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Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico
BACKGROUND: An accurate estimate of the total number of cases and severity of illness of an emerging infectious disease is required both to define the burden of the epidemic and to determine the severity of disease. When a novel pathogen first appears, affected individuals with severe symptoms are m...
Autores principales: | , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2731883/ https://www.ncbi.nlm.nih.gov/pubmed/19742302 http://dx.doi.org/10.1371/journal.pone.0006895 |
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author | Lipsitch, Marc Lajous, Martin O'Hagan, Justin J. Cohen, Ted Miller, Joel C. Goldstein, Edward Danon, Leon Wallinga, Jacco Riley, Steven Dowell, Scott F. Reed, Carrie McCarron, Meg |
author_facet | Lipsitch, Marc Lajous, Martin O'Hagan, Justin J. Cohen, Ted Miller, Joel C. Goldstein, Edward Danon, Leon Wallinga, Jacco Riley, Steven Dowell, Scott F. Reed, Carrie McCarron, Meg |
author_sort | Lipsitch, Marc |
collection | PubMed |
description | BACKGROUND: An accurate estimate of the total number of cases and severity of illness of an emerging infectious disease is required both to define the burden of the epidemic and to determine the severity of disease. When a novel pathogen first appears, affected individuals with severe symptoms are more likely to be diagnosed. Accordingly, the total number of cases will be underestimated and disease severity overestimated. This problem is manifest in the current epidemic of novel influenza A/H1N1. METHODS AND RESULTS: We used a simple approach to leverage measures of incident influenza A/H1N1 among a relatively small and well observed group of US, UK, Spanish and Canadian travelers who had visited Mexico to estimate the incidence among a much larger and less well surveyed population of Mexican residents. We estimate that a minimum of 113,000 to 375,000 cases of novel influenza A/H1N1 have occurred in Mexicans during the month of April, 2009. Such an estimate serves as a lower bound because it does not account for underreporting of cases in travelers or for nonrandom mixing between Mexican residents and visitors, which together could increase the estimates by more than an order of magnitude. CONCLUSIONS: We find that the number of cases in Mexican residents may exceed the number of confirmed cases by two to three orders of magnitude. While the extent of disease spread is greater than previously appreciated, our estimate suggests that severe disease is uncommon since the total number of cases is likely to be much larger than those of confirmed cases. |
format | Text |
id | pubmed-2731883 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-27318832009-09-09 Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico Lipsitch, Marc Lajous, Martin O'Hagan, Justin J. Cohen, Ted Miller, Joel C. Goldstein, Edward Danon, Leon Wallinga, Jacco Riley, Steven Dowell, Scott F. Reed, Carrie McCarron, Meg PLoS One Research Article BACKGROUND: An accurate estimate of the total number of cases and severity of illness of an emerging infectious disease is required both to define the burden of the epidemic and to determine the severity of disease. When a novel pathogen first appears, affected individuals with severe symptoms are more likely to be diagnosed. Accordingly, the total number of cases will be underestimated and disease severity overestimated. This problem is manifest in the current epidemic of novel influenza A/H1N1. METHODS AND RESULTS: We used a simple approach to leverage measures of incident influenza A/H1N1 among a relatively small and well observed group of US, UK, Spanish and Canadian travelers who had visited Mexico to estimate the incidence among a much larger and less well surveyed population of Mexican residents. We estimate that a minimum of 113,000 to 375,000 cases of novel influenza A/H1N1 have occurred in Mexicans during the month of April, 2009. Such an estimate serves as a lower bound because it does not account for underreporting of cases in travelers or for nonrandom mixing between Mexican residents and visitors, which together could increase the estimates by more than an order of magnitude. CONCLUSIONS: We find that the number of cases in Mexican residents may exceed the number of confirmed cases by two to three orders of magnitude. While the extent of disease spread is greater than previously appreciated, our estimate suggests that severe disease is uncommon since the total number of cases is likely to be much larger than those of confirmed cases. Public Library of Science 2009-09-09 /pmc/articles/PMC2731883/ /pubmed/19742302 http://dx.doi.org/10.1371/journal.pone.0006895 Text en Lipsitch et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Lipsitch, Marc Lajous, Martin O'Hagan, Justin J. Cohen, Ted Miller, Joel C. Goldstein, Edward Danon, Leon Wallinga, Jacco Riley, Steven Dowell, Scott F. Reed, Carrie McCarron, Meg Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico |
title | Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico |
title_full | Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico |
title_fullStr | Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico |
title_full_unstemmed | Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico |
title_short | Use of Cumulative Incidence of Novel Influenza A/H1N1 in Foreign Travelers to Estimate Lower Bounds on Cumulative Incidence in Mexico |
title_sort | use of cumulative incidence of novel influenza a/h1n1 in foreign travelers to estimate lower bounds on cumulative incidence in mexico |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2731883/ https://www.ncbi.nlm.nih.gov/pubmed/19742302 http://dx.doi.org/10.1371/journal.pone.0006895 |
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