Quantitative analysis of O(6)-methylguanine DNA methyltransferase (MGMT) promoter methylation in patients with low-grade gliomas

Methylation of the MGMT promoter is supposed to be a predictive and prognostic factor in glioblastoma. Whether MGMT promoter methylation correlates with tumor response to temozolomide in low-grade gliomas is less clear. Therefore, we analyzed MGMT promoter methylation by a quantitative methylation-specific PCR in 22 patients with histologically verified low-grade gliomas (WHO grade II) who were treated with temozolomide (TMZ) for tumor progression. Objective tumor response, toxicity, and LOH of microsatellite markers on chromosomes 1p and 19q were analyzed. Histological classification revealed ten oligodendrogliomas, seven oligoastrocytomas, and five astrocytomas. All patients were treated with TMZ 200 mg/m2 on days 1-5 in a 4 week cycle. The median progression-free survival was 32 months. Combined LOH 1p and 19q was found in 14 patients; one patient had LOH 1p alone and one patient LOH 19q alone. The LOH status could not be determined in two patients and was normal in the remaining four. LOH 1p and/or 19q correlated with longer time to progression but not with radiological response to TMZ. MGMT promoter methylation was detectable in 20 patients by conventional PCR and quantitative analysis revealed the methylation status was between 12 and 100%. The volumetric response to chemotherapy analyzed by MRI and time to progression correlated with the level of MGMT promoter methylation. Therefore, our retrospective case series suggests that quantitative methylation-specific PCR of the MGMT promoter predicts radiological response to chemotherapy with TMZ in WHO grade II gliomas.

Tumor-associated mutations inO6-methylguanine DNA-methyltransferase (MGMT) reduce DNA repair functionality

MGMT is the primary vehicle for cellular removal of alkyl lesions from the O-6 position of guanine and the O-4 position of thymine. While key to the maintenance of genomic integrity, MGMT also removes damage induced by alkylating chemotherapies, inhibiting the efficacy of cancer treatment. Germline variants of human MGMT are well-characterized, but somatic variants found in tumors were, prior to this work, uncharacterized. We found that MGMT G132R, from a human esophageal tumor, and MGMT G156C, from a human colorectal cancer cell line, are unable to rescue methyltransferase-deficient Escherichia coli as well as wild type (WT) human MGMT after treatment with a methylating agent. Using pre-steady state kinetics, we biochemically characterized these variants as having a reduced rate constant. G132R binds DNA containing an O6-methylguanine lesion half as tightly as WT MGMT, while G156C has a 40-fold decrease in binding affinity for the same damaged DNA versus WT. Mammalian cells expressing either G132R or G156C are more sensitive to methylating agents than mammalian cells expressing WT MGMT. G132R is slightly resistant to O6-benzylguanine, an inhibitor of MGMT in clinical trials, while G156C is almost completely resistant to this inhibitor. The impared functionality of expressed variants G132R and G156C suggests that the presence of somatic variants of MGMT in a tumor could impact chemotherapeutic outcomes.

Glukose-konjugierte Hemmstoffe als Strategie der gezielten Hemmung des DNA-Reparaturproteins O 6 -Methylguanin-DNA-Methyltransferase in Tumorzellen und der Einfluss von ATP-binding cassette Transportern

