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1.
J Breast Imaging ; 2024 May 16.
Artículo en Inglés | MEDLINE | ID: mdl-38752527

RESUMEN

OBJECTIVE: Preoperative detection of axillary lymph node metastases (ALNMs) from breast cancer is suboptimal; however, recent work suggests radiomics may improve detection of ALNMs. This study aims to develop a 3D CT radiomics model to improve detection of ALNMs compared to conventional imaging features in patients with locally advanced breast cancer. METHODS: Retrospective chart review was performed on patients referred to a specialty breast cancer center between 2015 and 2020 with US-guided biopsy-proven ALNMs and pretreatment chest CT. One hundred and twelve patients (224 lymph nodes) met inclusion and exclusion criteria and were assigned to discovery (n = 150 nodes) and testing (n = 74 nodes) cohorts. US-biopsy images were referenced in identifying ALNMs on CT, with contralateral nodes taken as negative controls. Positive and negative nodes were assessed for conventional features of lymphadenopathy as well as for 107 radiomic features extracted following 3D segmentation. Diagnostic performance of individual and combined radiomic features was evaluated. RESULTS: The strongest conventional imaging feature of ALNMs was short axis diameter ≥10 mm with a sensitivity of 64%, specificity of 95%, and area under the curve (AUC) of 0.89 (95% CI, 0.84-0.94). Several radiomic features outperformed conventional features, most notably energy, a measure of voxel density magnitude. This feature demonstrated a sensitivity, specificity, and AUC of 91%, 79%, and 0.94 (95% CI, 0.91-0.98) for the discovery cohort. On the testing cohort, energy scored 92%, 81%, and 0.94 (95% CI, 0.89-0.99) for sensitivity, specificity, and AUC, respectively. Combining radiomic features did not improve AUC compared to energy alone (P = .08). CONCLUSION: 3D radiomic analysis represents a promising approach for noninvasive and accurate detection of ALNMs.

2.
Cancer Cell ; 30(6): 891-908, 2016 Dec 12.
Artículo en Inglés | MEDLINE | ID: mdl-27960086

RESUMEN

We recently reported that atypical teratoid rhabdoid tumors (ATRTs) comprise at least two transcriptional subtypes with different clinical outcomes; however, the mechanisms underlying therapeutic heterogeneity remained unclear. In this study, we analyzed 191 primary ATRTs and 10 ATRT cell lines to define the genomic and epigenomic landscape of ATRTs and identify subgroup-specific therapeutic targets. We found ATRTs segregated into three epigenetic subgroups with distinct genomic profiles, SMARCB1 genotypes, and chromatin landscape that correlated with differential cellular responses to a panel of signaling and epigenetic inhibitors. Significantly, we discovered that differential methylation of a PDGFRB-associated enhancer confers specific sensitivity of group 2 ATRT cells to dasatinib and nilotinib, and suggest that these are promising therapies for this highly lethal ATRT subtype.


Asunto(s)
Neoplasias del Sistema Nervioso Central/genética , Cromatina/genética , Epigenómica/métodos , Receptor beta de Factor de Crecimiento Derivado de Plaquetas/genética , Tumor Rabdoide/genética , Proteína SMARCB1/genética , Teratoma/genética , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Neoplasias del Sistema Nervioso Central/tratamiento farmacológico , Metilación de ADN , Dasatinib/farmacología , Dasatinib/uso terapéutico , Epigénesis Genética/efectos de los fármacos , Humanos , Mutación , Inhibidores de Proteínas Quinasas/farmacología , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirimidinas/farmacología , Pirimidinas/uso terapéutico , Receptor beta de Factor de Crecimiento Derivado de Plaquetas/antagonistas & inhibidores , Tumor Rabdoide/tratamiento farmacológico , Teratoma/tratamiento farmacológico
3.
J Clin Imaging Sci ; 5: 48, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26430541

RESUMEN

Blunt and penetrating cardiovascular (CV) injuries are associated with a high morbidity and mortality. Rapid detection of these injuries in trauma is critical for patient survival. The advent of multi-detector computed tomography (MDCT) has led to increased detection of CV injuries during rapid comprehensive scanning of stabilized major trauma patients. MDCT has the ability to acquire images with a higher temporal and spatial resolution, as well as the capability to create multiplanar reformats. This pictorial review illustrates several common and life-threatening traumatic CV injuries from a regional trauma center.

