| Literature DB >> 23946774 |
Abstract
Ionizing radiation associated with highly energetic and charged heavy (HZE) particles poses a danger to astronauts during space travel. The aim of the present study was to evaluate the patterns of gene expression associated with cellular exposure to low-dose iron ion irradiation, in the presence and absence of L-selenomethionine (SeM). Human thyroid epithelial cells (HTori-3) were exposed to low-dose iron ion (1 GeV/n) irradiation at 10 or 20 cGy with or without SeM pretreatment. The cells were harvested 6 and 16 h post-irradiation and analyzed by the Affymetrix U133Av2 gene chip arrays. Genes exhibiting a 1.5-fold expression cut-off and 5% false discovery rate (FDR) were considered statistically significant and subsequently analyzed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) for pathway analysis. Representative genes were further validated by real-time RT-PCR. Even at low doses of radiation from iron ions, global genome profiling of the irradiated cells revealed the upregulation of genes associated with the activation of stress-related signaling pathways (ubiquitin-mediated proteolysis, p53 signaling, cell cycle and apoptosis), which occurred in a dose-dependent manner. A 24-h pretreatment with SeM was shown to reduce the radiation effects by mitigating stress-related signaling pathways and downregulating certain genes associated with cell adhesion. The mechanism by which SeM prevents radiation-induced transformation in vitro may involve the suppression of the expression of genes associated with stress-related signaling and certain cell adhesion events.Entities:
Keywords: HZE particles; L-selenomethionine; ionizing radiation; microarray
Year: 2013 PMID: 23946774 PMCID: PMC3742521 DOI: 10.3892/ol.2013.1362
Source DB: PubMed Journal: Oncol Lett ISSN: 1792-1074 Impact factor: 2.967
Primer sets used for real-time RT-PCR experiments.
| Symbol | Forward primer (5′→3′) | Reverse primer (5′→3′) | Amplicon size (nt) |
|---|---|---|---|
| ATF3 | TTTGCCATCCAGAACAAGC | CATCTTCTTCAGGGGCTACCT | 121 |
| CDC6 | CCTGTTCTCCTCGTGTAAAAGC | GTGTTGCATAGGTTGTCATCG | 73 |
| FAS | GTGGACCCGCTCAGTACG | TCTAGCAACAGACGTAAGAACCA | 112 |
| GADD45A | TTGCAATATGACTTTGGAGGAA | CATCCCCCACCTTATCCAT | 71 |
| β-actin | TCGTGCGTGACATTAAGG | ACAGGTCTTTGCGGAT | 258 |
| GAPDH | AGCCACATCGCTCAGACAC | GCCCAATACGACCAAATCC | 66 |
RT-PCR, reverse transcription polymerase chain reaction; nt, nucleotides. ATF3, cyclic adenosine monophosphate-dependent transcription factor; CDC6, cell division cycle 6; FAS, TNF receptor superfamily member 6; GADD45A, growth arrest and DNA damage-inducible protein 45A; GAPDH, glyceraldehyde 3-phosphate dehydrogenase.
Figure 1Gene expression profiles of human thyroid epithelial cells (HTori-3) in response to low-dose iron ion irradiation and the associated pathways affected. Cell monolayers were exposed to sham radiation or iron ion radiation (10 or 20 cGy) and processed 6 h after exposure. For L-selenomethionine (SeM) treatment, cell monolayers were sham-treated or treated with 5 μM SeM for 24 h prior to irradiation and similarly processed. The heatmaps depict hierarchical expression clustering, where genes are depicted as upregulated (red) or downregulated (green) using the GeneSpring GX software. Biological triplicates were used for ANOVA analyses, with depicted genes having 1.5-fold gene expression cut-off levels and 5% false discovery rate (FDR). KEGG pathway analysis was performed by the Expression Analysis System Explorer (EASE) algorithm integrated into the Database for Annotation, Visualization and Integrated Discovery (DAVID), setting count threshold=2 and EASE threshold=0.1. The listed pathways are affected by upregulated genes, whereas no pathways were significantly affected by the downregulated genes. A total of 163 and 319 unique genes were identified as responsive to irradiation following removal of redundant terms by DAVID for 10 and 20 cGy doses, respectively.
