BMI-related Genetic Factors and COPD Imaging Phenotypes
Zhang, J.; Moll, M.; Debban, C. L.; Hobbs, B. D.; Rijhwani, H.; Washko, G. R.; Celli, B.; Silverman, E. K.; Bakke, P.; Oelsner, E. C.; Barr, R. G.; Agusti, A.; Faner, R.; Brusselle, G.; Humphries, S. M.; Lynch, D. A.; Dupuis, J.; Manichaikul, A. W.; O'Connor, G. T.; Cho, M. H.
Show abstract
BackgroundWhile low body mass index (BMI) is associated with emphysema and obesity is associated with airway disease in chronic obstructive pulmonary disease (COPD), the underlying mechanisms are unclear. MethodsWe aggregated genetic variants from population-based genome-wide association studies to generate a polygenic score of BMI (PGSBMI). We calculated this score for participants from COPD-enriched and community-based cohorts and examined associations with automated quantification and visual interpretation of computed tomographic emphysema and airway wall thickness (AWT). We summarized the results using meta-analysis. ResultsIn the random-effects meta-analyses combining results of all cohorts (n=16,349), a standard deviation increase of the PGSBMI was associated with less emphysema as quantified by log-transformed percent of low attenuation areas [≤] 950 Hounsfield units ({beta}= -0.062, p<0.0001) and 15th percentile value of lung density histogram ({beta}=2.27, p<0.0001), and increased AWT as quantified by the square root of wall area of a 10-mm lumen perimeter airway ({beta}=0.016, p=0.0006) and mean segmental bronchial wall area percent ({beta}=0.26, p=0.0013). For imaging characteristics assessed by visual interpretation, a higher PGSBMI was associated with reduced emphysema in both COPD-enriched cohorts (OR for a higher severity grade=0.89, p=0.0080) and in the community-based Framingham Heart Study (OR for the presence of emphysema=0.82, p=0.0034), and a higher risk of airway wall thickening in the COPDGene study (OR=1.17, p=0.0023). ConclusionsIn individuals with and without COPD, a higher body mass index polygenic risk is associated with both quantitative and visual decreased emphysema and increased AWT, suggesting genetic determinants of BMI affect both emphysema and airway wall thickening.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- The protective effect of club cell secretory protein (CC-16) on COPD risk and progression: a Mendelian randomisation study 96%
- Pulmonary Fibrosis after COVID-19 is Associated with Severity of Illness and Blood Leukocyte Telomere Length 92%
- Radiomics analysis to predict pulmonary nodule malignancy using machine learning approaches 92%
Similar papers in this journal
- Genetic associations and architecture of asthma-chronic obstructive pulmonary disease overlap 92%
- Rethinking Blood Eosinophils for Assessing ICS Response in COPD: A Post-Hoc Analysis from FLAME 91%
- Sotatercept is Associated with Improved Lung Function in Sarcoidosis-Associated Pulmonary Hypertension 88%
Similar papers in this journal
- Clustering-based COPD Subtypes Have Distinct Longitudinal Outcomes and Multi-omics Biomarkers 97%
- Relative Contributions of Family History and a Polygenic Risk Score on COPD and Related Outcomes: COPDGene and ECLIPSE studies 93%
- Monocyte and neutrophil levels are potentially linked to progression to IPF for patients with indeterminate UIP CT pattern 89%
Similar papers in this journal
- The Effect of a Post-Bronchodilator FEV 1 /FVC < 0.7 on COPD Diagnosis and Treatment: A Regression Discontinuity Design 93%
- Proteomic associations with forced expiratory volume – a Mendelian randomisation study 92%
- Biomarkers of collagen synthesis predict progression in the PROFILE idiopathic pulmonary fibrosis cohort 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.