Skip to main content
Top
Published in: BMC Infectious Diseases 1/2014

Open Access 01-12-2014 | Research article

Retrospective analysis of demographic and clinical factors associated with etiology of febrile respiratory illness among US military basic trainees

Authors: Damaris S Padin, Dennis Faix, Stephanie Brodine, Hector Lemus, Anthony Hawksworth, Shannon Putnam, Patrick Blair

Published in: BMC Infectious Diseases | Issue 1/2014

Login to get access

Abstract

Background

Basic trainees in the US military have historically been vulnerable to respiratory infections. Adenovirus and influenza are the most common etiological agents responsible for febrile respiratory illness (FRI) among trainees and present with similar clinical signs and symptoms. Identifying demographic and clinical factors associated with the primary viral pathogens causing FRI epidemics among trainees will help improve differential diagnosis and allow for appropriate distribution of antiviral medications. The objective of this study was to determine what demographic and clinical factors are associated with influenza and adenovirus among military trainees.

Methods

Specimens were systematically collected from military trainees meeting FRI case definition (fever ≥38.0°C with either cough or sore throat; or provider-diagnosed pneumonia) at eight basic training centers in the USA. PCR and/or cell culture testing for respiratory pathogens were performed on specimens. Interviewer-administered questionnaires collected information on patient demographic and clinical factors. Polychotomous logistic regression was employed to assess the association between these factors and FRI outcome categories: laboratory-confirmed adenovirus, influenza, or other FRI. Sensitivity, specificity, positive and negative predictive value were calculated for individual predictors and clinical combinations of predictors.

Results

Among 21,570 FRI cases sampled between 2004 and 2009, 63.6% were laboratory-confirmed adenovirus cases and 6.6% were laboratory-confirmed influenza cases. Subjects were predominantly young men (86.8% men; mean age 20.8 ± 3.8 years) from Fort Jackson (18.8%), Great Lakes (17.1%), Fort Leonard Wood (16.3%), Marine Corps Recruit Depot (MCRD) San Diego (19.0%), Fort Benning (13.3%), Lackland (7.5%), MCRD Parris Island (8.7%), and Cape May (3.2%). The best multivariate predictors of adenovirus were the combination of sore throat (odds ratio [OR], 2.94; 95% confidence interval [CI], 2.66-3.25), cough (OR, 2.33; 95% CI, 2.11-2.57), and fever (OR, 2.07; 95% CI, 1.90-2.26) with a PPV of 77% (p ≤.05). A combination of cough, fever, training week 0-2 and acute onset were most predictive of influenza (PPV =38%; p ≤ .05).

