915 resultados para RESPONSE GENES
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Cytogenetic analysis in myeloma reveals marked chromosomal instability. Both widespread genomic alterations and evidence of aberrant class switch recombination, the physiological process that regulates maturation of the antibody response, implicate the DNA repair pathway in disease pathogenesis. We therefore assessed 27 SNPs in three genes (XRCC3, XRCC4 and XRCC5) central to DNA repair in patients with myeloma and controls from the EpiLymph study and from an Irish hospital registry (n = 306 cases, 263 controls). For the haplotype-tagging SNP (htSNP) rs963248 in XRCC4, Allele A was significantly more frequent in cases than in controls (86.4 versus 80.8%; odds ratio 1.51; 95% confidence interval 1.10-2.08; P = 0.0133), as was the AA genotype (74 versus 65%) (P = 0.026). Haplotype analysis was performed using Unphased for rs963248 in combination with additional SNPs in XRCC4. The strongest evidence of association came from the A-T haplotype from rs963248-rs2891980 (P = 0.008). For XRCC5, the genotype GG from rs1051685 was detected in 10 cases from different national populations but in only one control (P = 0.015). This SNP is located in the 3'-UTR of XRCC5. Overall, these data provide support for the hypothesis that common variation in the genes encoding DNA repair proteins contributes to susceptibility to myeloma.
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Interferon-alpha (IFN-alpha) therapy is commonly used in the treatment of neoplastic and autoimmune diseases, including cutaneous T cell lymphoma (CTCL). However, the IFN-alpha response is unpredictable, and the IFN-alpha cell targets and pathways are only partially understood. To delineate the molecular mechanisms of IFN-alpha activity, gene expression profiling was performed in a time-course experiment of both IFN-alpha sensitive and IFN-alpha-resistant variants of a CTCL cell line. These experiments revealed that IFN-alpha is responsible for the regulation of hundreds of genes in both variants and predominantly involves genes implicated in signal transduction, cell cycle control, apoptosis, and transcription regulation. Specifically, the IFN-alpha response of tumoral T cells is due to a combination of induction of apoptosis in which TNFSF10 and HSXIAPAF1 may play an important role and cell cycle arrest achieved by downregulation of CDK4 and CCNG2 and upregulation of CDKN2C and tumor suppressor genes (TSGs). Resistance to IFN-alpha appears to be associated with failure to induce IRF1 and IRF7 and deregulation of the apoptotic signals of HSXIAPAF1, TRADD, BAD, and BNIP3. Additionally, cell cycle progression is heralded by upregulation of CDC25A and CDC42. A critical role of NF-kappaB in promoting cell survival in IFN-alpha-resistant cells is indicated by the upregulation of RELB and LTB.
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The glucocorticoid (GC) receptor (GR) and Kruppel-like factor Klf4 are transcription factors that play major roles in skin homeostasis. However, whether these transcription factors cooperate in binding genomic regulatory regions in epidermal keratinocytes was not known. Here, we show that in dexamethasone-treated keratinocytes GR and Klf4 are recruited to genomic regions containing adjacent GR and KLF binding motifs to control transcription of the anti-inflammatory genes Tsc22d3 and Zfp36. GR- and Klf4 loss of function experiments showed total GR but partial Klf4 requirement for full gene induction in response to dexamethasone. In wild type keratinocytes induced to differentiate, GR and Klf4 protein expression increased concomitant with Tsc22d3 and Zfp36 up-regulation. In contrast, GR-deficient cells failed to differentiate or fully induce Klf4, Tsc22d3 and Zfp36 correlating with increased expression of the epithelium-specific Trp63, a known transcriptional repressor of Klf4. The identified transcriptional cooperation between GR and Klf4 may determine cell-type specific regulation and have implications for developing therapies for skin diseases.
