- Research article
- Open Access
Benzo(a)pyrene induces similar gene expression changes in testis of DNA repair proficient and deficient mice
BMC Genomics volume 11, Article number: 333 (2010)
Benzo [a]pyrene (B[a]P) exposure induces DNA adducts at all stages of spermatogenesis and in testis, and removal of these lesions is less efficient in nucleotide excision repair deficient Xpc-/- mice than in wild type mice. In this study, we investigated by using microarray technology whether compromised DNA repair in Xpc-/- mice may lead to a transcriptional reaction of the testis to cope with increased levels of B[a]P induced DNA damage.
Two-Way ANOVA revealed only 4 genes differentially expressed between wild type and Xpc-/- mice, and 984 genes between testes of B[a]P treated and untreated mice irrespective of the mouse genotype. However, the level in which these B[a]P regulated genes are expressed differs between Wt and Xpc-/- mice (p = 0.000000141), and were predominantly involved in the regulation of cell cycle, translation, chromatin structure and spermatogenesis, indicating a general stress response. In addition, analysis of cell cycle phase dependent gene expression revealed that expression of genes involved in G1-S and G2-M phase arrest was increased after B[a]P exposure in both genotypes. A slightly higher induction of average gene expression was observed at the G2-M checkpoint in Xpc-/- mice, but this did not reach statistical significance (P = 0.086). Other processes that were expected to have changed by exposure, like apoptosis and DNA repair, were not found to be modulated at the level of gene expression.
Gene expression in testis of untreated Xpc-/- and wild type mice were very similar, with only 4 genes differentially expressed. Exposure to benzo(a)pyrene affected the expression of genes that are involved in cell cycle regulation in both genotypes, indicating that the presence of unrepaired DNA damage in testis blocks cell proliferation to protect DNA integrity in both DNA repair proficient and deficient animals.
Exposure to chemicals like benzo(a)pyrene (B[a]P) can lead to structural changes in DNA and as a consequence to the development of diseases with a genetic basis . Changes in the DNA sequence can be induced by exposure to chemicals during life, but may also be inherited via mutations in the spermatogonial stem cells; in that way increasing the risk of developing abnormalities or diseases in the offspring [2, 3]. The mutagenic potential of B[a]P in male germ cells, however, has still not been fully established. B[a]P related DNA damage was observed at all stages of spermatogenesis and in testis [4, 5], but it is largely unknown how germ cells deal with DNA damage to protect their genetic material, and to prevent the accumulation of mutations in the germ line.
Spermatogenesis is carefully controlled to produce mature spermatozoa from spermatogonial stem cells in three major stages; the mitotic stage, the meiotic stage and the maturation stage. Germ cells are susceptible for the induction of mutations during mitotic and meiotic divisions, because cell turnover is a prerequisite for fixation of DNA damage into mutations. However, it is likely that several processes prevent the occurrence of gene mutations in male germ cells; for example, DNA damage can be removed by DNA repair mechanisms, of which nucleotide excision repair (NER) is considered to be the most relevant repair mechanism for bulky DNA adducts formed by reactive metabolites of B[a]P. Two NER mechanisms have been described: global genome repair (GGR) eliminates bulky DNA lesions in the entire genome, whereas transcription coupled repair (TCR) specifically removes lesions that block RNA synthesis . In a previous study, we observed that GGR/NER plays an important role in the removal of B[a]P induced DNA adducts in the testis, especially in the first week after exposure . B[a]P induced DNA adduct levels in the testis were significantly different between Wt and Xpc-/- mice, especially at 4 days after a single exposure to B[a]P (0.69 ± 0.16 and 1.84 ± 0.70 adducts per 108 nucleotides in Wt and Xpc-/- mice, respectively). Therefore, in an attempt to reveal the responses in the testis to this damage, we investigated by using microarrays the changes in gene expression induced by B[a]P in testis from Wt and Xpc-/- male mice, 4 days after exposure to B[a]P. Since Xpc-/- mice lack one of the most important protective mechanisms against B[a]P induced DNA damage, we expected a different (adaptive) transcriptional response in these mice as compared to their Wt counterparts.
