1995, from which the age-specific per capita immigration, \(\iota _{i}\), and emigration rates, \(o_{i}\), were derived (Brazilian Institute of Geography and Statistics)

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de Moraes, J.C., Camargo, M.C.C., de Mello, M.L.R., Hersh, B.S., Glasser, J.W. (2016). The 1997 Measles Outbreak in Metropolitan São Paulo, Brazil: Strategic Implications of Increasing Urbanization. In: Chowell, G., Hyman, J. (eds) Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases. Springer, Cham. https://doi.org/10.1007/978-3-319-40413-4_16

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