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1.
Int J Cancer ; 150(1): 100-111, 2022 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-34449877

RESUMEN

Ipilimumab was the first treatment that improved survival in advanced melanoma. Efficacy and toxicity in a real-world setting may differ from clinical trials, due to more liberal eligibility criteria and less intensive monitoring. Moreover, high costs and lack of biomarkers have raised cost-benefit concerns about ipilimumab in national healthcare systems and limited its use. Here, we report the prospective, interventional study, Ipi4 (NCT02068196), which aimed to investigate the toxicity and efficacy of ipilimumab in a real-world population with advanced melanoma. This national, multicentre, phase IV trial included 151 patients. Patients received ipilimumab 3 mg/kg intravenously and were followed for at least 5 years or until death. Treatment interruption or cessation occurred in 38%, most frequently due to disease progression (19%). Treatment-associated grade 3 to 4 toxicity was observed in 28% of patients, and immune-related toxicity in 56%. The overall response rate was 9%. Median overall survival was 12.1 months (95% CI: 8.3-15.9); and progression-free survival 2.7 months (95% CI: 2.6-2.8). After 5 years, 20% of patients were alive. In a landmark analysis from 6 months, improved survival was associated with objective response (HR 0.16, P = .001) and stable disease (HR 0.49, P = .005) compared to progressive disease. Poor performance status, elevated lactate dehydrogenase and C-reactive protein were identified as biomarkers. This prospective trial represents the longest reported follow-up of a real-world melanoma population treated with ipilimumab. Results indicate safety and efficacy comparable to phase III trials and suggest that the use of ipilimumab can be based on current cost-benefit estimates.


Asunto(s)
Antineoplásicos Inmunológicos/uso terapéutico , Ipilimumab/uso terapéutico , Melanoma/tratamiento farmacológico , Neoplasias Cutáneas/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Estudios de Seguimiento , Humanos , Masculino , Melanoma/patología , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Neoplasias Cutáneas/secundario , Tasa de Supervivencia
2.
Exp Cell Res ; 371(1): 92-103, 2018 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-30059664

RESUMEN

Chronic hepatitis B (CHB) infection increases the risk of developing severe liver disease including cirrhosis and hepatocellular carcinoma (HCC). As microRNAs may modulate host - virus interactions, we here investigated if hepatitis B virus (HBV) infection modulate microRNA expression using an in vitro HepG2 cell model system with inducible HBV replication. We found that HBV replication was associated with upregulation of miR-192-5p, miR-194-5p and miR-215-5p, of which miR-192-5p and miR-215-5p have identical seed sequences. Bioinformatics analyses revealed a significant enrichment of potential target genes involved in apoptosis signaling of all three microRNAs. In line with this, transfection with a mimic of miR-192-5p suppressed the protein level of pro-apoptotic BIM and reduced endoplasmic reticulum (ER) stress-induced apoptosis in HepG2 cells. In contrast, transfection with a mimic of miR-194-5p downregulated the anti-apoptotic proteins SODD and cFLIP, and sensitized HepG2 cells to both ER stress- and cytokine-induced apoptosis. In conclusion, our study suggests that HBV upregulates the expression of miR-192-5p and miR-194-5p in the host cell. These microRNAs target important apoptosis-regulatory proteins, and may thus contribute to the development of HBV-related liver disease.


Asunto(s)
Proteína 11 Similar a Bcl2/genética , Virus de la Hepatitis B/genética , Interacciones Huésped-Patógeno/genética , MicroARNs/genética , Proteínas Adaptadoras Transductoras de Señales/genética , Proteínas Adaptadoras Transductoras de Señales/metabolismo , Apoptosis/genética , Proteína 11 Similar a Bcl2/metabolismo , Proteína Reguladora de Apoptosis Similar a CASP8 y FADD/genética , Proteína Reguladora de Apoptosis Similar a CASP8 y FADD/metabolismo , Biología Computacional/métodos , Estrés del Retículo Endoplásmico/genética , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Células Hep G2 , Virus de la Hepatitis B/crecimiento & desarrollo , Virus de la Hepatitis B/metabolismo , Humanos , MicroARNs/antagonistas & inhibidores , MicroARNs/metabolismo , Oligorribonucleótidos/genética , Oligorribonucleótidos/metabolismo , Transducción de Señal , Replicación Viral
3.
Exp Cell Res ; 370(2): 399-408, 2018 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-29981339

