- freely available
Cancers 2014, 6(2), 998-1019; doi:10.3390/cancers6020998
Published: 23 April 2014
Abstract: Hereditary Tyrosinemia type 1 (HT1) is a metabolic liver disease caused by genetic defects of fumarylacetoacetate hydrolase (FAH), an enzyme necessary to complete the breakdown of tyrosine. The severe hepatic dysfunction caused by the lack of this enzyme is prevented by the therapeutic use of NTBC (2-[2-nitro-4-(trifluoromethyl)benzoyl]cyclohexane-1,3-dione). However despite the treatment, chronic hepatopathy and development of hepatocellular carcinoma (HCC) are still observed in some HT1 patients. Growing evidence show the important role of heat shock proteins (HSPs) in many cellular processes and their involvement in pathological diseases including cancer. Their survival-promoting effect by modulation of the apoptotic machinery is often correlated with poor prognosis and resistance to therapy in a number of cancers. Here, we sought to gain insight into the pathophysiological mechanisms associated with liver dysfunction and tumor development in a murine model of HT1. Differential gene expression patterns in livers of mice under HT1 stress, induced by drug retrieval, have shown deregulation of stress and cell death resistance genes. Among them, genes coding for HSPB and HSPA members, and for anti-apoptotic BCL-2 related mitochondrial proteins were associated with the hepatocarcinogenetic process. Our data highlight the variation of stress pathways related to HT1 hepatocarcinogenesis suggesting the role of HSPs in rendering tyrosinemia-affected liver susceptible to the development of HCC.
Molecular chaperones play a key role as regulators of the apoptotic process . Clinical data have demonstrated a correlation between increased HSPs expression and invasive potential of tumors [2,3]. Cancer cells are morphologically and functionally heterogeneous, their distinctive features make them able to survive despite an extreme environmental stress such as hypoxia, acidosis and elevated concentration of toxic metabolites. These stresses tend to generate free radicals that can damage cellular proteins. Since molecular chaperones have a protective role toward damaged proteins, it is not surprising to find them to be highly expressed in tumor cells. Most HSPs can behave as molecular chaperones for other cellular proteins participating in many cellular events with strong cytoprotective effects. HSPs have been classified into five families according to their molecular size: HSPH (HSP110), HSPC (HSP90), HSPA (HSP70), HSPD1 (HSP60), DNAJ (HSP40) and HSPB (small HSPs) . Some HSPs are expressed under normal conditions (referred to as “constitutive” or “cognate”) while others are induced during stress. Among molecular chaperones, HSPA and HSPB members are strongly induced by different stresses such as heat, irradiation, oxidative stress and anticancer therapy . During carcinogenesis, the transformed cells begin to express an elevated level of HSPs and this induction continues during tumor progression [2,3]. At this time, it is still unclear if the over-expression of HSPs in cancer plays a role only in supporting malignancy or if it is essential in developing the transformed phenotype . In the present study, we investigated the different expression patterns of HSPs and other anti-apoptotic proteins in liver cell transformation during hepatocarcinogenesis in a murine model of hereditary tyrosinemia type 1 (HT1).
