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1.
BMC Bioinformatics ; 25(1): 236, 2024 Jul 12.
Artículo en Inglés | MEDLINE | ID: mdl-38997639

RESUMEN

BACKGROUND: Homologous recombination deficiency (HRD) stands as a clinical indicator for discerning responsive outcomes to platinum-based chemotherapy and poly ADP-ribose polymerase (PARP) inhibitors. One of the conventional approaches to HRD prognostication has generally centered on identifying deleterious mutations within the BRCA1/2 genes, along with quantifying the genomic scars, such as Genomic Instability Score (GIS) estimation with scarHRD. However, the scarHRD method has limitations in scenarios involving tumors bereft of corresponding germline data. Although several RNA-seq-based HRD prediction algorithms have been developed, they mainly support cohort-wise classification, thereby yielding HRD status without furnishing an analogous quantitative metric akin to scarHRD. This study introduces the expHRD method, which operates as a novel transcriptome-based framework tailored to n-of-1-style HRD scoring. RESULTS: The prediction model has been established using the elastic net regression method in the Cancer Genome Atlas (TCGA) pan-cancer training set. The bootstrap technique derived the HRD geneset for applying the expHRD calculation. The expHRD demonstrated a notable correlation with scarHRD and superior performance in predicting HRD-high samples. We also performed intra- and extra-cohort evaluations for clinical feasibility in the TCGA-OV and the Genomic Data Commons (GDC) ovarian cancer cohort, respectively. The innovative web service designed for ease of use is poised to extend the realms of HRD prediction across diverse malignancies, with ovarian cancer standing as an emblematic example. CONCLUSIONS: Our novel approach leverages the transcriptome data, enabling the prediction of HRD status with remarkable precision. This innovative method addresses the challenges associated with limited available data, opening new avenues for utilizing transcriptomics to inform clinical decisions.


Asunto(s)
Recombinación Homóloga , Neoplasias , Transcriptoma , Humanos , Transcriptoma/genética , Recombinación Homóloga/genética , Neoplasias/genética , Algoritmos , Femenino , Perfilación de la Expresión Génica/métodos
2.
Mol Ther Oncol ; 32(1): 200777, 2024 Mar 21.
Artículo en Inglés | MEDLINE | ID: mdl-38596297

RESUMEN

Chimeric antigen receptor (CAR)-engineered natural killer (NK) cells are a promising immunotherapy for solid cancers; however, their effectiveness against pancreatic cancer is limited by the immunosuppressive tumor microenvironment. In particular, low NK cell infiltration poses a major obstacle that reduces cytotoxicity. The current study aimed to enhance the tumor-homing capacity of CAR-NK cells by targeting the chemokine-chemokine receptor axis between NK and pancreatic cancer cells. To this end, data from a chemokine array and The Cancer Genome Atlas pan-cancer cohort were analyzed. Pancreatic cancer cells were found to secrete high levels of ligands for C-X-C motif receptor 1 (CXCR1) and CXCR2. Subsequently, we generated anti-mesothelin CAR-NK cells incorporating CXCR1 or CXCR2 and evaluated their tumor-killing abilities in 2D cancer cell co-culture and 3D tumor-mimetic organoid models. CAR-NK cells engineered with CXCR2 demonstrated enhanced tumor killing and strong infiltration of tumor sites. Collectively, these findings highlight the potential of CXCR2-augmented CAR-NK cells as a clinically relevant modality for effective pancreatic cancer treatment. By improving their infiltration and tumor-killing capabilities, these CXCR2-augmented CAR-NK cells have the potential to overcome the challenges posed by the immunosuppressive tumor microenvironment, providing improved therapeutic outcomes.

