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1.
Genome Med ; 15(1): 29, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-37127652

RESUMO

BACKGROUND: Medulloblastoma (MB) is a malignant tumour of the cerebellum which can be classified into four major subgroups based on gene expression and genomic features. Single-cell transcriptome studies have defined the cellular states underlying each MB subgroup; however, the spatial organisation of these diverse cell states and how this impacts response to therapy remains to be determined. METHODS: Here, we used spatially resolved transcriptomics to define the cellular diversity within a sonic hedgehog (SHH) patient-derived model of MB and show that cells specific to a transcriptional state or spatial location are pivotal for CDK4/6 inhibitor, Palbociclib, treatment response. We integrated spatial gene expression with histological annotation and single-cell gene expression data from MB, developing an analysis strategy to spatially map cell type responses within the hybrid system of human and mouse cells and their interface within an intact brain tumour section. RESULTS: We distinguish neoplastic and non-neoplastic cells within tumours and from the surrounding cerebellar tissue, further refining pathological annotation. We identify a regional response to Palbociclib, with reduced proliferation and induced neuronal differentiation in both treated tumours. Additionally, we resolve at a cellular resolution a distinct tumour interface where the tumour contacts neighbouring mouse brain tissue consisting of abundant astrocytes and microglia and continues to proliferate despite Palbociclib treatment. CONCLUSIONS: Our data highlight the power of using spatial transcriptomics to characterise the response of a tumour to a targeted therapy and provide further insights into the molecular and cellular basis underlying the response and resistance to CDK4/6 inhibitors in SHH MB.


Assuntos
Neoplasias Cerebelares , Meduloblastoma , Animais , Humanos , Camundongos , Diferenciação Celular , Neoplasias Cerebelares/metabolismo , Quinase 4 Dependente de Ciclina/genética , Quinase 4 Dependente de Ciclina/metabolismo , Proteínas Hedgehog/genética , Proteínas Hedgehog/metabolismo , Meduloblastoma/metabolismo , Transcriptoma , Quinase 6 Dependente de Ciclina/antagonistas & inibidores
2.
Neuro Oncol ; 25(8): 1507-1517, 2023 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-36757207

RESUMO

BACKGROUND: Brain cancer is the leading cause of cancer-related death in children. Early detection and serial monitoring are essential for better therapeutic outcomes. Liquid biopsy has recently emerged as a promising approach for detecting these tumors by screening body fluids for the presence of circulating tumor DNA (ctDNA). Here we tested the limits of liquid biopsy using patient-specific somatic mutations to detect and monitor primary and metastatic pediatric brain cancer. METHODS: Somatic mutations were identified in 3 ependymoma, 1 embryonal tumor with multilayered rosettes, 1 central nervous system neuroblastoma, and 7 medulloblastoma patients. The mutations were used as liquid biomarkers for serial assessment of cerebrospinal fluid (CSF) samples using a droplet digital PCR (ddPCR) system. The findings were correlated to the imaging data and clinical assessment to evaluate the utility of the approach for clinical translation. RESULTS: We developed personalized somatic mutation ddPCR assays which we show are highly specific, sensitive, and efficient in detection and monitoring of ctDNA, with a positive correlation between presence of ctDNA, disease course, and clinical outcomes in the majority of patients. CONCLUSIONS: We demonstrate the feasibility and clinical utility of personalized mutation-based liquid biopsy for the surveillance of brain cancer in children. However, even with this specific and sensitive approach, we identified some potential false negative analyses. Overall, our results indicate that changes in ctDNA profiles over time demonstrate the great potential of our specific approach for predicting tumor progression, burden, and response to treatment.


