Identification of factors directly linked to incident chronic obstructive pulmonary disease: A causal graph modeling study

This study took an agnostic approach to identify which baseline measurements differentiate and predict the early stages of lung function decline in individuals with previous smoking history. Our analysis suggests that emphysema affects obstruction onset, while airway predominant pathology may play a more important role in future FEV1 (%predicted) decline without obstruction, and FEF25-75% may affect both.

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Publication Details

Journal
PLoS Medicine
Published
2024-08-13
DOI
https://doi.org/10.1371/journal.pmed.1004444
Citations
1
Primary Topic
Chronic Obstructive Pulmonary Disease (COPD) Research
Type
article
Field-Weighted Citation Impact
0.42

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article

Identification of factors directly linked to incident chronic obstructive pulmonary disease: A causal graph modeling study

Edwin K. Silverman, Frank C. Sciurba, Panayiotis V. Benos, Dawn L. DeMeo et al.
1 citations
PLoS Medicine
Chronic Obstructive Pulmonary Disease (COPD) Research
0.42
article

Identification of factors directly linked to incident chronic obstructive pulmonary disease: A causal graph modeling study

Edwin K. Silverman, Frank C. Sciurba, Panayiotis V. Benos, Dawn L. DeMeo, Robert W. Gregg, Chad Karoleski
article en
1 citations

Abstract

This study took an agnostic approach to identify which baseline measurements differentiate and predict the early stages of lung function decline in individuals with previous smoking history. Our analysis suggests that emphysema affects obstruction onset, while airway predominant pathology may play a more important role in future FEV1 (%predicted) decline without obstruction, and FEF25-75% may affect both.

PLoS MedicineVol. 21(8)
Brigham and Women's Hospital (US), Harvard University (US), University of Pittsburgh (US), University of Florida (US), University of Pittsburgh Medical Center (US)
Pfizer, AstraZeneca, GlaxoSmithKline, Sanofi, COPD Foundation, Sunovion, Regeneron Pharmaceuticals, National Institutes of Health, Genentech, National Heart, Lung, and Blood Institute, National Human Genome Research Institute, U.S. National Library of Medicine
Good health and well-being
Openalex Percentile: Top 34%
Chronic Obstructive Pulmonary Disease (COPD) Research
0.42
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Identification of factors directly linked to incident chronic obstructive pulmonary disease: A causal graph modeling study — Edwin K. Silverman, Frank C. Sciurba, et al. · PLoS Medicine (2024) | TGRS Research Map | TGRS