3.
JCI Insight ; 8(21)2023 Nov 08.
Artículo en Inglés | MEDLINE | ID: mdl-37788099

RESUMEN

Glioblastoma (GBM) is the most lethal brain cancer with a dismal prognosis. Stem-like GBM cells (GSCs) are a major driver of GBM propagation and recurrence; thus, understanding the molecular mechanisms that promote GSCs may lead to effective therapeutic approaches. Through in vitro clonogenic growth-based assays, we determined mitogenic activities of the ligand molecules that are implicated in neural development. We have identified that semaphorin 3A (Sema3A), originally known as an axon guidance molecule in the CNS, promotes clonogenic growth of GBM cells but not normal neural progenitor cells (NPCs). Mechanistically, Sema3A binds to its receptor neuropilin-1 (NRP1) and facilitates an interaction between NRP1 and TGF-ß receptor 1 (TGF-ßR1), which in turn leads to activation of canonical TGF-ß signaling in both GSCs and NPCs. TGF-ß signaling enhances self-renewal and survival of GBM tumors through induction of key stem cell factors, but it evokes cytostatic responses in NPCs. Blockage of the Sema3A/NRP1 axis via shRNA-mediated knockdown of Sema3A or NRP1 impeded clonogenic growth and TGF-ß pathway activity in GSCs and inhibited tumor growth in vivo. Taken together, these findings suggest that the Sema3A/NRP1/TGF-ßR1 signaling axis is a critical regulator of GSC propagation and a potential therapeutic target for GBM.


Asunto(s)
Neoplasias Encefálicas , Glioblastoma , Humanos , Semaforina-3A/metabolismo , Semaforina-3A/farmacología , Glioblastoma/patología , Neuropilina-1/genética , Neoplasias Encefálicas/patología , Factor de Crecimiento Transformador beta
4.
Biomaterials ; 296: 122087, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36924663

RESUMEN

The development of organoid culture technologies has triggered industrial interest in ex vivo drug test-guided clinical response prediction for precision cancer therapy. The three-dimensional culture encapsulated with basement membrane (BM) components is extremely important in establishing ex vivo organoids and drug sensitivity tests because the BM components confer essential structures resembling tumor histopathology. Although numerous studies have demonstrated three-dimensional culture-based drug screening methods, establishing a large-scale drug-screening platform with matrix-encapsulated tumor cells is challenging because the arrangement of microspots of a matrix-cell droplet onto each well of a microwell plate is inconsistent and difficult to standardize. In addition, relatively low scales and lack of reproducibility discourage the application of three-dimensional organoid-based drug screening data for precision treatment or drug discovery. To overcome these limitations, we manufactured an automated organospotter-integrated high-throughput organo-on-pillar (high-TOP) drug-screening platform. Our system is compatible with various extracellular matrices, including BM extract, Matrigel, collagen, and hydrogel. In addition, it can be readily utilized for high-content analyses by simply exchanging the bottom plates without disrupting the domes. Our system demonstrated considerable robustness, consistency, reproducibility, and biological relevancy in three-dimensional drug sensitivity analyses using Matrigel-encapsulated ovarian cancer cell lines. We also demonstrated proof-of-concept cases representing the clinical feasibility of high-TOP-assisted ex vivo drug tests linked to clinical chemo-response in ovarian cancer patients. In conclusion, our platform provides an automated and standardized method for ex vivo drug-sensitivity-guided clinical response prediction, suggesting effective chemotherapy regimens for patients with cancer.


Asunto(s)
Técnicas de Cultivo de Célula , Neoplasias Ováricas , Femenino , Humanos , Técnicas de Cultivo de Célula/métodos , Reproducibilidad de los Resultados , Evaluación Preclínica de Medicamentos/métodos , Descubrimiento de Drogas , Organoides , Neoplasias Ováricas/patología , Ensayos Analíticos de Alto Rendimiento/métodos
5.
Neoplasia ; 39: 100894, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36972629

RESUMEN

Recent studies indicate that signaling molecules traditionally associated with central nervous system function play critical roles in cancer. Dopamine receptor signaling is implicated in various cancers including glioblastoma (GBM) and it is a recognized therapeutic target, as evidenced by recent clinical trials with a selective dopamine receptor D2 (DRD2) inhibitor ONC201. Understanding the molecular mechanism(s) of the dopamine receptor signaling will be critical for development of potent therapeutic options. Using the human GBM patient-derived tumors treated with dopamine receptor agonists and antagonists, we identified the proteins that interact with DRD2. DRD2 signaling promotes glioblastoma (GBM) stem-like cells and GBM growth by activating MET. In contrast, pharmacological inhibition of DRD2 induces DRD2-TRAIL receptor interaction and subsequent cell death. Thus, our findings demonstrate a molecular circuitry of oncogenic DRD2 signaling in which MET and TRAIL receptors, critical factors for tumor cell survival and cell death, respectively, govern GBM survival and death. Finally, tumor-derived dopamine and expression of dopamine biosynthesis enzymes in a subset of GBM may guide patient stratification for DRD2 targeting therapy.


