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1.
Gastroenterology ; 161(1): 196-210, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33745946

RESUMO

BACKGROUND & AIMS: Understanding the mechanisms by which tumors adapt to therapy is critical for developing effective combination therapeutic approaches to improve clinical outcomes for patients with cancer. METHODS: To identify promising and clinically actionable targets for managing colorectal cancer (CRC), we conducted a patient-centered functional genomics platform that includes approximately 200 genes and paired this with a high-throughput drug screen that includes 262 compounds in four patient-derived xenografts (PDXs) from patients with CRC. RESULTS: Both screening methods identified exportin 1 (XPO1) inhibitors as drivers of DNA damage-induced lethality in CRC. Molecular characterization of the cellular response to XPO1 inhibition uncovered an adaptive mechanism that limited the duration of response in TP53-mutated, but not in TP53-wild-type CRC models. Comprehensive proteomic and transcriptomic characterization revealed that the ATM/ATR-CHK1/2 axes were selectively engaged in TP53-mutant CRC cells upon XPO1 inhibitor treatment and that this response was required for adapting to therapy and escaping cell death. Administration of KPT-8602, an XPO1 inhibitor, followed by AZD-6738, an ATR inhibitor, resulted in dramatic antitumor effects and prolonged survival in TP53-mutant models of CRC. CONCLUSIONS: Our findings anticipate tremendous therapeutic benefit and support the further evaluation of XPO1 inhibitors, especially in combination with DNA damage checkpoint inhibitors, to elicit an enduring clinical response in patients with CRC harboring TP53 mutations.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Proteínas Mutadas de Ataxia Telangiectasia/antagonistas & inibidores , Biomarcadores Tumorais/genética , Neoplasias Colorretais/tratamento farmacológico , Carioferinas/antagonistas & inibidores , Mutação , Inibidores de Proteínas Quinases/administração & dosagem , Receptores Citoplasmáticos e Nucleares/antagonistas & inibidores , Proteína Supressora de Tumor p53/genética , Animais , Proteínas Mutadas de Ataxia Telangiectasia/metabolismo , Neoplasias Colorretais/genética , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Bases de Dados Genéticas , Células HCT116 , Células HT29 , Humanos , Indóis/administração & dosagem , Carioferinas/metabolismo , Camundongos , Morfolinas/administração & dosagem , Piperazinas/administração & dosagem , Piridinas/administração & dosagem , Pirimidinas/administração & dosagem , Receptores Citoplasmáticos e Nucleares/metabolismo , Sulfonamidas/administração & dosagem , Ensaios Antitumorais Modelo de Xenoenxerto , Proteína Exportina 1
2.
Cancer Res ; 81(2): 332-343, 2021 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-33158812

RESUMO

Cellular dedifferentiation is a key mechanism driving cancer progression. Acquisition of mesenchymal features has been associated with drug resistance, poor prognosis, and disease relapse in many tumor types. Therefore, successful targeting of tumors harboring these characteristics is a priority in oncology practice. The SWItch/Sucrose non-fermentable (SWI/SNF) chromatin remodeling complex has also emerged as a critical player in tumor progression, leading to the identification of several SWI/SNF complex genes as potential disease biomarkers and targets of anticancer therapies. AT-rich interaction domain-containing protein 1A (ARID1A) is a component of SWI/SNF, and mutations in ARID1A represent one of the most frequent molecular alterations in human cancers. ARID1A mutations occur in approximately 10% of pancreatic ductal adenocarcinomas (PDAC), but whether these mutations confer a therapeutic opportunity remains unclear. Here, we demonstrate that loss of ARID1A promotes an epithelial-mesenchymal transition (EMT) phenotype and sensitizes PDAC cells to a clinical inhibitor of HSP90, NVP-AUY922, both in vitro and in vivo. Although loss of ARID1A alone did not significantly affect proliferative potential or rate of apoptosis, ARID1A-deficient cells were sensitized to HSP90 inhibition, potentially by promoting the degradation of intermediate filaments driving EMT, resulting in cell death. Our results describe a mechanistic link between ARID1A defects and a quasi-mesenchymal phenotype, suggesting that deleterious mutations in ARID1A associated with protein loss exhibit potential as a biomarker for patients with PDAC who may benefit by HSP90-targeting drugs treatment. SIGNIFICANCE: This study identifies ARID1A loss as a promising biomarker for the identification of PDAC tumors that are potentially responsive to treatment with proteotoxic agents.


