| Literature DB >> 24788721 |
Mei Yu So1, ZhiPeng Tian2, Yong Shian Phoon1, Sha Sha1, Michael N Antoniou3, JiangWen Zhang1, Rudolf S S Wu1, Kian C Tan-Un2.
Abstract
Zearalenone (ZEA), a mycoestrogen produced by Fusarium fungal species, is mainly found in cereal crops such as maize, wheat and barley. Although ZEA has been reported to be present in air, little is known about the health risk or the molecular basis of action when lung cells are exposed to ZEA. As ZEA has a similar structure to estrogen, its potential risk as an endocrine disrupting chemical (EDC) has thus aroused both environmental and public health concerns. The purpose of this study is to identify the responses and underlying molecular changes that occur when human bronchial epithelial BEAS-2B cells are exposed to ZEA. Differential gene expression profiles were identified in cells that were treated with 40 µM ZEA for 6 h and 24 h by high-throughput microarray analysis using Affymetrix Human Gene 2.0 GeneChip. The array results showed that after ZEA treatment, 262 genes at 6 h and 1073 genes at 24 h were involved in the differential regulation. Pathway analysis revealed that diverse cellular processes were affected when lung cells were exposed to ZEA resulting in impaired response to DNA damage, cell cycle arrest, down-regulation of inflammatory responses and alterations of epigenetic marks. Results of further experiments indicated that 40 µM ZEA decreased cell viability, induced apoptosis and promoted reactive oxygen species (ROS) generation in a time-dependent manner. Immuno-suppressive effects of ZEA were further revealed through the suppression of lipopolysaccharide (LPS)-induced expression of pro-inflammatory cytokines (IL-6, IL-8 and IL-1β). Interestingly, the level of global DNA methylation was markedly decreased after 24 h exposure to ZEA. Collectively, these observations suggested that a broad range of toxic effects are elicited by ZEA. Particularly, ROS may play a pivotal role in ZEA-induced cell death. These adverse effects observed in lung cells suggest that exposure to ZEA may increase susceptibility of lung cells to diseases and required further investigations.Entities:
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Year: 2014 PMID: 24788721 PMCID: PMC4008614 DOI: 10.1371/journal.pone.0096404
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Cytotoxic effects of ZEA on BEAS-2B cells determined by MTT assay.
Cells were treated with increasing concentrations of ZEA (from 0 to 160 µM) for 48 h. Cell viability was expressed as percentages of control (values taken as 100%) and are mean ± SD of at least 3 independent experiments. * represents p<0.05 significantly different from control as assessed by t-test.
Figure 2Venn diagrams of differential expressed genes at different time points after ZEA treatment.
The blue circles represent 6(A) Up-regulated genes. (B) Down-regulated genes.
The 30 most differentially expressed genes in BEAS-2B cells after 6 h treatment with ZEA.
| Gene symbol | Gene description | Fold change | p-value |
|
| |||
| HSPA1B, HSPA1A | Heat shock 70 kDa protein 1B, heat shock 70 kDa protein 1A | 3.78 | 7.87E-07 |
| SDIM1 | Stress responsive DNAJB4 interacting membrane protein 1 | 2.63 | 0.00041 |