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The reciprocal interaction between cancer cells and the tissue-specific stroma is critical for primary and metastatic tumor growth progression. Prostate cancer cells colonize preferentially bone (osteotropism), where they alter the physiological balance between osteoblast-mediated bone formation and osteoclast-mediated bone resorption, and elicit prevalently an osteoblastic response (osteoinduction). The molecular cues provided by osteoblasts for the survival and growth of bone metastatic prostate cancer cells are largely unknown. We exploited the sufficient divergence between human and mouse RNA sequences together with redefinition of highly species-specific gene arrays by computer-aided and experimental exclusion of cross-hybridizing oligonucleotide probes. This strategy allowed the dissection of the stroma (mouse) from the cancer cell (human) transcriptome in bone metastasis xenograft models of human osteoinductive prostate cancer cells (VCaP and C4-2B). As a result, we generated the osteoblastic bone metastasis-associated stroma transcriptome (OB-BMST). Subtraction of genes shared by inflammation, wound healing and desmoplastic responses, and by the tissue type-independent stroma responses to a variety of non-osteotropic and osteotropic primary cancers generated a curated gene signature ("Core" OB-BMST) putatively representing the bone marrow/bone-specific stroma response to prostate cancer-induced, osteoblastic bone metastasis. The expression pattern of three representative Core OB-BMST genes (PTN, EPHA3 and FSCN1) seems to confirm the bone specificity of this response. A robust induction of genes involved in osteogenesis and angiogenesis dominates both the OB-BMST and Core OB-BMST. This translates in an amplification of hematopoietic and, remarkably, prostate epithelial stem cell niche components that may function as a self-reinforcing bone metastatic niche providing a growth support specific for osteoinductive prostate cancer cells. The induction of this combinatorial stem cell niche is a novel mechanism that may also explain cancer cell osteotropism and local interference with hematopoiesis (myelophthisis). Accordingly, these stem cell niche components may represent innovative therapeutic targets and/or serum biomarkers in osteoblastic bone metastasis.
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Chromatin immunoprecipitation (ChIP) is an invaluable tool in the study of transcriptional regulation. ChIP methods require both a priori knowledge of the transcriptional regulators which are important for a given biological system and high-quality specific antibodies for these targets. The androgen receptor (AR) is known to play essential roles in male sexual development, in prostate cancer and in the function of many other AR-expressing cell types (e.g. neurons and myocytes). As a ligand-activated transcription factor the AR also represents an endogenous, inducible system to study transcriptional biology. Therefore, ChIP studies of the AR can make use of treatment contrast experiments to define its transcriptional targets. To date several studies have mapped AR binding sites using ChIP in combination with genome tiling microarrays (ChIP-chip) or direct sequencing (ChIP-seq), mainly in prostate cancer cell lines and with varying degrees of genomic coverage. These studies have provided new insights into the DNA sequences to which the AR can bind, identified AR cooperating transcription factors, mapped thousands of potential AR regulated genes and provided insights into the biological processes regulated by the AR. However, further ChIP studies will be required to fully characterise the dynamics of the AR-regulated transcriptional programme, to map the occupancy of different AR transcriptional complexes which result in different transcriptional output and to delineate the transcriptional networks downstream of the AR.
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BACKGROUND: Despite the significant progress made in colon cancer chemotherapy, advanced disease remains largely incurable and novel efficacious chemotherapies are urgently needed. Histone deacetylase inhibitors (HDACi) represent a novel class of agents which have demonstrated promising preclinical activity and are undergoing clinical evaluation in colon cancer. The goal of this study was to identify genes in colon cancer cells that are differentially regulated by two clinically advanced hydroxamic acid HDACi, vorinostat and LBH589 to provide rationale for novel drug combination partners and identify a core set of HDACi-regulated genes.
METHODS: HCT116 and HT29 colon cancer cells were treated with LBH589 or vorinostat and growth inhibition, acetylation status and apoptosis were analyzed in response to treatment using MTS, Western blotting and flow cytometric analyses. In addition, gene expression was analyzed using the Illumina Human-6 V2 BeadChip array and Ingenuity Pathway Analysis.
