Gene Expression Signatures Diagnose Influenza and Other Symptomatic Respiratory Viral Infections in Humans

被引:309
作者
Zaas, Aimee K. [1 ,2 ]
Chen, Minhua [3 ]
Varkey, Jay [2 ]
Veldman, Timothy [1 ]
Hero, Alfred O., III [4 ]
Lucas, Joseph [1 ]
Huang, Yongsheng [4 ]
Tumer, Ronald [5 ]
Gilbert, Anthony [6 ]
Lambkin-Williams, Robert [6 ]
Oien, N. Christine [1 ]
Nicholson, Bradly [7 ]
Kingsmore, Stephen [8 ]
Carin, Lawrence [3 ]
Woods, Christopher W. [1 ,2 ,7 ]
Ginsburg, Geoffrey S. [1 ]
机构
[1] Duke Univ, Inst Genome Sci & Policy, Durham, NC 27710 USA
[2] Duke Univ, Sch Med, Dept Med, Div Infect Dis & Int Hlth, Durham, NC 27710 USA
[3] Duke Univ, Dept Elect & Comp Engn, Durham, NC 27710 USA
[4] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[5] Univ Virginia, Sch Med, Charlottesville, VA 22904 USA
[6] Retroscreen Virol Ltd, London EC4N 6EU, England
[7] Durham Vet Affairs Med Ctr, Div Infect Dis, Durham, NC 27705 USA
[8] Natl Ctr Genome Resources, Santa Fe, NM 87505 USA
关键词
RHINOVIRUS INFECTIONS; INSIGHTS; ADULTS; BLOOD; PATHOGENS; IDENTIFICATION; TRANSMISSION; PERFORMANCE; RESPONSES; BACTERIAL;
D O I
10.1016/j.chom.2009.07.006
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
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.
引用
收藏
页码:207 / 217
页数:11
相关论文
共 49 条
  • [1] RETRACTED: Gene expression signatures, clinicopathological features, and individualized therapy in breast cancer (Retracted Article)
    Acharya, Chaitanya R.
    Hsu, David S.
    Anders, Carey K.
    Anguiano, Ariel
    Salter, Kelly H.
    Walters, Kelli S.
    Redman, Richard C.
    Tuchman, Sascha A.
    Moylan, Cynthia A.
    Mukherjee, Sayan
    Barry, William T.
    Dressman, Holly K.
    Ginsburg, Geoffrey S.
    Marcom, Kelly P.
    Garman, Katherine S.
    Lyman, Gary H.
    Nevins, Joseph R.
    Potti, Anil
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2008, 299 (13): : 1574 - 1587
  • [2] [Anonymous], 2007, Bulletin of the International Society for Bayesian Analysis
  • [3] Frequency and natural history of rhinovirus infections in adults during autumn
    Arruda, E
    Pitkaranta, A
    Witek, TJ
    Doyle, CA
    Hayden, FG
    [J]. JOURNAL OF CLINICAL MICROBIOLOGY, 1997, 35 (11) : 2864 - 2868
  • [4] Aziz Hamza, 2007, Genomic Med, V1, P105, DOI 10.1007/s11568-008-9017-x
  • [5] Relations among questionnaire and laboratory measures of rhinovirus infection
    Barrett, B.
    Brown, R.
    Voland, R.
    Maberry, R.
    Turner, R.
    [J]. EUROPEAN RESPIRATORY JOURNAL, 2006, 28 (02) : 358 - 363
  • [6] MAVS and MyD88 are essential for innate immunity but not cytotoxic T lymphocyte response against respiratory syncytial virus
    Bhoj, Vijay G.
    Sun, Qinmiao
    Bhoj, Elizabeth J.
    Somers, Cynthia
    Chen, Xiang
    Torres, Juan-Pablo
    Mejias, Asuncion
    Gomez, Ana M.
    Jafri, Hasan
    Ramilo, Octavio
    Chen, Zhijian J.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (37) : 14046 - 14051
  • [7] Stereotyped and specific gene expression programs in human innate immune responses to bacteria
    Boldrick, JC
    Alizadeh, AA
    Diehn, M
    Dudoit, S
    Liu, CL
    Belcher, CE
    Botstein, D
    Staudt, LM
    Brown, PO
    Relman, DA
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (02) : 972 - 977
  • [8] Statistical modeling: The two cultures
    Breiman, L
    [J]. STATISTICAL SCIENCE, 2001, 16 (03) : 199 - 215
  • [9] Chips with everything: DNA microarrays in infectious diseases
    Bryant, PA
    Venter, D
    Robins-Browne, R
    Curtis, N
    [J]. LANCET INFECTIOUS DISEASES, 2004, 4 (02) : 100 - 111
  • [10] Molecular signatures for diagnosis of infection: application of microarray technology
    Campbell, CJ
    Ghazal, P
    [J]. JOURNAL OF APPLIED MICROBIOLOGY, 2004, 96 (01) : 18 - 23