| COPG2IT1 | COPG2 imprinted transcript 1 (non-protein coding) | 2.56 | 0.00087 |
| DNAJA4 | DnaJ (Hsp40) homolog, subfamily A, member 4 | 2.29 | 8.2E-05 |
| LINC00473 | Long intergenic non-protein coding RNA 473 | 2.29 | 6.4E-05 |
| PARD6G-AS1 | PARD6G antisense RNA 1 (non-protein coding) | 2.25 | 7.2E-05 |
| FAM72C | Family with sequence similarity 72, member C | 2.22 | 0.0003 |
| HSPA4L | Heat shock 70 kDa protein 4-like | 2.17 | 1.7E-05 |
| DDIT4 | DNA-damage-inducible transcript 4 | 2.15 | 0.00044 |
| ARL17A, ARL17B | ADP-ribosylation factor-like 17A, ADP-ribosylation factor-like 17B, ADP-ribosylation factor-like protein 17-like | 2.13 | 9.25E-07 |
| BAG3 | BCL2-associated athanogene 3 | 2.12 | 2.1E-05 |
| MT1F | Metallothionein 1F | 2.05 | 0.00039 |
| DRP2 | Dystrophin related protein 2 | 2.03 | 0.00581 |
| CHORDC1 | Cysteine and histidine-rich domain (CHORD) containing 1 | 2.02 | 0.00012 |
| LINC00310 | Long intergenic non-protein coding RNA 310 | 1.98 | 6.9E-05 |
|
| |||
| KRTAP2-4 | Keratin associated protein 2-4-like, keratin associated protein 2-4 | −3.28 | 7.7E-05 |
| SERPINB2, SERPINB10 | Serpin peptidase inhibitor, clade B (ovalbumin), member 2, serpin peptidase Inhibitor, clade B (ovalbumin), member 10 | −2.87 | 4E-06 |
| PLAU | Plasminogen activator, urokinase | −2.79 | 4.2E-05 |
| SHISA2 | Shisa homolog 2 (Xenopus laevis) | −2.72 | 0.00001 |
| CYP1B1 | Cytochrome P450, family 1, subfamily B, polypeptide 1 | −2.66 | 7E-06 |
| DLX2 | Distal-less homeobox 2 | −2.63 | 0.00007 |
| EDN1 | Endothelin 1 | −2.57 | 6.9E-05 |
| FOSL1 | FOS-like antigen 1 | −2.44 | 1.1E-05 |
| ADAMTS1 | ADAM metallopeptidase with thrombospondin type 1 motif, 1 | −2.29 | 0.00062 |
| SMAD7 | SMAD family member 7 | −2.24 | 0.00039 |
| KLF10 | Kruppel-like factor 10 | −2.22 | 0.00018 |
| IL8 | Interleukin 8 | −2.22 | 0.0107 |
| KRT80 | Keratin 80 | −2.11 | 0.00016 |
| RUNX2 | Runt-related transcription factor 2 | −2.05 | 2.6E-05 |
| LOC100131234 | Familial acute myelogenous leukemia related factor | −2.04 | 8.4E-05 |
The 30 most differentially expressed genes in BEAS-2B cells after 24 h treatment with ZEA.
| Gene symbol | Gene name | Fold change | p-value |
|
| |||
| HSPA1B, HSPA1A | Heat shock 70 kDa protein 1B, heat shock 70 kDa protein 1A | 6.54 | 3.46E-08 |
| NR4A3 | Nuclear receptor subfamily 4, group A, member 3 | 5.79 | 0.00018 |
| CLDN12, CDK14 | Claudin 12, cyclin-dependent kinase 14 | 5.25 | 0.00074 |
| AGBL5-AS1 | AGBL5 antisense RNA 1 (non-protein coding) | 4.11 | 0.0001 |
| LMOD1 | Leiomodin 1 (smooth muscle) | 3.91 | 4.9E-05 |
| DNAJA4 | DnaJ (Hsp40) homolog, subfamily A, member 4 | 3.32 | 4.5E-05 |
| CHORDC1 | Cysteine and histidine-rich domain (CHORD) containing 1 | 2.96 | 2.9E-05 |
| LRP4-AS1 | LRP4 antisense RNA 1 (non-protein coding) | 2.95 | 0.00208 |
| SDIM1 | Stress responsive DNAJB4 interacting membrane protein 1 | 2.79 | 0.00018 |
| HSPA4L | Heat shock 70 kDa protein 4-like | 2.75 | 1.3E-05 |
| HSPH1 | Heat shock 105 kDa/110 kDa protein 1 | 2.66 | 6.3E-05 |
| DDIT4 | DNA-damage-inducible transcript 4 | 2.62 | 1.7E-05 |
| ALDH1L2 | Aldehyde dehydrogenase 1 family, member L2 | 2.55 | 0.00011 |
| SNORD14E | Small nucleolar RNA, C/D box 14E | 2.54 | 0.00154 |
| CCDC146 | Coiled-coil domain containing 146 | 2.52 | 0.0004 |
|
| |||
| HLF | Hepatic leukemia factor | −6.4 | 1.8E-05 |