Asunto(s)
Glioblastoma , Humanos , Línea Celular Tumoral , Dopamina , Glioblastoma/patología , Receptores del Ligando Inductor de Apoptosis Relacionado con TNF , Transducción de Señal , Receptores de Dopamina D2/metabolismo
6.
Adv Biol (Weinh) ; 6(12): e2200060, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36116121

RESUMEN

Homologous recombination deficiency (HRD) is a crucial driver of tumorigenesis by inducing impaired repair of double-stranded DNA breaks. Although HRD possibly triggers the production of numerous tumor neoantigens that sufficiently stimulate and activate various tumor-immune responses, a comprehensive understanding of the HRD-associated tumor microenvironment is elusive. To investigate the effect of HRD on the selective enrichment of transcriptomic signatures, 294 cases from The Cancer Genome Atlas-Ovarian Cancer project with both RNA-sequencing and SNP array data are analyzed. Differentially expressed gene analysis and network analysis are performed to identify HRD-specific signatures. Gene-sets associated with mitochondrial activation, including enhanced oxidative phosphorylation (OxPhos), are significantly enriched in the HRD-high group. Furthermore, a wide range of immune cell activation signatures is enriched in HRD-high cases of high-grade serous ovarian cancer (HGSOC). On further cell-type-specific analysis, M1-like macrophage genes are significantly enriched in HRD-high HGSOC cases, whereas M2-macrophage-related genes are not. The immune-response-associated genomic features, including tumor mutation rate, neoantigens, and tumor mutation burdens, correlated with HRD scores. In conclusion, the results of this study highlight the biological properties of HRD, including enhanced energy metabolism, increased tumor neoantigens and tumor mutation burdens, and consequent exacerbation of immune responses, particularly the enrichment of M1-like macrophages in HGSOC cases.


Asunto(s)
Cistadenocarcinoma Seroso , Neoplasias Ováricas , Humanos , Femenino , Proteína BRCA1/genética , Transcriptoma/genética , Recombinación Homóloga/genética , Neoplasias Ováricas/genética , Cistadenocarcinoma Seroso/genética , Microambiente Tumoral
8.
Sci Rep ; 10(1): 4904, 2020 03 17.
Artículo en Inglés | MEDLINE | ID: mdl-32184452

RESUMEN

Axitinib, small molecule tyrosine kinase inhibitor, demonstrates anti-cancer activity for various solid tumors. We investigated anti-cancer effect of axitinib in epithelial ovarian cancer (EOC). We treated EOC cells (A2780, HeyA8, RMG1, and HeyA8-MDR) with axitinib to evaluate its effects on cell viabilty, apoptosis and migration. Western blots were performed to assess VEGFR2, ERK, and AKT levels, and ELISA and FACS to evaluate apoptosis according to axitinib treatment. In addition, in vivo experiments in xenografts using A2780, RMG1, and HeyA8-MDR cell lines were performed. We repeated the experiment with patient-derived xenograft models (PDX) of EOC. Axitinib significantly inhibited cell survival and migration, and increased apoptosis in EOC cells. The expression of VEGFR2 and phosphorylation of AKT and ERK in A2780, RMG1, and HeyA8 were decreased with axitinib treatment in dose-dependent manner, but not in HeyA8-MDR. In in vivo experiments, axitinib significantly decreased tumor weight in xenograft models of drug-sensitive (A2780), and clear cell carcinoma (RMG1) and PDX models for platinum sensitive EOC compared to control, but was not effective in drug-resistant cell line (HeyA8-MDR) or heavily pretreated refractory PDX model. Axitinib showed significant anti-cancer effects in drug-sensitive or clear cell EOC cells via inhibition of VEGFR signals associated with cell proliferation, apoptosis and migration, but not in drug-resistant cells.


