Literature DB >> 18849563

Molecular biomarkers for quantitative and discrete COPD phenotypes.

Soumyaroop Bhattacharya1, Sorachai Srisuma, Dawn L Demeo, Steven D Shapiro, Raphael Bueno, Edwin K Silverman, John J Reilly, Thomas J Mariani.   

Abstract

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 (FEV(1)%predicted or FEV(1)/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.

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Year:  2008        PMID: 18849563      PMCID: PMC2645534          DOI: 10.1165/rcmb.2008-0114OC

Source DB:  PubMed          Journal:  Am J Respir Cell Mol Biol        ISSN: 1044-1549            Impact factor:   6.914


  35 in total

1.  Significance analysis of microarrays applied to the ionizing radiation response.

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Journal:  Proc Natl Acad Sci U S A       Date:  2001-04-17       Impact factor: 11.205

2.  A classification-based machine learning approach for the analysis of genome-wide expression data.

Authors:  James Lyons-Weiler; Satish Patel; Soumyaroop Bhattacharya
Journal:  Genome Res       Date:  2003-03       Impact factor: 9.043

3.  Expression of Egr-1 in late stage emphysema.

Authors:  W Zhang; S D Yan; A Zhu; Y S Zou; M Williams; G C Godman; B M Thomashow; M E Ginsburg; D M Stern; S F Yan
Journal:  Am J Pathol       Date:  2000-10       Impact factor: 4.307

4.  DAVID: Database for Annotation, Visualization, and Integrated Discovery.

Authors:  Glynn Dennis; Brad T Sherman; Douglas A Hosack; Jun Yang; Wei Gao; H Clifford Lane; Richard A Lempicki
Journal:  Genome Biol       Date:  2003-04-03       Impact factor: 13.583

5.  HOX genes in human lung: altered expression in primary pulmonary hypertension and emphysema.

Authors:  H A Golpon; M W Geraci; M D Moore; H L Miller; G J Miller; R M Tuder; N F Voelkel
Journal:  Am J Pathol       Date:  2001-03       Impact factor: 4.307

Review 6.  Worldwide epidemiology of chronic obstructive pulmonary disease.

Authors:  J C Chen; D M Mannino
Journal:  Curr Opin Pulm Med       Date:  1999-03       Impact factor: 3.155

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

Authors:  Avrum Spira; Jennifer E Beane; Vishal Shah; Katrina Steiling; Gang Liu; Frank Schembri; Sean Gilman; Yves-Martine Dumas; Paul Calner; Paola Sebastiani; Sriram Sridhar; John Beamis; Carla Lamb; Timothy Anderson; Norman Gerry; Joseph Keane; Marc E Lenburg; Jerome S Brody
Journal:  Nat Med       Date:  2007-03-04       Impact factor: 53.440

8.  Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses.

Authors:  A Bhattacharjee; W G Richards; J Staunton; C Li; S Monti; P Vasa; C Ladd; J Beheshti; R Bueno; M Gillette; M Loda; G Weber; E J Mark; E S Lander; W Wong; B E Johnson; T R Golub; D J Sugarbaker; M Meyerson
Journal:  Proc Natl Acad Sci U S A       Date:  2001-11-13       Impact factor: 11.205

9.  Expression profiling of the developing mouse lung: insights into the establishment of the extracellular matrix.

Authors:  Thomas J Mariani; Jeremy J Reed; Steven D Shapiro
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10.  Genomewide linkage analysis of quantitative spirometric phenotypes in severe early-onset chronic obstructive pulmonary disease.

Authors:  Edwin K Silverman; Lyle J Palmer; Jonathan D Mosley; Matthew Barth; Jody M Senter; Alison Brown; Jeffrey M Drazen; David J Kwiatkowski; Harold A Chapman; Edward J Campbell; Michael A Province; D C Rao; John J Reilly; Leo C Ginns; Frank E Speizer; Scott T Weiss
Journal:  Am J Hum Genet       Date:  2002-03-25       Impact factor: 11.025

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  53 in total

1.  Genome-wide transcriptional profiling reveals connective tissue mast cell accumulation in bronchopulmonary dysplasia.