The liver plays a central role in the pathophysiology of many inborn errors of metabolism being the main site for catabolic, synthetic and detoxification reactions. Impaired degradation of the amino acid tyrosine is a feature of several genetic diseases mainly affecting the liver. Among them HT1 (OMIM 276700) presents the most severe symptoms. HT1 is an autosomal recessive disorder characterized by severe liver damage, impaired coagulation, neurological crises, renal tubular dysfunction and a high risk of hepatocellular carcinoma [6,7,8,9,10,11]. The primary enzymatic defect in HT1 is a deficiency in fumarylacetoacetate hydrolase (FAH) activity, the last enzyme of tyrosine catabolism [12,13,14,15,16,17]. The lack of FAH produces an accumulation of the toxic upstream metabolites fumarylacetoacetate (FAA), maleylacetoacetate (MAA), and succinylacetone (SA) (Figure 1). This condition is responsible for the progressive injury to hepatocytes leading to chromosomal instability, and cell death in animals, and cultured cell models of the disease [18,19,20,21,22,23]. The only available treatment for this disease is the combination of a diet low in tyrosine and phenylalanine and a daily intake of NTBC (2-[2-nitro-4-(trifluoromethyl)benzoyl]cyclohexane-1,3-dione) also known as nitisinone (Orfadin®, Swedish Orphan Biovitrum, Stockholm, Sweden). This drug inhibits 4-hydroxyphenylpyruvate dioxygenase (HPPD), one of the enzymes involved in the catabolic pathway upstream of FAH, and therefore prevents the formation of toxic products responsible for liver damage (Figure 1). The efficacy of this therapy has improved the liver disease associated with FAH deficiency. However clinical data indicate that NTBC provides only partial protection against liver dysfunction. Indeed despite the improvement in survival and quality of life with NTBC treatment, HT1 remains a chronic disorder with several long-term complications, a persistent even though lower risk of HCC, and possible subnormal intellectual functions [24,25,26,27].
In mice HT1 is lethal but can be rescued by blocking upstream steps in the tyrosine catabolic pathway (i.e., NTBC). It has been reported that a chronic HT1 stress, induced by withdrawal of NTBC, results in resistance to cell death in vivo as shown by the survival of fah−/− mice to an otherwise lethal dose of homogentisate . This resistance led us to investigate how the balance between cell death and survival signals is maintained or disrupted in a murine FAH-deficient model of HT1. Therefore, we analyzed the relationship between the evolution of major survival and apoptotic pathways and the progression of clinicopathologic features of the disease. Our previous studies showed that the HT1 phenotype induced by NTBC-withdrawal causes a cellular insult eliciting the ER stress response and increasing the level of stress-related proteins . This hepatic stress causes the activation of many survival pathways and inhibits the intrinsic apoptotic cascade promoting hepatocarcinogenesis . Thus, to clarify the biologic pathways that degenerate the HT1 stress response to cancer, we examined the gene expression patterns in tumoral liver fractions compared to healthy livers. Our studies show how the survival state in HT1 livers under progression of cancer promoted by long-term NTBC withdrawal, can influence the expression of HSPs and other pro-survival proteins that act at the mitochondrion level. Indeed, molecular chaperones have multiple roles in cell survival, that depend on their distinctive features, one of them being their interactions with anti-apoptotic proteins of the BAG and BCL-2 families .
2. Results and Discussion
2.1. Gene Expression Analysis in fah−/− Mice after NTBC Withdrawal
The murine FAH-deficient model of HT1 presents a neonatal lethal phenotype that can be rescued by treating the pregnant and nursing females and the pups with NTBC . FAH deficient mice have a severe phenotype, displaying rapidly a remarkable impairment of vital functions upon withdrawal of the drug. The fah−/− mice receive NTBC in drinking water at 7.5 mg/L from birth. Assuming that they drink 3–5 mL of water per day, the mice are kept on a high-dose treatment. Our previous studies demonstrate the changes in the activation state of cellular signaling pathways in response to HT1 stress that have been observed after one to five weeks of NTBC withdrawal . With the aim to assess the different patterns of genes expression during a long-term HT1 stress characterized by tumor development, we performed differential gene expression profile in livers of tyrosinemic mice having developed HCC following cumulative HT1 stress after a period of NTBC interruption from 5 to 7 weeks relative to livers of wild type and fah−/− control mice (Figure 2). Selective dissection of tumor and non-tumor tissues and extraction of total RNA allowed the analysis of gene expression with DNA microarrays of Whole Mouse Genome (Agilent Technologies, Santa Clara, CA, USA). We investigated the modulation of genes and their change in tumoral fractions compared with fah+/+ and NTBC-treated fah−/− mice. Differently expressed genes were selected by filtering with confidence at p ≤ 0.05, considering those with a difference in level of expression of at least 2-fold. Biological classification of differently regulated genes was obtained by Gene Ontology (GO) analysis (PANTHER classification system). Tumoral samples displayed significant modulation in the expression of genes leading to cell survival. The GeneSpring algorithm (Agilent) and the IPA software (Ingenuity, QIAGEN, Redwood City, CA, USA) were further used to create functional classes of genes implicated in regulation of the survival pathway in the context of HT1 (Table S1, Supplementary Data). The wide range of genes deregulated in the tumoral fraction included a substantial number of genes implicated in cellular growth and proliferation, organismal survival and apoptosis, differentiation, inflammation and cell migration (Figure 3 and Table S1, Supplementary Data). These results show that in tumor cells a preferential expression of specific constellation of genes related to hepatocarcinogenesis occurs.
