Skip to main content
Top
Published in: BMC Infectious Diseases 1/2009

Open Access 01-12-2009 | Research article

Evaluation of alternative respiratory syndromes for specific syndromic surveillance of influenza and respiratory syncytial virus: a time series analysis

Authors: Suzanne K Schindeler, David J Muscatello, Mark J Ferson, Kris D Rogers, Paul Grant, Tim Churches

Published in: BMC Infectious Diseases | Issue 1/2009

Login to get access

Abstract

Background

Syndromic surveillance is increasingly being evaluated for its potential for early warning of increased disease activity in the population. However, interpretation is hampered by the difficulty of attributing a causative pathogen. We described the temporal relationship between laboratory counts of influenza and respiratory syncytial virus (RSV) detection and alternative groupings of Emergency Department (ED) respiratory diagnoses.

Methods

ED and laboratory data were obtained for the south-eastern area of Sydney, NSW for the period 1 June 2001 - 1 December 2006. Counts of ED visits and laboratory confirmed positive RSV and influenza cases were aggregated by week. Semi-parametric generalized additive models (GAM) were used to determine the association between the incidence of RSV and influenza and the incidence of respiratory syndrome ED presentations while controlling for temporal confounders.

Results

For every additional RSV laboratory count, ED diagnoses of bronchiolitis increased by 3.1% (95%CI: 2.7%-3.5%) in the same week. For every additional influenza laboratory count, ED diagnoses of influenza-like illness increased by 4.7% (95%CI: 4.2%-5.2%) one week earlier.