| SERPINB2, SERPINB10 | Serpin peptidase inhibitor, clade B (ovalbumin), member 2, serpin Peptidase inhibitor, clade B (ovalbumin), member 10 | −5.52 | 0.00067 |
| DIO2 | Deiodinase, iodothyronine, type II | −5.45 | 1.2E-05 |
| PALMD | Palmdelphin | −4 | 0.00019 |
| F2RL2 | Coagulation factor II (thrombin) receptor-like 2 | −3.92 | 6.9E-05 |
| MIRLET7A2 | MicroRNA let-7a-2 | −3.81 | 0.02093 |
| SHISA2 | Shisa homolog 2 (Xenopus laevis) | −3.78 | 8.5E-05 |
| PSG5 | Pregnancy specific beta-1-glycoprotein 5 | −3.75 | 0.00002 |
| TACSTD2 | Tumor-associated calcium signal transducer 2 | −3.65 | 5.4E-05 |
| SNORD116-28, SNORD115-26, SNORD115-13, SNORD115-7, SNORD107 | Small nucleolar RNA, C/D box 116-28, small nucleolar RNA, C/D box 115-26, small nucleolar RNA, C/D box 115-13, small nucleolar RNA, C/D box 115-7, small nucleolar RNA, C/D box 107 | −3.32 | 0.00459 |
| ADAMTS1 | ADAM metallopeptidase with thrombospondin type 1 motif, 1 | −3.32 | 0.00096 |
| CPA4 | Carboxypeptidase A4 | −3.23 | 0.00001 |
| MIRLET7C | microRNA let-7c | −3.22 | 0.0225 |
| FBXO32 | F-box protein 32 | −3.06 | 0.00046 |
| EPGN | Epithelial mitogen homolog (mouse) | −3.06 | 0.00547 |
Key pathways predicted by Single Experiment Analysis (SEA) following treatment with ZEA in BEAS-2B cells.
| Pathway | Number of differential entities involved | Total number of entities in the category | p-values |
|
| |||
| TGF-beta signaling pathway | 3 | 55 | 0.00499 |
|
| |||
| DNA Replication | 14 | 42 | 0 |
| G1 to S cell cycle control | 17 | 68 | 1.21E-10 |
| Cell cycle | 19 | 103 | 2.33E-10 |
| Synthesis of DNA | 7 | 13 | 1.01E-09 |
| Cholesterol biosynthesis | 7 | 17 | 2.26E-08 |
| Regulation of DNA replication | 5 | 7 | 6.95E-08 |
| SREBP signaling | 10 | 56 | 1.45E-07 |
| TGF Beta Signaling Pathway | 9 | 55 | 1.55E-06 |
| miRNA regulation of DNA Damage Response | 10 | 98 | 2.64E-05 |
| Lymphocyte TarBase | 22 | 420 | 4.97E-05 |
| Epithelium TarBase | 17 | 278 | 5.52E-05 |
| Senescence and Autophagy | 10 | 106 | 6.23E-05 |
| DNA damage response | 8 | 68 | 7.07E-05 |
| E2F-MIRHG1 feedback-loop | 3 | 5 | 8.12E-05 |
| Mitotic M-M-G1 phases | 4 | 15 | 1.93E-04 |
| AhR pathway | 5 | 28 | 2.28E-04 |
| SREBF and miR33 in cholesterol and lipid homeostasis | 4 | 18 | 4.13E-04 |
| APC-C-mediated degradation of cell cycle proteins | 3 | 10 | 9.03E-04 |
| L1CAM interactions | 4 | 27 | 0.0011 |
| BMP signaling and regulation | 3 | 12 | 0.0016 |
| Androgen receptor signaling pathway | 7 | 85 | 0.0018 |
| Unfolded Protein Response | 3 | 14 | 0.0021 |
| Leukocyte TarBase | 8 | 128 | 0.0043 |
| p38 MAPK Signaling Pathway | 4 | 34 | 0.0048 |
| MAPK signaling pathway | 9 | 161 | 0.0056 |
| TSH signaling pathway | 5 | 65 | 0.010 |
| Complement and Coagulation Cascades | 4 | 64 | 0.020 |
| Mitotic G1-G1-S phases | 2 | 11 | 0.020 |
| Metabolism of nucleotides | 2 | 12 | 0.024 |
| Apoptosis | 5 | 83 | 0.027 |
| Integrin cell surface interactions | 2 | 16 | 0.032 |
| Interleukin-1 signaling | 2 | 15 | 0.032 |
| Keap1-Nrf2 Pathway | 2 | 14 | 0.032 |
| Cancer prevention | 2 | 15 | 0.036 |
| Cell Cycle Checkpoints | 2 | 16 | 0.036 |
| miRNAs involved in DDR | 4 | 69 | 0.043 |
| Interleukin-11 Signaling Pathway | 3 | 40 | 0.047 |
Differentially expressed genes related to cell cycle regulation.