2.2. HSPs Expression Is Associated to HT1 Progression in Mice
Notably, among genes deregulated in tumoral fractions we found those belonging to HSP families. Liver samples under HT1 stress showed over-expression of HSPs transcripts; among them, Hspb1 and the HSP70 member Hspa1a and Hspa2 were the most up-regulated compared to wild type (Figure 4A) and control mice (Figure 4B). Following NTBC withdrawal, Hspa1a showed a 4.61 fold increase in fah−/− NTBC-w/o mice compared to fah+/+ mice and 3.28 fold compared to fah−/− NTBC-treated mice. Hspb1 was also higher in mice after NTBC withdrawal presenting fold changes of 2.36 and 2.77 compared to fah+/+ and NTBC-treated fah−/− respectively (Figure 4). Other transcripts of the HSP family were also induced such as Hspa2, Hspb3 and Dnajc10. Hspa2 encodes heat shock-related 70 kDa protein 2 involved in normal development of germ cell and is over expressed in cancer cells [33,34], bladder urothelial carcinoma  and peptic ulcer .
The Hspb3 gene encodes for HSPB3 (HSPL27), a small heat shock protein involved in distal motor neuropathy . Unlike the other HSPs members, Hspb3 was significantly deregulated in fah−/− tyrosinemic mice compared to fah+/+ wild type mice, but no difference was observed when compared to fah−/− NTBC-treated mice (Figure 4). Dnajc10 is a member of the HSP40 family and encodes for the endoplasmic reticulum resident protein DNACJ10 shown to be up-regulated after ER-stress [38,39]. Since the functions of HSPs in tumorigenesis have been related to their ability to interfere with the apoptotic machinery, we also examined the level of mRNAs encoding anti-apoptotic proteins that act at the mitochondrial level. A subset of transcripts of the BCL-2 family was found to be over-expressed in tumors of HT1 mice (Figure 5). In particular the anti-apoptotic members of the BCL-2 like family, Bcl2a1a, Bcl2a1b, Bcl2l11 and Bcl2, showed a remarkable fold change compared to fah+/+ and fah−/− NTBC-treated (Figure 5). Moreover, Bag2 gene, member of the BCL-2 athanogene related proteins, showed an expression value respectively of 5.49 fold and 4.73 fold higher in wild type (A) and NTBC-treated mice (B).
2.3. Increase of Pathological Feature during Long-Term HT1 Stress Promotes HCC Development
In the case of the NTBC withdrawal induced HT1 stress, the physiological state of the fah−/− mouse reflects a constant disease progression, proportional to the damage accumulation. Several studies on the role of HSPs in tumorigenesis have established that inducible HSPs are up-regulated in cancer cells. HSPs have also been involved in facilitating cell survival through the inhibition of apoptosis , and cell senescence . Hence the result of gene expression analysis prompted us to investigate the participation of molecular chaperones in the biological processes that degenerate the HT1 stress into cancer. Thus, we built a new protocol with the purpose of inducing a progressive severe phenotype of the disease in which 4-months old fah−/− mice were withdrawn from NTBC treatment for periods up to 15 weeks. Figure 6 shows the time points of the protocol chosen to evaluate the different grades of injury post-withdrawal.