RESULTS: Treatment with either vorinostat or LBH589 rapidly induced histone acetylation, cell cycle arrest and inhibited the growth of both HCT116 and HT29 cells. Bioinformatic analysis of the microarray profiling revealed significant similarity in the genes altered in expression following treatment with the two HDACi tested within each cell line. However, analysis of genes that were altered in expression in the HCT116 and HT29 cells revealed cell-line-specific responses to HDACi treatment. In addition a core cassette of 11 genes modulated by both vorinostat and LBH589 were identified in both colon cancer cell lines analyzed.
CONCLUSION: This study identified HDACi-induced alterations in critical genes involved in nucleotide metabolism, angiogenesis, mitosis and cell survival which may represent potential intervention points for novel therapeutic combinations in colon cancer. This information will assist in the identification of novel pathways and targets that are modulated by HDACi, providing much-needed information on HDACi mechanism of action and providing rationale for novel drug combination partners. We identified a core signature of 11 genes which were modulated by both vorinostat and LBH589 in a similar manner in both cell lines. These core genes will assist in the development and validation of a common gene set which may represent a molecular signature of HDAC inhibition in colon cancer.
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PURPOSE: recent studies have found that KRAS mutations predict resistance to monoclonal antibodies targeting the epidermal growth factor receptor in metastatic colorectal cancer (mCRC). A polymorphism in a let-7 microRNA complementary site (lcs6) in the KRAS 3' untranslated region (UTR) is associated with an increased cancer risk in non-small-cell lung cancer and reduced overall survival (OS) in oral cancers. We tested the hypothesis whether this polymorphism may be associated with clinical outcome in KRAS wild-type (KRASwt) mCRC patients treated with cetuximab monotherapy.
PATIENTS AND METHODS: the presence of KRAS let-7 lcs6 polymorphism was evaluated in 130 mCRC patients who were enrolled in a phase II study of cetuximab monotherapy (IMCL-0144). Genomic DNA was extracted from dissected formalin-fixed paraffin-embedded tumor tissue, KRAS mutation status and polymorphism were assessed using direct sequencing and PCR restriction fragment length polymorphism technique.
RESULTS: KRAS let-7 lcs6 polymorphism was found to be related to object response rate (ORR) in mCRC patients whose tumors had KRASwt. The 12 KRASwt patients harboring at least a variant G allele (TG or GG) had a 42% ORR compared with a 9% ORR in 55 KRASwt patients with let-7 lcs6 TT genotype (P = 0.02, Fisher's exact test). KRASwt patients with TG/GG genotypes had trend of longer median progression-free survival (3.9 versus 1.3 months) and OS (10.7 versus 6.4 months) compared to those with TT genotypes.
CONCLUSIONS: these results are the first to indicate that the KRAS 3'UTR polymorphism may predict for cetuximab responsiveness in KRASwt mCRC patients, which warrants validation in other clinical trials.
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BACKGROUND: Cetuximab has shown significant clinical activity in metastatic colon cancer. However, cetuximab-containing neoadjuvant chemoradiation has not been shown to improve tumor response in locally advanced rectal cancer patients in recent phase I/II trials. We evaluated functional germline polymorphisms of genes involved in epidermal growth factor receptor pathway, angiogenesis, antibody-dependent cell-mediated cytotoxicity, DNA repair, and drug metabolism, for their potential role as molecular predictors for clinical outcome in locally advanced rectal cancer patients treated with preoperative cetuximab-based chemoradiation.
METHODS: 130 patients (74 men and 56 women) with locally advanced rectal cancer (4 with stage II, 109 with stage III, and 15 with stage IV, 2 unknown) who were enrolled in phase I/II clinical trials treated with cetuximab-based chemoradiation in European cancer centers were included. Genomic DNA was extracted from formalin-fixed paraffin-embedded tumor samples and genotyping was done by using PCR-RFLP assays. Fisher's exact test was used to examine associations between polymorphisms and complete pathologic response (pCR) that was determined by a modified Dworak classification system (grade III vs. grade IV: complete response).
