Airway epithelial gene expression in the diagnostic evaluation of smokers with suspect lung cancer

被引:428
作者
Spira, Avrum
Beane, Jennifer E.
Shah, Vishal
Steiling, Katrina
Liu, Gang
Schembri, Frank
Gilman, Sean
Dumas, Yves-Martine
Calner, Paul
Sebastiani, Paola
Sridhar, Sriram
Beamis, John
Lamb, Carla
Anderson, Timothy
Gerry, Norman
Keane, Joseph
Lenburg, Marc E.
Brody, Jerome S.
机构
[1] Boston Univ, Med Ctr, Ctr Pulm, Boston, MA 02118 USA
[2] Boston Univ, Bioinformat Program, Boston, MA 02118 USA
[3] Lahey Clin Fdn, Dept Med, Div Pulm, Burlington, MA 01805 USA
[4] St James Hosp, Dublin 8, Ireland
[5] Trinity Coll Dublin, Dublin, Ireland
[6] Boston Univ, Med Ctr, Sch Publ Hlth, Boston, MA 02118 USA
[7] Caritas St Elizabeths Med Ctr, Boston, MA 02135 USA
[8] Tufts Univ, Sch Med, Boston, MA 02135 USA
[9] Boston Univ, Dept Genet & Genom, Boston, MA 02118 USA
关键词
D O I
10.1038/nm1556
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Lung cancer is the leading cause of death from cancer in the US and the world(1). The high mortality rate (80-85% within 5 years) results, in part, from a lack of effective tools to diagnose the disease at an early stage2-4. Given that cigarette smoke creates a field of injury throughout the airway(5-11), we sought to determine if gene expression in histologically normal large-airway epithelial cells obtained at bronchoscopy from smokers with suspicion of lung cancer could be used as a lung cancer biomarker. Using a training set (n = 77) and gene-expression profiles from Affymetrix HG-U133A microarrays, we identified an 80-gene biomarker that distinguishes smokers with and without lung cancer. We tested the biomarker on an independent test set (n = 52), with an accuracy of 83% (80% sensitive, 84% specific), and on an additional validation set independently obtained from five medical centers (n = 35). Our biomarker had B90% sensitivity for stage 1 cancer across all subjects. Combining cytopathology of lower airway cells obtained at bronchoscopy with the biomarker yielded 95% sensitivity and a 95% negative predictive value. These findings indicate that gene expression in cytologically normal large-airway epithelial cells can serve as a lung cancer biomarker, potentially owing to a cancer-specific airway-wide response to cigarette smoke.
引用
收藏
页码:361 / 366
页数:6
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