Literature DB >> 30874442

Omics and the Search for Blood Biomarkers in Chronic Obstructive Pulmonary Disease. Insights from COPDGene.

Elizabeth A Regan1, Craig P Hersh2,3, Peter J Castaldi2,3, Dawn L DeMeo2,3, Edwin K Silverman2,3, James D Crapo1, Russell P Bowler1.   

Abstract

There is an unmet need for blood biomarkers in diagnosis and prognosis of chronic obstructive pulmonary disease (COPD). The search for these biomarkers has been revolutionized by high-throughput sequencing techniques and multiplex platforms that can measure thousands of gene transcripts, proteins, or metabolites. We review COPDGene (Genetic Epidemiology of COPD) project publications that include DNA methylation, transcriptomic, proteomic, and metabolomic blood biomarkers and discuss their impact on COPD. Key contributions from COPDGene include identification of DNA methylation effects from smoking and genetic variation, new transcriptomic signatures in the blood, identification of protein biomarkers associated with severity and progression (e.g., sRAGE [soluble receptor for advanced glycosylation end products], inflammatory cytokines IL-6 and IL-8), and identification of small molecules (ceramides and sphingomyelin) that may be pathogenic. COPDGene studies have revealed that some of the COPD genome-wide association study polymorphisms are strongly associated with blood biomarkers (e.g., rs2070600 in AGER is a pQTL [protein quantitative trait locus] for sRAGE), underscoring the importance of combining omics results. Investigators have developed molecular networks identifying lower CD4+ resting memory cells associated with COPD. Genes, proteins, and metabolite networks are particularly important because the explanatory value of any single molecule is small (1-10%) compared with panels of multiple markers. COPDGene has been a useful resource in the identification and validation of multiple biomarkers for COPD. These biomarkers, either combined in multiple biomarker panels or integrated with other omics data types, may lead to novel diagnostic and prognostic tests for COPD phenotypes and may be relevant for assessing novel therapies.

Entities:  

Keywords:  biomarkers; chronic obstructive pulmonary disease; epigenetics; gene expression; metabolomics

Year:  2019        PMID: 30874442      PMCID: PMC6670029          DOI: 10.1165/rcmb.2018-0245PS

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


  38 in total

1.  Design of the Subpopulations and Intermediate Outcomes in COPD Study (SPIROMICS).

Authors:  David Couper; Lisa M LaVange; MeiLan Han; R Graham Barr; Eugene Bleecker; Eric A Hoffman; Richard Kanner; Eric Kleerup; Fernando J Martinez; Prescott G Woodruff; Stephen Rennard
Journal:  Thorax       Date:  2013-09-12       Impact factor: 9.139

2.  A general framework for weighted gene co-expression network analysis.

Authors:  Bin Zhang; Steve Horvath
Journal:  Stat Appl Genet Mol Biol       Date:  2005-08-12

Review 3.  Cardiovascular comorbidity in COPD: systematic literature review.

Authors:  Hana Müllerova; Alvar Agusti; Sebhat Erqou; Douglas W Mapel
Journal:  Chest       Date:  2013-10       Impact factor: 9.410

4.  The COPD Biomarker Qualification Consortium (CBQC).

Authors:  Richard Casaburi; Bartolome Celli; James Crapo; Gerard Criner; Thomas Croxton; Alasdair Gaw; Paul Jones; Nancy Kline-Leidy; David A Lomas; Debora Merrill; Michael Polkey; Stephen Rennard; Frank Sciurba; Ruth Tal-Singer; Robert Stockley; Gerry Turino; Jorgen Vestbo; John Walsh
Journal:  COPD       Date:  2013-06       Impact factor: 2.409

5.  Genetic epidemiology of COPD (COPDGene) study design.

Authors:  Elizabeth A Regan; John E Hokanson; James R Murphy; Barry Make; David A Lynch; Terri H Beaty; Douglas Curran-Everett; Edwin K Silverman; James D Crapo
Journal:  COPD       Date:  2010-02       Impact factor: 2.409

6.  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

7.  The association of adiponectin with computed tomography phenotypes in chronic obstructive pulmonary disease.

Authors:  Brendan J Carolan; Yu-il Kim; André A Williams; Katerina Kechris; Sharon Lutz; Nichole Reisdorph; Russell P Bowler
Journal:  Am J Respir Crit Care Med       Date:  2013-09-01       Impact factor: 21.405

Review 8.  COPD as a systemic disease.

Authors:  Alvar Agusti; Joan B Soriano
Journal:  COPD       Date:  2008-04       Impact factor: 2.409

9.  Systemic soluble receptor for advanced glycation endproducts is a biomarker of emphysema and associated with AGER genetic variants in patients with chronic obstructive pulmonary disease.