Conclusions

Specific demographic and clinical factors were associated with laboratory-confirmed influenza and adenovirus among military trainees. Findings from this study can guide clinicians in the diagnosis and treatment of military trainees presenting with FRI.
Appendix
Available only for authorised users
Literature
1.
go back to reference Hilleman MR: Epidemiology of adenovirus respiratory infections in military recruit populations. Ann N Y Acad Sci. 1957, 67 (8): 262-272. 10.1111/j.1749-6632.1957.tb46049.x.CrossRefPubMed Hilleman MR: Epidemiology of adenovirus respiratory infections in military recruit populations. Ann N Y Acad Sci. 1957, 67 (8): 262-272. 10.1111/j.1749-6632.1957.tb46049.x.CrossRefPubMed
2.
go back to reference Artenstein AW, Opal JM, Opal SM, Tramont EC, Peter G, Russell PK: History of U.S. military contributions to the study of vaccines against infectious diseases. Mil Med. 2005, 170 (4 Suppl): 3-11.CrossRefPubMed Artenstein AW, Opal JM, Opal SM, Tramont EC, Peter G, Russell PK: History of U.S. military contributions to the study of vaccines against infectious diseases. Mil Med. 2005, 170 (4 Suppl): 3-11.CrossRefPubMed
3.
go back to reference Gray GC, Callahan JD, Hawksworth AW, Fisher CA, Gaydos JC: Respiratory diseases among U.S. military personnel: countering emerging threats. Emerg Infect Dis. 1999, 5 (3): 379-385. 10.3201/eid0503.990308.CrossRefPubMedPubMedCentral Gray GC, Callahan JD, Hawksworth AW, Fisher CA, Gaydos JC: Respiratory diseases among U.S. military personnel: countering emerging threats. Emerg Infect Dis. 1999, 5 (3): 379-385. 10.3201/eid0503.990308.CrossRefPubMedPubMedCentral
4.
go back to reference Russell KL: Respiratory Infections in Military Recruits. Textbooks of Military Medicine: Recruit Medicine. Edited by: DeKoning BI. 2006, Bordon Institute, Washington, DC, 227-253. Russell KL: Respiratory Infections in Military Recruits. Textbooks of Military Medicine: Recruit Medicine. Edited by: DeKoning BI. 2006, Bordon Institute, Washington, DC, 227-253.
5.
go back to reference Puzelli S, Valdarchi C, Ciotti M, Dorrucci M, Farchi F, Babakir-Mina M, Perno CF, Donatelli I, Rezza G: Viral causes of influenza-like illness: insight from a study during the winters 2004-2007. J Med Virol. 2009, 81 (12): 2066-2071. 10.1002/jmv.21610.CrossRefPubMed Puzelli S, Valdarchi C, Ciotti M, Dorrucci M, Farchi F, Babakir-Mina M, Perno CF, Donatelli I, Rezza G: Viral causes of influenza-like illness: insight from a study during the winters 2004-2007. J Med Virol. 2009, 81 (12): 2066-2071. 10.1002/jmv.21610.CrossRefPubMed
6.
go back to reference Boivin G, Hardy I, Tellier G, Maziade J: Predicting influenza infections during epidemics with use of a clinical case definition. Clin Infect Dis. 2000, 31 (5): 1166-1169. 10.1086/317425.CrossRefPubMed Boivin G, Hardy I, Tellier G, Maziade J: Predicting influenza infections during epidemics with use of a clinical case definition. Clin Infect Dis. 2000, 31 (5): 1166-1169. 10.1086/317425.CrossRefPubMed
7.
go back to reference Peltola V, Reunanen T, Ziegler T, Silvennoinen H, Heikkinen T: Accuracy of clinical diagnosis of influenza in outpatient children. Clin Infect Dis. 2005, 41 (8): 1198-1200. 10.1086/444508.CrossRefPubMed Peltola V, Reunanen T, Ziegler T, Silvennoinen H, Heikkinen T: Accuracy of clinical diagnosis of influenza in outpatient children. Clin Infect Dis. 2005, 41 (8): 1198-1200. 10.1086/444508.CrossRefPubMed
8.
go back to reference Lee VJ, Yap J, Cook AR, Tan CH, Loh JP, Koh WH, Lim EA, Liaw JC, Chew JS, Hossain I, Chan KW, Ting PJ, Ng SH, Gao Q, Kelly PM, Chen MI, Tambyah PA, Tan BH: A clinical diagnostic model for predicting influenza among young adult military personnel with febrile respiratory illness in Singapore. PLoS One. 2011, 6 (3): e17468-10.1371/journal.pone.0017468.CrossRefPubMedPubMedCentral Lee VJ, Yap J, Cook AR, Tan CH, Loh JP, Koh WH, Lim EA, Liaw JC, Chew JS, Hossain I, Chan KW, Ting PJ, Ng SH, Gao Q, Kelly PM, Chen MI, Tambyah PA, Tan BH: A clinical diagnostic model for predicting influenza among young adult military personnel with febrile respiratory illness in Singapore. PLoS One. 2011, 6 (3): e17468-10.1371/journal.pone.0017468.CrossRefPubMedPubMedCentral