Pathway analysis of gene induction at 10 cGy iron ion irradiation.
| Symbol | Accession No. | Gene name | Fold change | Pathway affected |
|---|---|---|---|---|
| SKP2 | NM_005983 | S-phase kinase-associated protein 2 | 2.2 | Ubiquitin-mediated proteolysis |
| CUL2 | NM_003591 | Cullin 2 | 1.8 | Ubiquitin-mediated proteolysis |
| UBE2G2 | NM_003343 | Ubiquitin-conjugating enzyme E2 G2 | 1.5 | Ubiquitin-mediated proteolysis |
| DDB2 | NM_000107 | Damage-specific DNA binding protein 2 | 1.6 | Ubiquitin-mediated proteolysis, p53 signaling |
| MDM2 | NM_002392 | Double minute 2 | 1.7 | Ubiquitin-mediated proteolysis, p53 signaling |
| FAS | NM_000043 | Fas (TNF receptor superfamily, member 6) | 1.7 | Ubiquitin-mediated proteolysis, p53 signaling |
Genes represented are those out of 124 unique transcripts observed to be upregulated and identified to affect the stated signaling pathways. Genes exhibiting ≥1.5-fold expression and 5% false discovery rate (FDR) were considered significant and uploaded for analysis.
Pathway analysis of gene induction at 20 cGy iron ion irradiation.
| Symbol | Accession No. | Gene name | Fold change | Pathway affected |
|---|---|---|---|---|
| SKP2 | NM_005983 | S-phase kinase-associated protein 2 | 2.1 | Ubiquitin-mediated proteolysis |
| CUL5 | AAB70253 | Cullin 5 | 1.5 | Ubiquitin-mediated proteolysis |
| WWP1 | NM_007013 | WW domain containing E3 ubiquitin protein ligase 1 | 1.5 | Ubiquitin-mediated proteolysis |
| CUL3 | AAC28621 | Cullin 3 | 1.5 | Ubiquitin-mediated proteolysis |
| CUL2 | NM_003591 | Cullin 2 | 1.8 | Ubiquitin-mediated proteolysis |
| CUL4B | AAB67315 | Cullin 4B | 1.5 | Ubiquitin-mediated proteolysis |
| SKP1 | NM_006930 | S-phase kinase-associated protein 1A | 1.6 | Ubiquitin-mediated proteolysis |
| PIAS2 | AAC36704 | Protein inhibitor of activated STAT, 2 | 1.5 | Ubiquitin-mediated proteolysis |
| DDB2 | NM_000107 | Damage-specific DNA binding protein 2 | 1.7 | p53 signaling |
| FAS | NM_000043 | Fas (TNF receptor superfamily, member 6) | 2.3 | p53 signaling |
| TNFRSF10B | NM_003842 | TNF receptor superfamily, member 10B | 1.8 | p53 signaling |
| GADD45A | NM_001924 | Damage-specific DNA binding protein 2 | 1.6 | p53 signaling, cell cycle |
| CDK2 | NM_001798 | Cyclin-dependent kinase 2 | 1.7 | p53 signaling, cell cycle |
| SKP2 | NM_005983 | S-phase kinase-associated protein 2 | 2.1 | p53 signaling, cell cycle |
| BUB3 | AAC06258 | Budding uninhibited by benzimidazoles 3 homolog (yeast) | 1.7 | Cell cycle |
| YWHAZ | NM_003406 | Tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, zeta polypeptide | 1.5 | Cell cycle |
| SKP1 | NM_006930 | S-phase kinase-associated protein 1A | 1.6 | Cell cycle |
| RIPK1 | NM_003804 | Receptor (TNFRSF)-interacting serine-threonine kinase 1 | 1.7 | Apoptosis |
| FAS | NM_000043 | Fas (TNF receptor superfamily, member 6) | 2.3 | Apoptosis |
| BCL2L1 | NM_001191 | BCL2-like 1 | 1.5 | Apoptosis |
| TNFRSF10B | NM_003842 | TNF receptor superfamily, member 10B | 1.8 | Apoptosis |
| CFLAR | NM_003879 | Tumor necrosis factor receptor superfamily, member 10B | 1.5 | Apoptosis |
| SKP2 | NM_005983 | S-phase kinase-associated protein 2 | 2.1 | Small cell lung cancer |
| CDK2 | NM_001798 | Cyclin-dependent kinase 2 | 1.7 | Small cell lung cancer |
| BCL2L1 | NM_001191 | BCL2-like 1 | 1.5 | Small cell lung cancer |
| TRAF3 | AAA56753 | TNF receptor-associated factor 3 | 1.5 | Small cell lung cancer |
| PIAS2 | AAC36704 | Protein inhibitor of activated Stat, 2 | 1.5 | Small cell lung cancer |
Genes represented are those out of 285 unique transcripts observed to be upregulated and identified to affect the stated signaling pathways.