Assuntos
Neoplasias Encefálicas , DNA Tumoral Circulante , Humanos , Criança , Biomarcadores Tumorais/genética , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/genética , Biópsia Líquida/métodos , DNA Tumoral Circulante/genética , Mutação
3.
EMBO Mol Med ; 14(7): e15608, 2022 07 07.
Artigo em Inglês | MEDLINE | ID: mdl-35698786

RESUMO

The highly conserved Elongator complex is a translational regulator that plays a critical role in neurodevelopment, neurological diseases, and brain tumors. Numerous clinically relevant variants have been reported in the catalytic Elp123 subcomplex, while no missense mutations in the accessory subcomplex Elp456 have been described. Here, we identify ELP4 and ELP6 variants in patients with developmental delay, epilepsy, intellectual disability, and motor dysfunction. We determine the structures of human and murine Elp456 subcomplexes and locate the mutated residues. We show that patient-derived mutations in Elp456 affect the tRNA modification activity of Elongator in vitro as well as in human and murine cells. Modeling the pathogenic variants in mice recapitulates the clinical features of the patients and reveals neuropathology that differs from the one caused by previously characterized Elp123 mutations. Our study demonstrates a direct correlation between Elp4 and Elp6 mutations, reduced Elongator activity, and neurological defects. Foremost, our data indicate previously unrecognized differences of the Elp123 and Elp456 subcomplexes for individual tRNA species, in different cell types and in different key steps during the neurodevelopment of higher organisms.


Assuntos
RNA de Transferência , Proteínas de Saccharomyces cerevisiae , Animais , Camundongos , Subunidades Proteicas/química , Subunidades Proteicas/genética , Subunidades Proteicas/metabolismo , RNA de Transferência/química , RNA de Transferência/genética , RNA de Transferência/metabolismo , Proteínas de Saccharomyces cerevisiae/química , Proteínas de Saccharomyces cerevisiae/metabolismo
4.
Mol Cancer Res ; 19(11): 1831-1839, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34330843

RESUMO

Medulloblastoma is the most common malignant pediatric brain tumor and there is an urgent need for molecularly targeted and subgroup-specific therapies. The stem cell factor SOX9, has been proposed as a potential therapeutic target for the treatment of Sonic Hedgehog medulloblastoma (SHH-MB) subgroup tumors, given its role as a downstream target of Hedgehog signaling and in functionally promoting SHH-MB metastasis and treatment resistance. However, the functional requirement for SOX9 in the genesis of medulloblastoma remains to be determined. Here we report a previously undocumented level of SOX9 expression exclusively in proliferating granule cell precursors (GCP) of the postnatal mouse cerebellum, which function as the medulloblastoma-initiating cells of SHH-MBs. Wild-type GCPs express comparatively lower levels of SOX9 than neural stem cells and mature astroglia and SOX9low GCP-like tumor cells constitute the bulk of both infant (Math1Cre:Ptch1lox/lox ) and adult (Ptch1LacZ/+ ) SHH-MB mouse models. Human medulloblastoma single-cell RNA data analyses reveal three distinct SOX9 populations present in SHH-MB and noticeably absent in other medulloblastoma subgroups: SOX9 + MATH1 + (GCP), SOX9 + GFAP + (astrocytes) and SOX9 + MATH1 + GFAP + (potential tumor-derived astrocytes). To functionally address whether SOX9 is required as a downstream effector of Hedgehog signaling in medulloblastoma tumor cells, we ablated Sox9 using a Math1Cre model system. Surprisingly, targeted ablation of Sox9 in GCPs (Math1Cre:Sox9lox/lox ) revealed no overt phenotype and loss of Sox9 in SHH-MB (Math1Cre:Ptch1lox/lox;Sox9lox/lox ) does not affect tumor formation. IMPLICATIONS: Despite preclinical data indicating SOX9 plays a key role in SHH-MB biology, our data argue against SOX9 as a viable therapeutic target.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Proteínas Hedgehog/metabolismo , Meduloblastoma/genética , Fatores de Transcrição SOX9/metabolismo , Animais , Proliferação de Células , Modelos Animais de Doenças , Humanos , Meduloblastoma/fisiopatologia , Camundongos , Transdução de Sinais
5.
Genome Med ; 13(1): 103, 2021 06 21.
Artigo em Inglês | MEDLINE | ID: mdl-34154646