Conclusion

In this study, large increases in ED diagnoses of bronchiolitis and influenza-like illness were independent and proxy indicators for RSV and influenza activity, respectively.
Appendix
Available only for authorised users
Literature
1.
go back to reference Buehler JW, Berkelman RL, Hartley DM, Peters CJ: Syndromic surveillance and bioterrorism-related epidemics. Emerging Infectious Diseases. 2003, 9 (Suppl 10): 1197-1204.CrossRefPubMedPubMedCentral Buehler JW, Berkelman RL, Hartley DM, Peters CJ: Syndromic surveillance and bioterrorism-related epidemics. Emerging Infectious Diseases. 2003, 9 (Suppl 10): 1197-1204.CrossRefPubMedPubMedCentral
2.
go back to reference Heffernan R, Mostashari F, Das D, Karpati A, Kulldorff M, Weiss D: Syndromic surveillance in public health practice, New York City. Emerging Infectious Diseases. 2004, 10 (Suppl 5): 858-864.CrossRefPubMed Heffernan R, Mostashari F, Das D, Karpati A, Kulldorff M, Weiss D: Syndromic surveillance in public health practice, New York City. Emerging Infectious Diseases. 2004, 10 (Suppl 5): 858-864.CrossRefPubMed
3.
go back to reference Yuan CM, Love S, Wilson M: Syndromic surveillance at hospital emergency departments - southeastern Virginia. Morbidity and Mortality Weekly Report. 2004, 53: 56-8. Yuan CM, Love S, Wilson M: Syndromic surveillance at hospital emergency departments - southeastern Virginia. Morbidity and Mortality Weekly Report. 2004, 53: 56-8.
4.
go back to reference Muscatello D, Churches T, Kaldor J, Zheng W, Chiu C, Correll P, Jorm L: An automated, broad-based, near real-time public health surveillance system using presentations to hospital emergency departments in New South Wales, Australia. BMC Public Health. 2005, 5: 141-10.1186/1471-2458-5-141.CrossRefPubMedPubMedCentral Muscatello D, Churches T, Kaldor J, Zheng W, Chiu C, Correll P, Jorm L: An automated, broad-based, near real-time public health surveillance system using presentations to hospital emergency departments in New South Wales, Australia. BMC Public Health. 2005, 5: 141-10.1186/1471-2458-5-141.CrossRefPubMedPubMedCentral
5.
go back to reference Hope K, Merritt T, Eastwood K, Main K, Durrheim DN, Muscatello D, Todd K, Zheng W: The public health value of emergency department syndromic surveillance following a natural disaster. Communicable Diseases Intelligence. 2008, 32 (Suppl 1): 92-4. Hope K, Merritt T, Eastwood K, Main K, Durrheim DN, Muscatello D, Todd K, Zheng W: The public health value of emergency department syndromic surveillance following a natural disaster. Communicable Diseases Intelligence. 2008, 32 (Suppl 1): 92-4.
6.
go back to reference Wu TS, Shih FY, Yen MY, Wu JS, Lu SW, Chang KC, Hsiung C, Chou JH, Chu YT, Chang H, Chiu CH, Tsui FC, Wagner MM, Su IJ, King CC: Establishing a nationwide emergency department-based syndromic surveillance system for better public health responses in Taiwan. BMC Public Health. 2008, 8: 18-10.1186/1471-2458-8-18.CrossRefPubMedPubMedCentral Wu TS, Shih FY, Yen MY, Wu JS, Lu SW, Chang KC, Hsiung C, Chou JH, Chu YT, Chang H, Chiu CH, Tsui FC, Wagner MM, Su IJ, King CC: Establishing a nationwide emergency department-based syndromic surveillance system for better public health responses in Taiwan. BMC Public Health. 2008, 8: 18-10.1186/1471-2458-8-18.CrossRefPubMedPubMedCentral
7.
go back to reference Bourgeois FT, Olson KL, Brownstein JS, McAdam AJ, Mandl KD: Validation of syndromic surveillance for respiratory infections. Annals of Emergency Medicine. 2006, 47 (Suppl 3): 265-271.PubMed Bourgeois FT, Olson KL, Brownstein JS, McAdam AJ, Mandl KD: Validation of syndromic surveillance for respiratory infections. Annals of Emergency Medicine. 2006, 47 (Suppl 3): 265-271.PubMed
8.
go back to reference Zheng W, Aitken R, Muscatello D, Churches T: Potential for early warning of viral influenza activity in the community by monitoring clinical diagnoses of influenza in hospital emergency departments. BMC Public Health. 2007, 7: 250-10.1186/1471-2458-7-250.CrossRefPubMedPubMedCentral Zheng W, Aitken R, Muscatello D, Churches T: Potential for early warning of viral influenza activity in the community by monitoring clinical diagnoses of influenza in hospital emergency departments. BMC Public Health. 2007, 7: 250-10.1186/1471-2458-7-250.CrossRefPubMedPubMedCentral
9.
go back to reference Wijngaard C, Asten L, Wilfrid P, Nagelkerke N, Verheij R, Neeling A, Dekkers A, Sande M, Vliet H, Koopmans M: Validation of syndromic surveillance for respiratory pathogen activity. Emerging Infectious Diseases. 2008, 14 (Suppl 6): 917-925. 10.3201/eid1406.071467.CrossRefPubMedPubMedCentral Wijngaard C, Asten L, Wilfrid P, Nagelkerke N, Verheij R, Neeling A, Dekkers A, Sande M, Vliet H, Koopmans M: Validation of syndromic surveillance for respiratory pathogen activity. Emerging Infectious Diseases. 2008, 14 (Suppl 6): 917-925. 10.3201/eid1406.071467.CrossRefPubMedPubMedCentral
10.