Pathway analysis of gene modulation after SeM treatment in sham-irradiated cells and in cells exposed to a 10 cGy dose of radiation.
| Symbol | Accession No. | Gene name | Fold change | Pathway affected |
|---|---|---|---|---|
| Sham-irradiated | ||||
| CCND3 | NM_001760 | Cyclin D3 | 1.5 | Cell cycle |
| CDC20 | NM_001255 | Cdc20 cell division cycle 20 homolog (S. cerevisiae) | 1.5 | Cell cycle |
| MAD1L1 | NM_001013836 | Mad1 mitotic arrest deficient-like 1 (yeast) | 2.0 | Cell cycle |
| CCND1 | NM_053056 | Cyclin D1 | 1.5 | Cell cycle |
| BUB1 | AAB97855 | Budding uninhibited by benzimidazoles 1 homolog | 1.5 | Cell cycle |
| PGM3 | NM_015599 | Phosphoglucomutase 3 | 1.9 | Pentose phosphate |
| GPI | NM_000175 | Glucose phosphate isomerase | 1.7 | Pentose phosphate |
| PGD | NM_002631 | Phosphogluconate dehydrogenase | 1.7 | Pentose phosphate |
| 10 cGy | ||||
| PGD | NM_002631 | Phosphogluconate dehydrogenase | 1.5 | Pentose phosphate, glycolysis/gluconeogenesis |
| PGM3 | NM_015599 | Phosphoglucomutase 3 | 1.6 | Pentose phosphate glycolysis/gluconeogenesis |
| GPI | NM_000175 | Glucose phosphate isomerase | 1.7 | Pentose phosphate glycolysis/gluconeogenesis |
| ENO1 | NM_001428 | Enolase 1 | 1.9 | Glycolysis/gluconeogenesis |
| MET | NM_000245 | Met proto-oncogene | 0.6 | Adherens junction |
| IQGAP1 | NM_003870 | IQ motif containing GTPase activating protein 1 | 0.6 | Adherens junction |
Genes represented are those out of 97 unique transcripts observed to be upregulated and identified to affect the stated signaling pathways for sham-irradiation with SeM treatment.
6 h post-irradiation. For 10 cGy irradiation and SeM treatment, 61 unique transcripts were modulated. SeM, L-selenomethionine.
Figure 2Venn diagrams comparing the effects of SeM treatment on gene expression. (A) Comparison of upregulated genes in cells exposed to a 10 cGy dose in the absence and presence of SeM and processed 6 h after exposure. Corresponding genes and fold induction are shown in Table II. (B) Comparison of total genes affected by SeM pretreatment at varying radiation doses and processed 16 h after exposure. At 20 cGy, genes associated with cell communication are observed to be downregulated and are shown in Table V. Corresponding pathways affected by the treatments are listed below each diagram for both panels. The numbers of altered genes common to treatment comparisons are shown but did not significantly contribute to functional analysis. SeM, L-selenomethionine.