Das DNA-Reparaturprotein O6-Methylguanin-DNA-Methyltransferase [MGMT] ist der Hauptresistenzfaktor gegenüber der zytotoxischen Wirkung von SN1-alkylierenden Zytostatika in der Tumortherapie. Die Verwendung der MGMT-Hemmstoffe O6-Benzylguanin [O6BG] und O6-(4-Bromothenyl)guanin [O6BTG] führte zu einer Sensibilisierung des Normalgewebes, was eine Dosis-Reduktion der Zytostatika erforderlich machte und die erhoffte Therapieverbesserung verhinderte. Aus diesem Grund ist eine Strategie der selektiven Hemmung des MGMT-Proteins (Targeting-Strategie) erforderlich, um die systemische Toxizität in der Kombinationsbehandlung zu reduzieren. In dieser Arbeit wurde die Anwendbarkeit der Glukose-Konjugation als Targeting-Strategie untersucht, da Tumorzellen einen erhöhten Glukoseverbrauch aufweisen und demzufolge Glukosetransporter überexprimieren. Die Glukose-Konjugate O6BG-Glu und O6BTG-Glu inhibierten MGMT in Tumorzellen und sensibilisierten die Zellen gegenüber den alkylierenden Agenzien Temozolomid [TMZ] und Lomustin [CCNU]. Des Weiteren inaktivierten die Glukose-Konjugate die MGMT-Aktivität im Tumor eines Xenograft-Mausmodells und reduzierten das Tumorwachstum nach einer TMZ-Behandlung im gleichen Ausmass wie die Inhibitoren O6BG und O6BTG. Trotzdem war auch mit den Glukose-Konjugaten keine Steigerung der Zytostatika-Dosis im Mausmodell möglich. Die Untersuchungen der Aufnahme von O6BG-Glu und O6BTG-Glu wiederlegten eine Involvierung der Glukosetransporter. Der Einsatz von spezifischen Glukosetransporter-Inhibitoren und Kompetitions-Experimenten führte zu keiner Verminderung der MGMT-Hemmung oder Aufnahme vom radioaktiven H3-O6BTG-Glu in die Zelle. Dies legt nahe, dass die Glukose-Konjugate über einen unspezifischen Mechanismus (aktiv) in die Zellen gelangen. Der Grund für eine mögliche unselektive Aufnahme könnte im hydrophoben Alkyllinker, der für die Konjugation des Glukosemoleküls verwendet wurde, begründet sein. Dies führt zur Generierung von amphipathischen Konjugaten, die eine initiale Bindung an die Plasmamembran aufweisen und eine Aufnahme über den Flip-Flop-Mechanismus (transbilayer transport) wahrscheinlich machen. Die amphipathische Molekülstruktur der Glukose-Konjugate führte zu einer Partikelbildung in wässrigen Lösungen, die eine Reduktion der Menge an aktiven Monomeren von O6BG-Glu und O6BTG-Glu bewirken, die zur Hemmung von MGMT zur Verfügung stehen. Der zweite Teil der Arbeit befasste sich mit der Rolle von ABC-Transportern hinsichtlich einer Targeting-Strategie von MGMT-Hemmstoffen. Obwohl eine hohe Expression dieser ABC-Transporter in Tumoren zur Resistenzentwicklung gegenüber Zytostatika führt, wurde ihr Einfluss auf MGMT-Hemmstoffe oder einer MGMT-Targeting-Strategie niemals untersucht. In dieser Arbeit wurde zum ersten Mal ein aktiver Efflux von MGMT-Hemmstoffen durch ABC-Transporter nachgewiesen. Die Inhibition von ABC-Transportern bewirkte eine schnellere Inaktivierung von MGMT durch die Glukose-Konjugate. Des Weiteren zeigten Kompetitions-Experimente mit den MGMT-Hemmstoffen eine verminderte Efflux-Rate von Fluoreszenzfarbstoffen, die spezifisch von ABC-Transportern exportiert werden. ABC-Transporter reduzieren die wirksame Konzentration des Hemmstoffes in der Zelle und beeinträchtigen somit die Effektivität der MGMT-Inhibition. Eine simultane Hemmung der ABC-Transporter P-glycoprotein (P-gp), multi resistance protein 1 (MRP1) and breast cancer resistance protein (BCRP) erhöhte die Effektivität der MGMT-Hemmstoffe (O6BG, O6BTG, O6BG-Glu, O6BTG-Glu) und verstärkte auf diese Weise die TMZ-induzierte Toxizität in Tumorzelllinien. Die Involvierung von ABC-Transportern in der intrazellulären Speicherung von MGMT-Hemmstoffen ist wahrscheinlich die Ursache für die beobachteten Unterschiede in der Sensibilisierung verschiedener Tumorzelllinien gegenüber Zytostatika durch das Glukose-Konjugat O6BG-Glu. Eine Strategie, den Einfluss von ABC-Transportern zu reduzieren und zukünftliche MGMT-Targeting-Strategien effizienter umzusetzen, ist die Verwendung von O6BTG als Ausgangssubstanz. Die höhere Inhibitionsfähigkeit der Bromthiophenmoleküle vermindert die erforderliche intrazelluläre Konzentration für eine vollständige MGMT-Hemmung und reduziert auf diese Weise den Einfluss von ABC-Transportern.

