Molecular Biomarkers for Quantitative and Discrete COPD Phenotypes

被引:76
作者
Bhattacharya, Soumyaroop [1 ]
Srisuma, Sorachai [1 ,3 ]
DeMeo, Dawn L. [2 ]
Shapiro, Steven D. [1 ]
Bueno, Raphael
Silverman, Edwin K. [2 ]
Reilly, John J. [1 ]
Mariani, Thomas J. [1 ]
机构
[1] Harvard Univ, Brigham & Womens Hosp, Sch Med, Dept Pulm Med, Boston, MA 02115 USA
[2] Harvard Univ, Sch Med, Channing Lab, Brigham & Womens Hosp, Boston, MA 02115 USA
[3] Mahidol Univ, Siriraj Hosp, Fac Med, Dept Physiol, Bangkok 10700, Thailand
关键词
microarray; gene expression; emphysema; lung function; GENE-EXPRESSION; HUMAN LUNG; CIGARETTE-SMOKE; DISEASE; CLASSIFICATION; EMPHYSEMA; PROGRESS; VALUES; TISSUE; SAMPLE;
D O I
10.1165/rcmb.2008-0114OC
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
Chronic obstructive pulmonary disease (COPD) is an inflammatory lung disorder with complex pathological features and largely unknown etiology. The identification of biomarkers for this disease could aid the development of methods to facilitate earlier diagnosis, the classification of disease subtypes, and provide a means to define therapeutic response. To identify gene expression biomarkers, we completed expression profiling of RNA derived from the lung tissue of 56 subjects with varying degrees of airflow obstruction using the Affymetrix U133 Plus 2.0 array. We applied multiple, independent analytical methods to define biomarkers for either discrete or quantitative disease phenotypes. Analysis of differential expression between cases (n = 15) and controls (n = 18) identified a set of 65 discrete biomarkers. Correlation of gene expression with quantitative measures of airflow obstruction (FEV1%predicted or FEV1/FVC) identified a set of 220 biomarkers. Biomarker genes were enriched in functions related to DNA binding and regulation of transcription. We used this group of biomarkers to predict disease in an unrelated data set, generated from patients with severe emphysema, with 97% accuracy. Our data contribute to the understanding of gene expression changes occurring in the lung tissue of patients with obstructive lung disease and provide additional insight into potential mechanisms involved in the disease process. Furthermore, we present the first gene expression biomarker for COPD validated in an independent data set.
引用
收藏
页码:359 / 367
页数:9
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