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Combined Cardiopulmonary Failure in COPD: SPIROMICS HF

Combined Cardiopulmonary Failure in COPD: SPIROMICS HF
COPD 合并心肺衰竭:SPIROMICS HF
批准号:
10656151
负责人:
R Graham BARR
金额:
$197.17万
依托单位国家:
美国
项目类别:
财政年份:
2008
资助国家:
美国
项目状态:
已结题
起止时间:
2008-08-28 至 2024-06-30

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英文摘要
The death rate and hospitalizations from chronic obstructive pulmonary disease (COPD) have doubled in the last 50 years. A third of COPD hospitalizations overlap with heart failure, mostly with preserved ejection fraction (HFpEF), yet no large COPD study has ascertained cardiac function. The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study was funded to test the endothelial hypothesis of emphysema and examine reduced RV dimensions (“cor pulmonale parvus”) in COPD. In the MESA COPD Study II, we found that associations of reduced pulmonary microvascular blood flow with emphysema do not appear to be confounded by hypoxic pulmonary vasoconstriction and that emphysema on CT predicted RV regression over 5 years. We also developed methods to further subtype emphysema and COPD and scaled them up to the SubPopulations and InteRmediate Outcome Measures In COPD Study (SPIROMICS). We used unsupervised machine learning to discover new emphysema subtypes that are common and have molecular origins. Separately, we found that 26% of adults have segmental airway variants, which are associated with COPD and the developmental genes FGF10 and RARA. Both genes affect right heart development. In pilot work, we found one dramatically altered RV strain and the other associated with cor pulmonale parvus. Finally, we found that bronchitic ‘symptomatic smokers,’ who have hyperinflation from gas trapping, may have increased LV diastolic dysfunction. Hence, cardiac alterations in COPD are complex but recent advances in COPD subtyping may allow their personalized diagnosis and treatment. SPIROMICS is an NHLBI-funded prospective study that recruited smokers with COPD and controls and is re-examining 2,000 participants with gold- standard lung phenotyping including full-lung CT. We propose to add comprehensive echocardiography (echo) with speckle-tracking for cardiac mechanics for 1,000 SPIROMICS participants, with exercise in 700 and cardiopulmonary MRI in 600, to test the following hypotheses: 1) machine-learned subtypes of emphysema on CT are associated with specific alterations in cardiac structure and function, which vary from cor pulmonale to LV diastolic dysfunction; 2) participants with segmental airway variants have abnormal RV structure and function; 3) symptomatic smokers have signs of increased LV afterload and LV diastolic dysfunction. Innovative aspects of the application include the use of novel echo and MRI measures in a large, well- characterized cohort of COPD patients. Confirmation of the hypotheses would define the mechanisms of HFpEF in COPD and identify subsets of patients for targeted treatment of cardiopulmonary dysfunction.
期刊论文(68)
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会议论文
DOI: 10.1016/j.rmed.2018.06.001
发表时间: 2018-07
期刊: Respiratory medicine
影响因子: 4.3
作者: [Madahar P, Duprez DA, Podolanczuk AJ, Bernstein EJ, Kawut SM, Raghu G, Barr RG, Gross MD, Jacobs DR Jr, Lederer DJ]
通讯作者: Lederer DJ
Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.
使用隐马尔可夫测量场模型对心脏 CT 扫描进行肺气肿定量:MESA 肺研究。
DOI: 10.1007/978-3-319-46723-8_72
发表时间: 2016
期刊: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
影响因子: --
作者: [Yang,Jie, Angelini,ElsaD, Balte,PallaviP, Hoffman,EricA, Wu,ColinO, Venkatesh,BharathA, Barr,RGraham, Laine,AndrewF]
通讯作者: Laine,AndrewF
GENERATIVE METHOD TO DISCOVER EMPHYSEMA SUBTYPES WITH UNSUPERVISED LEARNING USING LUNG MACROSCOPIC PATTERNS (LMPS): THE MESA COPD STUDY.
使用肺宏观模式 (LMPS) 通过无监督学习发现肺气肿亚型的生成方法:MESA COPD 研究。
DOI: 10.1109/isbi.2017.7950541
发表时间: 2017
期刊: Proceedings. IEEE International Symposium on Biomedical Imaging
影响因子: --
作者: [Song,Jingkuan, Yang,Jie, Smith,Benjamin, Balte,Pallavi, Hoffman,EricA, Barr,RGraham, Laine,AndrewF, Angelini,ElsaD]
通讯作者: Angelini,ElsaD
DOI: 10.1371/journal.pone.0050224
发表时间: 2012
期刊: PloS one
影响因子: 3.7
作者: [Harris B, Klein R, Jerosch-Herold M, Hoffman EA, Ahmed FS, Jacobs DR Jr, Klein BE, Wong TY, Lima JA, Cotch MF, Barr RG]
通讯作者: Barr RG
35
    Training Program in Population Science of Respiratory Diseases
    Training Program in Population Science of Respiratory Diseases
    Training Program in Population Science of Respiratory Diseases
    Novel Quantitative Emphysema Subtypes in MESA and SPIROMICS
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