Polygenic and transcriptional risk scores identify chronic obstructive pulmonary disease subtypes in the COPDGene and ECLIPSE cohort studies.

EBioMedicine

Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA; Harvard Medical School, Boston, MA, 02115, USA. Electro

Published: December 2024


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Background: Genetic variants and gene expression predict risk of chronic obstructive pulmonary disease (COPD), but their effect on COPD heterogeneity is unclear. We aimed to define high-risk COPD subtypes using genetics (polygenic risk score, PRS) and blood gene expression (transcriptional risk score, TRS) and assess differences in clinical and molecular characteristics.

Methods: We defined high-risk groups based on PRS and TRS quantiles by maximising differences in protein biomarkers in a COPDGene training set and identified these groups in COPDGene and ECLIPSE test sets. We tested multivariable associations of subgroups with clinical outcomes and compared protein-protein interaction networks and drug repurposing analyses between high-risk groups.

Findings: We examined two high-risk omics-defined groups in non-overlapping test sets (n = 1133 NHW COPDGene, n = 299 African American (AA) COPDGene, n = 468 ECLIPSE). We defined "high activity" (low PRS, high TRS) and "severe risk" (high PRS, high TRS) subgroups. Participants in both subgroups had lower body-mass index (BMI), lower lung function, and alterations in metabolic, growth, and immune signalling processes compared to a low-risk (low PRS, low TRS) subgroup. "High activity" but not "severe risk" participants had greater prospective FEV decline (COPDGene: -51 mL/year; ECLIPSE: -40 mL/year) and proteomic profiles were enriched in gene sets perturbed by treatment with 5-lipoxygenase inhibitors and angiotensin-converting enzyme (ACE) inhibitors.

Interpretation: Concomitant use of polygenic and transcriptional risk scores identified clinical and molecular heterogeneity amongst high-risk individuals. Proteomic and drug repurposing analysis identified subtype-specific enrichment for therapies and suggest prior drug repurposing failures may be explained by patient selection.

Funding: National Institutes of Health.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11570824PMC
http://dx.doi.org/10.1016/j.ebiom.2024.105429DOI Listing

Publication Analysis

Top Keywords

transcriptional risk
12
drug repurposing
12
polygenic transcriptional
8
risk scores
8
chronic obstructive
8
obstructive pulmonary
8
pulmonary disease
8
copdgene eclipse
8
gene expression
8
risk score
8

Similar Publications

Background: Prostate cancer is one of the most common malignancies in males worldwide. Serum prostate-specific antigen is a frequently employed biomarker in the diagnosis and risk stratification of prostate cancer; however, it is known for its low predictive accuracy for disease progression. New prognostic biomarkers are needed to distinguish aggressive prostate cancer from low-risk disease.

View Article and Find Full Text PDF

Investigating the impact of hyperbilirubinemia on cognitive dysfunction in adult zebrafish: an in vivo model.

Korean J Anesthesiol

September 2025

Department of Anesthesiology and Pain Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan 15588, the Republic of Korea.

Background: Despite the well-known effects of elevated bilirubin in neonates, its neurotoxic potential in adults remains uncertain. In perioperative and hepatic disease contexts, transient bilirubin elevations are common; however, their direct contribution to cognitive dysfunction has not been clearly established. This study aimed to determine whether transient bilirubin elevation alone can impair cognition and disrupt blood-brain barrier (BBB) function in adult zebrafish, and to compare these effects with those of liver injury.

View Article and Find Full Text PDF

Background: Atherosclerosis (AS) is a leading risk factor for cardiovascular diseases globally, characterised by the accumulation of lipids and cholesterol in arterial walls, causing vascular narrowing and sclerosis along with chronic inflammation; this leads to increased risk of heart disease and stroke, significantly impacting patients' health. Danxia Tiaoban Decoction (DXTB), a traditional Chinese medicine (TCM) formula, has demonstrated positive clinical effects in treating AS; however, its mechanisms of action remain unclear.

Objective: To explore the potential mechanisms of action of DXTB in treating AS through multi-omics integration and experimental validation.

View Article and Find Full Text PDF

Diagnostic and transition accuracy of natural language processing in high risk for psychosis individuals: A systematic review.

Asian J Psychiatr

September 2025

Department of Psychiatry and Mental Health, Faculty of Medicine, Universidad de Chile, Santiago, Chile; Translational Psychiatry Laboratory (Psiquislab), Faculty of Medicine, Universidad de Chile, Santiago, Chile; Millennium Nucleus to Improve the Mental Health of Adolescents and Youths (IMHAY), San

Background: Schizophrenia spectrum disorders often emerge in adolescence or early adulthood and are a leading cause of global disability. Early identification of clinical high‑risk for psychosis (CHR‑P) can reduce comorbidity and shorten untreated psychosis duration, yet clinician‑administered tools (e.g.

View Article and Find Full Text PDF

Tracking mitigation and expression patterns of the antibiotic resistome during full-scale livestock wastewater treatment: Comparison between summer and winter conditions.

Water Res

August 2025

Westlake Laboratory of Life Sciences and Biomedicine, Center for Infectious Disease Research, School of Life Sciences, Westlake University, Hangzhou 310024, China; Zhejiang Provincial Key Laboratory of Intelligent Low-Carbon Biosynthesis, Research Center for Industries of the Future, School of Engin

Livestock wastewater is a critical reservoir of antibiotic resistance genes (ARGs) that poses significant public health risks. This study comprehensively evaluated the seasonal dynamics and associated risks of ARGs in a full-scale livestock wastewater treatment plant using an integrated metagenomic and metatranscriptomic approach. The results showed that untreated livestock wastewater harbored high abundance (4.

View Article and Find Full Text PDF