Peripheral Blood Mononuclear Cell Gene Expression in Chronic Obstructive Pulmonary Disease

被引:93
作者
Bahr, Timothy M. [1 ]
Hughes, Grant J. [1 ]
Armstrong, Michael [4 ]
Reisdorph, Rick [3 ]
Coldren, Christopher D. [6 ]
Edwards, Michael G. [2 ]
Schnell, Christina [4 ]
Kedl, Ross [3 ]
LaFlamme, Daniel J. [5 ]
Reisdorph, Nichole [3 ]
Kechris, Katerina J. [1 ]
Bowler, Russell P. [3 ,4 ]
机构
[1] Univ Colorado Denver, Dept Biostat & Informat, Aurora, CO USA
[2] Univ Colorado Denver, Div Pulm Sci & Crit Care Med, Dept Med, Aurora, CO USA
[3] Natl Jewish Hlth, Dept Immunol, Denver, CO 80206 USA
[4] Natl Jewish Hlth, Dept Med, Denver, CO 80206 USA
[5] Natl Jewish Hlth, Ctr Genes Environm & Hlth, Denver, CO 80206 USA
[6] Vanderbilt Univ Sch Med, Nashville, TN USA
基金
美国国家卫生研究院;
关键词
airflow obstruction; chronic; microarray analysis; leukocytes; mononuclear; OXIDATIVE STRESS; CIGARETTE-SMOKE; COPD; EPIDEMIOLOGY; LUNG; INFLAMMATION; INVOLVEMENT; PHENOTYPE; EMPHYSEMA; RESPONSES;
D O I
10.1165/rcmb.2012-0230OC
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
Although most cases of chronic obstructive pulmonary disease (COPD) occur in smokers, only a fraction of smokers develop the disease. We hypothesized distinct molecular signatures for COPD and emphysema in the peripheral blood mononuclear cells (PBMCs) of current and former smokers. To test this hypothesis, we identified and validated PBMC gene expression profiles in smokers with and without COPD. We generated expression data on 136 subjects from the COPD Gene study, using Affymetrix U133 2.0 microarrays (Affymetrix, Santa Clara, CA). Multiple linear regression with adjustment for covariates (gender, age, body mass index, family history, smoking status, and pack-years) was used to identify candidate genes, and ingenuity pathway analysis was used to identify candidate pathways. Candidate genes were validated in 149 subjects according to multiplex quantitative real-time polymerase chain reaction, which included 75 subjects not previously profiled. Pathways that were differentially expressed in subjects with COPD and emphysema included those that play a role in the immune system, inflammatory responses, and sphingolipid (ceramide) metabolism. Twenty-six of the 46 candidate genes (e.g., FOXP1, TCF7, and ASAH1) were validated in the independent cohort. Plasma metabolomics was used to identify a novel glycoceramide (galabiosylceramide) as a biomarker of emphysema, supporting the genomic association between acid ceramidase (ASAH1) and emphysema. COPD is a systemic disease whose gene expression signatures in PBMCs could serve as novel diagnostic or therapeutic targets.
引用
收藏
页码:316 / 323
页数:8
相关论文
共 55 条
  • [1] Systemic effects of chronic obstructive pulmonary disease
    Agustí, AGN
    Noguera, A
    Sauleda, J
    Sala, E
    Pons, J
    Busquets, X
    [J]. EUROPEAN RESPIRATORY JOURNAL, 2003, 21 (02) : 347 - 360
  • [2] Aldonyte Ruta, 2004, COPD, V1, P155, DOI 10.1081/COPD-120030828
  • [3] Inflammation, oxidative stress and systemic effects in mild chronic obstructive pulmonary disease
    Barbaro, M. P. Foschino
    Carpagnano, G. E.
    Spanevello, A.
    Cagnazzo, M. G.
    Barnes, P. J.
    [J]. INTERNATIONAL JOURNAL OF IMMUNOPATHOLOGY AND PHARMACOLOGY, 2007, 20 (04) : 753 - 763
  • [4] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [5] Bhattacharya Soumyaroop, 2011, J Clin Bioinforma, V1, P12, DOI 10.1186/2043-9113-1-12
  • [6] Molecular Biomarkers for Quantitative and Discrete COPD Phenotypes
    Bhattacharya, Soumyaroop
    Srisuma, Sorachai
    DeMeo, Dawn L.
    Shapiro, Steven D.
    Bueno, Raphael
    Silverman, Edwin K.
    Reilly, John J.
    Mariani, Thomas J.
    [J]. AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY, 2009, 40 (03) : 359 - 367
  • [7] The Influence of Radiographic Phenotype and Smoking Status on Peripheral Blood Biomarker Patterns in Chronic Obstructive Pulmonary Disease
    Bon, Jessica M.
    Leader, Joseph K.
    Weissfeld, Joel L.
    Coxson, Harvey O.
    Zheng, Bin
    Branch, Robert A.
    Kondragunta, Venkateswarlu
    Lee, Janet S.
    Zhang, Yingze
    Choi, Augustine M. K.
    Lokshin, Anna E.
    Kaminski, Naftali
    Gur, David
    Sciurba, Frank C.
    [J]. PLOS ONE, 2009, 4 (08):
  • [8] Pulmonary involvement in Fabry disease
    Brown, LK
    Miller, A
    Bhuptani, A
    Sloane, MF
    Zimmerman, I
    Schilero, G
    Eng, CM
    Desnick, RJ
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1997, 155 (03) : 1004 - 1010
  • [9] Technical Variability Is Greater than Biological Variability in a Microarray Experiment but Both Are Outweighed by Changes Induced by Stimulation
    Bryant, Penelope A.
    Smyth, Gordon K.
    Robins-Browne, Roy
    Curtis, Nigel
    [J]. PLOS ONE, 2011, 6 (05):
  • [10] Gene microarray analysis of peripheral blood cells in pulmonary arterial hypertension
    Bull, TM
    Coldren, CD
    Moore, M
    Sotto-Santiago, SM
    Pham, DV
    Nana-Sinkam, SP
    Voelkel, NF
    Geraci, MW
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2004, 170 (08) : 911 - 919