RESUMO

BACKGROUND: Medulloblastoma (MB) is the most common malignant paediatric brain tumour and a leading cause of cancer-related mortality and morbidity. Existing treatment protocols are aggressive in nature resulting in significant neurological, intellectual and physical disabilities for the children undergoing treatment. Thus, there is an urgent need for improved, targeted therapies that minimize these harmful side effects. METHODS: We identified candidate drugs for MB using a network-based systems-pharmacogenomics approach: based on results from a functional genomics screen, we identified a network of interactions implicated in human MB growth regulation. We then integrated drugs and their known mechanisms of action, along with gene expression data from a large collection of medulloblastoma patients to identify drugs with potential to treat MB. RESULTS: Our analyses identified drugs targeting CDK4, CDK6 and AURKA as strong candidates for MB; all of these genes are well validated as drug targets in other tumour types. We also identified non-WNT MB as a novel indication for drugs targeting TUBB, CAD, SNRPA, SLC1A5, PTPRS, P4HB and CHEK2. Based upon these analyses, we subsequently demonstrated that one of these drugs, the new microtubule stabilizing agent, ixabepilone, blocked tumour growth in vivo in mice bearing patient-derived xenograft tumours of the Sonic Hedgehog and Group 3 subtype, providing the first demonstration of its efficacy in MB. CONCLUSIONS: Our findings confirm that this data-driven systems pharmacogenomics strategy is a powerful approach for the discovery and validation of novel therapeutic candidates relevant to MB treatment, and along with data validating ixabepilone in PDX models of the two most aggressive subtypes of medulloblastoma, we present the network analysis framework as a resource for the field.


Assuntos
Antineoplásicos/farmacologia , Biomarcadores Tumorais , Neoplasias Cerebelares/etiologia , Desenvolvimento de Medicamentos , Meduloblastoma/etiologia , Farmacogenética/métodos , Animais , Antineoplásicos/uso terapêutico , Neoplasias Cerebelares/tratamento farmacológico , Neoplasias Cerebelares/metabolismo , Biologia Computacional/métodos , Modelos Animais de Doenças , Avaliação Pré-Clínica de Medicamentos , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Redes Reguladoras de Genes , Humanos , Meduloblastoma/tratamento farmacológico , Meduloblastoma/metabolismo , Camundongos , Camundongos Transgênicos , Mapeamento de Interação de Proteínas , Mapas de Interação de Proteínas , Biologia de Sistemas/métodos , Transcriptoma , Ensaios Antitumorais Modelo de Xenoenxerto
6.
J Pediatr Psychol ; 46(8): 903-911, 2021 08 19.
Artigo em Inglês | MEDLINE | ID: mdl-34010421

RESUMO

OBJECTIVE: This study examines prevalence rates of elevated depression symptoms utilizing the Patient Health Questionnaire-9 Item Modified for Adolescents (PHQ-9A), characterizes recommendations and interventions by primary care providers (PCPs) and behavioral health clinicians (BHCs) in response to elevated PHQ-9As, and identifies factors associated with improved PHQ-9A scores at follow-up pediatric primary care visits. METHODS: A mixed methods approach was taken. Visit data, demographics, and PHQ-9A scores for 2,107 adolescents aged 11-18 were extracted using clinical informatics between January 3, 2017 and August 31, 2018. Descriptive statistics and chi-square analyses were conducted, followed by conventional content analysis of electronic medical records to examine qualitative results. Qualitative analyses were transformed into quantitative results and analyzed using point biserial correlations. RESULTS: Of the 2,107 adolescents, 277 (13%) had an elevated PHQ-9A. Content analysis resulted in 40 actions (17 PCP codes, 23 BHC codes) in response to an elevated PHQ-9A. Significant correlations were found between an improved PHQ-9A at a follow-up visit and the PCP referring to integrated behavioral health (r = .20, p < .01), and BHCs recommending and checking in at a follow-up visit (r = .20, p < .05), conducting a risk assessment (r = .15, p < .05), and providing psychoeducation about mood symptoms (r = .15, p < .05). CONCLUSIONS: Primary care is an ideal setting to address the public health crisis of untreated adolescent depression. Implications for screening processes, practice implications for PCPs and BHCs, future directions, and limitations are discussed.