4.
Clin Cancer Res ; 21(16): 3750-8, 2015 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-25957288

RESUMEN

PURPOSE: Myxopapillary ependymoma (MPE) is a distinct histologic variant of ependymoma arising commonly in the spinal cord. Despite an overall favorable prognosis, distant metastases, subarachnoid dissemination, and late recurrences have been reported. Currently, the only effective treatment for MPE is gross-total resection. We characterized the genomic and transcriptional landscape of spinal ependymomas in an effort to delineate the genetic basis of this disease and identify new leads for therapy. EXPERIMENTAL DESIGN: Gene expression profiling was performed on 35 spinal ependymomas, and copy number profiling was done on an overlapping cohort of 46 spinal ependymomas. Functional validation experiments were performed on tumor lysates consisting of assays measuring pyruvate kinase M activity (PKM), hexokinase activity (HK), and lactate production. RESULTS: At a gene expression level, we demonstrate that spinal grade II and MPE are molecularly and biologically distinct. These are supported by specific copy number alterations occurring in each histologic variant. Pathway analysis revealed that MPE are characterized by increased cellular metabolism, associated with upregulation of HIF1α. These findings were validated by Western blot analysis demonstrating increased protein expression of HIF1α, HK2, PDK1, and phosphorylation of PDHE1A. Functional assays were performed on MPE lysates, which demonstrated decreased PKM activity, increased HK activity, and elevated lactate production. CONCLUSIONS: Our findings suggest that MPE may be driven by a Warburg metabolic phenotype. The key enzymes promoting the Warburg phenotype: HK2, PKM2, and PDK are targetable by small-molecule inhibitors/activators, and should be considered for evaluation in future clinical trials for MPE.


Asunto(s)
Variaciones en el Número de Copia de ADN/genética , Ependimoma/genética , Neoplasias de la Columna Vertebral/genética , Transcriptoma/genética , Adulto , Anciano , Ependimoma/patología , Femenino , Regulación Neoplásica de la Expresión Génica , Hexoquinasa/biosíntesis , Hexoquinasa/genética , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/biosíntesis , Subunidad alfa del Factor 1 Inducible por Hipoxia/genética , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Proteínas Serina-Treonina Quinasas/biosíntesis , Proteínas Serina-Treonina Quinasas/genética , Piruvato Deshidrogenasa Quinasa Acetil-Transferidora , Médula Espinal/patología , Neoplasias de la Columna Vertebral/patología
5.
Acta Neuropathol ; 128(6): 853-62, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25315281

RESUMEN

Although telomeres are maintained in most cancers by telomerase activation, a subset of tumors utilize alternative lengthening of telomeres (ALT) to sustain self-renewal capacity. In order to study the prevalence and significance of ALT in childhood brain tumors we screened 517 pediatric brain tumors using the novel C-circle assay. We examined the association of ALT with alterations in genes found to segregate with specific histological phenotypes and with clinical outcome. ALT was detected almost exclusively in malignant tumors (p = 0.001). ALT was highly enriched in primitive neuroectodermal tumors (12 %), choroid plexus carcinomas (23 %) and high-grade gliomas (22 %). Furthermore, in contrast to adult gliomas, pediatric low grade gliomas which progressed to high-grade tumors did not exhibit the ALT phenotype. Somatic but not germline TP53 mutations were highly associated with ALT (p = 1.01 × 10(-8)). Of the other alterations examined, only ATRX point mutations and reduced expression were associated with the ALT phenotype (p = 0.0005). Interestingly, ALT attenuated the poor outcome conferred by TP53 mutations in specific pediatric brain tumors. Due to very poor prognosis, one year overall survival was quantified in malignant gliomas, while in children with choroid plexus carcinoma, five year overall survival was investigated. For children with TP53 mutant malignant gliomas, one year overall survival was 63 ± 12 and 23 ± 10 % for ALT positive and negative tumors, respectively (p = 0.03), while for children with TP53 mutant choroid plexus carcinomas, 5 years overall survival was 67 ± 19 and 27 ± 13 % for ALT positive and negative tumors, respectively (p = 0.07). These observations suggest that the presence of ALT is limited to a specific group of childhood brain cancers which harbor somatic TP53 mutations and may influence the outcome of these patients. Analysis of ALT may contribute to risk stratification and targeted therapies to improve outcome for these children.