Assuntos
Antineoplásicos/farmacologia , Proteínas de Ligação a DNA/metabolismo , Transição Epitelial-Mesenquimal , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Proteínas de Choque Térmico HSP90/antagonistas & inibidores , Isoxazóis/farmacologia , Neoplasias Pancreáticas/tratamento farmacológico , Resorcinóis/farmacologia , Fatores de Transcrição/metabolismo , Animais , Apoptose , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patologia , Proliferação de Células , Proteínas de Ligação a DNA/genética , Feminino , Humanos , Camundongos , Camundongos Nus , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patologia , Prognóstico , Fatores de Transcrição/genética , Células Tumorais Cultivadas , Ensaios Antitumorais Modelo de Xenoenxerto
3.
Nat Genet ; 52(11): 1178-1188, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-33020667

RESUMO

Somatic mutations in driver genes may ultimately lead to the development of cancer. Understanding how somatic mutations accumulate in cancer genomes and the underlying factors that generate somatic mutations is therefore crucial for developing novel therapeutic strategies. To understand the interplay between spatial genome organization and specific mutational processes, we studied 3,000 tumor-normal-pair whole-genome datasets from 42 different human cancer types. Our analyses reveal that the change in somatic mutational load in cancer genomes is co-localized with topologically-associating-domain boundaries. Domain boundaries constitute a better proxy to track mutational load change than replication timing measurements. We show that different mutational processes lead to distinct somatic mutation distributions where certain processes generate mutations in active domains, and others generate mutations in inactive domains. Overall, the interplay between three-dimensional genome organization and active mutational processes has a substantial influence on the large-scale mutation-rate variations observed in human cancers.


Assuntos
Cromatina/química , Genoma Humano , Mutação , Neoplasias/genética , Linhagem Celular Tumoral , Cromossomos Humanos X/genética , Reparo de Erro de Pareamento de DNA , Análise Mutacional de DNA , DNA de Neoplasias , Conjuntos de Dados como Assunto , Feminino , Humanos , Masculino , Conformação Proteica , Domínios Proteicos , Dobramento de Proteína , Inativação do Cromossomo X
4.
Cancer Res ; 79(21): 5612-5625, 2019 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-31492820

RESUMO

Mutated KRAS protein is a pivotal tumor driver in pancreatic cancer. However, despite comprehensive efforts, effective therapeutics that can target oncogenic KRAS are still under investigation or awaiting clinical approval. Using a specific KRAS-dependent gene signature, we implemented a computer-assisted inspection of a drug-gene network to in silico repurpose drugs that work like inhibitors of oncogenic KRAS. We identified and validated decitabine, an FDA-approved drug, as a potent inhibitor of growth in pancreatic cancer cells and patient-derived xenograft models that showed KRAS dependency. Mechanistically, decitabine efficacy was linked to KRAS-driven dependency on nucleotide metabolism and its ability to specifically impair pyrimidine biosynthesis in KRAS-dependent tumors cells. These findings also showed that gene signatures related to KRAS dependency might be prospectively used to inform on decitabine sensitivity in a selected subset of patients with KRAS-mutated pancreatic cancer. Overall, the repurposing of decitabine emerged as an intriguing option for treating pancreatic tumors that are addicted to mutant KRAS, thus offering opportunities for improving the arsenal of therapeutics for this extremely deadly disease. SIGNIFICANCE: Decitabine is a promising drug for cancer cells dependent on RAS signaling.