Asunto(s)
Axitinib/uso terapéutico , Carcinoma Epitelial de Ovario/tratamiento farmacológico , Carcinoma Epitelial de Ovario/metabolismo , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/metabolismo , Inhibidores de Proteínas Quinasas/uso terapéutico , Receptores de Factores de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Animales , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Movimiento Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Femenino , Humanos , Receptores de Factores de Crecimiento Endotelial Vascular/metabolismo
9.
Cancers (Basel) ; 12(3)2020 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-32120790

RESUMEN

Diffusely infiltrating gliomas (DIGs) are difficult to completely resect and are associated with a high rate of tumor relapse and progression from low- to high-grade glioma. In particular, optimized short-term culture-enriching patient-derived glioma stem cells (GSCs) are essential for customizing the therapeutic strategy based on clinically feasible in vitro drug screening for a wide range of DIGs, owing to the high inter-tumoral heterogeneity. Herein, we constructed a novel high-throughput culture condition screening platform called 'GFSCAN', which evaluated the cellular growth rates of GSCs for each DIG sample in 132 serum-free combinations, using 13 previously reported growth factors closely associated with glioma aggressiveness. In total, 72 patient-derived GSCs with available genomic profiles were tested in GFSCAN to explore the association between cellular growth rates in specific growth factor combinations and genomic/molecular backgrounds, including isocitrate dehydrogenase 1 (IDH1) mutation, chromosome arm 1p and 19q co-deletion, ATRX chromatin remodeler alteration, and transcriptional subtype. GSCs were clustered according to the dependency on epidermal growth factor and basic fibroblast growth factor (E&F), and isocitrate dehydrogenase 1 (IDH1) wild-type GSCs showed higher E&F dependencies than IDH1 mutant GSCs. More importantly, we elucidated optimal combinations for IDH1 mutant glioblastoma and lower grade glioma GSCs with low dependencies on E&F, which could be an aid in clinical decision-making for these DIGs. Thus, we demonstrated the utility of GFSCAN in personalizing in vitro cultivation to nominate personalized therapeutic options, in a clinically relevant time frame, for individual DIG patients, where standard clinical options have been exhausted.

10.
J Allergy Clin Immunol ; 145(5): 1378-1388.e10, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31987845

RESUMEN

BACKGROUND: Staphylococcus aureus enterotoxin (SAE) superantigens are detected in nasal polyps (NPs), and SAE-specific IgE predicts asthma comorbidity in patients with NPs. However, roles of SAE superantigens and superantigen-related T-cell responses remain to be elucidated in nonasthmatic patients. OBJECTIVE: We investigated the presence of SAEs and SAE-related T-cell receptor (TCR) Vß (TCRVß) in nonasthmatic NPs, the phenotypes and functions of SAE-related T cells, and the clinical implication of SAE-related T-cell expansion. METHODS: Sinonasal tissue samples were obtained from patients with nonasthmatic chronic rhinosinusitis (CRS) with NPs (CRSwNP), patients with CRS without NPs (CRSsNP), and control subjects. SAE genes were detected by PCR, and the TCRVß distribution and T-cell phenotypes were examined by flow cytometry. RESULTS: Various SAE genes were detected not only in NPs but also in sinonasal mucosa from patients with CRSsNP and from controls. The S aureus enterotoxin I (SEI) gene was detected in all NPs. The fraction of SEI-responsive TCRVß+ (TCRVß1+ and Vß5.1+) CD4+ T cells was significantly increased only in NPs and the ethmoidal mucosa of patients with CRSwNP, indicating superantigen-induced expansion. The expanded TCRVß5.1+ CD4+ T cells expressed proliferation marker Ki-67 and the TH2 transcription factor GATA3. Furthermore, TCRVß5.1+ CD4+ T cells in NPs highly expressed TH2 markers, including IL-17RB, thymic stromal lymphoprotein receptor, and chemoattractant receptor-homologous molecule expressed on TH2 cells, with a potent TH2 cytokine-producing ability. Moreover, the expansion of TCRVß1+ or Vß5.1+ CD4+ T cells was associated with the Lund-Mackay computed tomography score, indicating disease extent. CONCLUSION: In nonasthmatic patients with CRSwNP, superantigen-related expansion of CD4+ T cells with TH2 differentiation was associated with the disease extent.