RESUMEN

Hepatitis B virus (HBV) infection is a major global health burden as chronic hepatitis B (CHB) is associated with the development of liver diseases including hepatocellular carcinoma (HCC). To gain insight into the mechanisms causing HBV-related HCC, we investigated the effects of HBV replication on global host cell gene expression using human HepG2 liver cells. By microarray analysis, we identified 54 differentially expressed genes in HBV-replicating HepG2 cells. One of the differentially-expressed genes was insulin-like growth factor binding protein 1 (IGFBP1) which was downregulated in HBV-replicating cells. Consistent with the gene expression data, IGFBP1 was suppressed at both the cellular and secreted protein levels in the presence of HBV replication. Transient transfection experiments with an inducible plasmid encoding the HBV X protein (HBx) revealed that HBx alone was sufficient to modulate IGFBP1 expression. Small interference RNA (siRNA)-mediated loss of function studies revealed that knockdown of IGFBP1 reduced apoptosis induced by either thapsigargin (TG) or staurosporine (STS). Treatment of cells with recombinant insulin-like growth factor 1 (IGF-1) decreased both TG- or STS-induced apoptosis. Interestingly, addition of recombinant IGFBP1 reversed the anti-apoptotic effect of IGF-1 on TG-induced, but not STS-induced, apoptosis. In conclusion, our results suggest an anti-apoptotic autocrine function of HBV-mediated downregulation of IGFBP1 in HepG2 cells. Such an effect may contribute to the development of HBV-mediated HCC by increasing pro-survival and anti-apoptotic IGF-1 effects.


Asunto(s)
Apoptosis/fisiología , Carcinoma Hepatocelular/virología , Células Hep G2/virología , Virus de la Hepatitis B/patogenicidad , Proteína 1 de Unión a Factor de Crecimiento Similar a la Insulina/metabolismo , Carcinoma Hepatocelular/patología , Línea Celular Tumoral , Proliferación Celular/fisiología , Regulación hacia Abajo , Hepatitis B/virología , Humanos , Factor I del Crecimiento Similar a la Insulina/metabolismo , Neoplasias Hepáticas/metabolismo , Neoplasias Hepáticas/patología , Transactivadores/metabolismo , Proteínas Reguladoras y Accesorias Virales
4.
J Am Acad Dermatol ; 79(1): 118-125.e1, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29580861

RESUMEN

BACKGROUND: Errors in Breslow thickness reporting can give misclassification of T category, an important classifier in melanoma staging. OBJECTIVE: We sought to investigate precision (number of digits) and terminal digit clustering in Breslow thickness and potential consequences for T category. METHODS: All first primary and morphologically verified invasive melanomas in Norway between 2008 and 2015 were included. A smoothing model was fitted to estimate the underlying Breslow thickness distribution without digit clustering. RESULTS: Thickness was reported for 13,057 (97.5%) patients; the median was 1.0 mm (range, 0.09-85). It was reported as whole numbers (15.6%), to 1 decimal (78.2%) and 2 decimal places (6.2%)-thin tumors with more precision than thick tumors. Terminal digit clustering was found with marked peaks in the observed frequency distribution for terminal digits 0 and 5, and with drops around these peaks. Terminal digit clustering increased proportions of patients classified with T1 and T4 tumors and decreased proportions classified with T2 and T3. LIMITATIONS: Breslow thickness was not reported in 2.5% of cases. CONCLUSIONS: The Norwegian recommendation of measurement to the nearest 0.1 mm was not followed. Terminal digit clustering was marked, with consequences for T category. Pathologists, clinicians, and epidemiologists should know that clustering of thickness data around T category cut points can impact melanoma staging with consequent effect on patient management and prognosis.