Assuntos
Depressão , Atenção Primária à Saúde , Adolescente , Criança , Depressão/diagnóstico , Depressão/epidemiologia , Registros Eletrônicos de Saúde , Humanos , Programas de Rastreamento , Prevalência , Inquéritos e Questionários
7.
Neuro Oncol ; 23(5): 732-742, 2021 05 05.
Artigo em Inglês | MEDLINE | ID: mdl-33258962

RESUMO

BACKGROUND: Novel targeted therapies for children diagnosed with medulloblastoma (MB), the most common malignant pediatric brain tumor, are urgently required. A major hurdle in the development of effective therapies is the impaired delivery of systemic therapies to tumor cells due to a specialized endothelial blood-brain barrier (BBB). Accordingly, the integrity of the BBB is an essential consideration in any preclinical model used for assessing novel therapeutics. This study sought to assess the functional integrity of the BBB in several preclinical mouse models of MB. METHODS: Dynamic contrast enhancement magnetic resonance imaging (MRI) was used to evaluate blood-brain-tumor barrier (BBTB) permeability in a murine genetically engineered mouse model (GEMM) of Sonic Hedgehog (SHH) MB, patient-derived orthotopic xenograft models of MB (SHH and Gp3), and orthotopic transplantation of GEMM tumor cells, enabling a comparison of the direct effects of transplantation on the integrity of the BBTB. Immunofluorescence analysis was performed to compare the structural and subcellular features of tumor-associated vasculature in all models. RESULTS: Contrast enhancement was observed in all transplantation models of MB. No contrast enhancement was observed in the GEMM despite significant tumor burden. Cellular analysis of BBTB integrity revealed aberrancies in all transplantation models, correlating to the varying levels of BBTB permeability observed by MRI in these models. CONCLUSIONS: These results highlight functional differences in the integrity of the BBTB and tumor vessel phenotype between commonly utilized preclinical models of MB, with important implications for the preclinical evaluation of novel therapeutic agents for MB.


Assuntos
Neoplasias Cerebelares , Meduloblastoma , Animais , Barreira Hematoencefálica , Linhagem Celular Tumoral , Criança , Proteínas Hedgehog , Xenoenxertos , Humanos , Camundongos
8.
Neurooncol Adv ; 2(1): vdaa030, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32642689

RESUMO

BACKGROUND: High-grade glioma (HGG) remains a recalcitrant clinical problem despite many decades of research. A major challenge in improving prognosis is the inability of current therapeutic strategies to address a clinically significant burden of infiltrating tumor cells that extend beyond the margins of the primary tumor mass. Such cells cannot be surgically excised nor efficiently targeted by radiation therapy. Therapeutic targeting of this tumor cell population is significantly hampered by the presence of an intact blood-brain barrier (BBB). In this study, we performed a preclinical investigation of the efficiency of MR-guided Focused Ultrasound (FUS) to temporarily disrupt the BBB to allow selective delivery of a tumor-targeting antibody to infiltrating tumor. METHODS: Structural MRI, dynamic-contrast enhancement MRI, and histology were used to fully characterize the MR-enhancing properties of a patient-derived xenograft (PDX) orthotopic mouse model of HGG and to develop a reproducible, robust model of nonenhancing HGG. PET-CT imaging techniques were then used to evaluate the efficacy of FUS to increase 89Zr-radiolabeled antibody concentration in nonenhancing HGG regions and adjacent non-targeted tumor tissue. RESULTS: The PDX mouse model of HGG has a significant tumor burden lying behind an intact BBB. Increased antibody uptake in nonenhancing tumor regions is directly proportional to the FUS-targeted volume. FUS locally increased antibody uptake in FUS-targeted regions of the tumor with an intact BBB, while leaving untargeted regions unaffected. CONCLUSIONS: FUS exposure successfully allowed temporary BBB disruption, localized to specifically targeted, nonenhancing, infiltrating tumor regions and delivery of a systemically administered antibody was significantly increased.