Gene expression profiling
Two-way ANOVA revealed 984 regulated genes that were differentially expressed between treated and untreated mice (FDR 5%), of which 638 genes were increased and 346 genes were decreased by B[a]P exposure. Only 4 genes (Xpc, Cml2, D6Mm5e and 2610209M04Rik) were differentially expressed between unexposed Wt and unexposed Xpc-/- mice (FDR 5%), and they are all located at the same site of chromosome 6. Of these 4 genes, Xpc, Cml2 and D6Mm5e were decreased in expression in Xpc-/- mice as compared to the Wt mice, with higher gene expression levels of Cml2 and D6Mm5e than the very low levels of Xpc. On the other hand, 2610209M04Rik was increased in Xpc-/- mice. This confirms the absence of a functional Xpc gene in the Xpc-/- genotype, and shows that closely linked genes have significantly altered expression patterns. Finally, our results show that there is only a modest difference between the gene expression patterns in testis of B[a]P treated Wt and Xpc-/- mice. Nonetheless, a paired T-test showed that the level in which these B[a]P regulated genes are expressed differs between Wt and Xpc-/- mice (p = 0.000000141). The clustering of the combined hits is presented in Figure 1.
Analysis of pathway regulation
The list of the 638 genes that were induced by B[a]P suggested, by using DAVID/EASE, a significant enrichment for several Gene Ontology (GO) biological processes and Swiss-Prot_Protein Information Resource (SP_PIR) terms, such as 'cell division' (p = 0.000000082), 'mitosis' (p = 0.00000037), 'chromosome segregation' (p = 0.000085) and 'spermatogenesis' (p = 0.00024) (Additional file 1). The 346 genes that were down regulated by B[a]P exposure also showed an enrichment for several pathways, including 'oxidative phosphorylation' (p = 0.0011) (Additional file 2). In addition, two GO terms for the cellular components mitochondrial part (p = 0.001) and mitochondrion (p = 0.0011), were enriched among B[a]P suppressed genes, which is in line with the inhibition of the oxidative phosphorylation process.
The combined list of B[a]P (both up and down) regulated genes showed an enrichment of 110 GO and SP_PIR terms (Additional file 3), including cell cycle, translation, chromatin structure and spermatogenesis, which we already found to be enriched among the up regulated genes only. Therefore, we used these 4 processes to further select genes and to subsequently compare the two genotypes regarding their gene expression ratios between B[a]P treated vs. control groups. An overview of the gene expression ratio distribution is given in Table 1. 46 differentially regulated genes were involved in the cell cycle (Table 2), of which 20 genes were induced to a higher extent in Xpc-/- mice, whereas only 12 of these genes were expressed to a higher extent in Wt mice. Regarding the genes that were inhibited in their expression, 6 genes were more suppressed in Xpc-/- mice, and 8 genes in Wt mice as compared to animals of the other genotype. In addition, we found 37 genes that are involved in the chromatin structure (Additional file 4), of which 20 genes were more induced in Xpc-/- mice, and 8 genes in Wt mice. Only 8 chromatin structure related genes were more suppressed in Wt mice, as compared to 1 gene in Xpc-/- mice. Among the spermatogenesis related genes (Additional file 5), we only found differences between Wt and Xpc-/- animals among the B[a]P suppressed genes; 9 genes were more suppressed in Wt mice compared to 1 gene in Xpc-/- mice as compared to animals of the other genotype. Taken together, these results indicate that gene expression differences between Wt and Xpc-/- mice are small, and that the induction of genes involved in cell division regulating processes was stronger in Xpc-/- than in Wt mice. We did not find relevant differences in average gene expression ratios between Xpc-/- and Wt mice among translation related genes, that are given in Additional file 6.
Among the 110 GO and SP_PIR terms that were obtained from the combined list of B[a]P (both up and down) regulated genes, we again found a few mitochondria related terms, such as the cellular components 'mitochondrial part', 'mitochondrial envelope' and 'mitochondrial membrane', and the SP_PIR Keyword 'mitochondrion'. Furthermore, we found the SP_PIR keyword 'chaperone', which involves genes that are known to be activated during a stress response.