Assuntos
Adenocarcinoma/tratamento farmacológico , Carcinoma Ductal Pancreático/tratamento farmacológico , Decitabina/farmacologia , Neoplasias Pancreáticas/tratamento farmacológico , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Adenocarcinoma/metabolismo , Animais , Carcinoma Ductal Pancreático/metabolismo , Linhagem Celular Tumoral , Reposicionamento de Medicamentos/métodos , Humanos , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Mutação/efeitos dos fármacos , Neoplasias Pancreáticas/metabolismo , Inibidores de Proteínas Quinases/farmacologia , Pirimidinas/farmacologia , Transdução de Sinais/efeitos dos fármacos
5.
Cell Rep ; 26(6): 1518-1532.e9, 2019 02 05.
Artigo em Inglês | MEDLINE | ID: mdl-30726735

RESUMO

Adaptive drug-resistance mechanisms allow human tumors to evade treatment through selection and expansion of treatment-resistant clones. Here, studying clonal evolution of tumor cells derived from human pancreatic tumors, we demonstrate that in vitro cultures and in vivo tumors are maintained by a common set of tumorigenic cells that can be used to establish clonal replica tumors (CRTs), large cohorts of animals bearing human tumors with identical clonal composition. Using CRTs to conduct quantitative assessments of adaptive responses to therapeutics, we uncovered a multitude of functionally heterogeneous subpopulations of cells with differential degrees of drug sensitivity. High-throughput isolation and deep characterization of unique clonal lineages showed genetic and transcriptomic diversity underlying functionally diverse subpopulations. Molecular annotation of gemcitabine-naive clonal lineages with distinct responses to treatment in the context of CRTs generated signatures that can predict the response to chemotherapy, representing a potential biomarker to stratify patients with pancreatic cancer.


Assuntos
Resistencia a Medicamentos Antineoplásicos , Heterogeneidade Genética , Neoplasias Pancreáticas/genética , Transcriptoma , Idoso , Animais , Antimetabólitos Antineoplásicos/farmacologia , Células Cultivadas , Evolução Clonal , Desoxicitidina/análogos & derivados , Desoxicitidina/farmacologia , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade , Células-Tronco Neoplásicas/efeitos dos fármacos , Células-Tronco Neoplásicas/metabolismo , Neoplasias Pancreáticas/patologia , Gencitabina
6.
Cancer Cell ; 35(2): 204-220.e9, 2019 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-30753823

RESUMO

Alterations in chromatin remodeling genes have been increasingly implicated in human oncogenesis. Specifically, the biallelic inactivation of the SWI/SNF subunit SMARCB1 results in the emergence of extremely aggressive pediatric malignancies. Here, we developed embryonic mosaic mouse models of malignant rhabdoid tumors (MRTs) that faithfully recapitulate the clinical-pathological features of the human disease. We demonstrated that SMARCB1-deficient malignancies exhibit dramatic activation of the unfolded protein response (UPR) and ER stress response via a genetically intact MYC-p19ARF-p53 axis. As a consequence, these tumors display an exquisite sensitivity to agents inducing proteotoxic stress and inhibition of the autophagic machinery. In conclusion, our findings provide a rationale for drug repositioning trials investigating combinations of agents targeting the UPR and autophagy in SMARCB1-deficient MRTs.


Assuntos
Autofagia , Estresse do Retículo Endoplasmático , Proteostase , Tumor Rabdoide/metabolismo , Proteína SMARCB1/deficiência , Proteína Supressora de Tumor p53/metabolismo , Animais , Antineoplásicos/farmacologia , Autofagia/efeitos dos fármacos , Linhagem Celular Tumoral , Inibidor p16 de Quinase Dependente de Ciclina/genética , Inibidor p16 de Quinase Dependente de Ciclina/metabolismo , Estresse do Retículo Endoplasmático/efeitos dos fármacos , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Camundongos da Linhagem 129 , Camundongos Endogâmicos C57BL , Camundongos Knockout , Inibidores de Proteassoma/farmacologia , Proteostase/efeitos dos fármacos , Proteínas Proto-Oncogênicas c-myc/genética , Proteínas Proto-Oncogênicas c-myc/metabolismo , Tumor Rabdoide/tratamento farmacológico , Tumor Rabdoide/genética , Tumor Rabdoide/patologia , Proteína SMARCB1/genética , Transdução de Sinais , Células Tumorais Cultivadas , Proteína Supressora de Tumor p53/deficiência , Proteína Supressora de Tumor p53/genética , Resposta a Proteínas não Dobradas
7.
Nat Commun ; 9(1): 5079, 2018 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-30498242