Lack of the DNA repair protein O6-methylguanine-DNA methyltransferase in histologically normal brain adjacent to primary human brain tumors.

Exposure to exogenous alkylating agents, particularly N-nitroso compounds, has been associated with increased incidence of primary human brain tumors, while intrinsic risk factors are currently unknown. The DNA repair protein O6-methylguanine-DNA methyltransferase (MGMT) is a major defense against the carcinogenicity of N-nitroso compounds and other alkylators. We report here that in 55% (64/117) of cases, histologically normal brain tissue adjacent to primary human brain tumors lacked detectable MGMT activity [methyl excision repair-defective (Mer-) status]. The incidence of Mer- status in normal brain tissue from brain tumor patients was age-dependent, increasing from 21% in children 0.25-19 years of age to 75% in adults over 50. In contrast, Mer- status was found in 12% (5/43) of normal brain specimens from patients operated for conditions other than primary brain tumors and was not age-dependent. The 4.6-fold elevation in incidence of Mer- status in brain tumor patients is highly significant (chi2 = 24; p < or = 0.001). MGMT activity was independent of age in the lymphocytes of brain tumor patients and was present in lymphocytes from six of nine tumor patients whose normal brain specimen was Mer-. DNA polymerase beta, apurinic/apyrimidinic endonuclease, and lactate dehydrogenase activities were present in all specimens tested, including Mer- specimens from brain tumor patients. Our data are consistent with a model of carcinogenesis in human brain in which epigenetically regulated lack of MGMT is a predisposing factor and alkylation-related mutagenesis is a driving force.

O6-Methylguanine-DNA-Methyltransferase methylation: prevalence and predictive value in head and neck squamous cell carcinoma

Introduction: Le gène O6-méthylguanine-ADN méthyltransferase (MGMT) code pour une enzyme spécifique réparatrice de l’ADN qui protège les cellules de la toxicité des agents alkylants. Ainsi, l’activité du MGMT est un mécanisme majeur de résistance aux agents alkylants. Il a été démontré qu’une diminution de l’expression du gène MGMT par une hyperméthylation du promoteur résulte en une amélioration de la survie chez les patients avec certains types de tumeurs qui sont traitées avec des agents chimiothérapeuthique alkylants. Objectifs: Déterminer la prévalence de la méthylation du gène MGMT chez des patients avec des cancers épidermoïdes localement avancés de la sphère ORL traités avec chimioradiothérapie et évaluer l’impact de cette méthylation sur la survie. Méthodes: Sur 428 patients consécutifs, traités avec chimioradiothérapie à notre institution et suivis pour un période médiane de 37 mois, 199 spécimens chirurgicaux paraffinés ont été récupérés. L’ADN était extrait et modifié par le traitement au bisulfite. Une réaction en chaîne de la polymérase, spécifique à la méthylation était entreprise pour évaluer l’état de méthylation du promoteur du gène du MGMT. Les résultats de laboratoire étaient corrélés avec la réponse clinique. L’analyse statistique était exécutée à l’aide du test de Fisher pour les données catégoriques et à l’aide des courbes de Kaplan-Meier pour les échecs au traitement. Résultats : Des 199 extraits d’ADN initiaux, 173 (87%) étaient modifiés au bisulfite avec succès. Des ces spécimens modifiés, 71 (41%) ont démontré une hyperméthylation du MGMT. Pour les cas de méthylation et nonméthylation du MGMT, les caractéristiques des patients n’étaient pas significativement différentes. Les taux de réponse étaient 71 et 73% (p=NS) respectivement. Le contrôle locorégional était respectivement 87 et 77% (p=0.26), la survie sans maladie était 80 et 60% (p=0.38), la survie sans métastase à distance était 92 et 78% (p=0.08) et la survie globale était 64 et 62% (p=0.99) à 3 ans. Conclusions : L’état de méthylation du MGMT est fortement prévalent (41%) et semble avoir un possible impact bénéfique sur la survie quand la chimioradiothérapie est administrée aux patients avec des stades avancés de cancers tête et cou.