Asunto(s)
Neoplasias Encefálicas/genética , Carcinoma/genética , Neoplasias del Plexo Coroideo/genética , Glioma/genética , Tumores Neuroectodérmicos Primitivos/genética , Telómero , Proteína p53 Supresora de Tumor/genética , Adolescente , Neoplasias Encefálicas/fisiopatología , Carcinoma/fisiopatología , Neoplasias del Plexo Coroideo/fisiopatología , Estudios de Cohortes , ADN Helicasas/genética , Glioma/fisiopatología , Humanos , Estimación de Kaplan-Meier , Mutación , Clasificación del Tumor , Tumores Neuroectodérmicos Primitivos/fisiopatología , Proteínas Nucleares/genética , Fenotipo , Pronóstico , Telómero/metabolismo , Proteína Nuclear Ligada al Cromosoma X
6.
Cancer Discov ; 4(10): 1198-213, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25100205

RESUMEN

UNLABELLED: Alkylating agents are a first-line therapy for the treatment of several aggressive cancers, including pediatric glioblastoma, a lethal tumor in children. Unfortunately, many tumors are resistant to this therapy. We sought to identify ways of sensitizing tumor cells to alkylating agents while leaving normal cells unharmed, increasing therapeutic response while minimizing toxicity. Using an siRNA screen targeting over 240 DNA damage response genes, we identified novel sensitizers to alkylating agents. In particular, the base excision repair (BER) pathway, including 3-methylpurine-DNA glycosylase (MPG), as well as ataxia telangiectasia mutated (ATM), were identified in our screen. Interestingly, we identified MPG as a direct novel substrate of ATM. ATM-mediated phosphorylation of MPG was required for enhanced MPG function. Importantly, combined inhibition or loss of MPG and ATM resulted in increased alkylating agent-induced cytotoxicity in vitro and prolonged survival in vivo. The discovery of the ATM-MPG axis will lead to improved treatment of alkylating agent-resistant tumors. SIGNIFICANCE: Inhibition of ATM and MPG-mediated BER cooperate to sensitize tumor cells to alkylating agents, impairing tumor growth in vitro and in vivo with no toxicity to normal cells, providing an ideal therapeutic window.


Asunto(s)
Antineoplásicos Alquilantes/farmacología , Proteínas de la Ataxia Telangiectasia Mutada/metabolismo , ADN Glicosilasas/metabolismo , Resistencia a Antineoplásicos , Factores de Edad , Animales , Línea Celular Tumoral , Análisis por Conglomerados , Variaciones en el Número de Copia de ADN , Reparación del ADN , Dacarbazina/análogos & derivados , Dacarbazina/farmacología , Modelos Animales de Enfermedad , Resistencia a Antineoplásicos/genética , Activación Enzimática , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Glioblastoma/tratamiento farmacológico , Glioblastoma/genética , Glioblastoma/metabolismo , Glioblastoma/mortalidad , Glioblastoma/patología , Humanos , Modelos Biológicos , Fosforilación , Interferencia de ARN , ARN Interferente Pequeño/genética , Temozolomida , Ensayos Antitumor por Modelo de Xenoinjerto
7.
Acta Neuropathol ; 128(6): 863-77, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25120190