RESULTS: Patients with the epidermal growth factor (EGF) 61 G/G genotype had pCR of 45% (5/11), compared with 21% (11/53) in patients heterozygous, and 2% (1/54) in patients homozygous for the A/A allele (P < 0.001). In addition, this association between EGF 61 G allele and pCR remained significant (P = 0.019) in the 59 patients with wild-type KRAS.
CONCLUSION: This study suggested EGF A+61G polymorphism to be a predictive marker for pCR, independent of KRAS mutation status, to cetuximab-based neoadjuvant chemoradiation of patients with locally advanced rectal cancer.
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Nowadays, a systems biology approach is both a challenge as well as believed to be the ideal form of understanding the organisms’ mechanisms of response. Responses at different levels of biological organization should be integrated to better understand the mechanisms, and hence predict the effects of stress agents, usable in broader contexts. The main aim of this thesis was to evaluate the underlying mechanisms of Enchytraeus albidus responses to chemical stressors. Therefore, there was a large investment on the gene library enrichment for this species, as explained ahead. Overall, effects of chemicals from two different groups (metals and pesticides) were assessed at different levels of biological organization: from genes and biochemical biomarkers to population endpoints. Selected chemicals were: 1) the metals cadmium and zinc; 2) the insecticide dimethoate, the herbicide atrazine and the fungicide carbendazim. At the gene and sub-cellular level, the effects of time and dosage were also adressed. Traditional ecotoxicological tests - survival, reproduction and avoidance behavior - indicated that pesticides were more toxic than metals. Avoidance behaviour is extremely important from an ecological point of view, but not recommended to use for risk assessment purposes. The oxidative stress related experiment showed that metals induced significant effects on several antioxidant enzyme activities and substrate levels, as well as oxidative damage on the membrane cells. To increase the potential of our molecular tool to assess transcriptional responses, the existing cDNA library was enriched with metal and pesticide responding genes, using Suppression Subtractive Hybridization (SSH). With the sequencing information obtained, an improved Agilent custom oligonucleotide microarray was developed and an EST database, including all existing molecular data on E. albidus, was made publicly available as an interactive tool to access information. With this microarray tool, most interesting and novel information on the mechanisms of chemical toxicity was obtained, with the identification of common and specific key pathways affected by each compound. The obtained results allowed the identification of mechanisms of action for the tested compounds in E. albidus, some of which are in line with the ones known for mammals, suggesting across species conserved modes of action and underlining the usefulness of this soil invertebrate as a model species. In general, biochemical and molecular responses were influenced by time of exposure and chemical dosage and these allowed to see the evolution of events. Cellular energy allocation results confirmed the gene expression evidences of an increased energetic expenditure, which can partially explain the decrease on the reproductive output, verified at a later stage. Correlations found throughout this thesis between effects at the different levels of biological organization have further improved our knowledge on the toxicity of metals and pesticides in this species.