go back to reference Cooper DL, Smith GE, Edmunds WJ, Joseph C, Gerard E, George RC: The contribution of respiratory pathogens to the seasonality of NHS Direct calls. Journal of Infection. 2007, 55 (Suppl 3): 240-248. 10.1016/j.jinf.2007.04.353.CrossRefPubMed Cooper DL, Smith GE, Edmunds WJ, Joseph C, Gerard E, George RC: The contribution of respiratory pathogens to the seasonality of NHS Direct calls. Journal of Infection. 2007, 55 (Suppl 3): 240-248. 10.1016/j.jinf.2007.04.353.CrossRefPubMed
11.
go back to reference Muller-Pebody B, Edmunds WJ, Zambon MC, Gay NJ, Crowcroft NS: Contribution of RSV to bronchiolitis and pneumonia-associated hospitalizations in English children, April 1995-March 1998. Epidemiology and Infection. 2002, 129: 99-106. 10.1017/S095026880200729X.CrossRefPubMedPubMedCentral Muller-Pebody B, Edmunds WJ, Zambon MC, Gay NJ, Crowcroft NS: Contribution of RSV to bronchiolitis and pneumonia-associated hospitalizations in English children, April 1995-March 1998. Epidemiology and Infection. 2002, 129: 99-106. 10.1017/S095026880200729X.CrossRefPubMedPubMedCentral
12.
go back to reference Shay DK, Holman RC, Newman RD, Liu LL, Stout JW, Anderson LJ: Bronhiolitis-associated hospitalizations among US children, 1980-1996. JAMA: The Journal of the American Medical Association. 1999, 282 (Suppl 15): 1440-1446. 10.1001/jama.282.15.1440.CrossRefPubMed Shay DK, Holman RC, Newman RD, Liu LL, Stout JW, Anderson LJ: Bronhiolitis-associated hospitalizations among US children, 1980-1996. JAMA: The Journal of the American Medical Association. 1999, 282 (Suppl 15): 1440-1446. 10.1001/jama.282.15.1440.CrossRefPubMed
13.
go back to reference Hashem M, Hall CB: Respiratory syncytial virus in healthy adults: the cost of a cold. Journal of Clinical Virology: the official publication of the Pan American Society for Clinical Virology. 2003, 27: 14-21.CrossRef Hashem M, Hall CB: Respiratory syncytial virus in healthy adults: the cost of a cold. Journal of Clinical Virology: the official publication of the Pan American Society for Clinical Virology. 2003, 27: 14-21.CrossRef
14.
go back to reference Upshur REG, Moineddin R, Crighton EJ, Mamdani M: Interactions of viral pathogens on hospital admissions for pneumonia, croup and chronic obstructive pulmonary diseases: results of a multivariate time-series analysis. Epidemiology and Infection. 2006, 134: 1174-1178. 10.1017/S0950268806006236.CrossRefPubMedPubMedCentral Upshur REG, Moineddin R, Crighton EJ, Mamdani M: Interactions of viral pathogens on hospital admissions for pneumonia, croup and chronic obstructive pulmonary diseases: results of a multivariate time-series analysis. Epidemiology and Infection. 2006, 134: 1174-1178. 10.1017/S0950268806006236.CrossRefPubMedPubMedCentral
15.
go back to reference Hu JJ, Kao CL, Lee PI, Chen CM, Lee CY, Lu CY, Huang LM: Clinical features of influenza A and B in children and association with myositis. Journal of Microbiology, Immunology, and Infection. 2004, 37 (Suppl 2): 95-8.PubMed Hu JJ, Kao CL, Lee PI, Chen CM, Lee CY, Lu CY, Huang LM: Clinical features of influenza A and B in children and association with myositis. Journal of Microbiology, Immunology, and Infection. 2004, 37 (Suppl 2): 95-8.PubMed
16.
go back to reference Arostegi Kareaga N, Montes M, Perez-Yarza EG, Sardon O, Vicente D, Cilla G: Clinical characteristics of children hospitalized for influenza virus infection. Anales de Pediatria. 2005, 62 (Suppl 1): 5-12. 10.1157/13070174.CrossRefPubMed Arostegi Kareaga N, Montes M, Perez-Yarza EG, Sardon O, Vicente D, Cilla G: Clinical characteristics of children hospitalized for influenza virus infection. Anales de Pediatria. 2005, 62 (Suppl 1): 5-12. 10.1157/13070174.CrossRefPubMed
17.
go back to reference New South Wales Department of Health: Notification of Infectious Diseases under the Public Health Act. 1991 New South Wales Department of Health: Notification of Infectious Diseases under the Public Health Act. 1991
18.
go back to reference Centre for Epidemiology and Research NSW Department of Health: Health Outcome Information Statistical Toolkits. Centre for Epidemiology and Research NSW Department of Health: Health Outcome Information Statistical Toolkits.
19.
go back to reference Dominici F, McDermott A, Zeger SL, Samet JM: On the use of generalized additive models in time-series studies of air pollution and health. American Journal of Epidemiology. 2002, 156 (Suppl 3): 193-203. 10.1093/aje/kwf062.CrossRefPubMed Dominici F, McDermott A, Zeger SL, Samet JM: On the use of generalized additive models in time-series studies of air pollution and health. American Journal of Epidemiology. 2002, 156 (Suppl 3): 193-203. 10.1093/aje/kwf062.CrossRefPubMed
20.
go back to reference Ramsay TO, Burnett RT, Krewski D: The effect of concurvity in generalized additive models linking mortality to ambient particulate matter. Epidemiology. 2003, 14 (Suppl 1): 18-23. 10.1097/00001648-200301000-00009.CrossRefPubMed Ramsay TO, Burnett RT, Krewski D: The effect of concurvity in generalized additive models linking mortality to ambient particulate matter. Epidemiology. 2003, 14 (Suppl 1): 18-23. 10.1097/00001648-200301000-00009.CrossRefPubMed