Cell cycle phase activity
The setwise average gene expression levels of cell cycle related gene sets were calculated for sets of genes related to specific cell cycle phases, in order to study cell cycle phase activity (Figure 2). The sets used were based on GO functional annotation for the complete cell cycle or genes found specifically expressed in a particular cell cycle phase, reported by both Bar-Joseph et al.  and Whitfield et al. . Average gene expression levels of all cell cycle genes were lower in Xpc-/- mice than in Wt mice (p = 0.024) in the absence of exposure to B[a]P. However, after B[a]P exposure gene expression levels of the same cell cycle related genes were increased to comparable levels in both genotypes. When focusing on specific cell cycle phases, we observed that the average gene expression levels of genes within the cell cycle transition between G1 and S was similar in Wt and Xpc-/- control mice, and again increased after B[a]P exposure to equal levels (p = 0.937). On the other hand, the average level of expression of genes involved in the G2-M phase transition was initially lower in Xpc-/- control mice compared to the Wt control mice, and gene expression levels were increased by B[a]P exposure to a higher extent in Xpc-/- mice compared to the Wt mice. Table 3 shows the gene expression ratios of the 18 genes involved in the G2-M phase transition, indicating that 11 out of these 18 genes were more induced in Xpc-/- mice after B[a]P exposure as compared to Wt mice (p = 0.086). Although these differences between Wt and Xpc-/- mice are not significant, they are consistent since the majority of genes respond into the same direction, and represent an observed trend towards a more pronounced response to B[a]P in Xpc-/- mice. Within the M-G1 phase, we observed a low impact of B[a]P exposure in both genotypes, as compared to the other cell cycle phases. Also within this cell cycle phase, the response to B[a]P was more pronounced in Xpc-/- mice than in Wt mice, although this was based on the expression of 4 genes only (p = 0.300).
Validation with quantitative Real-Time PCR
Quantitative Real-Time PCR (qPCR) was performed on 4 selected genes that are involved in the G2-M phase transition to validate the gene expression changes in Wt vs. Xpc-/- mice after B[a]P exposure. Three genes (Cit, Ect2 and Psip1) were selected because their average gene expression ratios were most different between Wt and Xpc-/- mice based on the microarray results, and Asf1b was selected as a control because of the small difference between Wt and Xpc-/- mice. After gene expression changes were normalised to the Hprt1 reference, qPCR data of the 3 strongly differentially expressed genes indeed showed a higher induction of gene expression after B[a]P exposure in Xpc-/- mice (ratios are 1.15 vs. 1.18, 1.00 vs. 1.05 and 1.00 vs. 1.04 for Cit, Ect2 and Psip1, in Wt and Xpc-/- mice, respectively). However, the effect of B[a]P exposure was smaller on basis of the qPCR expression data. QPCR data of Asf1b showed a down regulation after B[a]P exposure in both Wt and Xpc-/- mice (ratios are 0.94 and 0.98, respectively), and did therefore, not confirm the microarray results. Overall, 3 out of 4 selected genes confirmed the microarray results found within the G2-M phase, showing that B[a]P induces marginally higher gene expression changes in Xpc-/- than in Wt mice.
B[a]P exposure leads to the formation of DNA adducts in testis and sperm of exposed male mice and humans [4, 5]. These pro-mutagenic DNA adducts are usually removed by DNA repair mechanisms to prevent the accumulation of mutations. In a previous study, we found that there is a difference in DNA adduct removal between Wtand Xpc-/- mouse testes . In the first week after exposure to B[a]P, we observed more DNA adducts in testis of Xpc-/- mice, and a slower decline of DNA adducts over time. In addition, we showed that spermatogonial stem cells rely on nucleotide excision repair for the complete removal of DNA adducts during spermatogenesis . This suggests that GGR/NER plays an important role in mice in protecting the testis and sperm cells from DNA damage by B[a]P. In the present study, we used a microarray approach to study whether these differences in DNA adduct removal between Wt and Xpc-/- mice are accompanied by differences in gene expression, thereby elucidating adaptive responses towards the induction of heritable DNA damage in testis. We chose to analyze gene expression after 4 days, since at that time point DNA adduct levels differed more between Wt and Xpc-/- mice compared to Day 1, and still differed at Day 7 .