9.
go back to reference Kasper MR, Wierzba TF, Sovann L, Blair PJ, Putnam SD: Evaluation of an influenza-like illness case definition in the diagnosis of influenza among patients with acute febrile illness in Cambodia. BMC Infect Dis. 2010, 10: 320-10.1186/1471-2334-10-320.CrossRefPubMedPubMedCentral Kasper MR, Wierzba TF, Sovann L, Blair PJ, Putnam SD: Evaluation of an influenza-like illness case definition in the diagnosis of influenza among patients with acute febrile illness in Cambodia. BMC Infect Dis. 2010, 10: 320-10.1186/1471-2334-10-320.CrossRefPubMedPubMedCentral
10.
go back to reference Gray GC, McCarthy T, Lebeck MG, Schnurr DP, Russell KL, Kajon AE, Landry ML, Leland DS, Storch GA, Ginocchio CC, Robinson CC, Demmler GJ, Saubolle MA, Kehl SC, Selvarangan R, Miller MB, Chappell JD, Zerr DM, Kiska DL, Halstead DC, Capuano AW, Setterquist SF, Chorazy ML, Dawson JD, Erdman DD: Genotype prevalence and risk factors for severe clinical adenovirus infection, United States 2004-2006. Clin Infect Dis. 2007, 45 (9): 1120-1131. 10.1086/522188.CrossRefPubMedPubMedCentral Gray GC, McCarthy T, Lebeck MG, Schnurr DP, Russell KL, Kajon AE, Landry ML, Leland DS, Storch GA, Ginocchio CC, Robinson CC, Demmler GJ, Saubolle MA, Kehl SC, Selvarangan R, Miller MB, Chappell JD, Zerr DM, Kiska DL, Halstead DC, Capuano AW, Setterquist SF, Chorazy ML, Dawson JD, Erdman DD: Genotype prevalence and risk factors for severe clinical adenovirus infection, United States 2004-2006. Clin Infect Dis. 2007, 45 (9): 1120-1131. 10.1086/522188.CrossRefPubMedPubMedCentral
11.
go back to reference Faix DJ, Houng HS, Gaydos JC, Liu SK, Connors JT, Brown X, Asher LV, Vaughn DW, Binn LN: Evaluation of a rapid quantitative diagnostic test for adenovirus type 4. Clin Infect Dis. 2004, 38 (3): 391-397. 10.1086/380972.CrossRefPubMed Faix DJ, Houng HS, Gaydos JC, Liu SK, Connors JT, Brown X, Asher LV, Vaughn DW, Binn LN: Evaluation of a rapid quantitative diagnostic test for adenovirus type 4. Clin Infect Dis. 2004, 38 (3): 391-397. 10.1086/380972.CrossRefPubMed
12.
go back to reference Russell KL, Hawksworth AW, Ryan MA, Strickler J, Irvine M, Hansen CJ, Gray GC, Gaydos JC: Vaccine-preventable adenoviral respiratory illness in US military recruits, 1999-2004. Vaccine. 2006, 24 (15): 2835-2842. 10.1016/j.vaccine.2005.12.062.CrossRefPubMedPubMedCentral Russell KL, Hawksworth AW, Ryan MA, Strickler J, Irvine M, Hansen CJ, Gray GC, Gaydos JC: Vaccine-preventable adenoviral respiratory illness in US military recruits, 1999-2004. Vaccine. 2006, 24 (15): 2835-2842. 10.1016/j.vaccine.2005.12.062.CrossRefPubMedPubMedCentral
13.
go back to reference Sivan AV, Lee T, Binn LN, Gaydos JC: Adenovirus-associated acute respiratory disease in healthy adolescents and adults: a literature review. Mil Med. 2007, 172 (11): 1198-1203.CrossRefPubMed Sivan AV, Lee T, Binn LN, Gaydos JC: Adenovirus-associated acute respiratory disease in healthy adolescents and adults: a literature review. Mil Med. 2007, 172 (11): 1198-1203.CrossRefPubMed
14.
go back to reference Grayston JT, Woolridge RL, Loosli CG, Gundelfinger BF, Johnston PB, Pierce WE: Adenovirus infections in naval recruits. J Infect Dis. 1959, 104 (1): 61-70. 10.1093/infdis/104.1.61.CrossRefPubMed Grayston JT, Woolridge RL, Loosli CG, Gundelfinger BF, Johnston PB, Pierce WE: Adenovirus infections in naval recruits. J Infect Dis. 1959, 104 (1): 61-70. 10.1093/infdis/104.1.61.CrossRefPubMed
15.