Authors:  Donavan T Cheng; Deog Kyeom Kim; Debra A Cockayne; Anton Belousov; Hans Bitter; Michael H Cho; Annelyse Duvoix; Lisa D Edwards; David A Lomas; Bruce E Miller; Niki Reynaert; Ruth Tal-Singer; Emiel F M Wouters; Alvar Agustí; Leonardo M Fabbri; Alex Rames; Sudha Visvanathan; Stephen I Rennard; Paul Jones; Harsukh Parmar; William MacNee; Gerhard Wolff; Edwin K Silverman; Ruth J Mayer; Sreekumar G Pillai
Journal:  Am J Respir Crit Care Med       Date:  2013-10-15       Impact factor: 21.405

10.  Ceramides: a potential therapeutic target in pulmonary emphysema.

Authors:  Jeroen Tibboel; Irwin Reiss; Johan C de Jongste; Martin Post
Journal:  Respir Res       Date:  2013-10-01
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  18 in total

Review 1.  Evolving Concepts in Chronic Obstructive Pulmonary Disease Blood-Based Biomarkers.

Authors:  Mario Cazzola; Ermanno Puxeddu; Josuel Ora; Paola Rogliani
Journal:  Mol Diagn Ther       Date:  2019-10       Impact factor: 4.074

Review 2.  Machine Learning Characterization of COPD Subtypes: Insights From the COPDGene Study.

Authors:  Peter J Castaldi; Adel Boueiz; Jeong Yun; Raul San Jose Estepar; James C Ross; George Washko; Michael H Cho; Craig P Hersh; Gregory L Kinney; Kendra A Young; Elizabeth A Regan; David A Lynch; Gerald J Criner; Jennifer G Dy; Stephen I Rennard; Richard Casaburi; Barry J Make; James Crapo; Edwin K Silverman; John E Hokanson
Journal:  Chest       Date:  2019-12-28       Impact factor: 9.410

3.  10-Year Follow-Up of Lung Function, Respiratory Symptoms, and Functional Capacity in the COPDGene Study.

Authors:  Margaret F Ragland; Matthew Strand; David Baraghoshi; Kendra A Young; Gregory L Kinney; Erin Austin; John E Hokanson; Elizabeth Regan; James Crapo; Edwin K Silverman; Barry Make
Journal:  Ann Am Thorac Soc       Date:  2022-03

4.  Predictive Modeling for Metabolomics Data.

Authors:  Tusharkanti Ghosh; Weiming Zhang; Debashis Ghosh; Katerina Kechris
Journal:  Methods Mol Biol       Date:  2020

Review 5.  Protein Biomarkers for COPD Outcomes.

Authors:  Karina A Serban; Katherine A Pratte; Russell P Bowler
Journal:  Chest       Date:  2021-01-09       Impact factor: 10.262

Review 6.  SCREENED: A Multistage Model of Thyroid Gland Function for Screening Endocrine-Disrupting Chemicals in a Biologically Sex-Specific Manner.

Authors:  Lorenzo Moroni; Fulvio Barbaro; Florian Caiment; Orla Coleman; Sabine Costagliola; Giusy Di Conza; Lisa Elviri; Stefan Giselbrecht; Christian Krause; Carlos Mota; Marta Nazzari; Stephen R Pennington; Annette Ringwald; Monica Sandri; Simon Thomas; James Waddington; Roberto Toni
Journal:  Int J Mol Sci       Date:  2020-05-21       Impact factor: 5.923

7.  A Proteomics-Based Analysis of Blood Biomarkers for the Diagnosis of COPD Acute Exacerbation.

Authors:  Soo Han Kim; Hee-Sung Ahn; Jin-Soo Park; Jeonghun Yeom; Jiyoung Yu; Kyunggon Kim; Yeon-Mok Oh
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2021-06-01

8.  Lung Gene Expression Analysis Web Portal Version 3: Lung-at-a-Glance.

Authors:  Yina Du; Weichen Ouyang; Joseph A Kitzmiller; Minzhe Guo; Shuyang Zhao; Jeffrey A Whitsett; Yan Xu
Journal:  Am J Respir Cell Mol Biol       Date:  2021-01       Impact factor: 7.748

Review 9.  DNA Methylation: A Potential Biomarker of Chronic Obstructive Pulmonary Disease.

Authors:  Lin-Xi He; Zhao-Hui Tang; Qing-Song Huang; Wei-Hong Li
Journal:  Front Cell Dev Biol       Date:  2020-07-07

10.  Identifying Protein-metabolite Networks Associated with COPD Phenotypes.

Authors:  Emily Mastej; Lucas Gillenwater; Yonghua Zhuang; Katherine A Pratte; Russell P Bowler; Katerina Kechris
Journal:  Metabolites       Date:  2020-03-25
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