Asunto(s)
Melanoma/epidemiología , Melanoma/patología , Estadificación de Neoplasias/métodos , Sistema de Registros , Neoplasias Cutáneas/patología , Adulto , Anciano , Biopsia con Aguja , Análisis por Conglomerados , Estudios de Cohortes , Femenino , Humanos , Inmunohistoquímica , Incidencia , Masculino , Melanoma/clasificación , Persona de Mediana Edad , Invasividad Neoplásica/patología , Noruega/epidemiología , Vigilancia de la Población , Estudios Retrospectivos , Medición de Riesgo , Neoplasias Cutáneas/clasificación , Neoplasias Cutáneas/epidemiología , Adulto Joven , Melanoma Cutáneo Maligno
5.
BMC Cancer ; 16: 372, 2016 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-27370683

RESUMEN

Every year 170,000 patients are diagnosed with brain metastases (BMs) in the United States. Traditionally, adjuvant whole brain radiotherapy (AWBRT) has been offered following local therapy with neurosurgery (NSx) and/or stereotactic radiosurgery (SRS) to BMs. The aim is to increase intracranial control, thereby decreasing symptoms from intracranial progression and a neurological death. There is a rapidly evolving change in the radiation treatment of BMs happening around the world. AWBRT is now being passed over in favour of repeat scanning at regular intervals and more local therapies as more BMs appear radiologically, BMs that may never become symptomatic. This change has happened after the American Society for Radiation Oncology (ASTRO) in Item 5 of its "Choosing Wisely 2014" list recommended: "Don't routinely add adjuvant whole brain radiation therapy to SRS for limited brain metastases". The guidelines are supposed to be based on the highest evidence to hand at the time. This article debates that the randomised controlled trials (RCTs) published prior to this recommendation consistently showed AWBRT significantly increases intracranial control, and avoids a neurological death, what it is meant to do. It also points out that, despite the enormity of the problem, only 774 patients in total had been randomised over more than three decades. These trials were heterogeneous in many respects. This data can, at best, be regarded as preliminary. In particular, there are no single histology AWBRT trials yet completed. A phase two trial investigating hippocampal avoiding AWBRT (HAWBRT) showed significantly less NCF decline compared to historical controls. We now need more randomised data to confirm the benefit of adjuvant HAWBRT. However, the ASTRO Guideline has particularly impacted accrual to trials investigating this, especially the international ANZMTG 01.07 WBRTMel trial. This is an RCT investigating AWBRT following local treatment in patients with one to three BMs from melanoma. WBRTMel has accrued 196 of a required 220 to date but accrual has slowed. HAWBRT may now never be tested in a randomised setting. Encouraging more data in AWBRT is the wiser choice.


Asunto(s)
Neoplasias Encefálicas/radioterapia , Radioterapia Adyuvante/métodos , Neoplasias Encefálicas/secundario , Femenino , Humanos , Masculino , Guías de Práctica Clínica como Asunto , Radiocirugia/métodos , Ensayos Clínicos Controlados Aleatorios como Asunto , Sociedades Médicas/organización & administración , Resultado del Tratamiento
6.
Mol Ther Oncol ; 32(2): 200783, 2024 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-38595983

RESUMEN

Oncolytic adenoviruses (Ads) stand out as a promising strategy for the targeted infection and lysis of tumor cells, with well-established clinical utility across various malignancies. This study delves into the therapeutic potential of oncolytic Ads in the context of neurofibromatosis type 1 (NF1)-associated malignant peripheral nerve sheath tumors (MPNSTs). Specifically, we evaluate conditionally replicative adenoviruses (CRAds) driven by the cyclooxygenase 2 (COX2) promoter, as selective agents against MPNSTs, demonstrating their preferential targeting of MPNST cells compared with non-malignant Schwann cell control. COX2-driven CRAds, particularly those with modified fiber-knobs exhibit superior binding affinity toward MPNST cells and demonstrate efficient and preferential replication and lysis of MPNST cells, with minimal impact on non-malignant control cells. In vivo experiments involving intratumoral CRAd injections in immunocompromised mice with human MPNST xenografts significantly extend survival and reduce tumor growth rate compared with controls. Moreover, in immunocompetent mouse models with MPNST-like allografts, CRAd injections induce a robust infiltration of CD8+ T cells into the tumor microenvironment (TME), indicating the potential to promote a pro-inflammatory response. These findings underscore oncolytic Ads as promising, selective, and minimally toxic agents for MPNST therapy, warranting further exploration.