9.
Theranostics ; 10(14): 6361-6371, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32483457

RESUMO

The clinical translation of new nanoparticle-based therapies for high-grade glioma (HGG) remains extremely poor. This has partly been due to the lack of suitable preclinical mouse models capable of replicating the complex characteristics of recurrent HGG (rHGG), namely the heterogeneous structural and functional characteristics of the blood-brain barrier (BBB). The goal of this study is to compare the characteristics of the tumor BBB of rHGG with two different mouse models of HGG, the ubiquitously used U87 cell line xenograft model and a patient-derived cell line WK1 xenograft model, in order to assess their suitability for nanomedicine research. Method: Structural MRI was used to assess the extent of BBB opening in mouse models with a fully developed tumor, and dynamic contrast enhanced MRI was used to obtain values of BBB permeability in contrast enhancing tumor. H&E and immunofluorescence staining were used to validate results obtained from the in vivo imaging studies. Results: The extent of BBB disruption and permeability in the contrast enhancing tumor was significantly higher in the U87 model than in rHGG. These values in the WK1 model are similar to those of rHGG. The U87 model is not infiltrative, has an entirely abnormal and leaky vasculature and it is not of glial origin. The WK1 model infiltrates into the non-neoplastic brain parenchyma, it has both regions with intact BBB and regions with leaky BBB and remains of glial origin. Conclusion: The WK1 mouse model more accurately reproduces the extent of BBB disruption, the level of BBB permeability and the histopathological characteristics found in rHGG patients than the U87 mouse model, and is therefore a more clinically relevant model for preclinical evaluations of emerging nanoparticle-based therapies for HGG.


Assuntos
Barreira Hematoencefálica/fisiopatologia , Glioma/patologia , Nanomedicina/métodos , Nanopartículas/administração & dosagem , Animais , Barreira Hematoencefálica/química , Barreira Hematoencefálica/efeitos dos fármacos , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Permeabilidade Capilar , Linhagem Celular Tumoral , Sistemas de Liberação de Medicamentos/métodos , Avaliação Pré-Clínica de Medicamentos/métodos , Feminino , Glioma/tratamento farmacológico , Glioma/metabolismo , Humanos , Imageamento por Ressonância Magnética/métodos , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Nanopartículas/química , Ensaios Antitumorais Modelo de Xenoenxerto
10.
Clin Cancer Res ; 23(19): 5802-5813, 2017 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-28637687

RESUMO

Purpose: Bioinformatics analysis followed by in vivo studies in patient-derived xenograft (PDX) models were used to identify and validate CDK 4/6 inhibition as an effective therapeutic strategy for medulloblastoma, particularly group 3 MYC-amplified tumors that have the worst clinical prognosis.Experimental Design: A protein interaction network derived from a Sleeping Beauty mutagenesis model of medulloblastoma was used to identify potential novel therapeutic targets. The top hit from this analysis was validated in vivo using PDX models of medulloblastoma implanted subcutaneously in the flank and orthotopically in the cerebellum of mice.Results: Informatics analysis identified the CDK4/6/CYCLIN D/RB pathway as a novel "druggable" pathway for multiple subgroups of medulloblastoma. Palbociclib, a highly specific inhibitor of CDK4/6, was found to inhibit RB phosphorylation and cause G1 arrest in PDX models of medulloblastoma. The drug caused rapid regression of Sonic hedgehog (SHH) and MYC-amplified group 3 medulloblastoma subcutaneous tumors and provided a highly significant survival advantage to mice bearing MYC-amplified intracranial tumors.Conclusions: Inhibition of CDK4/6 is potentially a highly effective strategy for the treatment of SHH and MYC-amplified group 3 medulloblastoma. Clin Cancer Res; 23(19); 5802-13. ©2017 AACR.


