Protein interaction networks provide insight into fetal origins of chronic obstructive pulmonary disease

被引:10
作者
Rohl, Annika [1 ]
Baek, Seung Han [1 ]
Kachroo, Priyadarshini [1 ]
Morrow, Jarrett D. [1 ]
Tantisira, Kelan [1 ,2 ]
Silverman, Edwin K. [1 ,3 ]
Weiss, Scott T. [1 ]
Sharma, Amitabh [1 ,4 ]
Glass, Kimberly [1 ]
DeMeo, Dawn L. [1 ,3 ]
机构
[1] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Channing Div Network Med, Boston, MA 02115 USA
[2] Univ Calif San Diego, Div Pediat Resp Med, San Diego, CA 92103 USA
[3] Brigham & Womens Hosp, Div Pulm & Crit Care Med, 75 Francis St, Boston, MA 02115 USA
[4] Northeastern Univ, Ctr Complex Network Res, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
COPD; AGE-RAGE pathway; Protein-protein interaction networks; Methylation; BCL-2 FAMILY PROTEINS; DNA METHYLATION; MATERNAL SMOKING; PRENATAL EXPOSURE; WIDE ASSOCIATION; GENES; COPD; ACTIVATION; RECEPTOR; NEWBORNS;
D O I
10.1186/s12931-022-01963-5
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background Chronic obstructive pulmonary disease (COPD) is a leading cause of death in adults that may have origins in early lung development. It is a complex disease, influenced by multiple factors including genetic variants and environmental factors. Maternal smoking during pregnancy may influence the risk for diseases during adulthood, potentially through epigenetic modifications including methylation. Methods In this work, we explore the fetal origins of COPD by utilizing lung DNA methylation marks associated with in utero smoke (IUS) exposure, and evaluate the network relationships between methylomic and transcriptomic signatures associated with adult lung tissue from former smokers with and without COPD. To identify potential pathobiological mechanisms that may link fetal lung, smoke exposure and adult lung disease, we study the interactions (physical and functional) of identified genes using protein-protein interaction networks. Results We build IUS-exposure and COPD modules, which identify connected subnetworks linking fetal lung smoke exposure to adult COPD. Studying the relationships and connectivity among the different modules for fetal smoke exposure and adult COPD, we identify enriched pathways, including the AGE-RAGE and focal adhesion pathways. Conclusions The modules identified in our analysis add new and potentially important insights to understanding the early life molecular perturbations related to the pathogenesis of COPD. We identify AGE-RAGE and focal adhesion as two biologically plausible pathways that may reveal lung developmental contributions to COPD. We were not only able to identify meaningful modules but were also able to study interconnections between smoke exposure and lung disease, augmenting our knowledge about the fetal origins of COPD.
引用
收藏
页数:15
相关论文
共 95 条
[1]   Link communities reveal multiscale complexity in networks [J].
Ahn, Yong-Yeol ;
Bagrow, James P. ;
Lehmann, Sune .
NATURE, 2010, 466 (7307) :761-U11
[2]   Network medicine: a network-based approach to human disease [J].
Barabasi, Albert-Laszlo ;
Gulbahce, Natali ;
Loscalzo, Joseph .
NATURE REVIEWS GENETICS, 2011, 12 (01) :56-68
[3]   Epigenetics and pulmonary diseases in the horizon of precision medicine: a review [J].
Benincasa, Giuditta ;
DeMeo, Dawn L. ;
Glass, Kimberly ;
Silverman, Edwin K. ;
Napoli, Claudio .
EUROPEAN RESPIRATORY JOURNAL, 2021, 57 (06)
[4]   Emerging genetics of COPD [J].
Berndt, Annerose ;
Leme, Adriana S. ;
Shapiro, Steven D. .
EMBO MOLECULAR MEDICINE, 2012, 4 (11) :1144-1155
[5]   Network diffusion-based analysis of high-throughput data for the detection of differentially enriched modules [J].
Bersanelli, Matteo ;
Mosca, Ettore ;
Remondini, Daniel ;
Castellani, Gastone ;
Milanesi, Luciano .
SCIENTIFIC REPORTS, 2016, 6
[6]   Fast unfolding of communities in large networks [J].
Blondel, Vincent D. ;
Guillaume, Jean-Loup ;
Lambiotte, Renaud ;
Lefebvre, Etienne .
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2008,
[7]   An Expanded View of Complex Traits: From Polygenic to Omnigenic [J].
Boyle, Evan A. ;
Li, Yang I. ;
Pritchard, Jonathan K. .
CELL, 2017, 169 (07) :1177-1186
[8]   JNK is associated with Bcl-2 and PP1 in mitochondria - Paclitaxel induces its activation and its association with the phosphorylated form of Bcl-2 [J].
Brichese, L ;
Cazettes, G ;
Valette, A .
CELL CYCLE, 2004, 3 (10) :1312-1319
[9]   Lung Development and Aging [J].
Bush, Andrew .
ANNALS OF THE AMERICAN THORACIC SOCIETY, 2016, 13 :S438-S446
[10]   COPD subtypes identified by network-based clustering of blood gene expression [J].
Chang, Yale ;
Glass, Kimberly ;
Liu, Yang-Yu ;
Silverman, Edwin K. ;
Crapo, James D. ;
Tal-Singer, Ruth ;
Bowler, Russ ;
Dy, Jennifer ;
Cho, Michael ;
Castaldi, Peter .
GENOMICS, 2016, 107 (2-3) :51-58