7.
Tidsskr Nor Laegeforen ; 133(20): 2154-9, 2013 Oct 29.
Artículo en Inglés, Noruego | MEDLINE | ID: mdl-24172628

RESUMEN

BACKGROUND: The incidence of malignant melanoma in Norway is among the highest in the world and rising, with approximately 1 500 persons receiving the diagnosis annually. Correct surgical primary treatment cures 80-90%, while 10-20% experience relapses. The treatment of a metastatic malignant melanoma has changed considerably in the last 1-2 years as a result of clinical experience with new drugs. The current publication provides an updated overview of the treatment of malignant melanoma in Norway. METHOD: The article is based on a search in PubMed and on the authors' own research and clinical experience. RESULTS: After several decades with almost no change in the treatment of malignant melanoma, we have seen a positive development over the past couple of years. New treatment methods for malignant melanoma with distant spreading metastases have yielded favourable results in selected patients and are currently established in cancer departments in Norway. INTERPRETATION: Rapid and correct primary treatment is curing most patients with malignant melanoma. New drugs offer hope for selected patient groups with metastatic disease. Several new types of targeted treatment are being tested in clinical studies in Norway and elsewhere in the world.


Asunto(s)
Melanoma , Neoplasias Cutáneas , Humanos , Melanoma/diagnóstico , Melanoma/epidemiología , Melanoma/patología , Melanoma/terapia , Metástasis de la Neoplasia , Noruega/epidemiología , Neoplasias Cutáneas/diagnóstico , Neoplasias Cutáneas/epidemiología , Neoplasias Cutáneas/patología , Neoplasias Cutáneas/terapia
8.
Viruses ; 15(7)2023 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-37515182

RESUMEN

There have been numerous advances in gene therapy and oncolytic virotherapy in recent years, especially with respect to cutting-edge animal models to test these novel therapeutics. With all of these advances, it is important to understand the biosafety risks of testing these vectors in animals. We performed adenovirus-based viral shedding studies in murine models to ascertain when it is appropriate to downgrade the animals from Biosafety Level (BSL) 2 to BSL 1 for experimental handling and transport. We utilized intravenous injections of a replication-competent adenovirus and analyzed viral shedding via the collection of buccal and dermal swabs from each animal, in addition to obtaining urine and stool samples. The adenovirus hexon copy number was determined by qPCR, and plaque formation was analyzed to assess the biologic activity of viral particles. Our results demonstrate that after 72 h following viral inoculation, there is no significant quantity of biologically active virus shedding from the animals. This observation suggests that on day 4 following adenovirus injection, mice can be safely downgraded to BSL 1 for the remainder of the experiment with no concern for hazardous exposure to laboratory personnel.


Asunto(s)
Viroterapia Oncolítica , Virus Oncolíticos , Ratones , Animales , Adenoviridae/genética , Esparcimiento de Virus , Inyecciones Intravenosas , Contención de Riesgos Biológicos , Vectores Genéticos , Viroterapia Oncolítica/métodos , Virus Oncolíticos/genética
9.
Clin Transl Radiat Oncol ; 41: 100597, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37441544

RESUMEN

Purpose: Brain metastases are common in patients with advanced melanoma. This study describes 12-month quality of life (QoL) trajectories following local management of 1-3 melanoma brain metastases. Methods: This study assessed QoL data collected during a multi-center, prospective, open-label, phase III randomized controlled trial comparing the efficacy of adjuvant whole brain radiotherapy (WBRT) with observation after local treatment of 1-3 melanoma brain metastases. Patients completed the European Organization for Research and Treatment of Cancer Quality of Life Core (QLQ-C30) and Brain Tumour (BN-20) questionnaires at baseline and every 2 months, for 12 months.Using growth mixture modelling, QoL trajectories were identified for global health status, QLQ-C30 and BN-20 subscales for patients with baseline and at least one follow-up assessment. Multivariable logistic regression was used to examine associations between trajectories, demographic, and clinical factors. Results: After combining QoL data from observation and WBRT arms, QLQ-C30 and BN-20 trajectories were calculated for 139 and 137 patients respectively. Depending on the QoL domain, 9-54 % of patients reported a deterioration in QoL. Older age (≥65 years) was significantly associated with deterioration in global health status (OR = 2.88, 95 %CI = 1.27-6.54), physical (OR = 3.49, 95 %CI = 1.29-9.41), role (OR = 4.15, 95 %CI = 1.77-9.71), social (OR = 4.42, 95 % CI = 1.57-12.46), cognitive (OR = 6.70, 95 % CI = 1.93-23.29) and motor functioning (OR = 4.95, 95 %CI = 1.95-12.61) and increased future uncertainty (OR = 0.20, 95 %CI = 0.07-0.53). Female sex (OR = 0.10, 95 %CI = 0.02-0.41), not having neurosurgery at baseline (OR = 0.09, 95 %CI = 0.02-0.52), 2-3 brain metastases (OR = 5.75, 95 %CI = 1.76-18.85) or receiving adjuvant WBRT (OR = 6.77, 95 %CI = 2.00-22.99) were associated with poorer physical, emotional, cognitive and social outcomes respectively. Conclusions: Poorer QoL outcomes in the first 12 months after diagnosis of melanoma brain metastases were observed in patients aged ≥ 65 years, females, having 2-3 brain metastases, non-surgical treatment of metastases or adjuvant WBRT.Clinical Trial Registration Number:Whole Brain Radiotherapy Trial (WBRTMel) was registered with the Australian Clinical Trials Registry (ACTRN12607000512426) and ClinicalTrials.gov (NCT01503827).Study Support:This project was funded by Cancer Australia PdCCRS (Grants No. 512358, 1009485, and 1084046) and the National Helath and Medical Research Coucil of Australia (NHMRC; Grant No. 1135285).ADT was supported by a Cancer Australia Priority-driven Collaborative Cancer Research Scheme. Project #1046923. RLM was supported by an NHMRC Fellowship #1194703 and a University of Sydney, Robinson Fellowship. JFT was supported by an NHMRC Program Grant #1093017.

