Multi-omic signatures of sarcoidosis and progression in bronchoalveolar lavage cells

被引:3
作者
Konigsberg, Iain R. [1 ]
Lin, Nancy W. [2 ,3 ,4 ]
Liao, Shu-Yi [2 ,3 ,5 ]
Liu, Cuining [6 ]
Macphail, Kristyn [2 ]
Mroz, Margaret M. [2 ]
Davidson, Elizabeth [1 ]
Restrepo, Clara I. [2 ]
Sharma, Sunita [3 ]
Li, Li [2 ,3 ]
Maier, Lisa A. [2 ,3 ,5 ]
Yang, Ivana V. [1 ,3 ]
机构
[1] Univ Colorado, Sch Med, Dept Biomed Informat, Anschutz Med Campus, Aurora, CO 80045 USA
[2] Natl Jewish Hlth, Dept Med, Div Environm & Occupat Hlth Sci, Denver, CO 80206 USA
[3] Univ Colorado, Sch Med, Dept Med, Div Pulm & Crit Care Sci, Anschutz Medical Campus, Aurora, CO 80045 USA
[4] Johns Hopkins Univ, Dept Med, Div Pulm & Crit Care Med, Baltimore, MD 21218 USA
[5] Colorado Sch Publ Hlth, Dept Environm & Occupat Hlth, Aurora, CO USA
[6] Colorado Sch Publ Hlth, Dept Biostat & Informat, Aurora, CO USA
关键词
Sarcoidosis; Epigenetics; Multi-omics; DNA methylation; Gene expression; microRNA; MICRORNA; EXPRESSION; CYTOKINES; MIRBASE;
D O I
10.1186/s12931-024-02919-7
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
BackgroundSarcoidosis is a heterogeneous granulomatous disease 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 biomarkers.MethodsBronchoalveolar 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 sarcoidosis diagnosis and progression phenotype, adjusting for age, sex, smoking, and principal components of the data. We built a supervised multi-omics model using a subset of features from each dataset.ResultsWe identified 1,459 CpGs, 64 mRNAs, and five miRNAs associated with sarcoidosis versus controls and four mRNAs associated with disease progression. Our integrated model emphasized the prominence of the PI3K/AKT1 pathway, which is important in T cell and mTOR function. Novel immune related genes and miRNAs including LYST, RGS14, SLFN12L, and hsa-miR-199b-5p, distinguished sarcoidosis from controls. Our integrated model also demonstrated differential expression/methylation of IL20RB, ABCC11, SFSWAP, AGBL4, miR-146a-3p, and miR-378b between non-progressive and progressive sarcoidosis.ConclusionsLeveraging 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 is required for confirmation.
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