RESUMO

Most triple negative breast cancers (TNBCs) are aggressively metastatic with a high degree of intra-tumoral heterogeneity (ITH), but how ITH contributes to metastasis is unclear. Here, clonal dynamics during metastasis were studied in vivo using two patient-derived xenograft (PDX) models established from the treatment-naive primary breast tumors of TNBC patients diagnosed with synchronous metastasis. Genomic sequencing and high-complexity barcode-mediated clonal tracking reveal robust alterations in clonal architecture between primary tumors and corresponding metastases. Polyclonal seeding and maintenance of heterogeneous populations of low-abundance subclones is observed in each metastasis. However, lung, liver, and brain metastases are enriched for an identical population of high-abundance subclones, demonstrating that primary tumor clones harbor properties enabling them to seed and thrive in multiple organ sites. Further, clones that dominate multi-organ metastases share a genomic lineage. Thus, intrinsic properties of rare primary tumor subclones enable the seeding and colonization of metastases in secondary organs in these models.


Assuntos
Metástase Neoplásica/genética , Neoplasias de Mama Triplo Negativas/complicações , Neoplasias de Mama Triplo Negativas/genética , Animais , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/secundário , Modelos Animais de Doenças , Feminino , Humanos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/secundário , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/secundário , Camundongos , Camundongos SCID , Metástase Neoplásica/patologia , Ensaios Antitumorais Modelo de Xenoenxerto
8.
Nat Med ; 24(10): 1627, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-30104769

RESUMO

In the version of this article originally published, information regarding several funding sources was omitted from the Acknowledgements section. The following sentences should have been included: "This work was supported by the generous philanthropic contributions to The University of Texas MD Anderson Lung Cancer Moon Shots Program, the UT Lung SPORE 5 P50 CA07090, and the MD Anderson Cancer Center Support Grant P30CA01667. V.P is supported by R01CA155196-01A1 from the National Cancer Institute." Also, reference 18 was incorrect. The original reference was: Kim, E. S. et al. The BATTLE trial: personalizing therapy for lung cancer. Cancer Discov. 1, 44-53 (2011). It should have been: Papadimitrakopoulou, V. et al. The BATTLE-2 study: a biomarker-integrated targeted therapy study in previously treated patients with advanced non-small-cell lung cancer. J Clin. Oncol. 34, 3638-3647 (2016). The errors have been corrected in the HTML and PDF versions of this article.

9.
Nat Med ; 24(7): 1047-1057, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29892061

RESUMO

Lung cancer is a devastating disease that remains a top cause of cancer mortality. Despite improvements with targeted and immunotherapies, the majority of patients with lung cancer lack effective therapies, underscoring the need for additional treatment approaches. Genomic studies have identified frequent alterations in components of the SWI/SNF chromatin remodeling complex including SMARCA4 and ARID1A. To understand the mechanisms of tumorigenesis driven by mutations in this complex, we developed a genetically engineered mouse model of lung adenocarcinoma by ablating Smarca4 in the lung epithelium. We demonstrate that Smarca4 acts as a bona fide tumor suppressor and cooperates with p53 loss and Kras activation. Gene expression analyses revealed the signature of enhanced oxidative phosphorylation (OXPHOS) in SMARCA4 mutant tumors. We further show that SMARCA4 mutant cells have enhanced oxygen consumption and increased respiratory capacity. Importantly, SMARCA4 mutant lung cancer cell lines and xenograft tumors have marked sensitivity to inhibition of OXPHOS by a novel small molecule, IACS-010759, that is under clinical development. Mechanistically, we show that SMARCA4-deficient cells have a blunted transcriptional response to energy stress creating a therapeutically exploitable synthetic lethal interaction. These findings provide the mechanistic basis for further development of OXPHOS inhibitors as therapeutics against SWI/SNF mutant tumors.


Assuntos
DNA Helicases/genética , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Mutação/genética , Proteínas Nucleares/genética , Fosforilação Oxidativa , Fatores de Transcrição/genética , Animais , Vias Biossintéticas , Linhagem Celular Tumoral , Respiração Celular , DNA Helicases/deficiência , Metabolismo Energético , Feminino , Engenharia Genética , Humanos , Camundongos Nus , Mitocôndrias/metabolismo , Proteínas Nucleares/deficiência , Coativador 1-alfa do Receptor gama Ativado por Proliferador de Peroxissomo/metabolismo , Estresse Fisiológico/genética , Fatores de Transcrição/deficiência , Ensaios Antitumorais Modelo de Xenoenxerto
10.
NPJ Breast Cancer ; 4: 9, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29736411