10.
Front Neuroinform ; 16: 1056068, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36743439

RESUMEN

Introduction: Management of patients with brain metastases is often based on manual lesion detection and segmentation by an expert reader. This is a time- and labor-intensive process, and to that end, this work proposes an end-to-end deep learning segmentation network for a varying number of available MRI available sequences. Methods: We adapt and evaluate a 2.5D and a 3D convolution neural network trained and tested on a retrospective multinational study from two independent centers, in addition, nnU-Net was adapted as a comparative benchmark. Segmentation and detection performance was evaluated by: (1) the dice similarity coefficient, (2) a per-metastases and the average detection sensitivity, and (3) the number of false positives. Results: The 2.5D and 3D models achieved similar results, albeit the 2.5D model had better detection rate, whereas the 3D model had fewer false positive predictions, and nnU-Net had fewest false positives, but with the lowest detection rate. On MRI data from center 1, the 2.5D, 3D, and nnU-Net detected 79%, 71%, and 65% of all metastases; had an average per patient sensitivity of 0.88, 0.84, and 0.76; and had on average 6.2, 3.2, and 1.7 false positive predictions per patient, respectively. For center 2, the 2.5D, 3D, and nnU-Net detected 88%, 86%, and 78% of all metastases; had an average per patient sensitivity of 0.92, 0.91, and 0.85; and had on average 1.0, 0.4, and 0.1 false positive predictions per patient, respectively. Discussion/Conclusion: Our results show that deep learning can yield highly accurate segmentations of brain metastases with few false positives in multinational data, but the accuracy degrades for metastases with an area smaller than 0.4 cm2.

11.
Transl Oncol ; 14(2): 100997, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-33338875

RESUMEN

The PAX3-FOXO1 fusion gene functions as a transactivator and increases expression of many cancer-related genes. These lead to metastases and other unfavorable outcomes for alveolar rhabdomyosarcoma (ARMS) patients. In order to target ARMS with the PAX3-FOXO1 transactivator, we developed an Oncolytic Adenovirus (OAd) regulated by the myogenin (pMYOG) promoter with a mutation in the Myocyte Enhancer Factor-2 binding site (mMEF2) in this study. The expression of MYOG in the two RMS cell lines (Rh30; PAX3-FOXO1-positive, RD; PAX3-FOXO1-negative) is about 1,000 times higher than normal skeletal muscle cell (SkMC). Ad5/3-pMYOG(S)-mMEF2 (short-length pMYOG-controlled OAd with mMEF2) showed strong replication and cytocidal effect in Rh30, but to a much lesser extent in RD. Ad5/3-pMYOG(S) (pMYOG-controlled OAd with native pMYOG) showed similar effects in RD and Rh30. Neither virus killed SkMC, indicating that Ad5/3-pMYOG(S)-mMEF2 selectively replicates and kills cells with PAX3-FOXO1. Additionally, Ad5/3-pMYOG(S)-mMEF2 showed replication and spread in vitro as well as tumor growth suppression and intratumoral viral spread in vivo, selectively in Rh30 not in RD. Our findings revealed that Ad5/3-pMYOG(S)-mMEF2 shows a promise as a safe and potent therapy to improve treatment in PAX3-FOXO1-positive ARMSs.