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Dissertação de mestrado, Aquacultura e Pescas, Faculdade de Ciências e Tecnologias, Universidade do Algarve, 2015
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Tese de doutoramento, Engenharia Biomédica e Biofísica, Universidade de Lisboa, Faculdade de Ciências, 2014
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Dissertation presented to obtain the Ph.D degree in Biology
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RESUMO: O cancro colo-rectal (CCR) é um dos cancros que possui maior taxa de mortalidade a nível mundial. Em Portugal esta patologia é responsável pela morte de cerca de 3700 pessoas por ano, sendo que estes números aumentam de ano para ano. Ao longo das últimas décadas o papel das alterações genéticas na etiologia das patologias oncológicas tem vindo a ter cada vez mais um maior destaque. O número de estudos que avaliam a importância de polimorfismos, mutações, alterações na regulação génica e interacções entre genes no desenvolvimento destas patologias tem aumentado exponencialmente. Com o aumento do conhecimento da forma como estas alterações influenciam o desenvolvimento do cancro surgiram os primeiros meios de diagnóstico genético, levando assim a uma alteração da forma como são encarados o diagnóstico e a prevenção destas doenças. No CCR as formas hereditárias com alterações genéticas inequivocamente identificadas representam apenas 5% dos casos. Existem cerca de 25% que representam formas hereditárias para as quais ainda não foram estabelecidos os padrões de alterações genéticas subjacentes. Desta forma, estudos que venham contribuir para um maior conhecimento dos mecanismos moleculares responsáveis pelo aumento da susceptibilidade dos indivíduos para o desenvolvimento de CCR são extremamente importantes. O CCR é uma patologia multifactorial, onde factores genéticos interagem com factores ambientais no surgimento e desenvolvimento da doença. Assim, torna-se essencial integrar o estudo das alterações genéticas no contexto ambiental onde os indivíduos em estudo se encontram. No caso desta patologia um dos principais factores ambientais estudado é a nutrição. Vários estudos têm sido realizados ao longo dos últimos anos de forma a compreender como pode a ingestão dos nutrientes influenciar o desenvolvimento de CCR e de que forma interage com as alterações genéticas individuais. O ciclo do folato é um dos processos metabólicos onde o papel da nutrição em interacção com alterações genéticas mais tem sido estudado nos últimos anos. Deste cruzamento entre o estudo das alterações genéticas e ambientais surge a Nutrigenética. O conjunto de estudos da presente tese tem como objectivo aumentar o conhecimento do papel das alterações em genes do ciclo do folato, em interacção com factores nutricionais e de estilo de vida, não só no desenvolvimento de CCR, mas também de outra patologia do tracto gastrointestinal, a Doença de Crohn (DC), uma doença inflamatória muitas vezes associada como factor de risco para o desenvolvimento de CCR. Este estudo debruçou-se essencialmente no estudo dos genes timidilato sintetase (TYMS) e metionina sintetase (MTR) em populações com CCR e DC, bem como no padrão nutricional destas populações com particular incidência nos nutrientes envolvidos no ciclo do folato (folato, metionina, vitamina B6, vitamina B12). Analisando o conjunto de resultados obtidos para os estudos do CCR podemos concluir que quer a TYMS quer a MTR possuem um papel relevante na susceptibilidade para desenvolver esta patologia, assim como têm destaque no funcionamento do ciclo celular durante o processo oncogénico. Os resultados demonstram que os factores que levam a uma menor disponibilidade de grupos metil no ciclo de folato (baixos níveis de folato, alteração da actividade de MTR, elevada expressão de TYMS) constituem factores de risco, muito provavelmente por contribuírem para uma desregulação dos níveis de metionina disponível para a metilação do DNA da célula. Demonstram ainda que em células tumorais ocorrem alterações na regulação do ciclo do folato de forma a favorecer a síntese de DNA em detrimento da metilação do mesmo, alterando para isso a expressão dos genes de forma a que o fluxo de grupos metil provenientes do folato sejam encaminhados para a enzima TYMS. O polimorfismo de deleção 6pb da TYMS surge como um factor de diagnóstico e de prognóstico de CCR para a população portuguesa. Dos factores nutricionais analisados apenas o folato aparenta ter um papel relevante na modelação do risco de desenvolver CCR. Na doença de Crohn (DC) podemos verificar que a homocisteína e o seu metabolismo poderão contribuir para o aparecimento e desenvolvimento da patologia. O aumento da homocisteína poderá ser o responsável por um aumento da resposta auto-imune do organismo, promovendo o aparecimento da DC. O polimorfismo A2756G MTR desempenha um papel preponderante como factor de diagnóstico da DC, tendo sido associado pela primeira vez a esta patologia. Tem também um papel importante no desenvolvimento da doença, uma vez que está associado a uma idade de diagnóstico mais baixa, sugerindo assim que o desenvolvimento da doença ocorre de forma mais precoce. Concluindo, com este estudo pensamos ter contribuído para um melhor entendimento do papel do ciclo do folato no desenvolvimento de CCR e DC, sendo um ponto de partida para futuras investigações que possam revelar cada vez melhor as complexas interacções metabólicas desta via e a sua influência nas patologias estudadas. Do nosso estudo destacamos a importância de uma análise global das várias etapas do ciclo do folato para que se possa compreender a dinâmica que se estabelece no desenvolvimento destas patologias, podendo diversas alterações, quer a nível genético quer a nível nutricional, exercerem efeitos diferentes consoante o estado dos restantes intervenientes do ciclo do folato. Acreditamos que no futuro este estudo permitirá que o conhecimento do ciclo do folato tenha cada vez mais uma relevância fundamental a nível de diagnóstico e terapêutica destas patologias.