| Gene symbol | Gene description | Fold change | |
| 6 h | 24 h | ||
| ANAPC16 | Anaphase promoting complex subunit 16 | 1.6 | |
| ASNS | Asparagine synthetase (glutamine-hydrolyzing) | 2.35 | |
| ATF3 | Activating transcription factor 3 | −1.63 | |
| AURKA | Aurora kinase A | 1.62 | |
| CCNB1 | Cyclin B1 | 1.6 | |
| CCNE1 | Cyclin E1 | −1.33 | −2.11 |
| CCNE2 | Cyclin E2 | −1.32 | −2.93 |
| CD24 | CD24 molecule | −2.18 | |
| CDC20 | Cell division cycle 20 homolog (S. Cerevisiae) | −2.25 | |
| CDC45 | Cell division cycle 45 homolog (S. Cerevisiae) | −1.26 | −1.87 |
| CDC6 | Cell division cycle 6 homolog (S. Cerevisiae) | −1.69 | |
| CDCA3 | Cell division cycle associated 3 | 1.72 | |
| CDCA7 | Cell division cycle associated 7 | −1.88 | |
| CDK14 | Cyclin-dependent kinase 14 | −1.66 | 5.25 |
| CDKN2B | Cyclin-dependent kinase inhibitor 2B (p15, inhibits CDK4) | −1.52 | |
| CKAP5 | Cytoskeleton associated protein 5 | 1.55 | |
| CKS2 | CDC28 protein kinase regulatory subunit 2 | 1.19 | 1.57 |
| CTGF | Connective tissue growth factor | 1.51 | |
| DBF4B | DBF4 homolog B (S. Cerevisiae) | 1.51 | |
| DLGAP5 | Discs, large (Drosophila) homolog-associated protein 5 | 1.52 | |
| DSN1 | DSN1, MIND kinetochore complex component, homolog (S. Cerevisiae) | −1.65 | |
| E2F1 | E2F transcription factor 1 | −1.61 | |
| E2F7 | E2F transcription factor 7 | −1.12 | −1.84 |
| EGR1 | Early growth response 1 | −1.28 | −2.09 |
| GAS1 | Growth arrest-specific 1 | −2.05 | |
| GAS2L3 | Growth arrest-specific 2 like 3 | 1.57 | |
| HIST1H2BB | Histone cluster 1, h2bb | −1.48 | −2.03 |
| HIST1H3A-J | Histone cluster 1, H3A-J | −1.34 | −1.66 |
| HIST2H2AC | Histone cluster 2, h2ac | −1.24 | −1.58 |
| HIST1H1B | Histone cluster 1, h1b | −1.18 | −1.78 |
| H1F0 | H1 histone family, member 0 | −1.9 | |
| HIST1H2AB, HIST1H2AE | Histone cluster 1, h2ab, histone cluster 1, h2ae | −1.79 | |
| HIST1H1C | Histone cluster 1, h1c | −1.77 | |
| HIST1H2BC, HIST1H2BI, HIST1H2BE-G | Histone cluster 1, h2bc, histone cluster 1, h2bi, histone cluster 1, h2be-g | −1.65 | |
| H1FX | H1 histone family, member X | −1.6 | |
| HIST2H4B, HIST4H4, HIST1H4A-F, HIST1H4H-L, | Histone cluster 2, h4b, histone cluster 4, H4, histone cluster 2, H4A-F histone cluster 1, H4H-L | −1.58 | |
| HIST1H2AE, HIST1H2AB | Histone cluster 1, h2ae, histone cluster 1, h2ab | −1.53 | |
| HIST1H2BN | Histone cluster 1, h2bn | 2.2 | |
| H2BFXP | H2B histone family, member X, pseudogene | 1.6 | |
| INCENP | Inner centromere protein antigens 135/155 kda | 1.54 | |
| JUN | Jun proto-oncogene | −1.35 | −2.67 |
| KLF10 | Kruppel-like factor 10 | −2.24 | −2.1 |
| KLF11 | Kruppel-like factor 11 | −1.35 | −1.69 |
| LOC100289187|ZNF655 | Transmembrane protein 225-like, zinc finger protein 655 | 1.51 | 1.92 |
| MYB | V-myb myeloblastosis viral oncogene homolog (avian) | −2.68 | |
| MYC | V-myc myelocytomatosis viral oncogene homolog (avian) | −1.31 | −1.63 |
| NEK2 | NIMA (never in mitosis gene a)-related kinase 2 | 2.17 | |
| NEK6 | NIMA (never in mitosis gene a)-related kinase 6 | −1.24 | −1.57 |
| NOG | Noggin | −1.95 | −2.35 |
| PAK3 | P21 protein (Cdc42/Rac)-activated kinase 3 | 1.63 | 1.91 |
| PLK2 | Polo-like kinase 2 | −1.16 | −1.64 |
| RHOB | Ras homolog gene family, member B | −1.43 | −1.81 |
