RESUMO
BACKGROUND: Malignant Pleural Mesothelioma (MPM) is an aggressive disease related to asbestos exposure, with no effective therapeutic options. METHODS: We undertook unsupervised analyses of RNA-sequencing data of 284 MPMs, with no assumption of discreteness. Using immunohistochemistry, we performed an orthogonal validation on a subset of 103 samples and a biological replication in an independent series of 77 samples. FINDINGS: A continuum of molecular profiles explained the prognosis of the disease better than any discrete model. The immune and vascular pathways were the major sources of molecular variation, with strong differences in the expression of immune checkpoints and pro-angiogenic genes; the extrema of this continuum had specific molecular profiles: a "hot" bad-prognosis profile, with high lymphocyte infiltration and high expression of immune checkpoints and pro-angiogenic genes; a "cold" bad-prognosis profile, with low lymphocyte infiltration and high expression of pro-angiogenic genes; and a "VEGFR2+/VISTA+" better-prognosis profile, with high expression of immune checkpoint VISTA and pro-angiogenic gene VEGFR2. We validated the gene expression levels at the protein level for a subset of five selected genes belonging to the immune and vascular pathways (CD8A, PDL1, VEGFR3, VEGFR2, and VISTA), in the validation series, and replicated the molecular profiles as well as their prognostic value in the replication series. INTERPRETATION: The prognosis of MPM is best explained by a continuous model, which extremes show specific expression patterns of genes involved in angiogenesis and immune response.
Assuntos
Suscetibilidade a Doenças , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/etiologia , Mesotelioma/diagnóstico , Mesotelioma/etiologia , Neovascularização Patológica/imunologia , Neoplasias Pleurais/diagnóstico , Neoplasias Pleurais/etiologia , Microambiente Tumoral/imunologia , Biomarcadores Tumorais , Feminino , Perfilação da Expressão Gênica , Humanos , Imuno-Histoquímica , Neoplasias Pulmonares/patologia , Masculino , Mesotelioma/patologia , Mesotelioma Maligno , Neoplasias Pleurais/patologia , TranscriptomaRESUMO
Although lung cancer patients harboring EGFR mutations benefit from treatment with EGFR-tyrosine kinase inhibitors (EGFR-TKI), most of them rapidly relapse. RHOB GTPase is a critical player in both lung carcinogenesis and the EGFR signaling pathway; therefore, we hypothesized that it could play a role in the response to EGFR-TKI In a series of samples from EGFR-mutated patients, we found that low RHOB expression correlated with a good response to EGFR-TKI treatment while a poor response correlated with high RHOB expression (15.3 versus 5.6 months of progression-free survival). Moreover, a better response to EGFR-TKI was associated with low RHOB levels in a panel of lung tumor cell lines and in a lung-specific tetracycline-inducible EGFRL858R transgenic mouse model. High RHOB expression was also found to prevent erlotinib-induced AKT inhibition in vitro and in vivo Furthermore, a combination of the new-generation AKT inhibitor G594 with erlotinib induced tumor cell death in vitro and tumor regression in vivo in RHOB-positive cells. Our results support a role for RHOB/AKT signaling in the resistance to EGFR-TKI and propose RHOB as a potential predictor of patient response to EGFR-TKI treatment.
Assuntos
Antineoplásicos/farmacologia , Carcinoma Pulmonar de Células não Pequenas/fisiopatologia , Resistência a Medicamentos , Receptores ErbB/genética , Proteínas Proto-Oncogênicas c-akt/metabolismo , Proteína rhoB de Ligação ao GTP/metabolismo , Animais , Inibidores Enzimáticos/farmacologia , Humanos , Camundongos , Camundongos Transgênicos , Proteínas Tirosina Quinases/antagonistas & inibidoresRESUMO
The role of PDGF-B and its receptor in meningeal tumorigenesis is not clear. We investigated the role of PDGF-B in mouse meningioma development by generating autocrine stimulation of the arachnoid through the platelet-derived growth factor receptor (PDGFR) using the RCAStv-a system. To specifically target arachnoid cells, the cells of origin of meningioma, we generated the PGDStv-a mouse (Prostaglandin D synthase). Forced expression of PDGF-B in arachnoid cells in vivo induced the formation of Grade I meningiomas in 27% of mice by 8 months of age. In vitro, PDGF-B overexpression in PGDS-positive arachnoid cells lead to increased proliferation.We found a correlation of PDGFR-B expression and NF2 inactivation in a cohort of human meningiomas, and we showed that, in mice, Nf2 loss and PDGF over-expression in arachnoid cells induced meningioma malignant transformation, with 40% of Grade II meningiomas. In these mice, additional loss of Cdkn2ab resulted in a higher incidence of malignant meningiomas with 60% of Grade II and 30% of Grade III meningiomas. These data suggest that chronic autocrine PDGF signaling can promote proliferation of arachnoid cells and is potentially sufficient to induce meningiomagenesis. Loss of Nf2 and Cdkn2ab have synergistic effects with PDGF-B overexpression promoting meningioma malignant transformation.
Assuntos
Aracnoide-Máter/metabolismo , Transformação Celular Neoplásica/metabolismo , Inibidor de Quinase Dependente de Ciclina p15/metabolismo , Inibidor p16 de Quinase Dependente de Ciclina/metabolismo , Oxirredutases Intramoleculares/metabolismo , Lipocalinas/metabolismo , Neoplasias Meníngeas/metabolismo , Meningioma/metabolismo , Proteínas Proto-Oncogênicas c-sis/metabolismo , Animais , Aracnoide-Máter/patologia , Proliferação de Células , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/patologia , Células Cultivadas , Inibidor de Quinase Dependente de Ciclina p15/genética , Inibidor p16 de Quinase Dependente de Ciclina/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Oxirredutases Intramoleculares/genética , Lipocalinas/genética , Neoplasias Meníngeas/genética , Neoplasias Meníngeas/patologia , Meningioma/genética , Meningioma/patologia , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Gradação de Tumores , Proteínas Proto-Oncogênicas c-sis/genética , Receptor beta de Fator de Crescimento Derivado de Plaquetas/metabolismo , Estudos Retrospectivos , Transdução de Sinais , Fatores de Tempo , TransfecçãoRESUMO
Invasion of the brain parenchyma by a meningioma classified by histological criteria as World Health Organization (WHO) grade I meningioma, implies that the tumor has greater likelihood of recurrence and a biological behavior similar to the more aggressive WHO grade II meningiomas. It is therefore important to detect microscopic foci of brain invasion during surgery in order to maximize the resection and/or adapt imaging follow-up. In this study, we tested the sensitivity of two handheld confocal imaging devices to detect foci of brain invasion in two types of meningioma mouse models: in a genetically engineered mouse model and in a syngeneic xenograft model. Confocal imaging offered precise images of meningothelial and fibroblastic mouse meningiomas as well as malignant meningiomas, which corresponded exactly to the pathological findings. Imaging showed a sharp definition of the brain-tumor interface and enabled identification of embedded nerves and vessels. Importantly, in both mouse models used in this study, extension of tumor along Virchow-Robin spaces into adjacent brain was detected by imaging. In conclusion, this novel technique, following validation in clinical trials, may open new possibilities for use in operating rooms to influence both decision making during the surgery and planning for additional treatments.