12.
Med Phys ; 48(10): 6020-6035, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-34405896

RESUMEN

PURPOSE: Magnetic resonance (MR) imaging is an essential diagnostic tool in clinical medicine. Recently, a variety of deep-learning methods have been applied to segmentation tasks in medical images, with promising results for computer-aided diagnosis. For MR images, effectively integrating different pulse sequences is important to optimize performance. However, the best way to integrate different pulse sequences remains unclear. In addition, networks trained with a certain subset of pulse sequences as input are unable to perform when given a subset of those pulse sequences. In this study, we evaluate multiple architectural features and characterize their effects in the task of metastasis segmentation while creating a method to robustly train a network to be able to work given any strict subset of the pulse sequences available during training. METHODS: We use a 2.5D DeepLabv3 segmentation network to segment metastases lesions on brain MR's with four pulse sequence inputs. To study how we can best integrate MR pulse sequences for this task, we consider (1) different pulse sequence integration schemas, combining our features at early, middle, and late points within a deep network, (2) different modes of weight sharing for parallel network branches, and (3) a novel integration level dropout layer, which will allow the networks to be robust to performing inference on input with only a subset of pulse sequences available at the training. RESULTS: We find that levels of integration and modes of weight sharing that favor low variance work best in our regime of small amounts of training data (n = 100). By adding an input-level dropout layer, we could preserve the overall performance of these networks while allowing for inference on inputs with missing pulse sequences. We illustrate not only the generalizability of the network but also the utility of this robustness when applying the trained model to data from a different center, which does not use the same pulse sequences. Finally, we apply network visualization methods to better understand which input features are most important for network performance. CONCLUSIONS: Together, these results provide a framework for building networks with enhanced robustness to missing data while maintaining comparable performance in medical imaging applications.


Asunto(s)
Neoplasias Encefálicas , Aprendizaje Profundo , Neoplasias Encefálicas/diagnóstico por imagen , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Redes Neurales de la Computación
13.
NPJ Digit Med ; 4(1): 33, 2021 Feb 22.
Artículo en Inglés | MEDLINE | ID: mdl-33619361

RESUMEN

The purpose of this study was to assess the clinical value of a deep learning (DL) model for automatic detection and segmentation of brain metastases, in which a neural network is trained on four distinct MRI sequences using an input-level dropout layer, thus simulating the scenario of missing MRI sequences by training on the full set and all possible subsets of the input data. This retrospective, multicenter study, evaluated 165 patients with brain metastases. The proposed input-level dropout (ILD) model was trained on multisequence MRI from 100 patients and validated/tested on 10/55 patients, in which the test set was missing one of the four MRI sequences used for training. The segmentation results were compared with the performance of a state-of-the-art DeepLab V3 model. The MR sequences in the training set included pre-gadolinium and post-gadolinium (Gd) T1-weighted 3D fast spin echo, post-Gd T1-weighted inversion recovery (IR) prepped fast spoiled gradient echo, and 3D fluid attenuated inversion recovery (FLAIR), whereas the test set did not include the IR prepped image-series. The ground truth segmentations were established by experienced neuroradiologists. The results were evaluated using precision, recall, Intersection over union (IoU)-score and Dice score, and receiver operating characteristics (ROC) curve statistics, while the Wilcoxon rank sum test was used to compare the performance of the two neural networks. The area under the ROC curve (AUC), averaged across all test cases, was 0.989 ± 0.029 for the ILD-model and 0.989 ± 0.023 for the DeepLab V3 model (p = 0.62). The ILD-model showed a significantly higher Dice score (0.795 ± 0.104 vs. 0.774 ± 0.104, p = 0.017), and IoU-score (0.561 ± 0.225 vs. 0.492 ± 0.186, p < 0.001) compared to the DeepLab V3 model, and a significantly lower average false positive rate of 3.6/patient vs. 7.0/patient (p < 0.001) using a 10 mm3 lesion-size limit. The ILD-model, trained on all possible combinations of four MRI sequences, may facilitate accurate detection and segmentation of brain metastases on a multicenter basis, even when the test cohort is missing input MRI sequences.