RESUMO

Tumor cells disseminate early in tumor development making metastasis-prevention strategies difficult. Identifying proteins that promote the outgrowth of disseminated tumor cells may provide opportunities for novel therapeutic strategies. Despite multiple studies demonstrating that the mesenchymal-to-epithelial transition (MET) is critical for metastatic colonization, key regulators that initiate this transition remain unknown. We serially passaged lung metastases from a primary triple negative breast cancer xenograft to the mammary fat pads of recipient mice to enrich for gene expression changes that drive metastasis. An unbiased transcriptomic signature of potential metastatic drivers was generated, and a high throughput gain-of-function screen was performed in vivo to validate candidates. Carcinoembryonic antigen-related cell adhesion molecule 5 (CEACAM5) was identified as a metastatic driver. CEACAM5 overproduction enriched for an epithelial gene expression pattern and facilitated tumor outgrowth at metastatic sites. Tissues from patients with metastatic breast cancer confirmed elevated levels of CEACAM5 in lung metastases relative to breast tumors, and an inverse correlation between CEACAM5 and the mesenchymal marker vimentin was demonstrated. Thus, CEACAM5 facilitates tumor outgrowth at metastatic sites by promoting MET, warranting its investigation as a therapeutic target and biomarker of aggressiveness in breast cancer.

11.
Nature ; 542(7641): 362-366, 2017 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-28178232

RESUMO

Malignant neoplasms evolve in response to changes in oncogenic signalling. Cancer cell plasticity in response to evolutionary pressures is fundamental to tumour progression and the development of therapeutic resistance. Here we determine the molecular and cellular mechanisms of cancer cell plasticity in a conditional oncogenic Kras mouse model of pancreatic ductal adenocarcinoma (PDAC), a malignancy that displays considerable phenotypic diversity and morphological heterogeneity. In this model, stochastic extinction of oncogenic Kras signalling and emergence of Kras-independent escaper populations (cells that acquire oncogenic properties) are associated with de-differentiation and aggressive biological behaviour. Transcriptomic and functional analyses of Kras-independent escapers reveal the presence of Smarcb1-Myc-network-driven mesenchymal reprogramming and independence from MAPK signalling. A somatic mosaic model of PDAC, which allows time-restricted perturbation of cell fate, shows that depletion of Smarcb1 activates the Myc network, driving an anabolic switch that increases protein metabolism and adaptive activation of endoplasmic-reticulum-stress-induced survival pathways. Increased protein turnover renders mesenchymal sub-populations highly susceptible to pharmacological and genetic perturbation of the cellular proteostatic machinery and the IRE1-α-MKK4 arm of the endoplasmic-reticulum-stress-response pathway. Specifically, combination regimens that impair the unfolded protein responses block the emergence of aggressive mesenchymal subpopulations in mouse and patient-derived PDAC models. These molecular and biological insights inform a potential therapeutic strategy for targeting aggressive mesenchymal features of PDAC.


Assuntos
Mesoderma/patologia , Neoplasias Pancreáticas/patologia , Animais , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patologia , Desoxicitidina/análogos & derivados , Desoxicitidina/farmacologia , Desoxicitidina/uso terapêutico , Estresse do Retículo Endoplasmático/genética , Feminino , Genes myc , Genes ras , Humanos , MAP Quinase Quinase 4/metabolismo , Sistema de Sinalização das MAP Quinases , Masculino , Mesoderma/metabolismo , Camundongos , Mosaicismo , Proteína Oncogênica p55(v-myc)/metabolismo , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/metabolismo , Proteólise , Proteínas Proto-Oncogênicas p21(ras)/genética , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Proteína SMARCB1/deficiência , Proteína SMARCB1/metabolismo , Transcriptoma/genética , Gencitabina
12.
Cell Rep ; 16(1): 133-147, 2016 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-27320920