| SERPINE1 | Serpin peptidase inhibitor, clade E (nexin, plasminogen activator inhibitor type 1), member 1 | −1.09 | −2.33 |
| TGFB2 | Transforming growth factor, beta 2 | −1.2 | −1.75 |
| TGFBR1 | Transforming growth factor, beta receptor 1 | −1.51 | |
| TGFBR3 | Transforming growth factor, beta receptor III | −1.57 | |
| THBS1 | Thrombospondin 1 | −1.59 | −1.47 |
| UBE2C | Ubiquitin-conjugating enzyme E2C | 1.77 | |
| UBE2S | Ubiquitin-conjugating enzyme E2S | 1.62 | |
| WISP2 | WNT1 inducible signaling pathway protein 2 | −1.26 | −2.24 |
*Only the fold change with p<0.05 are shown.
Differentially expressed genes related to replication, damage and repair of DNA.
| Gene symbol | Gene name | Fold change | |
| 6 h | 24 h | ||
| AGTR1 | Angiotensin II receptor, type 1 | −1.53 | |
| BLM | Bloom syndrome, recq helicase-like | −1.66 | |
| BUB1 | Budding uninhibited by benzimidazoles 1 homolog (yeast) | 1.69 | |
| CDC45 | Cell division cycle 45 homolog (S. Cerevisiae) | −1.26 | −1.87 |
| CDC6 | Cell division cycle 6 homolog (S. Cerevisiae) | −1.69 | |
| CENPF | Centromere protein F, 350/400 kda (mitosin) | 1.53 | |
| CLSPN | Claspin | −1.11 | −1.84 |
| DDB2 | Damage-specific DNA binding protein 2, 48 kda | −1.22 | −1.73 |
| EXO1 | Exonuclease 1 | −2.25 | |
| GINS2 | GINS complex subunit 2 (Psf2 homolog) | −1.16 | −2.15 |
| GINS3 | GINS complex subunit 3 (Psf3 homolog) | −1.16 | −1.65 |
| HELB | Helicase (DNA) B | −1.26 | −1.78 |
| HELLS | Helicase, lymphoid-specific | −1.3 | −1.97 |
| KIF18A | Kinesin family member 18A | 1.1 | 1.59 |
| KIF2C | Kinesin family member 2C | −1.9 | |
| MCM10 | Minichromosome maintenance complex component 10 | −1.08 | −1.77 |
| MCM2 | Minichromosome maintenance complex component 2 | −1.15 | −2.2 |
| MCM3 | Minichromosome maintenance complex component 3 | −1.15 | −1.53 |
| MCM4 | Minichromosome maintenance complex component 4 | −1.65 | |
| MCM5 | Minichromosome maintenance complex component 5 | −1.14 | −2.29 |
| MCM6 | Minichromosome maintenance complex component 6 | −1.82 | |
| MCM7 | Minichromosome maintenance complex component 7 | −1.16 | −1.82 |
| NUF2 | NUF2, NDC80 kinetochore complex component, homolog (S. Cerevisiae) | 1.09 | −1.75 |
| ORC1|ORC1L | Origin recognition complex, subunit 1 | origin recognition complex, subunit 1-like (S. Cerevisiae) | −1.89 | |
| POLA1 | Polymerase (DNA directed), alpha 1, catalytic subunit | −1.25 | −1.56 |
| POLE2 | Polymerase (DNA directed), epsilon 2 (p59 subunit) | −1.15 | −1.81 |
| POLN | Polymerase (DNA directed) nu | 1.85 | 1.56 |
| PRIM1 | Primase, DNA, polypeptide 1 (49 kda) | −1.23 | −1.8 |
| PTTG1 | Pituitary tumor-transforming 1 | 1.77 | |
| RAD51 | RAD51 homolog (S. Cerevisiae) | −1.08 | −1.54 |
| RFC2 | Replication factor C (activator 1) 2, 40 kda | −1.17 | −1.57 |
| RRM2 | Ribonucleotide reductase M2 | −1.13 | −1.58 |
| RUVBL2 | Ruvb-like 2 (E. Coli) | 1.54 | |
| SPC24 | SPC24, NDC80 kinetochore complex component, homolog (S. Cerevisiae) | −1.19 | −1.79 |
| STAG1 | Stromal antigen 1 | −1.21 | −1.54 |
| TIPIN | TIMELESS interacting protein | −1.58 | −1.64 |
| TK2 | Thymidine kinase 2, mitochondrial | −1.16 | −1.84 |
| TYMS | Thymidylate synthetase | −1.18 | −1.53 |
| UNG | Uracil-DNA glycosylase | −1.1 | −1.77 |
*Only the fold change with p<0.05 are shown.