------------ ABSTRACT: Colorectal Cancer (CRC) is one of the cancers that have a higher rate of mortality worldwide. In Portugal this pathology is responsible for the deaths of about 3700 people per year, and these numbers increase each year. Over the past few decades the role of genetic changes in the etiology of oncological pathologies has had an increasingly greater emphasis. The number of studies that evaluate the importance of polymorphisms, mutations, changes in gene regulation and gene interactions in the development of these diseases has increased exponentially. With the increased knowledge of how these changes influence the development of cancer, appeared the first means for genetic diagnostic, leading to a change in the way diagnosis is seen and in the prevention of these diseases. In CRC the hereditary forms with clearly identified genetic changes represent only 5% of cases. There are about 25% representing hereditary forms for which the patterns of genetic changes haven’t been established. In this way, studies that will contribute to a greater understanding of the molecular mechanisms responsible for increased susceptibility of individuals to the CRC development are extremely important. CRC is a multifactorial pathology, where genetic factors interact with environmental factors in the emergence and development of the disease.Thus, it is essential to integrate the study of genetic changes in the environmental context of the individuals under study. In the case of this pathology one of the main environmental factors studied is nutrition. Several studies have been conducted over the past few years in order to understand how the intake of nutrients can influence the development of CRC and how nutrients interact with the individual genetic changes. The folate cycle is one of the metabolic processes where the role of nutrition in interaction with genetic alterations has been studied in recent years. This cross between the study of genetic and environmental changes developed Nutrigenetics. The set of studies of this thesis aims to increase awareness of the role of changes in genes of the folate cycle, in interaction with nutritional factors and lifestyle, not only in the development of CRC, but also of another pathology of the gastrointestinal tract, Crohn's disease (CD), an inflammatory disease often associated as a risk factor for the development of CRC. This study dealt mainly in the study of genes thymidylate synthase (TYMS) and methionine synthase (MTR) in populations with CRC and CD, as well as in the nutritional pattern of these populations with particular focus on nutrients involved in the folate cycle (folate, methionine, vitamin B6, vitamin B12). Analyzing the results obtained for the CRC studies we conclude that either the MTR TYMS have a relevant role in susceptibility to develop this pathology, and have an important role in the functioning of the cell cycle during oncogenesis. The results show that the factors that lead to a lower availability of methyl groups in folate cycle (low levels of folate, change the activity of MTR, high expression of TYMS) constitute risk factors, most likely by contribute to a dysregulation of methionine levels available for DNA methylation of the cell. Our results also demonstrate that in tumor cells occur changes in the regulation of the folate cycle in order to promote the synthesis of DNA, to the detriment of methylation of the same by changing the expression of genes so that the methyl groups from folate are forwarded to the TYMS enzyme reaction. The deletion polymorphism 6bp of TYMS emerges as a diagnostic and prognostic factor of CCR for the Portuguese population. Nutritional factors analyzed only folate appears to have a major role in modulating the risk of developing CCR.In Crohn’s disease (CD) we can check that homocysteine and its metabolism may contribute to the emergence and development of this pathology. Increased homocysteine may be responsible for an increase in the body's autoimmune response, promoting the emergence of CD. The polymorphism A2756G MTR plays a leading role as a factor of diagnosis of DC, having been associated with this pathology for the first time. It also has an important role in the development of the disease, since it is associated with a lower diagnostic age, suggesting that the development of the disease occurs earlier. In conclusion, our study has contributed to a better understanding of the role of folate cycle in the development of CRC and CD, being a starting point for future research that may prove increasingly complex metabolic interactions in this via and its influence on the pathologies studied. In our study we highlight the importance of a comprehensive analysis of the various steps of the folate cycle in order to understand the dynamics that settles in the development of these pathologies, and a number of amendments, whether at the genetic level or at the nutritional level, exercise different effects depending on the stage of the remaining participants in the folate cycle. We believe that in the future this study will allow the knowledge of folate cycle to have increasingly a fundamental relevance at the level of diagnosis and treatment of these diseases.
