Multi-Omic Signatures of Sarcoidosis and Progression in Bronchoalveolar Lavage Cells.


Journal

bioRxiv : the preprint server for biology
Titre abrégé: bioRxiv
Pays: United States
ID NLM: 101680187

Informations de publication

Date de publication:
27 Jan 2023
Historique:
pubmed: 8 2 2023
medline: 8 2 2023
entrez: 7 2 2023
Statut: epublish

Résumé

Sarcoidosis is a heterogeneous, granulomatous disease that can prove difficult to diagnose, with no accurate biomarkers of disease progression. Therefore, we profiled and integrated the DNA methylome, mRNAs, and microRNAs to identify molecular changes associated with sarcoidosis and disease progression that might illuminate underlying mechanisms of disease and potential genomic biomarkers. Bronchoalveolar lavage cells from 64 sarcoidosis subjects and 16 healthy controls were used. DNA methylation was profiled on Illumina HumanMethylationEPIC arrays, mRNA by RNA-sequencing, and miRNAs by small RNA-sequencing. Linear models were fit to test for effect of diagnosis and phenotype, adjusting for age, sex, and smoking. We built a supervised multi-omics model using a subset of features from each dataset. We identified 46,812 CpGs, 1,842 mRNAs, and 5 miRNAs associated with sarcoidosis versus controls and 1 mRNA, Leveraging the DNA methylome, transcriptome, and miRNA-sequencing in sarcoidosis BAL cells, we detected widespread molecular changes associated with disease, many which are involved in immune response. These molecules may serve as diagnostic/prognostic biomarkers and/or drug targets, although future testing will be required for confirmation.

Identifiants

pubmed: 36747844
doi: 10.1101/2023.01.26.525601
pmc: PMC9901011
pii:
doi:

Types de publication

Preprint

Langues

eng

Subventions

Organisme : NIEHS NIH HHS
ID : R01 ES033678
Pays : United States

Auteurs

Iain R Konigsberg (IR)

Department of Biomedical Informatics, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO.

Nancy W Lin (NW)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.
Division of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora CO.

Shu-Yi Liao (SY)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.
Division of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora CO.
Department of Environmental and Occupational Health, Colorado School of Public Health, Aurora, CO.

Cuining Liu (C)

Department of Biostatistics and Bioinformatics, Colorado School of Public Health, Aurora CO.

Kristyn MacPhail (K)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.

Margaret M Mroz (MM)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.

Elizabeth Davidson (E)

Department of Biomedical Informatics, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO.

Clara I Restrepo (CI)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.

Sunita Sharma (S)

Division of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora CO.

Li Li (L)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.
Division of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora CO.

Lisa A Maier (LA)

Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver CO.
Division of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora CO.
Department of Environmental and Occupational Health, Colorado School of Public Health, Aurora, CO.

Ivana V Yang (IV)

Department of Biomedical Informatics, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO.
Division of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora CO.

Classifications MeSH