Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles

Abstract Background Emissions from diesel vehicles and biomass burning are the principal sources of primary ultrafine particles (UFP). The exposure to UFP has been associated to cardiovascular and pulmonary diseases, including lung cancer. Although many aspects of the toxicology of ambient particula...

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Main Authors: Andrea Grilli, Rossella Bengalli, Eleonora Longhin, Laura Capasso, Maria Carla Proverbio, Mattia Forcato, Silvio Bicciato, Maurizio Gualtieri, Cristina Battaglia, Marina Camatini
Format: Article
Language:English
Published: BMC 2018-04-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-018-4679-9
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spelling doaj-2becc5ab9e834f969388d8eda58709992020-11-24T20:40:42ZengBMCBMC Genomics1471-21642018-04-0119111510.1186/s12864-018-4679-9Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particlesAndrea Grilli0Rossella Bengalli1Eleonora Longhin2Laura Capasso3Maria Carla Proverbio4Mattia Forcato5Silvio Bicciato6Maurizio Gualtieri7Cristina Battaglia8Marina Camatini9Department of Life Sciences, Center for Genome Research, University of Modena and Reggio EmiliaPolaris Research Centre, Department of Earth and Environmental Sciences, University of Milano-BicoccaPolaris Research Centre, Department of Earth and Environmental Sciences, University of Milano-BicoccaPolaris Research Centre, Department of Earth and Environmental Sciences, University of Milano-BicoccaDepartment of Physiopathology and Transplantation, University of MilanDepartment of Life Sciences, Center for Genome Research, University of Modena and Reggio EmiliaDepartment of Life Sciences, Center for Genome Research, University of Modena and Reggio EmiliaUnit of Environmental Chemistry and Interaction with Life (UCEIV, EA 4492), Université du Littoral Côte d’Opale 189ADepartment of Medical Biotechnology and Translational Medicine (BIOMETRA), University of MilanPolaris Research Centre, Department of Earth and Environmental Sciences, University of Milano-BicoccaAbstract Background Emissions from diesel vehicles and biomass burning are the principal sources of primary ultrafine particles (UFP). The exposure to UFP has been associated to cardiovascular and pulmonary diseases, including lung cancer. Although many aspects of the toxicology of ambient particulate matter (PM) have been unraveled, the molecular mechanisms activated in human cells by the exposure to UFP are still poorly understood. Here, we present an RNA-seq time-course experiment (five time point after single dose exposure) used to investigate the differential and temporal changes induced in the gene expression of human bronchial epithelial cells (BEAS-2B) by the exposure to UFP generated from diesel and biomass combustion. A combination of different bioinformatics tools (EdgeR, next-maSigPro and reactome FI app-Cytoscape and prioritization strategies) facilitated the analyses the temporal transcriptional pattern, functional gene set enrichment and gene networks related to cellular response to UFP particles. Results The bioinformatics analysis of transcriptional data reveals that the two different UFP induce, since the earliest time points, different transcriptional dynamics resulting in the activation of specific genes. The functional enrichment of differentially expressed genes indicates that the exposure to diesel UFP induces the activation of genes involved in TNFα signaling via NF-kB and inflammatory response, and hypoxia. Conversely, the exposure to ultrafine particles from biomass determines less distinct modifications of the gene expression profiles. Diesel UFP exposure induces the secretion of biomarkers associated to inflammation (CCXL2, EPGN, GREM1, IL1A, IL1B, IL6, IL24, EREG, VEGF) and transcription factors (as NFE2L2, MAFF, HES1, FOSL1, TGIF1) relevant for cardiovascular and lung disease. By means of network reconstruction, four genes (STAT3, HIF1a, NFKB1, KRAS) have emerged as major regulators of transcriptional response of bronchial epithelial cells exposed to diesel exhaust. Conclusions Overall, this work highlights modifications of the transcriptional landscape in human bronchial cells exposed to UFP and sheds new lights on possible mechanisms by means of which UFP acts as a carcinogen and harmful factor for human health.http://link.springer.com/article/10.1186/s12864-018-4679-9Ultrafine particlesBiomass particlesDiesel particlesLung disordersBEAS-2BRNA-seq
collection DOAJ
language English
format Article
sources DOAJ
author Andrea Grilli
Rossella Bengalli
Eleonora Longhin
Laura Capasso
Maria Carla Proverbio
Mattia Forcato
Silvio Bicciato
Maurizio Gualtieri
Cristina Battaglia
Marina Camatini
spellingShingle Andrea Grilli
Rossella Bengalli
Eleonora Longhin
Laura Capasso
Maria Carla Proverbio
Mattia Forcato
Silvio Bicciato
Maurizio Gualtieri
Cristina Battaglia
Marina Camatini
Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles
BMC Genomics
Ultrafine particles
Biomass particles
Diesel particles
Lung disorders
BEAS-2B
RNA-seq
author_facet Andrea Grilli
Rossella Bengalli
Eleonora Longhin
Laura Capasso
Maria Carla Proverbio
Mattia Forcato
Silvio Bicciato
Maurizio Gualtieri
Cristina Battaglia
Marina Camatini
author_sort Andrea Grilli
title Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles
title_short Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles
title_full Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles
title_fullStr Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles
title_full_unstemmed Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles
title_sort transcriptional profiling of human bronchial epithelial cell beas-2b exposed to diesel and biomass ultrafine particles
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2018-04-01
description Abstract Background Emissions from diesel vehicles and biomass burning are the principal sources of primary ultrafine particles (UFP). The exposure to UFP has been associated to cardiovascular and pulmonary diseases, including lung cancer. Although many aspects of the toxicology of ambient particulate matter (PM) have been unraveled, the molecular mechanisms activated in human cells by the exposure to UFP are still poorly understood. Here, we present an RNA-seq time-course experiment (five time point after single dose exposure) used to investigate the differential and temporal changes induced in the gene expression of human bronchial epithelial cells (BEAS-2B) by the exposure to UFP generated from diesel and biomass combustion. A combination of different bioinformatics tools (EdgeR, next-maSigPro and reactome FI app-Cytoscape and prioritization strategies) facilitated the analyses the temporal transcriptional pattern, functional gene set enrichment and gene networks related to cellular response to UFP particles. Results The bioinformatics analysis of transcriptional data reveals that the two different UFP induce, since the earliest time points, different transcriptional dynamics resulting in the activation of specific genes. The functional enrichment of differentially expressed genes indicates that the exposure to diesel UFP induces the activation of genes involved in TNFα signaling via NF-kB and inflammatory response, and hypoxia. Conversely, the exposure to ultrafine particles from biomass determines less distinct modifications of the gene expression profiles. Diesel UFP exposure induces the secretion of biomarkers associated to inflammation (CCXL2, EPGN, GREM1, IL1A, IL1B, IL6, IL24, EREG, VEGF) and transcription factors (as NFE2L2, MAFF, HES1, FOSL1, TGIF1) relevant for cardiovascular and lung disease. By means of network reconstruction, four genes (STAT3, HIF1a, NFKB1, KRAS) have emerged as major regulators of transcriptional response of bronchial epithelial cells exposed to diesel exhaust. Conclusions Overall, this work highlights modifications of the transcriptional landscape in human bronchial cells exposed to UFP and sheds new lights on possible mechanisms by means of which UFP acts as a carcinogen and harmful factor for human health.
topic Ultrafine particles
Biomass particles
Diesel particles
Lung disorders
BEAS-2B
RNA-seq
url http://link.springer.com/article/10.1186/s12864-018-4679-9
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