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Nonannual seasonality of influenza‐like illness in a tropical urban setting
BACKGROUND: In temperate and subtropical climates, respiratory diseases exhibit seasonal peaks in winter. In the tropics, with no winter, peak timings are irregular. METHODS: To obtain a detailed picture of influenza‐like illness (ILI) patterns in the tropics, we established an mHealth study in comm...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6185894/ https://www.ncbi.nlm.nih.gov/pubmed/30044029 http://dx.doi.org/10.1111/irv.12595 |
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author | Lam, Ha Minh Wesolowski, Amy Hung, Nguyen Thanh Nguyen, Tran Dang Nhat, Nguyen Thi Duy Todd, Stacy Vinh, Dao Nguyen Vy, Nguyen Ha Thao Thao, Tran Thi Nhu Thanh, Nguyen Thi Le Tin, Phan Tri Minh, Ngo Ngoc Quang Bryant, Juliet E. Buckee, Caroline O. Ngoc, Tran Van Chau, Nguyen Van Vinh Thwaites, Guy E. Farrar, Jeremy Tam, Dong Thi Hoai Vinh, Ha Boni, Maciej F. |
author_facet | Lam, Ha Minh Wesolowski, Amy Hung, Nguyen Thanh Nguyen, Tran Dang Nhat, Nguyen Thi Duy Todd, Stacy Vinh, Dao Nguyen Vy, Nguyen Ha Thao Thao, Tran Thi Nhu Thanh, Nguyen Thi Le Tin, Phan Tri Minh, Ngo Ngoc Quang Bryant, Juliet E. Buckee, Caroline O. Ngoc, Tran Van Chau, Nguyen Van Vinh Thwaites, Guy E. Farrar, Jeremy Tam, Dong Thi Hoai Vinh, Ha Boni, Maciej F. |
author_sort | Lam, Ha Minh |
collection | PubMed |
description | BACKGROUND: In temperate and subtropical climates, respiratory diseases exhibit seasonal peaks in winter. In the tropics, with no winter, peak timings are irregular. METHODS: To obtain a detailed picture of influenza‐like illness (ILI) patterns in the tropics, we established an mHealth study in community clinics in Ho Chi Minh City (HCMC). During 2009‐2015, clinics reported daily case numbers via SMS, with a subset performing molecular diagnostics for influenza virus. This real‐time epidemiology network absorbs 6000 ILI reports annually, one or two orders of magnitude more than typical surveillance systems. A real‐time online ILI indicator was developed to inform clinicians of the daily ILI activity in HCMC. RESULTS: From August 2009 to December 2015, 63 clinics were enrolled and 36 920 SMS reports were received, covering approximately 1.7M outpatient visits. Approximately 10.6% of outpatients met the ILI case definition. ILI activity in HCMC exhibited strong nonannual dynamics with a dominant periodicity of 206 days. This was confirmed by time series decomposition, stepwise regression, and a forecasting exercise showing that median forecasting errors are 30%‐40% lower when using a 206‐day cycle. In ILI patients from whom nasopharyngeal swabs were taken, 31.2% were positive for influenza. There was no correlation between the ILI time series and the time series of influenza, influenza A, or influenza B (all P > 0.15). CONCLUSION: This suggests, for the first time, that a nonannual cycle may be an essential driver of respiratory disease dynamics in the tropics. An immunological interference hypothesis is discussed as a potential underlying mechanism. |
format | Online Article Text |
id | pubmed-6185894 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61858942018-11-01 Nonannual seasonality of influenza‐like illness in a tropical urban setting Lam, Ha Minh Wesolowski, Amy Hung, Nguyen Thanh Nguyen, Tran Dang Nhat, Nguyen Thi Duy Todd, Stacy Vinh, Dao Nguyen Vy, Nguyen Ha Thao Thao, Tran Thi Nhu Thanh, Nguyen Thi Le Tin, Phan Tri Minh, Ngo Ngoc Quang Bryant, Juliet E. Buckee, Caroline O. Ngoc, Tran Van Chau, Nguyen Van Vinh Thwaites, Guy E. Farrar, Jeremy Tam, Dong Thi Hoai Vinh, Ha Boni, Maciej F. Influenza Other Respir Viruses Original Articles BACKGROUND: In temperate and subtropical climates, respiratory diseases exhibit seasonal peaks in winter. In the tropics, with no winter, peak timings are irregular. METHODS: To obtain a detailed picture of influenza‐like illness (ILI) patterns in the tropics, we established an mHealth study in community clinics in Ho Chi Minh City (HCMC). During 2009‐2015, clinics reported daily case numbers via SMS, with a subset performing molecular diagnostics for influenza virus. This real‐time epidemiology network absorbs 6000 ILI reports annually, one or two orders of magnitude more than typical surveillance systems. A real‐time online ILI indicator was developed to inform clinicians of the daily ILI activity in HCMC. RESULTS: From August 2009 to December 2015, 63 clinics were enrolled and 36 920 SMS reports were received, covering approximately 1.7M outpatient visits. Approximately 10.6% of outpatients met the ILI case definition. ILI activity in HCMC exhibited strong nonannual dynamics with a dominant periodicity of 206 days. This was confirmed by time series decomposition, stepwise regression, and a forecasting exercise showing that median forecasting errors are 30%‐40% lower when using a 206‐day cycle. In ILI patients from whom nasopharyngeal swabs were taken, 31.2% were positive for influenza. There was no correlation between the ILI time series and the time series of influenza, influenza A, or influenza B (all P > 0.15). CONCLUSION: This suggests, for the first time, that a nonannual cycle may be an essential driver of respiratory disease dynamics in the tropics. An immunological interference hypothesis is discussed as a potential underlying mechanism. John Wiley and Sons Inc. 2018-08-21 2018-11 /pmc/articles/PMC6185894/ /pubmed/30044029 http://dx.doi.org/10.1111/irv.12595 Text en © 2018 The Authors. Influenza and Other Respiratory Viruses Published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Lam, Ha Minh Wesolowski, Amy Hung, Nguyen Thanh Nguyen, Tran Dang Nhat, Nguyen Thi Duy Todd, Stacy Vinh, Dao Nguyen Vy, Nguyen Ha Thao Thao, Tran Thi Nhu Thanh, Nguyen Thi Le Tin, Phan Tri Minh, Ngo Ngoc Quang Bryant, Juliet E. Buckee, Caroline O. Ngoc, Tran Van Chau, Nguyen Van Vinh Thwaites, Guy E. Farrar, Jeremy Tam, Dong Thi Hoai Vinh, Ha Boni, Maciej F. Nonannual seasonality of influenza‐like illness in a tropical urban setting |
title | Nonannual seasonality of influenza‐like illness in a tropical urban setting |
title_full | Nonannual seasonality of influenza‐like illness in a tropical urban setting |
title_fullStr | Nonannual seasonality of influenza‐like illness in a tropical urban setting |
title_full_unstemmed | Nonannual seasonality of influenza‐like illness in a tropical urban setting |
title_short | Nonannual seasonality of influenza‐like illness in a tropical urban setting |
title_sort | nonannual seasonality of influenza‐like illness in a tropical urban setting |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6185894/ https://www.ncbi.nlm.nih.gov/pubmed/30044029 http://dx.doi.org/10.1111/irv.12595 |
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