Differentially expressed genes related to apoptosis.
| Gene symbol | Gene description | Fold change* | |
| 6 h | 24 h | ||
| BAG3 | BCL2-associated athanogene 3 | 2.12 | 1.91 |
| BIRC5 | Baculoviral IAP repeat-containing 5 | −1.59 | |
| BLID | BH3-like motif containing, cell death inducer | −1.76 | −2.2 |
| DDIT4 | DNA-damage-inducible transcript 4 | 2.15 | 2.62 |
| DEDD2 | Death effector domain containing 2 | 1.64 | 1.89 |
| DFFA | DNA fragmentation factor, 45 kda, alpha polypeptide | 1.15 | 1.45 |
| DLX2 | Distal-less homeobox 2 | −2.63 | |
| F3 | Coagulation factor III (thromboplastin, tissue factor) | −1.56 | −2.8 |
| FOSL1 | FOS-like antigen 1 | −2.44 | |
| GABARAPL1 | GABA(A) receptor-associated protein like 1 | −1.76 | |
| HELLS | Helicase, lymphoid-specific | −1.3 | −1.97 |
| HSPA1A, HSPA1B | Heat shock 70 kda protein 1A, heat shock 70 kda protein 1B | 4.57 | 6.27 |
| IER3 | Immediate early response 3 | −1.92 | −1.28 |
| IFI16 | Interferon, gamma-inducible protein 16 | −1.15 | −2.01 |
| IGFBP3 | Insulin-like growth factor binding protein 3 | −1.45 | −2.62 |
| IKBKE | Inhibitor of kappa light polypeptide gene enhancer in B-cells, kinase epsilon | −1.5 | −1.85 |
| JMJD6 | Jumonji domain containing 6 | 1.36 | 1.73 |
| KLF10 | Kruppel-like factor 10 | −2.24 | −2.1 |
| MYC | V-myc myelocytomatosis viral oncogene homolog (avian) | −1.31 | −1.63 |
| PDCD4, MIR4680 | Programmed cell death 4 (neoplastic transformation inhibitor), microrna 4680 | −1.51 | |
| SERPINB2, SERPINB10 | Serpin peptidase inhibitor, clade B (ovalbumin), member 2 and member 10 | −2.87 | −5.52 |
| SFN | Stratifin | −1.21 | −2.78 |
| SMAD6 | SMAD family member 6 | −2 | −2.4 |
| SMAD7 | SMAD family member 7 | −2.24 | −2.51 |
| SNAI2 | Snail homolog 2 (Drosophila) | −1.59 | −1.49 |
| TGM2 | Transglutaminase 2 (C polypeptide, protein-glutamine-gamma-glutamyltransferase) | 1.99 | |
| THBS1 | Thrombospondin 1 | −1.59 | −1.47 |
Figure 3Analysis of the functional gene set enrichment after 24 h ZEA treatment by GSEA.