Asunto(s)
Linfocitos T CD4-Positivos/inmunología , Enterotoxinas/inmunología , Pólipos Nasales/inmunología , Rinitis/inmunología , Sinusitis/inmunología , Superantígenos/inmunología , Adulto , Diferenciación Celular , Enfermedad Crónica , ADN Bacteriano/análisis , Enterotoxinas/genética , Femenino , Factor de Transcripción GATA3/inmunología , Humanos , Antígeno Ki-67/inmunología , Masculino , Persona de Mediana Edad , Proteínas Proto-Oncogénicas c-bcl-2/inmunología , Receptores de Antígenos de Linfocitos T/inmunología , Superantígenos/genética
11.
Exp Mol Med ; 51(12): 1-11, 2019 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-31811117

RESUMEN

Glioblastoma (GBM) is the most lethal primary brain tumor with few treatment options. The survival of glioma-initiating cells (GICs) is one of the major factors contributing to treatment failure. GICs frequently produce and respond to their own growth factors that support cell proliferation and survival. In this study, we aimed to identify critical autocrine factors mediating GIC survival and to evaluate the anti-GBM effect of antagonizing these factors. Proteomic analysis was performed using conditioned media from two different patient-derived GBM tumor spheres under a growth factor-depleted status. Then, the antitumor effects of inhibiting an identified autocrine factor were evaluated by bioinformatic analysis and molecular validation. Proteins secreted by sphere-forming GICs promote cell proliferation/survival and detoxify reactive oxygen species (ROS). Among these proteins, we focused on midkine (MDK) as a clinically significant and pathologically relevant autocrine factor. Antagonizing MDK reduced the survival of GBM tumor spheres through the promotion of cell cycle arrest and the consequent apoptotic cell death caused by oxidative stress-induced DNA damage. We also identified PCBP4, a novel molecular predictor of resistance to anti-MDK treatment. Collectively, our results indicate that MDK inhibition is an important therapeutic option by suppressing GIC survival through the induction of ROS-mediated cell cycle arrest and apoptosis.


Asunto(s)
Sistema Nervioso Central/metabolismo , Glioblastoma/metabolismo , Midkina/metabolismo , Proteínas de Unión al ARN/metabolismo , Apoptosis/genética , Apoptosis/fisiología , Ciclo Celular/genética , Ciclo Celular/fisiología , Biología Computacional , Daño del ADN/genética , Daño del ADN/fisiología , Humanos , Técnicas In Vitro , Especies Reactivas de Oxígeno/metabolismo , Análisis de Secuencia de ARN
12.
Genome Biol ; 20(1): 253, 2019 11 26.
Artículo en Inglés | MEDLINE | ID: mdl-31771620

RESUMEN

BACKGROUND: Gynecologic malignancy is one of the leading causes of mortality in female adults worldwide. Comprehensive genomic analysis has revealed a list of molecular aberrations that are essential to tumorigenesis, progression, and metastasis of gynecologic tumors. However, targeting such alterations has frequently led to treatment failures due to underlying genomic complexity and simultaneous activation of various tumor cell survival pathway molecules. A compilation of molecular characterization of tumors with pharmacological drug response is the next step toward clinical application of patient-tailored treatment regimens. RESULTS: Toward this goal, we establish a library of 139 gynecologic tumors including epithelial ovarian cancers (EOCs), cervical, endometrial tumors, and uterine sarcomas that are genomically and/or pharmacologically annotated and explore dynamic pharmacogenomic associations against 37 molecularly targeted drugs. We discover lineage-specific drug sensitivities based on subcategorization of gynecologic tumors and identify TP53 mutation as a molecular determinant that elicits therapeutic response to poly (ADP-Ribose) polymerase (PARP) inhibitor. We further identify transcriptome expression of inhibitor of DNA biding 2 (ID2) as a potential predictive biomarker for treatment response to olaparib. CONCLUSIONS: Together, our results demonstrate the potential utility of rapid drug screening combined with genomic profiling for precision treatment of gynecologic cancers.


Asunto(s)
Neoplasias de los Genitales Femeninos/genética , Pruebas de Farmacogenómica , Medicina de Precisión , Antineoplásicos/uso terapéutico , Biomarcadores de Tumor , Femenino , Neoplasias de los Genitales Femeninos/tratamiento farmacológico , Humanos
13.
J Exp Med ; 216(5): 1120-1134, 2019 05 06.
Artículo en Inglés | MEDLINE | ID: mdl-30898893

