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

被引:46
作者
Grilli, Andrea [1 ,2 ]
Bengalli, Rossella [3 ]
Longhin, Eleonora [3 ]
Capasso, Laura [3 ]
Proverbio, Maria Carla [4 ]
Forcato, Mattia [1 ]
Bicciato, Silvio [1 ]
Gualtieri, Maurizio [5 ,6 ]
Battaglia, Cristina [7 ,8 ]
Camatini, Marina [3 ]
机构
[1] Univ Modena & Reggio Emilia, Ctr Genome Res, Dept Life Sci, Via G Campi 287, I-41125 Modena, Italy
[2] Univ Milan, Dept Med Biotechnol & Translat Med, PhD Program Mol & Translat Med, I-20090 Segrate, Italy
[3] Univ Milano Bicocca, Dept Earth & Environm Sci, Polaris Res Ctr, Piazza Sci 1, I-20126 Milan, Italy
[4] Univ Milan, Dept Physiopathol & Transplantat, Via Fratelli Cervi 93, I-20090 Segrate, Italy
[5] Univ Littoral Cote dOpale, Unit Environm Chem & Interact Life UCEIV, EA 4492, 189A Ave Maurice Schumann, F-59140 Dunkerque, France
[6] Italian Natl Agcy New Technol Energy & Sustainabl, ENEA SSPT MET INAT, Via Martiri di Monte Sole 4, I-40129 Bologna, Italy
[7] Univ Milan, Dept Med Biotechnol & Translat Med BIOMETRA, Via Fratelli Cervi 93, I-20090 Segrate, Italy
[8] Natl Res Council ITB CNR, Inst Biomed Technol, Via Fratelli Cervi 93, I-20090 Segrate, Italy
关键词
Ultrafine particles; Biomass particles; Diesel particles; Lung disorders; BEAS-2B; RNA-seq; Time-course; Gene network; Environmental particles; Human health;
D O I
10.1186/s12864-018-4679-9
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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 TNFa 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.
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页数:15
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共 69 条
  • [1] Nrf2 in health and disease: current and future clinical implications
    Al-Sawaf, Othman
    Clarner, Tim
    Fragoulis, Athanassios
    Kan, Yuet Wai
    Pufe, Thomas
    Streetz, Konrad
    Wruck, Christoph Jan
    [J]. CLINICAL SCIENCE, 2015, 129 (12) : 989 - 999
  • [2] HTSeq-a Python']Python framework to work with high-throughput sequencing data
    Anders, Simon
    Pyl, Paul Theodor
    Huber, Wolfgang
    [J]. BIOINFORMATICS, 2015, 31 (02) : 166 - 169
  • [3] [Anonymous], TOXICOLOGY
  • [4] [Anonymous], BIOMED RES INT
  • [5] Ambient particulate pollutants in the ultrafine range promote early atherosclerosis and systemic oxidative stress
    Araujo, Jesus A.
    Barajas, Berenice
    Kleinman, Michael
    Wang, Xuping
    Bennett, Brian J.
    Gong, Ke Wei
    Navab, Mohamad
    Harkema, Jack
    Sioutas, Constantinos
    Lusis, Aldons J.
    Nel, Andre E.
    [J]. CIRCULATION RESEARCH, 2008, 102 (05) : 589 - 596
  • [6] Toll like receptor-3 priming alters diesel exhaust particle-induced cytokine responses in human bronchial epithelial cells
    Bach, Nicolai S.
    Lag, Marit
    Ovrevik, Johan
    [J]. TOXICOLOGY LETTERS, 2014, 228 (01) : 42 - 47
  • [7] Changes in atherosclerotic plaques induced by inhalation of diesel exhaust
    Bai, Ni
    Kido, Takashi
    Suzuki, Hisashi
    Yang, Grace
    Kavanagh, Terrance J.
    Kaufman, Joel D.
    Rosenfeld, Michael E.
    van Breemen, Cornelis
    van Eeden, Stephan F.
    [J]. ATHEROSCLEROSIS, 2011, 216 (02) : 299 - 306
  • [8] PubMatrix: a tool for multiplex literature mining
    Becker, KG
    Hosack, DA
    Dennis, G
    Lempicki, RA
    Bright, TJ
    Cheadle, C
    Engel, J
    [J]. BMC BIOINFORMATICS, 2003, 4 (1)
  • [9] Diesel and biodiesel exhaust particle effects on rat alveolar macrophages with in vitro exposure
    Bhavaraju, Laya
    Shannahan, Jonathan
    William, Aaron
    McCormick, Robert
    McGee, John
    Kodavanti, Urmila
    Madden, Michael
    [J]. CHEMOSPHERE, 2014, 104 : 126 - 133
  • [10] Trimmomatic: a flexible trimmer for Illumina sequence data
    Bolger, Anthony M.
    Lohse, Marc
    Usadel, Bjoern
    [J]. BIOINFORMATICS, 2014, 30 (15) : 2114 - 2120