RESUMEN

Pediatric ependymomas are highly recurrent tumors resistant to conventional chemotherapy. Telomerase, a ribonucleoprotein critical in permitting limitless replication, has been found to be critically important for the maintenance of tumor-initiating cells (TICs). These TICs are chemoresistant, repopulate the tumor from which they are identified, and are drivers of recurrence in numerous cancers. In this study, telomerase enzymatic activity was directly measured and inhibited to assess the therapeutic potential of targeting telomerase. Telomerase repeat amplification protocol (TRAP) (n = 36) and C-circle assay/telomere FISH/ATRX staining (n = 76) were performed on primary ependymomas to determine the prevalence and prognostic potential of telomerase activity or alternative lengthening of telomeres (ALT) as telomere maintenance mechanisms, respectively. Imetelstat, a phase 2 telomerase inhibitor, was used to elucidate the effect of telomerase inhibition on proliferation and tumorigenicity in established cell lines (BXD-1425EPN, R254), a primary TIC line (E520) and xenograft models of pediatric ependymoma. Over 60 % of pediatric ependymomas were found to rely on telomerase activity to maintain telomeres, while no ependymomas showed evidence of ALT. Children with telomerase-active tumors had reduced 5-year progression-free survival (29 ± 11 vs 64 ± 18 %; p = 0.03) and overall survival (58 ± 12 vs 83 ± 15 %; p = 0.05) rates compared to those with tumors lacking telomerase activity. Imetelstat inhibited proliferation and self-renewal by shortening telomeres and inducing senescence in vitro. In vivo, Imetelstat significantly reduced subcutaneous xenograft growth by 40 % (p = 0.03) and completely abolished the tumorigenicity of pediatric ependymoma TICs in an orthotopic xenograft model. Telomerase inhibition represents a promising therapeutic approach for telomerase-active pediatric ependymomas found to characterize high-risk ependymomas.


Asunto(s)
Neoplasias Encefálicas/tratamiento farmacológico , Inhibidores Enzimáticos/farmacología , Ependimoma/tratamiento farmacológico , Indoles/farmacología , Células Madre Neoplásicas/efectos de los fármacos , Niacinamida/análogos & derivados , Telomerasa/antagonistas & inhibidores , Animales , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/enzimología , Carcinogénesis/efectos de los fármacos , Carcinogénesis/metabolismo , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Proliferación Celular/fisiología , Preescolar , Estudios de Cohortes , Supervivencia sin Enfermedad , Ependimoma/diagnóstico , Ependimoma/enzimología , Femenino , Humanos , Ratones , Recurrencia Local de Neoplasia/diagnóstico , Recurrencia Local de Neoplasia/enzimología , Trasplante de Neoplasias , Células Madre Neoplásicas/enzimología , Niacinamida/farmacología , Oligonucleótidos , Telomerasa/metabolismo , Telómero/efectos de los fármacos , Telómero/metabolismo
8.
Acta Neuropathol ; 128(2): 291-303, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24839957

RESUMEN

Amplification of the C19MC oncogenic miRNA cluster and high LIN28 expression has been linked to a distinctly aggressive group of cerebral CNS-PNETs (group 1 CNS-PNETs) arising in young children. In this study, we sought to evaluate the diagnostic specificity of C19MC and LIN28, and the clinical and biological spectra of C19MC amplified and/or LIN28+ CNS-PNETs. We interrogated 450 pediatric brain tumors using FISH and IHC analyses and demonstrate that C19MC alteration is restricted to a sub-group of CNS-PNETs with high LIN28 expression; however, LIN28 immunopositivity was not exclusive to CNS-PNETs but was also detected in a proportion of other malignant pediatric brain tumors including rhabdoid brain tumors and malignant gliomas. C19MC amplified/LIN28+ group 1 CNS-PNETs arose predominantly in children <4 years old; a majority arose in the cerebrum but 24 % (13/54) of tumors had extra-cerebral origins. Notably, group 1 CNS-PNETs encompassed several histologic classes including embryonal tumor with abundant neuropil and true rosettes (ETANTR), medulloepithelioma, ependymoblastoma and CNS-PNETs with variable differentiation. Strikingly, gene expression and methylation profiling analyses revealed a common molecular signature enriched for primitive neural features, high LIN28/LIN28B and DNMT3B expression for all group 1 CNS-PNETs regardless of location or tumor histology. Our collective findings suggest that current known histologic categories of CNS-PNETs which include ETANTRs, medulloepitheliomas, ependymoblastomas in various CNS locations, comprise a common molecular and diagnostic entity and identify inhibitors of the LIN28/let7/PI3K/mTOR axis and DNMT3B as promising therapeutics for this distinct histogenetic entity.


