Do sputum or circulating blood samples reflect the pulmonary transcriptomic differences of COPD patients? A multi-tissue transcriptomic network META-analysis

被引:12
作者
Faner, Rosa [1 ]
Morrow, Jarrett D. [2 ]
Casas-Recasens, Sandra [1 ]
Cloonan, Suzanne M. [3 ]
Noell, Guillaume [1 ]
Lopez-Giraldo, Alejandra [1 ,4 ]
Tal-Singer, Ruth [5 ]
Miller, Bruce E. [5 ]
Silverman, Edwin K. [2 ]
Agusti, Alvar [1 ,4 ]
Hersh, Craig P. [2 ]
机构
[1] Ctr Invest Biomed Red Enfermedades Resp CIBERES, C Casanova 143,P2A, Barcelona 08036, Spain
[2] Brigham & Womens Hosp, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA
[3] Weill Cornell Med Coll, Joan & Sanford I Weill Dept Med, Div Pulm & Crit Care Med, New York, NY USA
[4] Univ Barcelona, Resp Inst, Hosp Clin, IDIBAPS, Barcelona, Spain
[5] Resp Therapy Area Unit GSK R&D, Collegeville, PA USA
来源
RESPIRATORY RESEARCH | 2019年 / 20卷 / 1期
基金
美国国家卫生研究院;
关键词
mRNA; Chronic bronchitis; Emphysema; Co-expression network analysis; MITOCHONDRIAL DYSFUNCTION; SYSTEMIC INFLAMMATION; GENE-EXPRESSION; DISEASE; BIOMARKERS; COMORBIDITIES; PATHOGENESIS; REVEALS; SMOKERS; MUSCLE;
D O I
10.1186/s12931-018-0965-y
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
100201 [内科学];
摘要
BackgroundPrevious studies have identified lung, sputum or blood transcriptomic biomarkers associated with the severity of airflow limitation in COPD. Yet, it is not clear whether the lung pathobiology is mirrored by these surrogate tissues. The aim of this study was to explore this question.MethodsWe used Weighted Gene Co-expression Network Analysis (WGCNA) to identify shared pathological mechanisms across four COPD gene-expression datasets: two sets of lung tissues (L1 n=70; L2 n=124), and one each of induced sputum (S; n=121) and peripheral blood (B; n=121).ResultsWGCNA analysis identified twenty-one gene co-expression modules in L1. A robust module preservation between the two L datasets was observed (86%), with less preservation in S (33%) and even less in B (23%). Three modules preserved across lung tissues and sputum (not blood) were associated with the severity of airflow limitation. Ontology enrichment analysis showed that these modules included genes related to mitochondrial function, ion-homeostasis, T cells and RNA processing. These findings were largely reproduced using the consensus WGCNA network approach.ConclusionsThese observations indicate that major differences in lung tissue transcriptomics in patients with COPD are poorly mirrored in sputum and are unrelated to those determined in blood, suggesting that the systemic component in COPD is independently regulated. Finally, the fact that one of the preserved modules associated with FEV1 was enriched in mitochondria-related genes supports a role for mitochondrial dysfunction in the pathobiology of COPD.
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页数:11
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