21.
go back to reference Hastie T, Tibshirani R: Generalized Additive Models. 1990, London: Chapman and Hall Hastie T, Tibshirani R: Generalized Additive Models. 1990, London: Chapman and Hall
22.
go back to reference Mangtani P, Hajat S, Kovats S, Wilkinson P, Armstrong B: The association of respiratory syncytial virus infection and influenza with emergency admissions for respiratory disease in London: An analysis of routine surveillance data. Clinical Infectious Diseases. 2006, 42 (5): 640-646. 10.1086/499810.CrossRefPubMed Mangtani P, Hajat S, Kovats S, Wilkinson P, Armstrong B: The association of respiratory syncytial virus infection and influenza with emergency admissions for respiratory disease in London: An analysis of routine surveillance data. Clinical Infectious Diseases. 2006, 42 (5): 640-646. 10.1086/499810.CrossRefPubMed
23.
go back to reference Schwartz J: Air pollution and hospital admissions for heart disease in eight U.S. counties. Epidemiology. 1999, 10 (Suppl 1): 17-22.CrossRefPubMed Schwartz J: Air pollution and hospital admissions for heart disease in eight U.S. counties. Epidemiology. 1999, 10 (Suppl 1): 17-22.CrossRefPubMed
24.
go back to reference Katsouyanni K, Touloumi G, Samoli E, Gryparis A, Tertre AL, Monopolis Y, Giuseppe R, Zmirou D, Ballester F, Boumghar A, Anderson HR, Wojtyniak B, Paldy A, Braunstein R, Pekkanen J, Schindler C, Schwartz J: Confounding and effect modification in the short-term effects of ambient particles on total mortality: results from 29 European cities within the APHEA2 project. Epidemiology. 2001, 12 (Suppl 5): 521-531. 10.1097/00001648-200109000-00011.CrossRefPubMed Katsouyanni K, Touloumi G, Samoli E, Gryparis A, Tertre AL, Monopolis Y, Giuseppe R, Zmirou D, Ballester F, Boumghar A, Anderson HR, Wojtyniak B, Paldy A, Braunstein R, Pekkanen J, Schindler C, Schwartz J: Confounding and effect modification in the short-term effects of ambient particles on total mortality: results from 29 European cities within the APHEA2 project. Epidemiology. 2001, 12 (Suppl 5): 521-531. 10.1097/00001648-200109000-00011.CrossRefPubMed
25.
go back to reference Samet JM, Dominici F, Curriero FC, Coursac I, Zeger SL: Fine particulate air pollution and mortality in 20 U.S. cities, 1987-1994. The New England Journal of Medicine. 2000, 343 (Suppl 24): 1742-1749. 10.1056/NEJM200012143432401.CrossRefPubMed Samet JM, Dominici F, Curriero FC, Coursac I, Zeger SL: Fine particulate air pollution and mortality in 20 U.S. cities, 1987-1994. The New England Journal of Medicine. 2000, 343 (Suppl 24): 1742-1749. 10.1056/NEJM200012143432401.CrossRefPubMed
26.
go back to reference Metzger KB, Tolbert PE, Klein M, Peel JL, Flanders WD, Todd K, Mulholland JA, Ryan PB, Frumkin H: Ambient air pollution and cardiovascular emergency department visits. Epidemiology. 2004, 15 (Suppl 1): 46-56. 10.1097/01.EDE.0000101748.28283.97.CrossRefPubMed Metzger KB, Tolbert PE, Klein M, Peel JL, Flanders WD, Todd K, Mulholland JA, Ryan PB, Frumkin H: Ambient air pollution and cardiovascular emergency department visits. Epidemiology. 2004, 15 (Suppl 1): 46-56. 10.1097/01.EDE.0000101748.28283.97.CrossRefPubMed
27.
go back to reference Fung KY, Krewski D, Chen Y, Burnett R, Cakmak S: Comparison of time series and case-crossover analyses of air pollution and hospital admission data. International Journal of Epidemiology. 2003, 32 (Suppl 6): 1064-1070. 10.1093/ije/dyg246.CrossRefPubMed Fung KY, Krewski D, Chen Y, Burnett R, Cakmak S: Comparison of time series and case-crossover analyses of air pollution and hospital admission data. International Journal of Epidemiology. 2003, 32 (Suppl 6): 1064-1070. 10.1093/ije/dyg246.CrossRefPubMed
28.
go back to reference Schwartz J, Spix C, Touloumi G, Bacharova L, Barumamdzadeh T, Tertre A, Piekarksi T, Leon A, Ponka A, Rossi G, Saez M, Schouten J: Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions. Journal of Epidemiology and Community Health. 1996, 50 (Suppl 1): S3-S11. 10.1136/jech.50.Suppl_1.S3.CrossRefPubMedPubMedCentral Schwartz J, Spix C, Touloumi G, Bacharova L, Barumamdzadeh T, Tertre A, Piekarksi T, Leon A, Ponka A, Rossi G, Saez M, Schouten J: Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions. Journal of Epidemiology and Community Health. 1996, 50 (Suppl 1): S3-S11. 10.1136/jech.50.Suppl_1.S3.CrossRefPubMedPubMedCentral
Metadata
Title
Evaluation of alternative respiratory syndromes for specific syndromic surveillance of influenza and respiratory syncytial virus: a time series analysis
Authors
Suzanne K Schindeler
David J Muscatello
Mark J Ferson
Kris D Rogers
Paul Grant
Tim Churches
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2009
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/1471-2334-9-190

Other articles of this Issue 1/2009

BMC Infectious Diseases 1/2009 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.