Two-Way ANOVA indicated that there are only minor expression differences between Xpc-/- and Wt mice. No more than 4 genes (Xpc, Cml2, D6Mm5e and 2610209M04Rik) located in a 10 MB locus on chromosome 6, were differentially expressed between the two genotypes. Although the expression levels of Cml2, D6Mm5e and 2610209M04Rik were higher as compared to the very low levels of Xpc, the fact that these genes are located in proximity to the Xpc gene on chromosome 6 suggests that mutating the Xpc gene has changed the genomic or regulatory structure at that particular site and therefore the expression of these 3 genes. Another explanation could be that these 3 genes are of an Ola129 genetic background, which is used to create the Xpc mutant, and are for some unknown reason differently expressed .
The main differences were found between the B[a]P exposed and control mice, regardless of genotype. 984 Genes were differentially regulated after B[a]P exposure and these were enriched for genes involved in cell cycle, translation (ribosomes), chromatin structure and spermatogenesis. Besides these pathways, other more general processes were found to be affected (Additional file 3). Regulated processes regarding mitochondrial function (energy metabolism), chaperones, and the aforementioned changes in cell cycle seem to indicate a general stress response after exposure to B[a]P in testes of both genotypes. In addition, the altered expression of mitochondria related genes is indicative for changes in the oxidative phosphorylation; this process was also found to be affected among the B[a]P down regulated genes, and the genes for several ATP synthase subunits, NADH dehydrogenase (ubiquinone) subunits, cytochrome c and cytochrome c oxidase were differentially regulated (Additional file 7). Therefore, the motility and the fertilizing capacity of the sperm cells might have been affected, since mitochondria in sperm are responsible for the energy supply required to propel the flagellum . A change in mitochondrial activity, which leads to less potent sperm cells, may therefore be part of the protective mechanisms against DNA damage in the testis and sperm cells. Indeed, litter sizes of female mice that were fertilized by B[a]P exposed Xpc-/- male mice were found to be smaller (data not shown).
B[a]P is a well known mutagen and carcinogen, and mostly studied for its capacity to form bulky DNA adducts, which are mainly repaired by NER. By changing the NER capacity in Xpc-/- mice, we expected to find additional mechanisms affected by B[a]P exposure that could possibly protect the testis and male germ cells against the formation of heritable DNA damage, as a back up for the lack of GGR/NER. However, pathways involving DNA repair (other than NER) or apoptosis were not significantly enriched among our regulated genes. Nonetheless, we did find 16 differentially regulated genes that are involved in DNA repair (GO:0006281~DNA repair) (Table 4), and at least 9 out of these 16 genes are related to repair of double strand breaks and/or homologous recombination. This suggests that exposure to B[a]P may cause double strand breaks, for instance by the collapse of the replication fork in replicating cells. Indeed, the number of γH2AX foci, which is a hallmark for double strand break formation, was reported to be increased by exposure to B[a]P . Although the pathway involving apoptosis was not significantly enriched among our regulated genes, we found 32 apoptosis-related genes to be differentially expressed after B[a]P exposure (Table 5). In testes, apoptosis is a common process to discard excessive germ cells, or to remove severely damaged germ cells . From our data it is hard to conclude whether apoptosis is elicited by B[a]P exposure, since we found only a small number of differentially expressed genes after B[a]P exposure and both pro-apoptotic and anti-apoptotic signals were found. For example, cytochrome c (Cycs) was up regulated after exposure in both Wt and Xpc-/- mice, which could be indicative for the initiation of the intrinsic apoptotic pathway. On the other hand, the expression of the anti-apoptotic gene Faim (Fas apoptotic inhibitory molecule) was also up regulated after B[a]P exposure, indicating an inhibitory effect on the apoptotic pathway . Several aspects should be considered for the interpretation of transcriptional data regarding the regulation of apoptosis after B[a]P exposure; 1) the large number of apoptotic cells in normal testis will make it difficult to measure subtle changes in the apoptotic response after a single B[a]P exposure, 2) the apoptotic response after B[a]P exposure is an acute response that is probably hard to assess 4 days after exposure, and 3) the activation of the different caspases leading to fragmentation of DNA occurs by cleavage of procaspases already stored in the cell, a process that is unlikely to be found at the transcriptional level . It should be noted that this last point may also hold true for other processes such as DNA repair, which also relies on activation and transport of already existing proteins.
