Home LiteratureArticle Details
PMID: 19664979 Published · ppublish English Evaluation Study Journal Article Research Support, Non-U.S. Gov't

Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans.

Cell host & microbe ·Vol. 6 ·No. 3 ·2009-09-17 ·Pages 207-17

Zaas AK, Chen M, Varkey J, Veldman T, Hero AO, Lucas J, Huang Y, Turner R, Gilbert A, Lambkin-Williams R, Øien NC, Nicholson B, Kingsmore S, Carin L, Woods CW, Ginsburg GS

Abstract

Acute respiratory infections (ARIs) are a common reason for seeking medical attention, and the threat of pandemic influenza will likely add to these numbers. Using human viral challenge studies with live rhinovirus, respiratory syncytial virus, and influenza A, we developed peripheral blood gene expression signatures that distinguish individuals with symptomatic ARIs from uninfected individuals with >95% accuracy. We validated this "acute respiratory viral" signature-encompassing genes with a known role in host defense against viral infections-across each viral challenge. We also validated the signature in an independently acquired data set for influenza A and classified infected individuals from healthy controls with 100% accuracy. In the same data set, we could also distinguish viral from bacterial ARIs (93% accuracy). These results demonstrate that ARIs induce changes in human peripheral blood gene expression that can be used to diagnose a viral etiology of respiratory infection and triage symptomatic individuals.