Asunto(s)
Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , MicroARNs/genética , Tumores Neuroectodérmicos Primitivos/genética , Tumores Neuroectodérmicos Primitivos/metabolismo , Proteínas de Unión al ARN/metabolismo , Adolescente , Edad de Inicio , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/terapia , Línea Celular Tumoral , Niño , Preescolar , ADN (Citosina-5-)-Metiltransferasas/metabolismo , Metilación de ADN , Diagnóstico Diferencial , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Lactante , Masculino , Familia de Multigenes , Tumores Neuroectodérmicos Primitivos/diagnóstico , Tumores Neuroectodérmicos Primitivos/terapia , ADN Metiltransferasa 3B
9.
Nat Genet ; 46(5): 451-6, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24705254

RESUMEN

Diffuse intrinsic pontine glioma (DIPG) is a fatal brain cancer that arises in the brainstem of children, with no effective treatment and near 100% fatality. The failure of most therapies can be attributed to the delicate location of these tumors and to the selection of therapies on the basis of assumptions that DIPGs are molecularly similar to adult disease. Recent studies have unraveled the unique genetic makeup of this brain cancer, with nearly 80% found to harbor a p.Lys27Met histone H3.3 or p.Lys27Met histone H3.1 alteration. However, DIPGs are still thought of as one disease, with limited understanding of the genetic drivers of these tumors. To understand what drives DIPGs, we integrated whole-genome sequencing with methylation, expression and copy number profiling, discovering that DIPGs comprise three molecularly distinct subgroups (H3-K27M, silent and MYCN) and uncovering a new recurrent activating mutation affecting the activin receptor gene ACVR1 in 20% of DIPGs. Mutations in ACVR1 were constitutively activating, leading to SMAD phosphorylation and increased expression of the downstream activin signaling targets ID1 and ID2. Our results highlight distinct molecular subgroups and novel therapeutic targets for this incurable pediatric cancer.


Asunto(s)
Receptores de Activinas Tipo I/genética , Neoplasias del Tronco Encefálico/genética , Regulación Neoplásica de la Expresión Génica/genética , Genoma Humano/genética , Glioma/genética , Animales , Neoplasias del Tronco Encefálico/clasificación , Niño , Variaciones en el Número de Copia de ADN , Metilación de ADN , Perfilación de la Expresión Génica , Glioma/clasificación , Humanos , Proteína 1 Inhibidora de la Diferenciación/metabolismo , Proteína 2 Inhibidora de la Diferenciación/metabolismo , Fosforilación , Análisis de Secuencia de ADN , Proteínas Smad/metabolismo , Pez Cebra
10.
Acta Neuropathol ; 126(6): 917-29, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24174164

RESUMEN

Telomerase reverse transcriptase (TERT) promoter mutations were recently shown to drive telomerase activity in various cancer types, including medulloblastoma. However, the clinical and biological implications of TERT mutations in medulloblastoma have not been described. Hence, we sought to describe these mutations and their impact in a subgroup-specific manner. We analyzed the TERT promoter by direct sequencing and genotyping in 466 medulloblastomas. The mutational distributions were determined according to subgroup affiliation, demographics, and clinical, prognostic, and molecular features. Integrated genomics approaches were used to identify specific somatic copy number alterations in TERT promoter-mutated and wild-type tumors. Overall, TERT promoter mutations were identified in 21 % of medulloblastomas. Strikingly, the highest frequencies of TERT mutations were observed in SHH (83 %; 55/66) and WNT (31 %; 4/13) medulloblastomas derived from adult patients. Group 3 and Group 4 harbored this alteration in <5 % of cases and showed no association with increased patient age. The prognostic implications of these mutations were highly subgroup-specific. TERT mutations identified a subset with good and poor prognosis in SHH and Group 4 tumors, respectively. Monosomy 6 was mostly restricted to WNT tumors without TERT mutations. Hallmark SHH focal copy number aberrations and chromosome 10q deletion were mutually exclusive with TERT mutations within SHH tumors. TERT promoter mutations are the most common recurrent somatic point mutation in medulloblastoma, and are very highly enriched in adult SHH and WNT tumors. TERT mutations define a subset of SHH medulloblastoma with distinct demographics, cytogenetics, and outcomes.


Asunto(s)
Neoplasias Encefálicas/genética , Meduloblastoma/genética , Mutación , Regiones Promotoras Genéticas , Telomerasa/genética , Adolescente , Adulto , Neoplasias Encefálicas/patología , Niño , Preescolar , Análisis Mutacional de ADN , Femenino , Perfilación de la Expresión Génica , Genotipo , Humanos , Lactante , Masculino , Meduloblastoma/patología , Persona de Mediana Edad , Pronóstico
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