To have a better understanding of the changes in cell cycle regulation, we compared setwise average expression levels of genes related to specific cell cycle phases between the 4 experimental groups. Genes involved in the G1 to S phase transition and the G2 to M phase transition were induced in animals of both genotypes after B[a]P exposure, suggesting that cells may accumulate in both G1 and G2. Cell cycle arrest after B[a]P exposure was previously found, using MCF-7 (human breast carcinoma) and HepG2 (human hepatocarcinoma) cells, and identified altered expression of genes that affect cell cycle regulation . Moreover, cell cycle phases assessed by FACS analysis indeed showed an accumulation of cells in the G1 and G2 phase after B[a]P exposure . It has also been shown that benzo [a]pyrene-7,8-dihydrodiol (BPD) and benzo(a)pyrene-diol-epoxide (BPDE), both metabolites of B[a]P, can induce a G2/M accumulation . All these data are in line with our findings in testis of B[a]P exposed male mice.
The B[a]P induced G1-S arrest did not differ between Wt and Xpc-/- mice (p = 0.937). However, expression of G2-M phase genes showed a trend towards a higher induction of these genes in testes of Xpc-/- mice after B[a]P exposure (p = 0.086). Therefore, the expression ratios of 4 G2-M phase genes were validated by qPCR, and results of 3 out of these 4 genes confirmed that B[a]P induces slightly higher gene expression changes in Xpc-/- mice than in Wt mice. However, the level of induction by B[a]P exposure was higher on basis of microarray analysis, than by qPCR analysis. QPCR could not confirm the induction of Asf1b gene expression by B[a]P as shown by microarray analysis, although the difference in gene expression ratios between Wt and Xpc-/- mice remained small. Such a small difference in reaction may be explained by the fact that Xpc-/- mice are less capable of removing B[a]P induced damage in testis , and therefore more damaged cells are arrested (instead of a stronger reaction in each individual cell). This was also observed in a study using UVB irradiated Xpc-deficient epidermal cells ; Xpc-deficient cells were blocked in the late S phase due to incomplete DNA replication at sites of damaged DNA . As a result, the regulation of the G2 phase genes might differ slightly between Xpc-/- and Wt mice, as found in this study.
Unrepaired DNA damage blocks the cell cycle. However, specialized Y-family DNA polymerases are capable of extending replication beyond lesions in an error-free or error-prone way . For example the expression of DNA polymerase κ (Polκ) is under the control of the B[a]P activated arylhydrocarbon receptor (AhR), and more highly expressed in testes than in other tissues [18, 19]. It bypasses BPDE-N2-dG in an efficient and mostly error-free way . If we assume that DNA repair deficient Xpc-/- cells that are present in testes (such as Sertoli cells, Leydig cells and developing sperm cells), in contrast to DNA repair proficient Wt cells, are blocked in the late S phase due to unrepaired damage, then this damage could be passed in an error-free way with progression of the cell cycle and spermatogenesis, but without the actual removal of the blocking lesion. Although Polκ was not present among the differentially expressed genes by using Two-Way ANOVA, we found, however, that the expression of Polκ was significantly higher in Xpc-/- than in Wt mice after B[a]P exposure as assessed by a simple T-test (p = 0.038). However, this differential expression between Wt and Xpc-/- mice after B[a]P exposure was found only after correction for the slight initial expression differences found in their unexposed counterparts. Progression of the cell cycle and spermatogenesis, without the actual removal of the DNA lesion is in line with the differences in DNA damage kinetics between Xpc-/- and Wt mice found in our previous study . Therefore, we suggest that Xpc-/- mice are not per se more sensitive to mutation induction in the testis than Wt mice after B[a]P exposure, and thereby could have equal risks for heritable gene mutations. However, future studies analyzing mutation induction should elucidate the mutagenic potency of B[a]P in this reproductive organ.