Four time points were set to look at the disease in different stages until formation of large tumors in 100% of the mice at 15 weeks. Young fah−/− mice were treated from birth until the age of four months with NTBC. As control, fah+/+ healthy mice were used. After four months of NTBC treatment the drug was removed to allow HT1 development and we started the harvest. The mice were examined daily and any variation of physiological conditions was recorded. The animals were weighed three times a week until the end of the protocol (15 weeks). As previously reported, the fah knockout mice displayed a severe weight loss and a rapid hepatic dysfunction following the drug withdrawal. After five weeks without NTBC, fah−/− mice display a loss of total body mass reaching ~38% from initial mass (Figure 7A). During the next 10 weeks they regain weigh up to ~80% of the original body mass until the time of sacrifice. This gain of weight was mainly due to the liver that doubled its mass and presented many macronodules (Figure 7B,C). The resulting slope of total weigh was a sign of clinical illness leading to poor prognosis. Indeed, all mice harvested at the end of the protocol had the tendency to develop a severe tumor phenotype (Figure 7C). Histological analysis of the livers at the different time points showed a progressive hepatic pathology with inflammation, severe histological lesions, architectural rearrangements, severe hepatocellular changes, apoptosis, and many erythropoietic foci (data not shown).
2.5. Survival State in the Liver Is Reinforced by Increased Expression of the Anti-Apoptotic BCL-2 Protein
In agreement with the microarray result and with our previous studies , the levels of the anti-apoptotic BCL-2 protein were also affected (Figure 9). BCL-2 is the central coordinator of apoptotic events into the mitochondria. The rupture of the outer mitochondrial membrane induces the mitochondrial translocations and multimerization of the pro-apoptotic BCL-2-associated X protein (BAX) resulting in the leakage of cytochrome c and other mitochondrial proteins for the execution phase of apoptosis. In this context BCL-2 plays a fundamental role by preventing the mitochondrial generation of ROS and dimerizing with BAX, thus blocking the BAX interaction with the voltage-dependent anion channel (VDAC) to form pores that are large enough to allow the passage of cytochrome c [52,53]. In the HT1 murine model the protein levels of the anti-apoptotic BCL-2 show a remarkable variation with the progression of the disease (Figure 9). Indeed, BCL-2 was undetectable in fah+/+ mice, but it is already expressed in the fah−/− control, increasing its expression in the first week up to four weeks without treatment, and then starting to decrease its level again (Figure 9A,B). The trend of BCL-2 seems to be comparable to HSPA1A as it tends to increase with the progression of the disease but, in contrast to HSPA1A, it seems to continue until the fourth week of withdrawal and then decrease to the beginning level. Over expression of BCL-2 has already been found in various types of cancer  and it is considered as a biomarker of resistance to chemotherapy and radiotherapy [55,56,57] although its universal role in cancer is still unclear . These results suggest the involvement of BCL-2 together with the HSPs, in the biological series of events that exacerbate the HT1 stress leading to hepatocarcinogenesis. Herein we could conclude that in the first phase of HT1 stress BCL-2 contributes, cooperating with HSPs, in the apoptosis resistance that facilitates tumor onset.