go back to reference van Elden LJ, Nijhuis M, Schipper P, Schuurman R, van Loon AM: Simultaneous detection of influenza viruses A and B using real-time quantitative PCR. J Clin Microbiol. 2001, 39 (1): 196-200. 10.1128/JCM.39.1.196-200.2001.CrossRefPubMedPubMedCentral van Elden LJ, Nijhuis M, Schipper P, Schuurman R, van Loon AM: Simultaneous detection of influenza viruses A and B using real-time quantitative PCR. J Clin Microbiol. 2001, 39 (1): 196-200. 10.1128/JCM.39.1.196-200.2001.CrossRefPubMedPubMedCentral
16.
go back to reference Schmidt-Schläpfer G, Liese JG, Porter F, Stojanov S, Just M, Belohradsky BH: Polymerase chain reaction (PCR) compared with conventional identification in culture for detection of Bordetella pertussis in 7153 children. Clin Microbiol Infect. 1997, 3 (4): 462-467. 10.1111/j.1469-0691.1997.tb00283.x.CrossRefPubMed Schmidt-Schläpfer G, Liese JG, Porter F, Stojanov S, Just M, Belohradsky BH: Polymerase chain reaction (PCR) compared with conventional identification in culture for detection of Bordetella pertussis in 7153 children. Clin Microbiol Infect. 1997, 3 (4): 462-467. 10.1111/j.1469-0691.1997.tb00283.x.CrossRefPubMed
17.
go back to reference McNeill KM, Vaughn BL, Brundage MB, Yuanzhang L, Poropatich RK, Gaydos JC: Clinical presentations for influenza and influenza-like illness in young, immunized soldiers. Mil Med. 2005, 170 (1): 94-97.CrossRefPubMed McNeill KM, Vaughn BL, Brundage MB, Yuanzhang L, Poropatich RK, Gaydos JC: Clinical presentations for influenza and influenza-like illness in young, immunized soldiers. Mil Med. 2005, 170 (1): 94-97.CrossRefPubMed
18.
go back to reference Monto A, Gravenstein S, Elliot M, Colopy M, Schweinle J: Clinical signs and symptoms predicting influenza infection. Arch Intern Med. 2000, 160: 3243-3247. 10.1001/archinte.160.21.3243.CrossRefPubMed Monto A, Gravenstein S, Elliot M, Colopy M, Schweinle J: Clinical signs and symptoms predicting influenza infection. Arch Intern Med. 2000, 160: 3243-3247. 10.1001/archinte.160.21.3243.CrossRefPubMed
19.
go back to reference Crum-Cianflone NF, Blair PJ, Faix D, Arnold J, Echols S, Sherman SS, Tueller JE, Warkentien T, Sanguineti G, Bavaro M, Hale BR: Clinical and epidemiologic characteristics of an outbreak of novel H1N1 (swine origin) influenza A virus among United States military beneficiaries. Clin Infect Dis. 2009, 49 (12): 1801-1810. 10.1086/648508.CrossRefPubMedPubMedCentral Crum-Cianflone NF, Blair PJ, Faix D, Arnold J, Echols S, Sherman SS, Tueller JE, Warkentien T, Sanguineti G, Bavaro M, Hale BR: Clinical and epidemiologic characteristics of an outbreak of novel H1N1 (swine origin) influenza A virus among United States military beneficiaries. Clin Infect Dis. 2009, 49 (12): 1801-1810. 10.1086/648508.CrossRefPubMedPubMedCentral
20.
go back to reference Brosch L, Tchandja J, Marconi V, Rasnake M, Prakash V, McKnight T, Bunning M: Adenovirus serotype 14 pneumonia at a basic military training site in the United States, spring 2007: a case series. Mil Med. 2009, 174 (12): 1295-1299. 10.7205/MILMED-D-03-0208.CrossRefPubMed Brosch L, Tchandja J, Marconi V, Rasnake M, Prakash V, McKnight T, Bunning M: Adenovirus serotype 14 pneumonia at a basic military training site in the United States, spring 2007: a case series. Mil Med. 2009, 174 (12): 1295-1299. 10.7205/MILMED-D-03-0208.CrossRefPubMed
21.
go back to reference Update: swine influenza A (H1N1) infections-California and Texas, April 2009. MMWR Morb Mortal Wkly Rep. 2009, 58 (16): 435-437. Update: swine influenza A (H1N1) infections-California and Texas, April 2009. MMWR Morb Mortal Wkly Rep. 2009, 58 (16): 435-437.
22.
go back to reference Ryan MAK, Gray GC, Smith B, McKeehan JA, Hawksworth AW, Malasig MD: Large epidemic of respiratory illness due to adenovirus types 7 and 3 in healthy young adults. Clin Infect Dis. 2002, 34 (5): 577-582. 10.1086/338471.CrossRefPubMed Ryan MAK, Gray GC, Smith B, McKeehan JA, Hawksworth AW, Malasig MD: Large epidemic of respiratory illness due to adenovirus types 7 and 3 in healthy young adults. Clin Infect Dis. 2002, 34 (5): 577-582. 10.1086/338471.CrossRefPubMed