From this study, we can conclude that gene expression in testis of untreated Xpc-/- and Wt mice are similar, and this is also the case after exposure to B[a]P. B[a]P exposure, which formed a substantial amount of DNA damage, differentially regulated 984 genes that were enriched for cell cycle, translation, chromatin structure and spermatogenesis. Overall, B[a]P-induced gene expression changes in Xpc-/- mice differed from their exposed wild type counterparts (p = 0.000000141), which was also found for stage specific cell cycle gene sets. These gene expression changes in testis may represent a cell cycle block due to the presence of unrepaired damage. Specialized DNA polymerases that are highly expressed in testis may still bypass B[a]P induced DNA damage in an error-free way, and cell cycle/spermatogenesis can thus progress in the presence of DNA lesions.
Male wild type (C57BL/6) and Xpc-/- mice (C57BL/6), as previously described [9, 20], were exposed to a single dose of B[a]P (13 mg/kg bw) by oral gavage, and were sacrificed 4 days after exposure. All groups consisted of 5 mice. The dose of 13 mg/kg bw has been used in previous studies and is appropriate to induce detectable DNA adduct levels . The control groups received the solvent sunflower oil and were also sacrificed at day 4 after exposure. Testes were snap frozen in liquid nitrogen and stored at -80°C until analysis. Mice were bred and housed under specific pathogen-free conditions in a 12-hour light-dark cycle at the animal facilities of the Netherlands Vaccine Institute (NVI, Bilthoven, the Netherlands), and received food and water ad libitum. Experiments were approved by the NVI's Animal Ethics Committee and were carried out according to their guidelines.
RNA isolation and purification
After testes had been pulverized using mortar and tamper cooled in liquid nitrogen, TRIzol® Reagent (Invitrogen, Breda, the Netherlands) was added to the material and RNA was isolated using an RNeasy Mini Kit (Qiagen, Venlo, the Netherlands) with DNase treatment according to the manufacturer's protocol with minor modifications. RNA quantity was determined spectrophotometrically and RNA purity was assessed on an Agilent 2100 Bioanalyzer (Agilent Technologies, Amstelveen, the Netherlands). All samples were pure and free of RNA degradation.
RNA labelling and hybridization on microarrays
Cyanine labelled cRNA was generated by using the Two-Color Microarray-Based Gene Expression Analysis kit from Agilent Technologies according to the manufacturer's protocol. All samples were labelled with Cy5, and 3 samples of unexposed Wt mice were labelled with Cy3, pooled and used as a reference sample.
On the basis of dye incorporation rates, appropriate amounts of Cy5 and Cy3 labelled samples (10 pmol each) were simultaneously hybridized on Agilent 22K Mouse microarrays (Agilent Technologies). After hybridization, slides were washed and dried with N2 gas before scanning.
Slides were scanned on a GenePix® 4000B Microarray Scanner (Molecular Devices, Sunnyvale, CA, USA). Cy5 and Cy3 were excited at wavelengths of 635 and 532 nm, respectively. Laser power was set to 100%. The photo multiplier was set to a saturation tolerance of 0.02% to minimize background and saturated spots. The images obtained (resolution 5 micron, 16 bit tiff images) were processed with Imagene 8.0.1 software (Biodiscovery, El Segundo, CA, USA) to measure mean signal intensities for spots and local backgrounds.
Quality control was performed on raw data by means of a scatter plot and MA-plot as well as a normal probability plot to assess signal distribution. Positive (landmark) and negative (blank) spots were used for quality control but not included in further analyses. Microarray spot signal data were normalized in R using a four-step approach of (1) natural log-transformation, (2) quantile normalization of all scans, (3) correction of the sample spot signal for the corresponding reference spot signal and (4) averaging data from replicate spots. Normalized data were visualized by Principal Component Analysis (PCA) for additional quality control. The gene expression data discussed in this publication have been deposited in NCBI's Gene Expression Omnibus  and are accessible through GEO Series accession number GSE17979 http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE17979.
