Evidence map›Paper›PMID 39080656›Full record

ArticleRespiratory research2024

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

Iain R Konigsberg, Nancy W Lin, Shu-Yi Liao, Cuining Liu, Kristyn MacPhail, Margaret M Mroz, Elizabeth Davidson, Clara I Restrepo, Sunita Sharma, Li Li and 2 more

Abstract read
In one paragraph

Article in Respiratory research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Contemporary management of sarcoidosis.Frontiers in medicine · 2026
    Review
  5. Review
  6. Article
  7. Review
  8. Article
  9. Review
  10. Overview of multi-omics approaches for pulmonary sarcoidosis.EC pulmonology and respiratory medicine · 2025
    Article
  11. Review
  12. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Iain R Konigsberg *Department of Biomedical Informatics, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA. iain.konigsberg@cuanschutz.edu.
Nancy W Lin *Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA. nlin15@jh.edu.
Shu-Yi LiaoDivision of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA.
Cuining LiuDepartment of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA.
Kristyn MacPhailDivision of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA.
Margaret M MrozDivision of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA.
Elizabeth DavidsonDepartment of Biomedical Informatics, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA.
Clara I RestrepoDivision of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA.
Sunita SharmaDivision of Pulmonary and Critical Care Sciences, Department of Medicine, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA.
Li LiDivision of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA.
Lisa A Maier *Division of Environmental and Occupational Health Sciences, Department of Medicine, National Jewish Health, Denver, CO, USA.
Ivana V Yang *Department of Biomedical Informatics, School of Medicine, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA.

Funding

Colorado Clinical and Translational Sciences InstituteUL1TR001082 · NCATS · UNIVERSITY OF COLORADO DENVER · PI SOKOL, RONALD J. · 2013 to 2017
$48.0M
Predictive Models of Beryllium Sensitization and Chronic Beryllium DiseaseR01ES034767 · NIEHS · NATIONAL JEWISH HEALTH · PI Maneesh Bhargava, Li Li · 2023 to 2026
$3.2M
Molecular Characterization of Progressive Pulmonary SarcoidosisR01HL162955 · NHLBI · NATIONAL JEWISH HEALTH · PI Maneesh Bhargava, ELLIOTT D CROUSER · 2023 to 2026
$3.2M
Using Multi-Omics to Define Regulators and Drivers of Granulomatous Inflammation and Chronic Beryllium DiseaseR01ES033678 · NIEHS · NATIONAL JEWISH HEALTH · PI LISA A MAIER, Ivana V Yang · 2022 to 2026
$3.1M
Epigenetic Regulation of Immune Pathways in SarcoidosisR01HL140357 · NHLBI · NATIONAL JEWISH HEALTH · PI MAIER, LISA A, YANG, IVANA V · 2018 to 2021
$2.8M
Comprehensive Proteomic Classifier for the Molecular Characterization of Pulmonary SarcoidosisR01HL153613 · NHLBI · UNIVERSITY OF MINNESOTA · PI BHARGAVA, MANEESH, MAIER, LISA A · 2021 to 2024
$2.8M
Exposure in Epigenetic Regulation of Immune Response in CBDR01ES023826 · NIEHS · NATIONAL JEWISH HEALTH · PI MAIER, LISA A, YANG, IVANA V · 2015 to 2019
$2.3M
MicroRNA as Diagnostic and Prognostic Biomarkers in SarcoidosisK23HL163313 · NHLBI · NATIONAL JEWISH HEALTH · PI Nancy Weijiun Lin · 2023 to 2026
$872k
The Role of Airway Epithelial Complement in Chronic Beryllium DiseaseR21ES036375 · NIEHS · NATIONAL JEWISH HEALTH · PI CHU, HONG W, LI, LI · 2024 to 2024
$471k
Foundation for Sarcoidosis Research 22-505-RFPNational Institute of Environmental Health Sciences,United States R01ES023826NCATS NIH HHS UL1 TR001082NCATS NIH HHS UL1TR001082NHLBI NIH HHS K23 HL163313NHLBI NIH HHS R01 HL140357NHLBI NIH HHS R01HL140357NHLBI NIH HHS R01 HL153613NHLBI NIH HHS R01 HL162955NIEHS NIH HHS R01 ES023826NIEHS NIH HHS R01 ES033678NIEHS NIH HHS R01 ES034767NIEHS NIH HHS R21 ES036375
6 · The paper itself

Abstract

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.

Indexed as

Bronchoalveolar Lavage FluidMultiomicsSarcoidosis, PulmonaryAdultCase-Control StudiesDisease ProgressionDNA MethylationFemaleHumansMaleMicroRNAsMiddle AgedRNA, MessengerMicroRNAsRNA, MessengerDNA methylationEpigeneticsGene expressionmicroRNAMulti-omicsSarcoidosis

Identifiers

PMID39080656
PMCPMC11290275

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.