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.

Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles / A. Grilli, R. Bengalli, E. Longhin, L. Capasso, M.C. Proverbio, M. Forcato, S. Bicciato, M. Gualtieri, C. Battaglia, M. Camatini. - In: BMC GENOMICS. - ISSN 1471-2164. - 19:(2018 Apr 27), pp. 302.1-302.15. [10.1186/s12864-018-4679-9]

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

A. Grilli
Primo
Methodology
;
M.C. Proverbio
Methodology
;
C. Battaglia
Penultimo
Writing – Review & Editing
;
2018

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.
English
BEAS-2B; Biomass particles; Diesel particles; Environmental particles; Gene network; Human health; Lung disorders; RNA-seq; Time-course; Ultrafine particles; Biotechnology; Genetics
Settore BIO/10 - Biochimica
Settore BIO/13 - Biologia Applicata
Settore BIO/11 - Biologia Molecolare
Articolo
Esperti anonimi
Ricerca di base
Pubblicazione scientifica
   Biological effects and human health impacts of ultrafine particles sources
   FONDAZIONE CARIPLO
   2013-1038
27-apr-2018
BioMed Central
19
302
1
15
15
Pubblicato
Periodico con rilevanza internazionale
This study has been supported by Cariplo Foundation (Grant no. 2013–1038). This was also supported by the Epigenetics Flagship project CNR-MIUR grant (to S.B). The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.
http://hdl.handle.net/2434/934146
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Transcriptional profiling of human bronchial epithelial cell BEAS-2B exposed to diesel and biomass ultrafine particles / A. Grilli, R. Bengalli, E. Longhin, L. Capasso, M.C. Proverbio, M. Forcato, S. Bicciato, M. Gualtieri, C. Battaglia, M. Camatini. - In: BMC GENOMICS. - ISSN 1471-2164. - 19:(2018 Apr 27), pp. 302.1-302.15. [10.1186/s12864-018-4679-9]
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A. Grilli, R. Bengalli, E. Longhin, L. Capasso, M.C. Proverbio, M. Forcato, S. Bicciato, M. Gualtieri, C. Battaglia, M. Camatini
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