RESUMO

Current treatment regimens for pancreatic ductal adenocarcinoma (PDAC) yield poor 5-year survival, emphasizing the critical need to identify druggable targets essential for PDAC maintenance. We developed an unbiased and in vivo target discovery approach to identify molecular vulnerabilities in low-passage and patient-derived PDAC xenografts or genetically engineered mouse model-derived allografts. Focusing on epigenetic regulators, we identified WDR5, a core member of the COMPASS histone H3 Lys4 (H3K4) MLL (1-4) methyltransferase complex, as a top tumor maintenance hit required across multiple human and mouse tumors. Mechanistically, WDR5 functions to sustain proper execution of DNA replication in PDAC cells, as previously suggested by replication stress studies involving MLL1, and c-Myc, also found to interact with WDR5. We indeed demonstrate that interaction with c-Myc is critical for this function. By showing that ATR inhibition mimicked the effects of WDR5 suppression, these data provide rationale to test ATR and WDR5 inhibitors for activity in this disease.


Assuntos
Histona-Lisina N-Metiltransferase/metabolismo , Neoplasias Pancreáticas/metabolismo , Proteínas Proto-Oncogênicas c-myc/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto , Adenocarcinoma/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Animais , Carcinogênese/metabolismo , Carcinogênese/patologia , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patologia , Linhagem Celular Tumoral , Proliferação de Células , Dano ao DNA , Progressão da Doença , Epigênese Genética , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Lentivirus/metabolismo , Camundongos , Modelos Biológicos , Complexos Multiproteicos/metabolismo , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Ligação Proteica , Subunidades Proteicas/metabolismo , RNA Interferente Pequeno/metabolismo , Estresse Fisiológico
13.
J Neurosci ; 35(45): 15097-112, 2015 Nov 11.
Artigo em Inglês | MEDLINE | ID: mdl-26558781

RESUMO

Glioblastoma (GBM) is the most aggressive human brain tumor. Although several molecular subtypes of GBM are recognized, a robust molecular prognostic marker has yet to be identified. Here, we report that the stemness regulator Sox2 is a new, clinically important target of microRNA-21 (miR-21) in GBM, with implications for prognosis. Using the MiR-21-Sox2 regulatory axis, approximately half of all GBM tumors present in the Cancer Genome Atlas (TCGA) and in-house patient databases can be mathematically classified into high miR-21/low Sox2 (Class A) or low miR-21/high Sox2 (Class B) subtypes. This classification reflects phenotypically and molecularly distinct characteristics and is not captured by existing classifications. Supporting the distinct nature of the subtypes, gene set enrichment analysis of the TCGA dataset predicted that Class A and Class B tumors were significantly involved in immune/inflammatory response and in chromosome organization and nervous system development, respectively. Patients with Class B tumors had longer overall survival than those with Class A tumors. Analysis of both databases indicated that the Class A/Class B classification is a better predictor of patient survival than currently used parameters. Further, manipulation of MiR-21-Sox2 levels in orthotopic mouse models supported the longer survival of the Class B subtype. The MiR-21-Sox2 association was also found in mouse neural stem cells and in the mouse brain at different developmental stages, suggesting a role in normal development. Therefore, this mechanism-based classification suggests the presence of two distinct populations of GBM patients with distinguishable phenotypic characteristics and clinical outcomes. SIGNIFICANCE STATEMENT: Molecular profiling-based classification of glioblastoma (GBM) into four subtypes has substantially increased our understanding of the biology of the disease and has pointed to the heterogeneous nature of GBM. However, this classification is not mechanism based and its prognostic value is limited. Here, we identify a new mechanism in GBM (the miR-21-Sox2 axis) that can classify ∼50% of patients into two subtypes with distinct molecular, radiological, and pathological characteristics. Importantly, this classification can predict patient survival better than the currently used parameters. Further, analysis of the miR-21-Sox2 relationship in mouse neural stem cells and in the mouse brain at different developmental stages indicates that miR-21 and Sox2 are predominantly expressed in mutually exclusive patterns, suggesting a role in normal neural development.


Assuntos
Neoplasias Encefálicas/classificação , Neoplasias Encefálicas/metabolismo , Glioblastoma/classificação , Glioblastoma/metabolismo , MicroRNAs/biossíntese , Fatores de Transcrição SOXB1/biossíntese , Animais , Biomarcadores Tumorais/biossíntese , Neoplasias Encefálicas/diagnóstico , Células Cultivadas , Glioblastoma/diagnóstico , Humanos , Masculino , Camundongos , Camundongos Nus , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida/tendências
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