Processing of O 6 - methylguanine in mammalian cells

DNA methylating compounds are widely used as anti-cancer chemotherapeutics. The pharmaceutical critical DNA lesion induced by these drugs is O6-methylguanine (O6MeG). O6MeG is highly mutagenic and genotoxic, by triggering apoptosis. Despite the potency of O6MeG to induce cell death, the mechanism of O6MeG induced toxicity is still poorly understood. Comparing the response of mouse fibroblasts wild-type (wt) and deficient for ataxia telangiectasia mutant protein (ATM), a kinase responsible for both the recognition and the signalling of DNA double-strand breaks (DSBs), it was shown that ATM deficient cells are more sensitive to the methylating agents N-methyl-N’-nitro-N-nitrosoguanidine (MNNG), methyl methansulfonate (MMS) and the anti-cancer drug temozolomide, in both colony formation and apoptosis assays. This clearly shows that DSBs are involved in O6MeG toxicity. By inactivating the O6MeG repair enzyme O6-methylguanine-DNA methyltransferase (MGMT) with the specific inhibitor O6-benzylguanine (O6BG), ATM wt and deficient cells became more sensitive to MNNG and MMS. The opposite effect was observed when over-expressing MGMT in ATM -/- cells. The results show that O6MeG is the critical DNA lesion causing death in ATM cells following MNNG treatment, and is partially responsible for the toxicity observed following MMS treatment. Furthermore, by inhibiting the ATM kinase activity with caffeine, it was shown that the resistance of wt cells to MNNG was due to the kinase activity of ATM, as wt cells underwent more apoptosis following methylating agent treatment in the presence of caffeine. Apoptosis and caspase-3 activation were late events, starting 48h after treatment. This lends support to the model where O6MeG lesions are converted into DSBs during replication. As ATM wt and deficient cells showed similar G2/M blockage and Chk1 activation following MNNG and MMS treatment, it was concluded that the protective effect of ATM is not due to cell cycle progression control. The hypersensitivity of ATM deficient cells was accompanied by their inability to activate the anti-apoptotic NFkB pathway. In a second part of this study, it was shown that the inflammatory cytokine IL-1 up-regulates the DNA repair gene apurinic endonuclease 2 (APEX2). Up-regulation of APEX2 occurred by transcriptional regulation as it was abrogated by actinomycin D. APEX2 mRNA accumulation was accompanied by increase in APEX2 protein level. IL-1 induced APEX2 expression as well as transfection of cells with APEX2 cDNA positively correlated with a decrease in apoptosis after treatment with genotoxic agents, particularly affecting cell death after H2O2. This indicates an involvement of APEX2 in the BER pathway in cells responding to IL-1.

Polymorphisms of the DNA repair gene MGMT and risk and progression of head and neck cancer.

Methylating agents are involved in carcinogenesis, and the DNA repair protein O(6)-methylguanine-DNA methyltransferase (MGMT) removes methyl group from O(6)-methylguanine. Genetic variation in DNA repair genes has been shown to contribute to susceptibility to squamous cell carcinoma of the head and neck (SCCHN). We hypothesize that MGMT polymorphisms are associated with risk of SCCHN. In a hospital-based case-control study of 721 patients with SCCHN and 1234 cancer-free controls frequency-matched by age, sex and ethnicity, we genotyped four MGMT polymorphisms, two in exon 3, 16195C>T and 16286C>T and two in the promoter region, 45996G>T and 46346C>A. We found that none of these polymorphisms alone had a significant effect on risk of SCCHN. However, when these four polymorphisms were evaluated together by the number of putative risk genotypes (i.e. 16195CC, 16286CC, 45996GT+TT, and 46346CA+AA), a statistically significantly increased risk of SCCHN was associated with the combined genotypes with three to four risk genotypes, compared with those with zero to two risk genotypes (adjusted odds ratio (OR)=1.27; 95% confidence interval (CI)=1.05-1.53). This increased risk was also more pronounced among young subjects (OR=1.81; 95% CI=1.11-2.96), men (OR=1.24; 95% CI=1.00-1.55), ever smokers (OR=1.25; 95%=1.01-1.56), ever drinkers (OR=1.29; 95% CI=1.04-1.60), patients with oropharyngeal cancer (OR=1.45; 95% CI=1.12-1.87), and oropharyngeal cancer with regional lymph node metastasis (OR=1.52; 95% CI=1.16-1.89). In conclusion, our results suggest that any one of MGMT variants may not have a substantial effect on SCCHN risk, but a joint effect of several MGMT variants may contribute to risk and progression of SCCHN, particularly for oropharyngeal cancer, in non-Hispanic whites.