Significance of differences in gene expression between genotype and/or treatment groups was calculated by a Two-Way ANOVA, where genes with a false discovery rate (FDR) below 5% were selected as differentially expressed. Differentially expressed genes were clustered (based on Euclidian Distance and Ward linkage) using GeneMaths (Applied Maths, St-Martens-Latem, Belgium). By using the DAVID/EASE http://david.abcc.ncifcrf.gov web application, functional annotation and Gene Ontology (GO) term enrichment were determined for three different gene sets, namely B[a]P induced genes, B[a]P suppressed genes and all regulated genes together (FDR < 0.1) [23, 24].
Pathway enrichment among B[a]P regulated genes was further used to identify regulated genes within a pathway, and to compare the average gene expression ratios of B[a]P treated vs. control groups between the two genotypes. Pathways with related terms for cell cycle, translation, chromatin structure and spermatogenesis, which were already found to be enriched among the up regulated genes, were combined to form 4 groups of genes that were used for this comparison.
For visualization of cell cycle phase activity, the average gene expression for suitable gene sets was calculated. Sets used were based on either GO functional annotation or on genes found specifically expressed in a particular cell cycle phase by both Bar-Joseph et al.  and Whitfield et al. , but only used for calculation if they contained at least 4 genes. Setwise average gene expression levels for each experimental group were expressed relative to the Wt control mice, for which the level was set at 1.
Quantitative Real-Time PCR
For qPCR of 4 selected genes (ASf1b, Cit, Ect2 and Psip1) and reference gene Hprt1, cDNA was synthesized using the iScript cDNA Synthesis kit (Bio-Rad, Veenendaal, the Netherlands) according to the manufacturer's protocol, starting with 0.5 μg of RNA. QPCR was performed on a MyiQ™ Single-Color Real-Time PCR detection system (Biorad) using the iQ™ SYBR® Green Supermix (Bio-Rad) according to the manufacturer's protocol with minor modifications, 5 μl of 10 times diluted cDNA and 0.3 μM primers in a total volume of 25 μl. Samples were amplified under the following conditions: 95°C for 3 minutes, followed by 40 cycles at 95°C for 15 seconds and 60°C for 45 seconds. PCR was checked for a-specific products by performing a melting curve analysis (65°C-95°C). Data were analyzed using the MyiQ™ Software system (Bio-Rad) and were expressed as average gene expression ratios as compared to controls.
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The authors thank E.C. Friedberg for providing the Xpc-/- mice, the animal technicians of the animal facilities of the Netherlands Vaccine Institute (NVI, Bilthoven, the Netherlands) for their skilful assistance during this study, Marcel van Herwijnen and Ralph Gottschalk for their help with the microarray experiments, and Daniëlle Pachen for carrying out the Real-Time PCR experiments. This study was partly funded by the Cefic Long-range Research Initiative's (LRI) Innovative Science award 2004, and the European Network of Excellence (NoE) "Environmental cancer, nutrition and individual susceptibility" (ECNIS), sixth Framework Programme (FP6), FOOD-CT-2005-513943.
NV carried out the RNA isolation, the labelling and hybridization of the samples and the image analyses, and wrote the manuscript. JP carried out the data and statistical analyses, and has been involved in writing the manuscript. CO carried out the animal experiments. JB, FS and HS participated in the design of the study, interpretation of the data and revision of the manuscript. RG conceived the design of the study, participated in the interpretation of the data, and helped to draft the manuscript. All authors read and approved the final manuscript.
Electronic supplementary material
Additional file 7: Differentially regulated genes after B[a]P exposure involved in Mitochondrial function. 51 differentially regulated genes involved in mitochondrial function. Results are presented as average gene expression ratios between exposed and control samples. *genes involved in oxidative phosphorylation. (XLS 28 KB)
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Verhofstad, N., Pennings, J.L., van Oostrom, C.T. et al. Benzo(a)pyrene induces similar gene expression changes in testis of DNA repair proficient and deficient mice. BMC Genomics 11, 333 (2010). https://doi.org/10.1186/1471-2164-11-333
- Gene Ontology
- Nucleotide Excision Repair
- Cell Cycle Phase
- Average Gene Expression
- Spermatogonial Stem Cell