Differential gene expression was ranked by fold change. The most up-regulated genes are shown on the left while the most down-regulated genes are shown on the right. The black vertical lines indicate where the genes in the signature get set appeared. (A) Genes that is down-regulated in the presence of extracellular matrix molecule Tenascin C. (B) Genes that are down-regulated upon knockdown of boh histone deacetylase (HDAC) 1 and 2. (C) Genes that are down-regulated by estradol and down-regulated by estrogen-related receptor alpha. Enrichment score (ES, Y axis) is a running-sum statistic showing if the prior defined set of genes are randomly distributed or found at the extremes (top or bottom) of the list. If the genes are overrepresented at the bottom of our ranked list of genes, the ES will be close to −1 and vice versa. A normalized enrichment score (NES) takes into account the number of genes in the pathway. A negative NES indicates “bottom” enrichment of the list. The interpretation of the plots referred to [61].
Figure 4Induction of oxidative stress in BEAS-2B cells by ZEA.
(A) Levels of ROS in wild type and CYGB over-expressed cells detected by DCFH-DA probe using flow cytometry. Relative DCF+ levels (equivalent to intracellular ROS levels) were expressed as percentage increased compare to DMSO control. Bars with a and b denote significant differences in wild type whereas A,B and C reflect significant differences in CYGB over-expressed cells (One-way ANOVA, p<0.05). *, ** and *** represent p<0.05, p<0.01 and p<0.001 denoting significant differences from respective wild type values. The mRNA expression of oxidative stress related genes in BEAS-2B cells were quantified by real-time PCR. The mRNA expression of β–actin was used for normalization. (B) Heat shock protein 70 (Hsp70). (C) Heat shock protein 27 (Hsp27). (D) Superoxide dismutase 2 (SOD2). (E) Catalase. Results represent the mean± SD of at least 3 independent experiments. Bars with different alphabets are significant different (One-way ANOVA, p<0.05).
Figure 5Induction of apoptosis in BEAS-2B cells by ZEA.
Early apoptotic cells stained with Annexin V are shown in lower right quadrant. Late apoptotic or necrotic cells are stained with both Annexin V and PI and are shown in upper right quadrant. Living cells are not stained and are shown in lower left quadrant. (A) 24 h wild type control. (B) 24 h wild type ZEA-treated. (C) 48 h wild type control. (D) 48 h wild type ZEA-treated. (E) 24 h CYGB over-expressed control. (F) 24 h CYGB over-expressed ZEA-treated. (G) 48 h CYGB over-expressed control. (H) 48 h CYGB over-expressed ZEA-treated.
Differentially expressed genes related to inflammatory responses.
| Gene symbol | Gene description | Fold change | |
| 6 h | 24 h | ||
| ADAMTS1 | ADAM metallopeptidase with thrombospondin type 1 motif, 1 | −2.29 | −3.32 |
| BCL3 | B-cell CLL/lymphoma 3 | −1.32 | −1.79 |
| BMPER | BMP binding endothelial regulator | −1.49 | −2.21 |
| CBLB | Cas-Br-M (murine) ecotropic retroviral transforming sequence b | −1.56 | |
| CCL2 | Chemokine (C-C motif) ligand 2 | −1.57 | |
| CD24 | CD24 molecule | −2.18 | |
| CT45A5, CT45A2, CT45A3, CT45A6, CT45A4, CT45A1 | Cancer/testis antigen family 45, member A5, cancer/testis antigen family 45, member A2, cancer/testis antigen family 45, member A3, cancer/testis antigen family 45, member A6, cancer/testis antigen family 45, member A4, cancer/testis antigen family 45, member A1 | 1.54 | |
| CXCR7 | Chemokine (C-X-C motif) receptor 7 | −1.28 | −1.68 |
| DKK1 | Dickkopf WNT signaling pathway inhibitor 1 | −2.9 | |
| DUSP22 | Dual specificity phosphatase 22 | −1.19 | −1.56 |
| EDN1 | Endothelin 1 | −2.57 | −1.53 |
| ELF4 | E74-like factor 4 (ets domain transcription factor) | −1.54 | −1.54 |