Recognition of O6MeG lesions by MGMT and mismatch repair proficiency may be a prerequisite for low-dose radiation hypersensitivity

Low-dose hyper-radiosensitivity (HRS) is the phenomenon whereby cells exposed to radiation doses of less than approximately 0.5 Gy exhibit increased cell killing relative to that predicted from back-extrapolating high-dose survival data using a linear-quadratic model. While the exact mechanism remains to be elucidated, the involvement of several molecular repair pathways has been documented. These processes in turn are also associated with the response of cells to O6-methylguanine (O6MeG) lesions. We propose a model in which the level of low-dose cell killing is determined by the efficiency of both pre-replicative repair by the DNA repair enzyme O6-methylguanine methyltransferase (MGMT) and post-replicative repair by the DNA mismatch repair (MMR) system. We therefore hypothesized that the response of cells to low doses of radiation is dependent on the expression status of MGMT and MMR proteins. MMR (MSH2, MSH6, MLH1, PMS1, PMS2) and MGMT protein expression signatures were determined in a panel of normal (PWR1E, RWPE1) and malignant (22RV1, DU145, PC3) prostate cell lines and correlated with clonogenic survival and cell cycle analysis. PC3 and RWPE1 cells (HRS positive) were associated with MGMT and MMR proficiency, whereas HRS negative cell lines lacked expression of at least one (MGMT or MMR) protein. MGMT inactivation had no significant effect on cell survival. These results indicate a possible role for MMR-dependent processing of damage produced by low doses of radiation.

Stratégies thérapeutiques pour le traitement des gliomes [Therapeutic strategies for the management of gliomas]

The management of gliomas remains challenging and requires a multidisciplinary approach that involves neurosurgeons, radiation therapists and oncologists. For patients with glioblastomas, progress has been made in recent years with the introduction of a combined modality treatment associating radiation therapy and concomitant chemotherapy with the novel alkylating agent temozolomide. This combination resulted in a significant prolongation of survival and increase in the number of patients with survival well beyond two years. Since then, interest in developing new agents in this disease has dramatically increased. In parallel, molecular markers, such as methylation status of MGMT or identification of the translocation of 1p and 19q in oligodendrogliomas have allowed to identify distinct subtypes with exquisite response to treatment or different prognosis. These developments have implications for the development of clinical trials of new potential drug treatments. In this article, we provide a review of the current management of low- and high-grade gliomas, including astrocytomas, oligodendrogliomas and glioblastomas and provide an outlook into future potential therapies.

Avaliação da expressão do gene MGMT nos tecidos normal e neoplásico de doentes com câncer colorretal

OBJETIVO: Avaliar a expressão tecidual do gene de reparo MGMT comparando a mucosa cólica normal e neoplásica em doentes com câncer colorretal. MÉTODOS: Foram estudados 44 portadores de adenocarcinoma colorretal confirmado por estudo histopatológico. Foram excluídos doentes suspeitos de pertencerem a famílias com câncer colorretal hereditário (HNPCC e PAF) e os portadores de câncer do reto médio e inferior submetidos a tratamento quimioradioterápico neoadjuvante. A expressão do gene MGMT foi avaliada pela técnica da reação de polimerase em cadeia em tempo real (RT-PCR). A comparação dos resultados encontrados para expressão do gene MGMT entre tecidos normais e neoplásicos foi feita pelo teste t de Student pareado, adotando-se nível de significância de 5% (p <0,05). RESULTADOS: A expressão tecidual do gene MGMT em todos os doentes foi menor no tecido neoplásico quando comparada a do tecido normal (p=0,002). CONCLUSÃO: O gene de reparo MGMT encontra-se menos expresso no tecido neoplásico quando comparados aos tecidos normais em portadores de CCR esporádico.