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Background: Therapy of chronic hepatitis C (CHC) with pegIFNa/ribavirin achieves sustained virologic response (SVR) in ~55%. Pre-activation of the endogenous interferon system in the liver is associated non-response (NR). Recently, genome-wide association studies described associations of allelic variants near the IL28B (IFNλ3) gene with treatment response and with spontaneous clearance of the virus. We investigated if the IL28B genotype determines the constitutive expression of IFN stimulated genes (ISGs) in the liver of patients with CHC. Methods: We genotyped 93 patients with CHC for 3 IL28B single nucleotide polymorphisms (SNPs, rs12979860, rs8099917, rs12980275), extracted RNA from their liver biopsies and quantified the expression of IL28B and of 8 previously identified classifier genes which discriminate between SVR and NR (IFI44L, RSAD2, ISG15, IFI22, LAMP3, OAS3, LGALS3BP and HTATIP2). Decision tree ensembles in the form of a random forest classifier were used to calculate the relative predictive power of these different variables in a multivariate analysis. Results: The minor IL28B allele (bad risk for treatment response) was significantly associated with increased expression of ISGs, and, unexpectedly, with decreased expression of IL28B. Stratification of the patients into SVR and NR revealed that ISG expression was conditionally independent from the IL28B genotype, i.e. there was an increased expression of ISGs in NR compared to SVR irrespective of the IL28B genotype. The random forest feature score (RFFS) identified IFI27 (RFFS = 2.93), RSAD2 (1.88) and HTATIP2 (1.50) expression and the HCV genotype (1.62) as the strongest predictors of treatment response. ROC curves of the IL28B SNPs showed an AUC of 0.66 with an error rate (ERR) of 0.38. A classifier with the 3 best classifying genes showed an excellent test performance with an AUC of 0.94 and ERR of 0.15. The addition of IL28B genotype information did not improve the predictive power of the 3-gene classifier. Conclusions: IL28B genotype and hepatic ISG expression are conditionally independent predictors of treatment response in CHC. There is no direct link between altered IFNλ3 expression and pre-activation of the endogenous system in the liver. Hepatic ISG expression is by far the better predictor for treatment response than IL28B genotype.
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BACKGROUND: Cancer/testis (CT) genes are normally expressed only in germ cells, but can be activated in the cancer state. This unusual property, together with the finding that many CT proteins elicit an antigenic response in cancer patients, has established a role for this class of genes as targets in immunotherapy regimes. Many families of CT genes have been identified in the human genome, but their biological function for the most part remains unclear. While it has been shown that some CT genes are under diversifying selection, this question has not been addressed before for the class as a whole. RESULTS: To shed more light on this interesting group of genes, we exploited the generation of a draft chimpanzee (Pan troglodytes) genomic sequence to examine CT genes in an organism that is closely related to human, and generated a high-quality, manually curated set of human:chimpanzee CT gene alignments. We find that the chimpanzee genome contains homologues to most of the human CT families, and that the genes are located on the same chromosome and at a similar copy number to those in human. Comparison of putative human:chimpanzee orthologues indicates that CT genes located on chromosome X are diverging faster and are undergoing stronger diversifying selection than those on the autosomes or than a set of control genes on either chromosome X or autosomes. CONCLUSION: Given their high level of diversifying selection, we suggest that CT genes are primarily responsible for the observed rapid evolution of protein-coding genes on the X chromosome.