MeSH Terms
Blood Cells/metabolism,virology Cells, Cultured Cohort Studies Gene Expression Profiling/methods Humans Influenza A virus/physiology Influenza, Human/diagnosis,genetics,virology Respiratory Tract Infections/diagnosis,genetics,virology Virus Diseases/diagnosis,genetics,virology Virus Physiological Phenomena
Authors & Affiliations
16 authors, click to expand affiliations / ORCID
Zaas Aimee K
Division of Infectious Diseases and International Health, Department of Medicine, Duke University School of Medicine, Duke University, Durham, NC 27710, USA.
Chen Minhua
Varkey Jay
Veldman Timothy
Hero Alfred O
Lucas Joseph
Huang Yongsheng
Turner Ronald
Gilbert Anthony
Lambkin-Williams Robert
Øien N Christine
Nicholson Bradly
Kingsmore Stephen
Carin Lawrence
Woods Christopher W
Ginsburg Geoffrey S
References (45)
45 references, click to expand
  1. Chips with everything: DNA microarrays in infectious diseases.
    Lancet Infect Dis. 2004 Feb;4(2):100-11 PMID: 14871635
  2. Gene expression signatures of radiation response are specific, durable and accurate in mice and humans.
    PLoS One. 2008 Apr 02;3(4):e1912 PMID: 18382685
  3. Molecular signatures for diagnosis of infection: application of microarray technology.
    J Appl Microbiol. 2004;96(1):18-23 PMID: 14678155
  4. Frequency and natural history of rhinovirus infections in adults during autumn.
    J Clin Microbiol. 1997 Nov;35(11):2864-8 PMID: 9350748
  5. Relations among questionnaire and laboratory measures of rhinovirus infection.
    Eur Respir J. 2006 Aug;28(2):358-63 PMID: 16641127
  6. MAVS and MyD88 are essential for innate immunity but not cytotoxic T lymphocyte response against respiratory syncytial virus.
    Proc Natl Acad Sci U S A. 2008 Sep 16;105(37):14046-51 PMID: 18780793
  7. Real-time PCR compared to Binax NOW and cytospin-immunofluorescence for detection of influenza in hospitalized patients.
    J Clin Virol. 2008 Oct;43(2):148-51 PMID: 18639488
  8. Rhinovirus transmission within families with children: incidence of symptomatic and asymptomatic infections.
    J Infect Dis. 2008 Feb 1;197(3):382-9 PMID: 18248302
  9. Performance of Binax NOW Flu A and B and direct fluorescent assay in comparison with a composite of viral culture or reverse transcription polymerase chain reaction for detection of influenza infection during the 2006 to 2007 season.
    Diagn Microbiol Infect Dis. 2008 Oct;62(2):162-6 PMID: 18060723
  10. Insights into host responses against pathogens from transcriptional profiling.
    Nat Rev Microbiol. 2005 Apr;3(4):281-94 PMID: 15806094
  11. Gene expression patterns in blood leukocytes discriminate patients with acute infections.
    Blood. 2007 Mar 1;109(5):2066-77 PMID: 17105821
  12. Sequence analysis using logic regression.
    Genet Epidemiol. 2001;21 Suppl 1:S626-31 PMID: 11793751
  13. Identification of three interferon-inducible cellular enzymes that inhibit the replication of hepatitis C virus.
    J Virol. 2008 Feb;82(4):1665-78 PMID: 18077728
  14. Viral infection in adults hospitalized with community-acquired pneumonia: prevalence, pathogens, and presentation.
    Chest. 2008 Dec;134(6):1141-1148 PMID: 18689592
  15. Stereotyped and specific gene expression programs in human innate immune responses to bacteria.
    Proc Natl Acad Sci U S A. 2002 Jan 22;99(2):972-7 PMID: 11805339
  16. Gene expression signatures that predict radiation exposure in mice and humans.
    PLoS Med. 2007 Apr;4(4):e106 PMID: 17407386
  17. Effects of an experimentally induced rhinovirus cold on sleep, performance, and daytime alertness.
    Physiol Behav. 2000 Oct 1-15;71(1-2):75-81 PMID: 11134688
  18. Use of throat swab or saliva specimens for detection of respiratory viruses in children.
    Clin Infect Dis. 2008 Apr 1;46(7):e61-4 PMID: 18444806
  19. Comparing nose-throat swabs and nasopharyngeal aspirates collected from children with symptoms for respiratory virus identification using real-time polymerase chain reaction.
    Pediatrics. 2008 Sep;122(3):e615-20 PMID: 18725388
  20. A genomic approach to colon cancer risk stratification yields biologic insights into therapeutic opportunities.
    Proc Natl Acad Sci U S A. 2008 Dec 9;105(49):19432-7 PMID: 19050079
  21. Peripheral blood gene expression profiling for cardiovascular disease assessment.
    Genomic Med. 2007;1(3-4):105-12 PMID: 18923935
  22. Updated recommendations for safety-testing of viral inocula used in volunteer experiments on rhinovirus colds.
    Prog Med Virol. 1992;39:256-63 PMID: 1317600
  23. Detection of bacterial and yeast species with the Bactec 9120 automated system with routine use of aerobic, anaerobic, and fungal media.
    J Clin Microbiol. 2008 Dec;46(12):4029-33 PMID: 18923011
  24. High-Dimensional Sparse Factor Modeling: Applications in Gene Expression Genomics.
    J Am Stat Assoc. 2008 Dec 1;103(484):1438-1456 PMID: 21218139
  25. Modulation of the immune system by human rhinoviruses.
    Int Arch Allergy Immunol. 2007;142(1):1-10 PMID: 17016053
  26. Transmission of the common cold to volunteers under controlled conditions. I. The common cold as a clinical entity.
    AMA Arch Intern Med. 1958 Feb;101(2):267-78 PMID: 13497324
  27. Oseltamivir and influenza-related complications, hospitalization and healthcare expenditure in healthy adults and children.
    Expert Opin Pharmacother. 2008 Feb;9(2):151-61 PMID: 18201141
  28. Patterns of host genome-wide gene transcript abundance in the peripheral blood of patients with acute dengue hemorrhagic fever.
    J Infect Dis. 2007 Apr 15;195(8):1097-107 PMID: 17357045
  29. Rhinovirus and respiratory syncytial virus in wheezing children requiring emergency care. IgE and eosinophil analyses.
    Am J Respir Crit Care Med. 1999 Mar;159(3):785-90 PMID: 10051251
  30. Acute respiratory symptoms in adults in general practice.
    Fam Pract. 2004 Jun;21(3):317-23 PMID: 15128697
  31. Gene expression profiles during in vivo human rhinovirus infection: insights into the host response.
    Am J Respir Crit Care Med. 2008 Nov 1;178(9):962-8 PMID: 18658112
  32. Whole blood gene expression in infants with respiratory syncytial virus bronchiolitis.
    BMC Infect Dis. 2006 Dec 13;6:175 PMID: 17166282
  33. Respiratory viral infections drive chemokine expression and exacerbate the asthmatic response.
    J Allergy Clin Immunol. 2006 Aug;118(2):295-302; quiz 303-4 PMID: 16890750
  34. Pandemic and seasonal influenza: therapeutic challenges.
    Drug Discov Today. 2008 Jul;13(13-14):590-5 PMID: 18598914
  35. Diagnostic utility of BINAX NOW RSV--an evaluation of the diagnostic performance of BINAX NOW RSV in comparison with cell culture and direct immunofluorescence.
    Ann Clin Microbiol Antimicrob. 2006 Jun 06;5:13 PMID: 16756663
  36. The interferon-inducible protein viperin inhibits influenza virus release by perturbing lipid rafts.
    Cell Host Microbe. 2007 Aug 16;2(2):96-105 PMID: 18005724
  37. Bacterial pathogens modulate an apoptosis differentiation program in human neutrophils.
    Proc Natl Acad Sci U S A. 2003 Sep 16;100(19):10948-53 PMID: 12960399
  38. Gene expression signatures, clinicopathological features, and individualized therapy in breast cancer.
    JAMA. 2008 Apr 2;299(13):1574-87 PMID: 18387932
  39. An integrative approach to characterize disease-specific pathways and their coordination: a case study in cancer.
    BMC Genomics. 2008;9 Suppl 1:S12 PMID: 18366601
  40. Gene expression analysis of cardiovascular diseases: novel insights into biology and clinical applications.
    J Am Coll Cardiol. 2006 Jul 18;48(2):227-35 PMID: 16843168
  41. Ineffectiveness of intranasal zinc gluconate for prevention of experimental rhinovirus colds.
    Clin Infect Dis. 2001 Dec 1;33(11):1865-70 PMID: 11692298
  42. Natural and experimental rhinovirus infections of the lower respiratory tract.
    Am J Respir Crit Care Med. 1995 Oct;152(4 Pt 2):S46-52 PMID: 7551413
  43. Respiratory syncytial virus infection in elderly and high-risk adults.
    N Engl J Med. 2005 Apr 28;352(17):1749-59 PMID: 15858184
  44. Global gene expression profiling in whole-blood samples from individuals exposed to metal fumes.
    Environ Health Perspect. 2005 Feb;113(2):233-41 PMID: 15687063
  45. Viperin (cig5), an IFN-inducible antiviral protein directly induced by human cytomegalovirus.
    Proc Natl Acad Sci U S A. 2001 Dec 18;98(26):15125-30 PMID: 11752458
Article Info
Journal
Cell host & microbe
Abbr.
Cell Host Microbe
ISSN
1934-6069
Published
2009-09-17
Epub
2009-00-06
Pages
207-17
Language
English
Region
United States
NLM ID
101302316
PMCID
PMC2852511
Subset
IM
Grants
NIAID NIH HHS · U01 AI066569 · United States
NIAID NIH HHS · U01 AI066569-04 · United States
NICHD NIH HHS · U19 HD077693 · United States
Databases
GEO
Corrections
CommentIn
CommentIn
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com