RESUMEN

Glioblastoma (GBM) is the most malignant brain tumor with profound genomic alterations. Tumor suppressor genes regulate multiple signaling networks that restrict cellular proliferation and present barriers to malignant transformation. While bona fide tumor suppressors such as PTEN and TP53 often undergo inactivation due to mutations, there are several genes for which genomic deletion is the primary route for tumor progression. To functionally identify putative tumor suppressors in GBM, we employed in vivo RNAi screening using patient-derived xenograft models. Here, we identified PIP4K2A, whose functional role and clinical relevance remain unexplored in GBM. We discovered that PIP4K2A negatively regulates phosphoinositide 3-kinase (PI3K) signaling via p85/p110 component degradation in PTEN-deficient GBMs and specifically targets p85 for proteasome-mediated degradation. Overexpression of PIP4K2A suppressed cellular and clonogenic growth in vitro and impeded tumor growth in vivo. Our results unravel a novel tumor-suppressive role of PIP4K2A for the first time and support the feasibility of combining oncogenomics with in vivo RNAi screen.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Fosfatidilinositol 3-Quinasa Clase Ia/metabolismo , Glioblastoma/metabolismo , Fosfohidrolasa PTEN/metabolismo , Fosfotransferasas (Aceptor de Grupo Alcohol)/metabolismo , Animales , Neoplasias Encefálicas/patología , Carcinogénesis/metabolismo , Proliferación Celular/genética , Células Cultivadas , Fosfatidilinositol 3-Quinasa Clase Ia/genética , Femenino , Glioblastoma/patología , Xenoinjertos , Humanos , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Fosfotransferasas (Aceptor de Grupo Alcohol)/genética , Interferencia de ARN , Transducción Genética , Carga Tumoral/genética
14.
Neuro Oncol ; 21(2): 222-233, 2019 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-29939324

RESUMEN

BACKGROUND: Cancer is a complex disease with profound genomic alterations and extensive heterogeneity. Recent studies on large-scale genomics have shed light on the impact of core oncogenic pathways, which are frequently dysregulated in a wide spectrum of cancer types. Aberrant activation of the hepatocyte growth factor (HGF) signaling axis has been associated with promoting various oncogenic programs during tumor initiation, progression, and treatment resistance. As a result, HGF-targeted therapy has emerged as an attractive therapeutic approach. However, recent clinical trials involving HGF-targeted therapies have demonstrated rather disappointing results. Thus, an alternative, in-depth assessment of new patient stratification is necessary to shift the current clinical course. METHODS: To address such challenges, we have evaluated the therapeutic efficacy of YYB-101, an HGF-neutralizing antibody, in a series of primary glioblastoma stem cells (GSCs) both in vitro and in vivo. Furthermore, we performed genome and transcriptome analysis to determine genetic and molecular traits that exhibit therapeutic susceptibility to HGF-mediated therapy. RESULTS: We have identified several differentially expressed genes, including MET, KDR, and SOX3, which are associated with tumor invasiveness, malignancy, and unfavorable prognosis in glioblastoma patients. We also demonstrated the HGF-MET signaling axis as a key molecular determinant in GSC invasion, and we discovered that a significant association in HGF expression existed between mesenchymal phenotype and immune cell recruitment. CONCLUSIONS: Upregulation of MET and mesenchymal cellular state are essential in generating HGF-mediated therapeutic responses. Our results provide an important framework for evaluating HGF-targeted therapy in future clinical settings.


Asunto(s)
Anticuerpos Monoclonales Humanizados/farmacología , Biomarcadores de Tumor/genética , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Genómica/métodos , Glioblastoma/tratamiento farmacológico , Factor de Crecimiento de Hepatocito/antagonistas & inhibidores , Transcriptoma , Animales , Apoptosis , Movimiento Celular , Proliferación Celular , Femenino , Glioblastoma/genética , Glioblastoma/patología , Factor de Crecimiento de Hepatocito/inmunología , Humanos , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Fenotipo , Transducción de Señal , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de Xenoinjerto
15.
Nat Genet ; 50(10): 1399-1411, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30262818

RESUMEN

Outcomes of anticancer therapy vary dramatically among patients due to diverse genetic and molecular backgrounds, highlighting extensive intertumoral heterogeneity. The fundamental tenet of precision oncology defines molecular characterization of tumors to guide optimal patient-tailored therapy. Towards this goal, we have established a compilation of pharmacological landscapes of 462 patient-derived tumor cells (PDCs) across 14 cancer types, together with genomic and transcriptomic profiling in 385 of these tumors. Compared with the traditional long-term cultured cancer cell line models, PDCs recapitulate the molecular properties and biology of the diseases more precisely. Here, we provide insights into dynamic pharmacogenomic associations, including molecular determinants that elicit therapeutic resistance to EGFR inhibitors, and the potential repurposing of ibrutinib (currently used in hematological malignancies) for EGFR-specific therapy in gliomas. Lastly, we present a potential implementation of PDC-derived drug sensitivities for the prediction of clinical response to targeted therapeutics using retrospective clinical studies.


