Proteomic discovery analysis of quantitatively assessed emphysema in the general population. The MESA Lung Study.

IF 5.8 2区 医学 Q1 Medicine
Daniel E Guzman, Lisa Ruvuna, Claire J Guo, Yifei Sun, Katherine A Pratte, Ani W Manichaikul, John S Kim, Wendy S Post, Alain G Bertoni, Norrina B Allen, Karol E Watson, James S Pankow, Eric A Hoffman, Ruth F Dubin, Rajat Deo, Igor Z Barjaktarevic, Eugene R Bleecker, Christopher B Cooper, Victor E Ortega, Annette T Hastie, Robert Paine, James Michael Wells, Jeffrey L Curtis, Edwin K Silverman, Prescott G Woodruff, Christine Kim Garcia, Jerome I Rotter, Russell P Bowler, Peter Ganz, R Graham Barr
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引用次数: 0

Abstract

Background: Pulmonary emphysema occurs frequently in older adults, often without airflow limitation. Its presence predicts symptoms, respiratory hospitalizations and deaths, and all-cause mortality. Proteomics may provide further insights into emphysema pathogenesis and inform therapeutic targets.

Objective: We performed a proteomic discovery analysis of percent emphysema on computed tomography (CT) in a population-based, multiethnic sample from the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study. Replication was performed in two chronic obstructive pulmonary disease (COPD)-based studies, the SubPopulations and InteRmediate Outcome Measures in COPD Study (SPIROMICS) and the Genetic Epidemiology of COPD (COPDGene) Study.

Methods: MESA recruited participants from the general population in 2000-02. The MESA Lung Study performed full-lung CT scans in 2010-12. Percent emphysema was defined as the percentage of lung voxels < -950 Hounsfield units. Over 7,200 plasma aptamers were measured via SomaScan. Cross-sectional linear and least absolute shrinkage and selection operator (LASSO) regression models were adjusted for demographics, anthropometrics, smoking, renal function, and scanner parameters. Statistical significance was defined as a false discovery rate p-value < 0.05. Gene Ontology (GO)/Reactome enrichment analyses were performed. LASSO-selected proteins' predictive performance was evaluated.

Results: Among 2,504 participants in the MESA Lung Study, mean age was 69.4 years, 1,291 had ever smoked, and median percent emphysema-like lung was 1.4%. In total, 1,234 aptamers were significantly associated with percent emphysema in the MESA Lung Study, and 35 replicated in the SPIROMICS and COPDGene Studies. Novel associations included protein family with sequence similarity (FAM) 177A1, syntenin-2, ubiquitin carboxyl-terminal hydrolase 25, and uncharacterized protein C20orf173. Previously identified emphysema-associated proteins included soluble advanced glycosylation end product-specific receptor (sRAGE), protein S100-A12, high mobility group protein B1, and roundabout homolog 2. Enrichment analyses identified 40 GO biological processes, including chemokine production and regulation and cell-cell adhesion and regulation, and two Reactome pathways, including RAGE signaling. In tenfold cross-validation, novel proteins were largely retained by LASSO (R2 = 5.4%), improved overall model performance (R2 = 24.8%), and uniquely explained greater variance in percent emphysema.

Conclusions: This analysis in a general population sample identified novel and previously characterized proteins whose functional roles were validated by GO/Reactome enriched pathways, offering new insights into emphysema pathophysiology and therapeutics.

普通人群定量评估肺气肿的蛋白质组学发现分析。MESA肺研究。
背景:肺气肿常见于老年人,通常没有气流限制。它的存在预示着症状、呼吸道住院和死亡以及全因死亡率。蛋白质组学可以为肺气肿的发病机制和治疗靶点提供进一步的见解。目的:我们对来自动脉粥样硬化多民族研究(MESA)肺部研究的基于人群的多民族样本的计算机断层扫描(CT)肺气肿百分比进行了蛋白质组学发现分析。在两项基于慢性阻塞性肺疾病(COPD)的研究中进行了重复研究,COPD研究的亚群和中间结果测量(SPIROMICS)和COPD遗传流行病学(COPDGene)研究。方法:MESA于2000- 2002年从普通人群中招募参与者。MESA肺研究在2010- 2012年进行了全肺CT扫描。结果:在MESA肺研究的2504名参与者中,平均年龄为69.4岁,1291人曾经吸烟,肺气肿样肺的中位百分比为1.4%。在MESA肺研究中,总共有1234个适体与百分比的肺气肿显著相关,其中35个在SPIROMICS和COPDGene研究中得到了重复。新的关联包括序列相似蛋白家族(FAM) 177A1、syntenin-2、泛素羧基末端水解酶25和未表征的蛋白C20orf173。先前鉴定的肺气肿相关蛋白包括可溶性晚期糖基化终产物特异性受体(sRAGE)、蛋白S100-A12、高迁移率基团蛋白B1和环状同源物2。富集分析确定了40个氧化石墨烯生物学过程,包括趋化因子的产生和调节、细胞-细胞粘附和调节,以及包括RAGE信号传导在内的两个Reactome途径。在十倍交叉验证中,LASSO在很大程度上保留了新蛋白(R2 = 5.4%),提高了模型的整体性能(R2 = 24.8%),并且唯一地解释了肺气肿百分比的较大差异。结论:该分析在普通人群样本中发现了新的和先前表征的蛋白质,其功能作用通过GO/Reactome富集途径得到验证,为肺气肿病理生理和治疗提供了新的见解。
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来源期刊
Respiratory Research
Respiratory Research RESPIRATORY SYSTEM-
CiteScore
9.70
自引率
1.70%
发文量
314
审稿时长
4-8 weeks
期刊介绍: Respiratory Research publishes high-quality clinical and basic research, review and commentary articles on all aspects of respiratory medicine and related diseases. As the leading fully open access journal in the field, Respiratory Research provides an essential resource for pulmonologists, allergists, immunologists and other physicians, researchers, healthcare workers and medical students with worldwide dissemination of articles resulting in high visibility and generating international discussion. Topics of specific interest include asthma, chronic obstructive pulmonary disease, cystic fibrosis, genetics, infectious diseases, interstitial lung diseases, lung development, lung tumors, occupational and environmental factors, pulmonary circulation, pulmonary pharmacology and therapeutics, respiratory immunology, respiratory physiology, and sleep-related respiratory problems.
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