Assuntos
Quinase 4 Dependente de Ciclina/antagonistas & inibidores , Meduloblastoma/tratamento farmacológico , Terapia de Alvo Molecular , Piperazinas/administração & dosagem , Piridinas/administração & dosagem , Animais , Proliferação de Células/efeitos dos fármacos , Ciclina D/genética , Quinase 4 Dependente de Ciclina/genética , Modelos Animais de Doenças , Proteínas Hedgehog/genética , Humanos , Meduloblastoma/genética , Meduloblastoma/patologia , Camundongos , Fosforilação , Prognóstico , Mapas de Interação de Proteínas/efeitos dos fármacos , Mapas de Interação de Proteínas/genética , Proteínas Proto-Oncogênicas c-myc/genética , Transdução de Sinais/genética , Ensaios Antitumorais Modelo de Xenoenxerto
11.
J Immunother ; 28(1): 28-39, 2005.
Artigo em Inglês | MEDLINE | ID: mdl-15614042

RESUMO

Since the intrinsically poor immunogenicity of chronic lymphocytic leukemia (CLL) cells might be a key factor in allowing them to avoid immune control mechanisms, the development of methods to enhance CLL cell immunogenicity might lead to improved disease control. The ability of CLL cells to stimulate T cells was increased significantly by the protein kinase C (PKC) agonist phorbol myristic acetate (PMA). However, under serum-free conditions, PMA-activated CLL cells died within 48 hours. Antioxidants, such as 2-mercaptoethanol (2-ME), or fetal calf serum could prevent the death of these cells but caused them to enter distinct states of differentiation. In the presence of 2-ME, PMA-activated CLL cells extended dendritic-like protrusions and exhibited increased T-cell stimulatory capacity. In the presence of serum, PMA-activated CLL cells developed fewer dendrites, made less IL-10 and more IL-12 p40 mRNA transcripts, and showed an increased capacity to induce IFN-gamma production by T cells. The effects of serum on the promotion of type 1 immune responses by phorbol ester-activated CLL cells were dominant and correlated with activation of the NF-kappaB signaling pathway. Other PKC agonists, such as Bryostatin-1 and a synthetic Bryostatin analog (Picolog), had similar effects on CLL cells. The observation that CLL cells can acquire features of dendritic cells that promote type 1 immunity may find clinical application in immunotherapeutic strategies for this disease.


Assuntos
Antioxidantes/farmacologia , Leucemia Linfocítica Crônica de Células B/imunologia , Proteína Quinase C/metabolismo , Soro/fisiologia , Adulto , Idoso , Apresentação de Antígeno/imunologia , Antígenos CD/metabolismo , Antígenos Virais/imunologia , Briostatinas , Morte Celular/efeitos dos fármacos , Forma Celular/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Técnicas de Cocultura , Meios de Cultura Livres de Soro/farmacologia , Ativadores de Enzimas/farmacologia , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Proteínas I-kappa B/metabolismo , Imunofenotipagem , Interferon gama/metabolismo , Interleucina-10/metabolismo , Interleucina-12/metabolismo , Leucemia Linfocítica Crônica de Células B/metabolismo , Leucemia Linfocítica Crônica de Células B/patologia , Ativação Linfocitária/imunologia , Macrolídeos/farmacologia , Masculino , Mercaptoetanol/farmacologia , Pessoa de Meia-Idade , NF-kappa B/metabolismo , Fosforilação/efeitos dos fármacos , Linfócitos T/imunologia , Linfócitos T/metabolismo , Acetato de Tetradecanoilforbol/farmacologia , Células Tumorais Cultivadas , Fator de Necrose Tumoral alfa/metabolismo
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