14.
Mol Ther Oncolytics ; 20: 659-668, 2021 Mar 26.
Artículo en Inglés | MEDLINE | ID: mdl-33816784

RESUMEN

Encoding the sodium iodide symporter (NIS) by an adenovirus (Ad) is a promising strategy to facilitate non-invasive imaging and radiotherapy of pancreatic cancer. However, insufficient levels of NIS expression in tumor cells have limited its clinical translation. To optimize Ad-based radiotherapy and imaging, we investigated the effect of Ad death protein (ADP) deletion on NIS expression. We cloned two sets of oncolytic NIS-expressing Ads that differed only in the presence or absence of ADP. We found that ADP expression negatively affected NIS membrane localization and inhibited radiotracer uptake. ADP deletion significantly improved NIS-based imaging in pancreatic cancer models including patient-derived xenografts, where effective imaging was possible for up to 6 weeks after a single virus injection. This study demonstrates that improved oncolysis may hinder the therapeutic effect of oncolytic viruses designed to express NIS. In vivo studies in combination with 131I showed potential for effective radiotherapy. This also highlights the need for further investigation into optimal timing of 131I administration and suggests that repeated doses of 131I should be considered to improve efficacy in clinical trials. We conclude that ADP deletion is essential for effective NIS-based theranostics in cancer.

15.
Tidsskr Nor Laegeforen ; 130(1): 21-4, 2010 Jan 14.
Artículo en Noruego | MEDLINE | ID: mdl-20094118

RESUMEN

BACKGROUND: At the Norwegian Radium Hospital, most patients who were treated for metastases (localized to an extremity) from malignant melanoma in the period 1977-99 underwent intra-arterial chemotherapy combined with radiotherapy. We have evaluated the effects of this treatment, which has now been replaced by isolated limb perfusion (with melphalan and tumor necrosis factor). MATERIAL AND METHODS: Medical records were reviewed for patients with metastatic malignant melanoma (localized to an extremity) who had been treated at the Norwegian Radium Hospital with intra-arterial chemotherapy (5-[3,3 dimethyl-1-triazeno]-imidazole-4-carboxamide [DTIC]) in the period 1977-99. RESULTS: 36 patients had received such treatment; in 30 of these the induction treatment was combined with radiation of the tumour area.. 24 patients were in complete remission after treatment (12 of these had all the metastases surgically removed before treatment). Nine patients had a partial remission while three patients had progressive disease. Median observation time was 49 months. 15 of 31 patients had an observation time of more than five years, and seven of these patients were alive after ten years. Three patients with metastasis localized to the lower extremity died of other causes. In one case the intra-arterial catheterisation caused serious aortic damage. INTERPRETATION: It is possible to achieve long-term remission in patients with metastatic malignant melanoma localized to an extremity after intra-arterial chemotherapy combined with radiotherapy.


Asunto(s)
Melanoma/tratamiento farmacológico , Neoplasias Cutáneas/tratamiento farmacológico , Antineoplásicos Alquilantes/administración & dosificación , Antineoplásicos Alquilantes/efectos adversos , Antineoplásicos Alquilantes/uso terapéutico , Dacarbazina/administración & dosificación , Dacarbazina/efectos adversos , Dacarbazina/uso terapéutico , Femenino , Humanos , Infusiones Intraarteriales , Extremidad Inferior/patología , Masculino , Melanoma/radioterapia , Melanoma/secundario , Persona de Mediana Edad , Pronóstico , Radioterapia Adyuvante , Sistema de Registros , Inducción de Remisión , Estudios Retrospectivos , Neoplasias Cutáneas/radioterapia , Neoplasias Cutáneas/secundario , Tasa de Supervivencia , Resultado del Tratamiento , Extremidad Superior/patología
16.
Sci Rep ; 10(1): 17255, 2020 Oct 09.
Artículo en Inglés | MEDLINE | ID: mdl-33037318