Figure 3Real-time RT-PCR results of putative genes associated with stress response. Relative expression (fold change) of mRNA transcripts are shown for sham-irradiated controls (clear), SeM-pretreated (gray) and irradiated, mock SeM-pretreated (black) cells. Representative radiation doses are shown for each group (0 and 10 cGy). *P< 0.05 and **P<0.001. Values are means ± SEM for n=4–6. SeM, L-selenomethionine.
Pathway analysis of downregulated genes in response to SeM treatment with cells harvested at 16 h post-irradiation.**
| Symbol | Accession No. | Gene name | Fold change | Pathway affected |
|---|---|---|---|---|
| 10 cGy | ||||
| No identifable pathways | ||||
| 20 cGy | ||||
| MET | NM_000245 | Met proto-oncogene | 0.7 | Focal adhesion |
| VCL | NM_003373 | Vinculin | 0.6 | Focal adhesion |
| ITGAV | NM_002210 | Integrin, alpha V | 0.6 | Focal adhesion, extracellular matrix receptor interaction |
| LAMB1 | NM_002291 | Laminin, beta 1 | 0.5 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| TNC | NM_002160 | Tenascin C | 0.3 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| THBS1 | NM_003246 | Thrombospondin 1 | 0.6 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| COL4A2 | NM_001846 | Collagen, type IV, alpha 2 | 0.5 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| COL4A1 | NM_001845 | Collagen, type IV, alpha 1 | 0.5 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| FN1 | NM_002026 | Fibronectin 1 | 0.5 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| LAMC1 | NM_002293 | Laminin, gamma 1 | 0.5 | Focal adhesion, cell communication, extracellular matrix receptor interaction |
| DSC3 | NM_001941 | Desmocollin 3 | 0.6 | Cell communication |
| DSG2 | AAH99655 | Desmoglein 2 | 0.6 | Cell communication |
| CDH2 | NM_001792 | Cadherin 2, type 1, n-cadherin | 0.6 | Cell adhesion molecules |
| PTPRF | NM_002840 | Protein tyrosine phosphatase, receptor type F | 0.7 | Cell adhesion molecules |
| NEO1 | NM_002499 | Neogenin homolog 1 | 0.7 | Cell adhesion molecules |
| GLG1 | NM_012201 | Golgi apparatus protein 1 | 0.6 | Cell adhesion molecules |
| VCAN | NM_004385 | Chondroitin sulfate proteoglycan 2 (Versican) | 0.4 | Cell adhesion molecules |
| NCAM1 | NM_000615 | Neural cell adhesion molecule 1 | 0.6 | Cell adhesion molecules |
| ITGAV | NM_002210 | Integrin, alpha V | 0.6 | Cell adhesion molecules, small cell lung cancer |
| COL4A1 | NM_001845 | Collagen, type IV, alpha 1 | 0.5 | Small cell lung cancer |
| FN1 | NM_001846 | Fibronectin 1 | 0.5 | Small cell lung cancer |
| COL4A2 | NM_002026 | Collagen, type IV, alpha 2 | 0.5 | Small cell lung cancer |
| LAMB1 | NM_002291 | Laminin, beta 1 | 0.5 | Small cell lung cancer, Prion disease |
| LAMC1 | NM_002293 | Laminin, gamma 1 | 0.6 | Small cell lung cancer, Prion disease |
| HSPA5 | NM_005347 | Heat shock 70 kDa protein 5 | 0.5 | Prion disease |
| PTPRF | NM_002840 | Protein tyrosine phosphatase, receptor type F | 0.6 | Adherens junction |
| INSR | NM_000208 | Insulin receptor | 0.6 | Adherens junction |
| MET | NM_000245 | Met proto-oncogene | 0.7 | Adherens junction |
| VCL | NM_003373 | Vinculin | 0.6 | Adherens junction |
With SeM treatment of the 10 cGy irradiated cells, 15 genes were observed to be downregulated, but no significant effects on signaling pathways were observed. In contrast, with SeM treatment of the 20 cGy irradiated cells, genes are represented out of 123 unique transcripts observed to be downregulated and identified to affect the stated signaling pathways. SeM, L-selenomethionine.