2.6. HSPs and Tumor: An Intricate Co-Operation
From these results we suggest that HT1 related liver cancer could arise from a complex network of gene deregulation due to the metabolic defect. Activation of many survival pathways has already been reported in HT1 cells models , and resistance to cell death was also documented in HT1 stress [28,29]. In these studies an induction of HSPB1 and HSPA1A protein levels has been observed in fah−/− mice at different periods after NTBC withdrawal. It has been shown that HSPs can participate in multiple cellular processes pertinent to tumor aggressiveness promoting cancer development by increasing cellular migration  and differentiation . Although these HSPs are not mediators of proliferation, their role in tumorigenesis involves their ability to block programmed cell death (PCD). They have been shown to play an essential role in the survival of a wide number of human cancer cells by interfering with multiple apoptotic pathways. HSPA1A and HSPB1 have a strong cytoprotective effect that increases metastatic potential and growth ability in tumor cells, as a consequence of the inhibition of the apoptotic machinery [61,62]. These HSPs can regulate in an independent manner the apoptotic cascade upstream of the mitochondria by inhibiting stress inducible signals, at mitochondrial level by preventing membrane permeabilization and release of cytochrome c, and by suppressing caspase activation downstream the mitochondria . HSP70 has also been implicated in other mechanisms of cell death in addition to PCD. This HSP has been shown to increase the lysosomal resistance against chemical and physical membrane destabilization . Nevertheless it has been suggested that HSP70 could modulate JNK and ERK phosphorylation in apoptosis induced by hyperosmolarity  and promote the stabilization of phosphorylated form of PKC .
HSPB1 is an ATP-independent chaperone and interacts with its substrates by forming multimeric complexes . The oligomerization of HSPB1 is a dynamic process highly regulated by phosphorylation at different serine residues (Ser15, Ser78, Ser82 in humans; Ser15 and Ser86 in mice) and involved in the determination of substrate affinity. Experimental evidence suggest that HSPB1 mainly acts as an inhibitor of caspase-dependent apoptosis and this action seems to be related with large unphosphorylated oligomers [45,47]. However the direct interaction with cytochrome c does not require the phosphorylation of HSPB1 . Still, small-phosphorylated oligomers of HSPB1 efficiently bind Daxx and F-actin enhancing its cytoprotective functions [40,46].
Consistent with all these observations, these inducible chaperones have been implicated in cancer progression and in chemotherapy resistance and their overexpression is considered as negative prognostic marker for different cancers, as colorectal cancer [68,69,70], intrahepatic cholangiocarcinoma , prostate cancer  and urothelial carcinoma . Furthermore, with the aim to find new strategies to block tumoral invasion, HSPB1 and HSP70 have been proposed as target for anticancer therapy [74,75]. Our results show that transcripts encoding specific HSPs and the corresponding proteins are induced in HT1 livers during carcinogenesis. This might lead to further investigations to understand the role that these HSPs may have as prognostic biomarkers for HCC development in HT1 patients and in developing new therapies in addition to NTBC treatment in these patients.
HSPs and BCL-2 families regulate cell survival through many interactions that depends on their unique features. Tumor cells may escape from caspase-mediated apoptosis by overexpressing anti-apoptotic proteins. Thus our investigations were also extended to the level of proteins that control the cell’s response to apoptosis. Regulation of the mitochondrial pathway of apoptosis via BCL-2 family members is supported by gene and protein expression. BCL-2 family consists of about 25 members and includes pro-apoptotic factors such as BAD, BAK, BAX, BID, BIM and anti-apoptotic proteins including BCL-2 and BCL-XL. The balance between members of BCL-2 family governs cell’s response to apoptosis signaling. Altered expression of the survival genes such as those codifying for BCL-2 anti-apoptotic proteins induces dysfunction in the apoptotic machinery and has therefore been associated with carcinogenesis [76,77,78,79,80,81,82]. Among genes up-regulated in HT1 tumoral fractions we noticed also one transcript of the BAG family member, BAG-2 (Figure 5). The BAG family (BCL-2 associated athanogene) represents nucleotide exchange factors in the ATP-dependent chaperone cycle of HSP70 [83,84,85]. They make a direct link between HSP and BCL-2 helping BCL-2 activation . BAG family members possess an ubiquitin-like domain that allows their association with the proteasome [87,88]; this cooperation not only stimulates chaperone-assisted degradation but also interferes with it. In particular, BAG2 was reported to inhibit the CHIP-mediated ubiquitylation of HSP70, despite other BAG co-chaperone members, such as BAG-1, that promote the release of HSP70 in the vicinity of the proteasome stimulating the HSP70 degradation . We need to investigate more about this involvement in HT1 stress but it is nevertheless tempting to speculate that the cooperation between HSPs, BCL-2 and BAG family members exerts regulatory function contributing to the cell death resistance that promote carcinogenesis in HT1 stressed cells.
