Cargando…
Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis
BACKGROUND: Idiopathic pulmonary fibrosis (IPF) is a fatal lung disease with a significant unmet medical need. Development of transformational therapies for IPF is challenging in part to due to lack of robust predictive biomarkers of prognosis and treatment response. Importantly, circulating biomark...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543878/ https://www.ncbi.nlm.nih.gov/pubmed/34689792 http://dx.doi.org/10.1186/s12931-021-01860-3 |
_version_ | 1784589703208501248 |
---|---|
author | Sivakumar, Pitchumani Ammar, Ron Thompson, John Ryan Luo, Yi Streltsov, Denis Porteous, Mary McCoubrey, Carly Cantu, Edward Beers, Michael F. Jarai, Gabor Christie, Jason D. |
author_facet | Sivakumar, Pitchumani Ammar, Ron Thompson, John Ryan Luo, Yi Streltsov, Denis Porteous, Mary McCoubrey, Carly Cantu, Edward Beers, Michael F. Jarai, Gabor Christie, Jason D. |
author_sort | Sivakumar, Pitchumani |
collection | PubMed |
description | BACKGROUND: Idiopathic pulmonary fibrosis (IPF) is a fatal lung disease with a significant unmet medical need. Development of transformational therapies for IPF is challenging in part to due to lack of robust predictive biomarkers of prognosis and treatment response. Importantly, circulating biomarkers of IPF are limited and none are in clinical use. METHODS: We previously reported dysregulated pathways and new disease biomarkers in advanced IPF through RNA sequencing of lung tissues from a cohort of transplant-stage IPF patients (n = 36) in comparison to normal healthy donors (n = 19) and patients with acute lung injury (n = 11). Here we performed proteomic profiling of matching plasma samples from these cohorts through the Somascan-1300 SomaLogics platform. RESULTS: Comparative analyses of lung transcriptomic and plasma proteomic signatures identified a set of 34 differentially expressed analytes (fold change (FC) ≥ ± 1.5, false discovery ratio (FDR) ≤ 0.1) in IPF samples compared to healthy controls. IPF samples showed strong enrichment of chemotaxis, tumor infiltration and mast cell migration pathways and downregulated extracellular matrix (ECM) degradation. Mucosal (CCL25 and CCL28) and Th2 (CCL17 and CCL22) chemokines were markedly upregulated in IPF and highly correlated within the subjects. The mast cell maturation chemokine, CXCL12, was also upregulated in IPF plasma (fold change 1.92, FDR 0.006) and significantly correlated (Pearson r = − 0.38, p = 0.022) to lung function (%predicted FVC), with a concomitant increase in the mast cell Tryptase, TPSB2. Markers of collagen III and VI degradation (C3M and C6M) were significantly downregulated (C3M p < 0.001 and C6M p < 0.0001 IPF vs control) and correlated, Pearson r = 0.77) in advanced IPF consistent with altered ECM homeostasis. CONCLUSIONS: Our study identifies a panel of tissue and circulating biomarkers with clinical utility in IPF that can be validated in future studies across larger cohorts. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-021-01860-3. |
format | Online Article Text |
id | pubmed-8543878 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85438782021-10-25 Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis Sivakumar, Pitchumani Ammar, Ron Thompson, John Ryan Luo, Yi Streltsov, Denis Porteous, Mary McCoubrey, Carly Cantu, Edward Beers, Michael F. Jarai, Gabor Christie, Jason D. Respir Res Research BACKGROUND: Idiopathic pulmonary fibrosis (IPF) is a fatal lung disease with a significant unmet medical need. Development of transformational therapies for IPF is challenging in part to due to lack of robust predictive biomarkers of prognosis and treatment response. Importantly, circulating biomarkers of IPF are limited and none are in clinical use. METHODS: We previously reported dysregulated pathways and new disease biomarkers in advanced IPF through RNA sequencing of lung tissues from a cohort of transplant-stage IPF patients (n = 36) in comparison to normal healthy donors (n = 19) and patients with acute lung injury (n = 11). Here we performed proteomic profiling of matching plasma samples from these cohorts through the Somascan-1300 SomaLogics platform. RESULTS: Comparative analyses of lung transcriptomic and plasma proteomic signatures identified a set of 34 differentially expressed analytes (fold change (FC) ≥ ± 1.5, false discovery ratio (FDR) ≤ 0.1) in IPF samples compared to healthy controls. IPF samples showed strong enrichment of chemotaxis, tumor infiltration and mast cell migration pathways and downregulated extracellular matrix (ECM) degradation. Mucosal (CCL25 and CCL28) and Th2 (CCL17 and CCL22) chemokines were markedly upregulated in IPF and highly correlated within the subjects. The mast cell maturation chemokine, CXCL12, was also upregulated in IPF plasma (fold change 1.92, FDR 0.006) and significantly correlated (Pearson r = − 0.38, p = 0.022) to lung function (%predicted FVC), with a concomitant increase in the mast cell Tryptase, TPSB2. Markers of collagen III and VI degradation (C3M and C6M) were significantly downregulated (C3M p < 0.001 and C6M p < 0.0001 IPF vs control) and correlated, Pearson r = 0.77) in advanced IPF consistent with altered ECM homeostasis. CONCLUSIONS: Our study identifies a panel of tissue and circulating biomarkers with clinical utility in IPF that can be validated in future studies across larger cohorts. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-021-01860-3. BioMed Central 2021-10-24 2021 /pmc/articles/PMC8543878/ /pubmed/34689792 http://dx.doi.org/10.1186/s12931-021-01860-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sivakumar, Pitchumani Ammar, Ron Thompson, John Ryan Luo, Yi Streltsov, Denis Porteous, Mary McCoubrey, Carly Cantu, Edward Beers, Michael F. Jarai, Gabor Christie, Jason D. Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
title | Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
title_full | Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
title_fullStr | Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
title_full_unstemmed | Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
title_short | Integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
title_sort | integrated plasma proteomics and lung transcriptomics reveal novel biomarkers in idiopathic pulmonary fibrosis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543878/ https://www.ncbi.nlm.nih.gov/pubmed/34689792 http://dx.doi.org/10.1186/s12931-021-01860-3 |
work_keys_str_mv | AT sivakumarpitchumani integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT ammarron integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT thompsonjohnryan integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT luoyi integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT streltsovdenis integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT porteousmary integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT mccoubreycarly integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT cantuedward integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT beersmichaelf integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT jaraigabor integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis AT christiejasond integratedplasmaproteomicsandlungtranscriptomicsrevealnovelbiomarkersinidiopathicpulmonaryfibrosis |