| F2RL2 | Coagulation factor II (thrombin) receptor-like 2 | −1.73 | −3.92 |
| F3 | Coagulation factor III (thromboplastin, tissue factor) | −1.56 | −2.8 |
| FCER1G | Fc fragment of ige, high affinity I, receptor for; gamma polypeptide | 1.77 | |
| FSTL3 | Follistatin-like 3 (secreted glycoprotein) | −1.46 | −1.87 |
| IFI16 | Interferon, gamma-inducible protein 16 | −1.15 | −2.01 |
| IFIT1 | Interferon-induced protein with tetratricopeptide repeats 1 | 2.29 | |
| IFITM1 | Interferon induced transmembrane protein 1 (9–27) | −1.94 | |
| IGHV4-31, IGHG1, IGHA1, | Immunoglobulin heavy variable 4–31, immunoglobulin heavy constant gamma 1 (G1m marker), immunoglobulin heavy constant alpha 1, immunoglobulin heavy locus, immunoglobulin heavy joining 2 | 1.64 | 1.17 |
| IGSF23 | Immunoglobulin superfamily, member 23 | −1.12 | −1.66 |
| IGSF3 | Immunoglobulin superfamily, member 3 | −1.26 | −1.62 |
| IKBKE | Inhibitor of kappa light polypeptide gene enhancer in B-cells, kinase epsilon | −1.5 | −1.85 |
| IL11 | Interleukin 11 | 2.1 | |
| IL1R1 | Interleukin 1 receptor, type I | −1.53 | |
| IL27RA | Interleukin 27 receptor, alpha | −1.45 | −1.68 |
| IL31RA | Interleukin 31 receptor A | −1.18 | −1.52 |
| IL37 | Interleukin 37 | 1.53 | 1.77 |
| IL6R | Interleukin 6 receptor | −1.23 | −1.55 |
| IL7R | Interleukin 7 receptor | −1.5 | −2.52 |
| IL8 | Interleukin 8 | −2.22 | −1.7 |
| IRAK4 | Interleukin-1 receptor-associated kinase 4 | −1.13 | −1.69 |
| ITGB3 | Integrin, beta 3 (platelet glycoprotein iiia, antigen CD61) | 1.95 | |
| JUN | Jun proto-oncogene | −1.35 | −2.67 |
| KLF10 | Kruppel-like factor 10 | −2.24 | −2.1 |
| LAMC2 | Laminin, gamma 2 | −1.34 | −1.7 |
| LRIG3 | Leucine-rich repeats and immunoglobulin-like domains 3 | 1.19 | −1.75 |
| LY6K | Lymphocyte antigen 6 complex, locus K | −1.25 | −2.02 |
| NCR3LG1 | Natural killer cell cytotoxicity receptor 3 ligand 1 | −1.23 | −1.94 |
| NOG | Noggin | −1.95 | −2.35 |
| OAS3 | 2'-5'-oligoadenylate synthetase 3, 100 kda | −1.2 | −1.65 |
| PLAU | Plasminogen activator, urokinase | −2.79 | −1.6 |
| SEMA3C | Sema domain, immunoglobulin domain (Ig), short basic domain, secreted, (semaphorin) 3C | −1.59 | |
| SEMA3D | Sema domain, immunoglobulin domain (Ig), short basic domain, secreted, (semaphorin) 3D | −1.18 | −1.65 |
| SMAD6 | SMAD family member 6 | −2 | −2.4 |
| SMAD7 | SMAD family member 7 | −2.24 | −2.51 |
| SMAD9 | SMAD family member 9 | −1.5 | −1.58 |
| TGFB2 | Transforming growth factor, beta 2 | −1.2 | −1.75 |
| TGFBR1 | Transforming growth factor, beta receptor 1 | −1.51 | |
| TNFAIP8L1 | Tumor necrosis factor, alpha-induced protein 8-like 1 | 1.88 | |
*Only the fold change with p<0.05 are shown.
Figure 6Quantitative PCR showing mRNA expression of inflammatory cytokines and chemokines in LPS stimulated BEAS-2B cells.
The mRNA expression of β–actin was used for normalization. (A) Interleukin 6 (IL-6). (B) Interleukin 8 (IL-8). (C) Interleukin 1, beta (IL-1β). Results represent the mean± SD of at least 3 independent experiments and bars with different alphabets show significant differences (One-way ANOVA, p<0.05).
Figure 7Validation of the expressions of selected genes by real-time PCR.
(A) 6 hr. (B) 24 hr. Real-time PCR results are represented as mean± SD of at least 3 independent experiments
Figure 8Induction of global DNA demethylation in BEAS-2B cells by exposure to ZEA for 24 h.
Results represent the mean± SD of at least 3 independent experiments and ** represents p<0.01 significantly different from DMSO control values as assessed by t-test.
Figure 9Proposed mechanisms of apoptosis induced by ZEA in BEAS-2B cells.
The expression changes of genes associated with the biological processes are indicated.