3.1. Animal Maintenance and Treatments
HT1 phenotype was reproduced using homozygous FAH deficient mice (fah∆exon5, referred as fah−/−) . All animals were originally inbred of 50% 129SvJ and 50% C57BL/6 strains. The fah knockout mice and normal mice fah+/+ were maintained in a temperature and humidity-controlled environment with a 12 h light-dark cycle. Mice were allowed access to rodent food (0.82% tyrosine, 0.51% phenylalanine, Purina 5075-U.S., Charles River, St-Constant, QC, Canada) and drinking water, which was supplemented with 2-(2-nitro-4-trifluoromethylbenzoyl)-1,3-cyclohexanedione, NTBC (kindly provided by S. Lindstedt, Gottenburg University, Sweden) for the fah−/− mice. The NTBC was used at a concentration of 7.5 mg/L and provided from fetal stage by treatment of the pregnant and nursing females. To induce the HT1 phenotype mice were withdrawn from NTBC treatment for different periods of time from 1 to 15 weeks. Mice control fah+/+ and mice fah−/− on NTBC were used to underline the differences dues to genotypes. Mice were treated according to the guidelines of the Canadian Council of Animal Care (CCAC) and euthanized at the time of sacrifice by cardiac puncture with an overdose of ketamine/xylazine (0.2 mL/10g).
3.2. Gene Expression Analysis
Total RNA was isolated from snap-frozen liver tissues using TRIzol Plus Reagent (Invitrogen Corporation, Burlington, ON, Canada) according to the manufacturer’s instructions. Total RNA was treated with DNase using the RNase-free DNase kit and RNeasy spin column (QIAGEN, Toronto, ON, Canada) and dissolved in RNase-free water to a final concentration 0.2–0.5 μg/μL. The quality and purity of RNA samples was checked by capillary electrophoresis using the Agilent 2100 Bioanalyzer and Agilent RNA Nano 6000 LabChip kits (Agilent Technologies). Three different RNA pools resulting from four different mice livers were used to perform the hybridization on the four arrays. Five hundred nanograms of purified RNA were used to prepare cDNA labeled with Cy3 and Cy5, using the two colors Agilent Low Input Quick Amp Labeling kit, and hybridized using Agilent Two-Color Microarray-based gene expression platform using the 4x44K Two Colors Mouse Whole Genome Microarray, 41,534 genes (Agilent Technologies). Two hybridizations were carried out for tumor against reference samples using a fluorescent dye reversal technique (dye-swap). Slides were scanned using an Agilent DNA Microarray Scanner and Cy3/Cy5 intensity data were extracted using Agilent’s Feature Extraction software (Agilent Technologies). Transcriptome analysis was performed using Agilent Genespring GX11 software (FRSQ-Réseau Cancer Core Genome Facility, Hôtel-Dieu, Quebec, QC, Canada). A list of differently expressed genes was first created, by filtering on confidence at p ≤ 0.05, consecutive lists were generated considering a fold change value more then 2-fold. IPA Ingenuity software (QIAGEN, Redwood City, CA, USA), was further used to create functional classes of genes implicated in regulation of the survival pathway in the context of HT1. Biological processes regulated by all significant differentially expressed genes were classified according to their function using the Gene Ontology (PANTHER™ GO slim).