Authors:  Soumyaroop Bhattacharya; Diana Go; Daria L Krenitsky; Heidi L Huyck; Siva Kumar Solleti; Valerie A Lunger; Leon Metlay; Sorachai Srisuma; Susan E Wert; Thomas J Mariani; Gloria S Pryhuber
Journal:  Am J Respir Crit Care Med       Date:  2012-06-21       Impact factor: 21.405

2.  Fibroblast growth factor receptors control epithelial-mesenchymal interactions necessary for alveolar elastogenesis.

Authors:  Sorachai Srisuma; Soumyaroop Bhattacharya; Dawn M Simon; Siva K Solleti; Shivraj Tyagi; Barry Starcher; Thomas J Mariani
Journal:  Am J Respir Crit Care Med       Date:  2010-01-21       Impact factor: 21.405

Review 3.  Biomarkers of therapeutic response in patients with chronic obstructive pulmonary disease: a critical review of the literature.

Authors:  Ho Il Yoon; Don D Sin
Journal:  Drugs       Date:  2011-10-01       Impact factor: 9.546

Review 4.  Systems biology coupled with label-free high-throughput detection as a novel approach for diagnosis of chronic obstructive pulmonary disease.

Authors:  Joanna L Richens; Richard A Urbanowicz; Elizabeth A M Lunt; Rebecca Metcalf; Jonathan Corne; Lucy Fairclough; Paul O'Shea
Journal:  Respir Res       Date:  2009-04-22

5.  Macrophage chitinase 1 stratifies chronic obstructive lung disease.

Authors:  Eugene Agapov; John T Battaile; Rose Tidwell; Ramsey Hachem; G Alexander Patterson; Richard A Pierce; Jeffrey J Atkinson; Michael J Holtzman
Journal:  Am J Respir Cell Mol Biol       Date:  2009-06-02       Impact factor: 6.914

6.  A dynamic bronchial airway gene expression signature of chronic obstructive pulmonary disease and lung function impairment.

Authors:  Katrina Steiling; Maarten van den Berge; Kahkeshan Hijazi; Roberta Florido; Joshua Campbell; Gang Liu; Ji Xiao; Xiaohui Zhang; Grant Duclos; Eduard Drizik; Huiqing Si; Catalina Perdomo; Charles Dumont; Harvey O Coxson; Yuriy O Alekseyev; Don Sin; Peter Pare; James C Hogg; Annette McWilliams; Pieter S Hiemstra; Peter J Sterk; Wim Timens; Jeffrey T Chang; Paola Sebastiani; George T O'Connor; Andrea H Bild; Dirkje S Postma; Stephen Lam; Avrum Spira; Marc E Lenburg
Journal:  Am J Respir Crit Care Med       Date:  2013-05-01       Impact factor: 21.405

7.  Peripheral blood mononuclear cell gene expression in chronic obstructive pulmonary disease.

Authors:  Timothy M Bahr; Grant J Hughes; Michael Armstrong; Rick Reisdorph; Christopher D Coldren; Michael G Edwards; Christina Schnell; Ross Kedl; Daniel J LaFlamme; Nichole Reisdorph; Katerina J Kechris; Russell P Bowler
Journal:  Am J Respir Cell Mol Biol       Date:  2013-08       Impact factor: 6.914

8.  COPD subtypes identified by network-based clustering of blood gene expression.

Authors:  Yale Chang; Kimberly Glass; Yang-Yu Liu; Edwin K Silverman; James D Crapo; Ruth Tal-Singer; Russ Bowler; Jennifer Dy; Michael Cho; Peter Castaldi
Journal:  Genomics       Date:  2016-01-08       Impact factor: 5.736

Review 9.  Markers of early disease and prognosis in COPD.

Authors:  Morten Dahl; Børge G Nordestgaard
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2009-04-15

10.  Expression profiling identifies genes involved in emphysema severity.

Authors:  Santiyagu M Savarimuthu Francis; Jill E Larsen; Sandra J Pavey; Rayleen V Bowman; Nicholas K Hayward; Kwun M Fong; Ian A Yang
Journal:  Respir Res       Date:  2009-09-02
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