Asunto(s)
Antineoplásicos/uso terapéutico , Resistencia a Antineoplásicos/genética , Terapia Molecular Dirigida , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Farmacogenética/métodos , Medicina de Precisión/métodos , Antineoplásicos/clasificación , Antineoplásicos/aislamiento & purificación , Biomarcadores Farmacológicos/análisis , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/genética , Linaje de la Célula/efectos de los fármacos , Linaje de la Célula/genética , Ensayos de Selección de Medicamentos Antitumorales , Estudios de Factibilidad , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Células HEK293 , Humanos , Oncología Médica/métodos , Neoplasias/patología , Panobinostat/uso terapéutico , Atención Dirigida al Paciente/métodos , Cultivo Primario de Células/métodos , Células Tumorales Cultivadas
16.
Nat Genet ; 49(4): 594-599, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28263318

RESUMEN

Precision medicine in cancer proposes that genomic characterization of tumors can inform personalized targeted therapies. However, this proposition is complicated by spatial and temporal heterogeneity. Here we study genomic and expression profiles across 127 multisector or longitudinal specimens from 52 individuals with glioblastoma (GBM). Using bulk and single-cell data, we find that samples from the same tumor mass share genomic and expression signatures, whereas geographically separated, multifocal tumors and/or long-term recurrent tumors are seeded from different clones. Chemical screening of patient-derived glioma cells (PDCs) shows that therapeutic response is associated with genetic similarity, and multifocal tumors that are enriched with PIK3CA mutations have a heterogeneous drug-response pattern. We show that targeting truncal events is more efficacious than targeting private events in reducing the tumor burden. In summary, this work demonstrates that evolutionary inference from integrated genomic analysis in multisector biopsies can inform targeted therapeutic interventions for patients with GBM.


Asunto(s)
Neoplasias Encefálicas/genética , Glioblastoma/genética , Genómica/métodos , Humanos , Mutación/genética , Recurrencia Local de Neoplasia/genética , Fosfatidilinositol 3-Quinasas/genética , Medicina de Precisión/métodos
17.
Nat Genet ; 48(7): 768-76, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-27270107

RESUMEN

Glioblastoma (GBM) is the most common and aggressive primary brain tumor. To better understand how GBM evolves, we analyzed longitudinal genomic and transcriptomic data from 114 patients. The analysis shows a highly branched evolutionary pattern in which 63% of patients experience expression-based subtype changes. The branching pattern, together with estimates of evolutionary rate, suggests that relapse-associated clones typically existed years before diagnosis. Fifteen percent of tumors present hypermutation at relapse in highly expressed genes, with a clear mutational signature. We find that 11% of recurrence tumors harbor mutations in LTBP4, which encodes a protein binding to TGF-ß. Silencing LTBP4 in GBM cells leads to suppression of TGF-ß activity and decreased cell proliferation. In recurrent GBM with wild-type IDH1, high LTBP4 expression is associated with worse prognosis, highlighting the TGF-ß pathway as a potential therapeutic target in GBM.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias Encefálicas/patología , Evolución Clonal/genética , Dacarbazina/análogos & derivados , Glioblastoma/patología , Mutación/genética , Recurrencia Local de Neoplasia/patología , Antineoplásicos Alquilantes/uso terapéutico , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/genética , Proliferación Celular , Metilasas de Modificación del ADN/genética , Enzimas Reparadoras del ADN/genética , Dacarbazina/uso terapéutico , Regulación Neoplásica de la Expresión Génica , Genómica , Glioblastoma/tratamiento farmacológico , Glioblastoma/genética , Humanos , Isocitrato Deshidrogenasa/genética , Proteínas de Unión a TGF-beta Latente/genética , Estudios Longitudinales , Clasificación del Tumor , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/genética , Tasa de Supervivencia , Temozolomida , Transcriptoma , Factor de Crecimiento Transformador beta/genética , Proteínas Supresoras de Tumor/genética
18.
Oncol Lett ; 11(2): 1281-1286, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26893731