23.
go back to reference Sanchez JL, Binn LN, Innis BL, Reynolds RD, Lee T, Mitchell-Raymundo F, Craig SC, Marquez JP, Shepherd GA, Polyak CS, Conolly J, Kohlhase KF: Epidemic of adenovirus-induced respiratory illness among US military recruits: epidemiologic and immunologic risk factors in healthy, young adults. J Med Virol. 2001, 65 (4): 710-718. 10.1002/jmv.2095.CrossRefPubMed Sanchez JL, Binn LN, Innis BL, Reynolds RD, Lee T, Mitchell-Raymundo F, Craig SC, Marquez JP, Shepherd GA, Polyak CS, Conolly J, Kohlhase KF: Epidemic of adenovirus-induced respiratory illness among US military recruits: epidemiologic and immunologic risk factors in healthy, young adults. J Med Virol. 2001, 65 (4): 710-718. 10.1002/jmv.2095.CrossRefPubMed
24.
go back to reference Blake GH, Abell TD, Stanley WG: Cigarette smoking and upper respiratory infection among recruits in basic combat training. Ann Intern Med. 1988, 109 (3): 198-202. 10.7326/0003-4819-109-3-198.CrossRefPubMed Blake GH, Abell TD, Stanley WG: Cigarette smoking and upper respiratory infection among recruits in basic combat training. Ann Intern Med. 1988, 109 (3): 198-202. 10.7326/0003-4819-109-3-198.CrossRefPubMed
25.
go back to reference Tate JE, Bunning ML, Lott L, Lu X, Su J, Metzgar D, Brosch L, Panozzo CA, Marconi VC, Faix DJ, Prill M, Johnson B, Erdman DD, Fonseca V, Anderson LJ, Widdowson MA: Outbreak of severe respiratory disease associated with emergent human adenovirus serotype 14 at a US Air Force training facility in 2007. J Infect Dis. 2009, 199 (10): 1419-1426. 10.1086/598520.CrossRefPubMed Tate JE, Bunning ML, Lott L, Lu X, Su J, Metzgar D, Brosch L, Panozzo CA, Marconi VC, Faix DJ, Prill M, Johnson B, Erdman DD, Fonseca V, Anderson LJ, Widdowson MA: Outbreak of severe respiratory disease associated with emergent human adenovirus serotype 14 at a US Air Force training facility in 2007. J Infect Dis. 2009, 199 (10): 1419-1426. 10.1086/598520.CrossRefPubMed
26.
go back to reference Kolavic-Gray SA, Binn LN, Sanchez JL, Cersovsky SB, Polyak CS, Mitchell-Raymundo F, Asher LV, Vaughn DW, Feighner BH, Innis BL: Large epidemic of adenovirus type 4 infection among military trainees: epidemiological, clinical, and laboratory studies. Clin Infect Dis. 2002, 35 (7): 808-818. 10.1086/342573.CrossRefPubMed Kolavic-Gray SA, Binn LN, Sanchez JL, Cersovsky SB, Polyak CS, Mitchell-Raymundo F, Asher LV, Vaughn DW, Feighner BH, Innis BL: Large epidemic of adenovirus type 4 infection among military trainees: epidemiological, clinical, and laboratory studies. Clin Infect Dis. 2002, 35 (7): 808-818. 10.1086/342573.CrossRefPubMed
27.
go back to reference Rosenbaum MJ, Edwards EA, Frank PF, Pierce WE, Crawford YE, Miller LF: Epidemiology and prevention of acute respiratory disease in naval recruits. I. Ten years' experience with microbial agents isolated from naval recruits with acute respiratory disease. Am J Public Health Nations Health. 1965, 55: 38-46. 10.2105/AJPH.55.1.38.CrossRefPubMedPubMedCentral Rosenbaum MJ, Edwards EA, Frank PF, Pierce WE, Crawford YE, Miller LF: Epidemiology and prevention of acute respiratory disease in naval recruits. I. Ten years' experience with microbial agents isolated from naval recruits with acute respiratory disease. Am J Public Health Nations Health. 1965, 55: 38-46. 10.2105/AJPH.55.1.38.CrossRefPubMedPubMedCentral
Metadata
Title
Retrospective analysis of demographic and clinical factors associated with etiology of febrile respiratory illness among US military basic trainees
Authors
Damaris S Padin
Dennis Faix
Stephanie Brodine
Hector Lemus
Anthony Hawksworth
Shannon Putnam
Patrick Blair
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2014
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-014-0576-2

Other articles of this Issue 1/2014

BMC Infectious Diseases 1/2014 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
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.