Primer extension based quantitative polymerase chain reaction reveals consistent differences in the methylation status of the MGMT promoter in diffusely infiltrating gliomas (WHO grade II-IV) of adults

Diffusely infiltrating gliomas (WHO grade II-IV) are the most common primary brain tumours in adults. These tumours are not amenable to cure by surgery alone, so suitable biomarkers for adjuvant modalities are required to guide therapeutic decision-making. Epigenetic silencing of the O(6)-methylguanine-DNA methyltransferase (MGMT) gene by promoter methylation has been associated with longer survival of patients with high-grade gliomas who receive alkylating chemotherapy; and molecular testing for the methylation status of the MGMT promoter sequence is regarded as among the most relevant of such markers. We have developed a primer extension-based assay adapted to formalin-fixed paraffin-embedded tissues that enables quantitative assessment of the methylation status of the MGMT promoter. The assay is very sensitive, highly reproducible, and provides valid test results in nearly 100% of cases. Our results indicate that oligodendrogliomas, empirically known to have a relatively favourable prognosis, are also the most homogeneous entities in terms of MGMT promoter methylation. Conversely, astrocytomas, which are more prone to spontaneous progression to higher grade malignancy, are significantly more heterogeneous. In addition, we show that the degree of promoter methylation correlates with the prevalence of loss of heterozygosity on chromosome arm 1p in the oligodendroglioma group, but not the astrocytoma group. Our results may have potentially important implications for clinical molecular diagnosis.

Stratification and Prognostic Relevance of Jass's Molecular Classification of Colorectal Cancer

Background: The current proposed model of colorectal tumorigenesis is based primarily on CpG island methylator phenotype (CIMP), microsatellite instability (MSI), KRAS, BRAF, and methylation status of 0-6-Methylguanine DNA Methyltransferase (MGMT) and classifies tumors into five subgroups. The aim of this study is to validate this molecular classification and test its prognostic relevance. Methods: Three hundred two patients were included in this study. Molecular analysis was performed for five CIMP-related promoters (CRABP1, MLH1, p16INK4a, CACNA1G, NEUROG1), MGMT, MSI, KRAS, and BRAF. Methylation in at least 4 promoters or in one to three promoters was considered CIMP-high and CIMP-low (CIMP-H/L), respectively. Results: CIMP-H, CIMP-L, and CIMP-negative were found in 7.1, 43, and 49.9% cases, respectively. One hundred twenty-three tumors (41%) could not be classified into any one of the proposed molecular subgroups, including 107 CIMP-L, 14 CIMP-H, and two CIMP-negative cases. The 10 year survival rate for CIMP-high patients [22.6% (95%CI: 7-43)] was significantly lower than for CIMP-L or CIMP-negative (p = 0.0295). Only the combined analysis of BRAF and CIMP (negative versus L/H) led to distinct prognostic subgroups. Conclusion: Although CIMP status has an effect on outcome, our results underline the need for standardized definitions of low- and high-level CIMP, which clearly hinders an effective prognostic and molecular classification of colorectal cancer.

Stem cell-related "self-renewal" signature and high epidermal growth factor receptor expression associated with resistance to concomitant chemoradiotherapy in glioblastoma

PURPOSE: Glioblastomas are notorious for resistance to therapy, which has been attributed to DNA-repair proficiency, a multitude of deregulated molecular pathways, and, more recently, to the particular biologic behavior of tumor stem-like cells. Here, we aimed to identify molecular profiles specific for treatment resistance to the current standard of care of concomitant chemoradiotherapy with the alkylating agent temozolomide. PATIENTS AND METHODS: Gene expression profiles of 80 glioblastomas were interrogated for associations with resistance to therapy. Patients were treated within clinical trials testing the addition of concomitant and adjuvant temozolomide to radiotherapy. RESULTS: An expression signature dominated by HOX genes, which comprises Prominin-1 (CD133), emerged as a predictor for poor survival in patients treated with concomitant chemoradiotherapy (n = 42; hazard ratio = 2.69; 95% CI, 1.38 to 5.26; P = .004). This association could be validated in an independent data set. Provocatively, the HOX cluster was reminiscent of a "self-renewal" signature (P = .008; Gene Set Enrichment Analysis) recently characterized in a mouse leukemia model. The HOX signature and EGFR expression were independent prognostic factors in multivariate analysis, adjusted for the O-6-methylguanine-DNA methyltransferase (MGMT) methylation status, a known predictive factor for benefit from temozolomide, and age. Better outcome was associated with gene clusters characterizing features of tumor-host interaction including tumor vascularization and cell adhesion, and innate immune response. CONCLUSION: This study provides first clinical evidence for the implication of a "glioma stem cell" or "self-renewal" phenotype in treatment resistance of glioblastoma. Biologic mechanisms identified here to be relevant for resistance will guide future targeted therapies and respective marker development for individualized treatment and patient selection.