RESUMEN

Glioblastoma multiforme (GBM) is the most common and most lethal primary brain tumor, with tragically little therapeutic progress over the last 30 years. Surgery provides a modest benefit, and GBM cells are resistant to radiation and chemotherapy. Despite significant development of the molecularly targeting strategies, the clinical outcome of GBM patients remains dismal. The challenges inherent in developing effective GBM treatments have become increasingly clear, and include resistance to standard treatments, the blood-brain barrier, resistance of GBM stem-like cells, and the genetic complexity and molecular adaptability of GBM. Recent studies have collectively suggested that certain antipsychotics harbor antitumor effects and have potential utilities as anti-GBM therapeutics. In the present review, the anti-tumorigenic effects and putative mechanisms of antipsychotics, and the challenges for the potential use of antipsychotic drugs as anti-GBM therapeutics are reviewed.

19.
Lab Invest ; 96(2): 137-50, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26641068

RESUMEN

WNTs and their downstream effectors regulate proliferation, death, and migration and cell fate decision. Deregulation of WNT signaling is associated with various cancers including GBM, which is the most malignant primary brain cancer. In this review, we will summarize the experimental evidence supporting oncogenic roles of WNT signaling in GBM and discuss current progress in the targeting of WNT signaling as an anti-cancer approach. In particular, we will focus on (1) genetic and epigenetic alterations that lead to aberrant WNT pathway activation in GBM, (2) WNT-mediated control of GBM stem cell maintenance and invasion, and (3) cross-talk between WNT and other signaling pathways in GBM. We will then review the discovery of agents that can inhibit WNT signaling in preclinical models and the current status of human clinical trials.


Asunto(s)
Neoplasias Encefálicas , Glioblastoma , Vía de Señalización Wnt , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/fisiopatología , Glioblastoma/tratamiento farmacológico , Glioblastoma/metabolismo , Glioblastoma/fisiopatología , Humanos , Proteínas Wnt/antagonistas & inhibidores
20.
Neuro Oncol ; 18(1): 37-47, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26032834

RESUMEN

BACKGROUND: Clinical benefits from standard therapies against glioblastoma (GBM) are limited in part due to intrinsic radio- and chemoresistance of GBM and inefficient targeting of GBM stem-like cells (GSCs). Novel therapeutic approaches that overcome treatment resistance and diminish stem-like properties of GBM are needed. METHODS: We determined the expression levels of ubiquitination-specific proteases (USPs) by transcriptome analysis and found that USP1 is highly expressed in GBM. Using the patient GBM-derived primary tumor cells, we inhibited USP1 by shRNA-mediated knockdown or its specific inhibitor pimozide and evaluated the effects on stem cell marker expression, proliferation, and clonogenic growth of tumor cells. RESULTS: USP1 was highly expressed in gliomas relative to normal brain tissues and more preferentially in GSC enrichment marker (CD133 or CD15) positive cells. USP1 positively regulated the protein stability of the ID1 and CHEK1, critical regulators of DNA damage response and stem cell maintenance. Targeting USP1 by RNA interference or treatment with a chemical USP1 inhibitor attenuated clonogenic growth and survival of GSCs and enhanced radiosensitivity of GBM cells. Finally, USP1 inhibition alone or in combination with radiation significantly prolonged the survival of tumor-bearing mice. CONCLUSION: USP1-mediated protein stabilization promotes GSC maintenance and treatment resistance, thereby providing a rationale for USP1 inhibition as a potential therapeutic approach against GBM.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Glioblastoma/metabolismo , Células Madre Neoplásicas/metabolismo , Células Madre Neoplásicas/efectos de la radiación , Proteasas Ubiquitina-Específicas/metabolismo , Animales , Quinasa 1 Reguladora del Ciclo Celular (Checkpoint 1) , Humanos , Proteína 1 Inhibidora de la Diferenciación/metabolismo , Ratones , Proteínas Quinasas/metabolismo , Células Tumorales Cultivadas , Proteasas Ubiquitina-Específicas/antagonistas & inhibidores
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