3.3. Protein Electrophoresis and Western Blot Analysis
Liver tissues were immediately snap frozen in liquid nitrogen and stored at −80 °C. For western blot, frozen tissues were homogenized in 1× RIPA Buffer (20 mM Tris-HCl, pH 7.5; 150 mM NaCl; 1 mM Na2EDTA; 1 mM EGTA; 1% NP-40) with 1X protease inhibitor cocktail tablets (cOmplete, Mini, EDTA-free; Roche Diagnostics, Indianapolis, USA) and 1× phosphatase inhibitor cocktail tablets (PhosSTOP; Roche Diagnostics, Indianapolis, IN, USA). The homogenized extracts were centrifuged at 10,000 g for 15 min at 4 °C. Protein concentration was measured with the Bio-Rad Protein Assay (Bio-Rad Laboratories Inc., Hercules, CA, USA). Proteins were resolved by electrophoresis on a 12% SDS-PAGE gel, transferred onto a nitrocellulose blotting membrane (BioTrace NT, Pall Life Ltd., St-Laurent, QC, Canada), blocked with 5% non-fat dried milk in TBS (Tris-buffered saline; 50 mM Tris, 150 mM NaCl, pH 7.5) and probe overnight at 4 °C with primary antibodies following recommendations by the manufacturer. Home-made rabbit polyclonal antibodies against HSPA1A (#799 1:10,000), HSPA8 (#1477 1:10,000), HSPC2/3 (#214 1:10,000) and HSPD1 (#37 1:10,000), were used and are described in Tanguay et al. . Rabbit polyclonal antibody against HSPB1 was kindly provided by J. Landry (#L2R3 1:1000, Hôtel-Dieu Research Center, CHU-Q, Quebec, QC, Canada). Rabbit polyclonal antibody against HSPB1 phospho-Ser15 and HSPA5/BiP were purchased from Stressgen Biotechnologies Corp. (Victoria, BC, Canada) (cat. #SPA-525 1:1000, and #SPA-826 1:1000). Monoclonal rabbit antibodies against BCL-2 and GAPDH (cat. #2870 1:1000 and #5174 1:2000) and secondary anti-rabbit IgG-HRP (cat. #7074 1:2000) antibody were from Cell Signaling Inc. (Beverly, MA, USA). Odyssey® Infrared Imaging System (Li-COR, Biosciences, Lincoln, NE, USA) was used for proteins detection. Densitometric analysis were performed on western blot images using ImageJ 1.47v. The obtained values were normalized to GAPDH and finally were compared to the control fah+/+ mice. Data in histograms indicate the average of four mice for each time point, with error bars indicating standard deviation.
3.4. Statistical Analysis
GeneSpring GX11 software (Agilent Technologies) was used to generate a list of selected genes and for different statistical methods on gene expression data. The significance of group differences was evaluated using ANOVA multivariance analysis, followed by post hoc Tukey test for selection of genes in pairwise comparison. Unpaired Student’s t-test was used in comparing weight variation of fah+/+ and fah−/− NTBC-withdrawn mice during the protocol of study. Ordinary one-way ANOVA variance analysis (Brown-Forsythe test) was applied to measure the statistical significance of the trend of liver weight and liver/body weight ratio in the different groups. Statistical evaluation on western blot images was performed by two-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparison test (GraphPad Prism 6.0d). A statistically significant difference was defined as * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001. All p values were derived from two-tailed tests.
In summary, our results demonstrate that HT1 stress induces progressive damage on hepatic system as soon as the HT1 stress is initiated by NTBC withdrawal, concomitant to an early, constant and specific activation of the survival pathway in livers of fah−/− mice. In early and in advanced carcinogenesis, these pathways seem to be differently modulated suggesting that more detailed investigations are needed to elucidate whether they are simply fast-acting proteins in response to tumor stress or indeed, specific marker for different phases of cancer progression and development.
This work was funded by grants from the Canadian Institutes of Health Research (MOP-86566) and Fondation du Grand défi Pierre Lavoie to RMT and a studentship to VR from PROTEO.
Conflicts of Interest
The authors declare no conflict of interest.
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