RESUMEN

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

17.
Sci Rep ; 10(1): 1199, 2020 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-31988291

RESUMEN

ß-1,4-N-Acetyl-Galactosaminyltransferase 1 (B4GALNT1) encodes the key enzyme B4GALNT1 to generate gangliosides GM2/GD2. GM2/GD2 gangliosides are surface glycolipids mainly found on brain neurons as well as peripheral nerves and skin melanocytes and are reported to exacerbate the malignant potential of melanomas. In order to elucidate the mechanism, we performed functional analyses of B4GALNT1-overexpressing cells. We analyzed ganglioside pattern on four melanoma and two neuroblastoma cell lines by high performance liquid chromatography (HPLC). We overexpressed B4GALNT1 in GM2/GD2-negative human melanoma cell line (SH4) and confirmed production of GM2/GD2 by HPLC. They showed higher anchorage independence growth (AIG) in colony formation assay, and exhibited augmented motility. In vitro, cell proliferation was not affected by GM2/GD2 expression. In vivo, GM2/GD2-positive SH4 clones showed significantly higher tumorigenesis in NOD/Scid/IL2Rγ-null mice, and immunostaining of mouse CD31 revealed that GM2/GD2 induced remarkable angiogenesis. No differences were seen in melanoma stem cell and Epithelial-Mesenchymal Transition markers between GM2/GD2-positive and -negative SH4 cells. We therefore concluded that B4GALNT1, and consequently GM2/GD2, enhanced tumorigenesis via induction of angiogenesis, AIG, and cell motility. RNA-Seq suggested periostin as a potential key factor for angiogenesis and AIG. These findings may lead to development of novel therapy for refractory melanoma.


Asunto(s)
Carcinogénesis/metabolismo , Movimiento Celular/genética , Proliferación Celular/genética , Gangliósido G(M2)/metabolismo , Melanoma/metabolismo , N-Acetilgalactosaminiltransferasas/metabolismo , Neovascularización Patológica/metabolismo , Neoplasias Cutáneas/metabolismo , Animales , Línea Celular Tumoral , Femenino , Xenoinjertos , Humanos , Masculino , Melanoma/patología , Ratones , Ratones Endogámicos NOD , Ratones SCID , N-Acetilgalactosaminiltransferasas/genética , Neuroblastoma/metabolismo , Neuroblastoma/patología , RNA-Seq , Neoplasias Cutáneas/patología , Transfección , Carga Tumoral/genética
18.
PLoS One ; 15(1): e0227187, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31917795

RESUMEN

Receptor tyrosine kinase AXL is a one-pass transmembrane protein upregulated in cancers and associated with lower survival and therapy resistance. AXL can be cleaved by the A Disintegrin and Metalloproteinases (ADAM)10 and ADAM17, yielding a soluble version of the protein. Elevated soluble AXL (sAXL) has been reported to be associated with disease progression in hepatocellular carcinoma, renal cancer, neurofibromatosis type 1 and inflammatory diseases. In the present work, we analyzed sAXL levels in blood from melanoma patients and showed that sAXL increases with disease progression. Additionally, increased sAXL levels were found correlated with shorter two-year survival in stage IV patients treated with ipilimumab. Furthermore, we showed that sAXL levels were related to the percentage of cells expressing AXL in resected melanoma lymph node metastases. This finding was verified in vitro, where sAXL levels in the cell media corresponded to AXL expression in the cells. AXL inhibition using the small-molecular inhibitor BGB324 reduced sAXL levels, while the cellular expression was elevated through increased protein stability. Our findings signify that quantification of sAXL blood levels is a simple and easily assessable method to determine cellular AXL levels and should be further evaluated for its use as a biomarker of disease progression and treatment response.


Asunto(s)
Progresión de la Enfermedad , Melanoma/sangre , Melanoma/mortalidad , Proteínas Proto-Oncogénicas/sangre , Proteínas Tirosina Quinasas Receptoras/sangre , Neoplasias Cutáneas/sangre , Neoplasias Cutáneas/mortalidad , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos Inmunológicos/efectos adversos , Antineoplásicos Inmunológicos/uso terapéutico , Benzocicloheptenos/farmacología , Biomarcadores de Tumor/sangre , Línea Celular Tumoral , Femenino , Humanos , Ipilimumab/efectos adversos , Ipilimumab/uso terapéutico , Masculino , Melanoma/tratamiento farmacológico , Melanoma/patología , Persona de Mediana Edad , Estadificación de Neoplasias , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Proteínas Proto-Oncogénicas/química , Proteínas Tirosina Quinasas Receptoras/antagonistas & inhibidores , Proteínas Tirosina Quinasas Receptoras/química , Neoplasias Cutáneas/tratamiento farmacológico , Neoplasias Cutáneas/patología , Solubilidad , Tasa de Supervivencia , Triazoles/farmacología , Tirosina Quinasa del Receptor Axl
19.
Phys Med Biol ; 65(22): 225020, 2020 11 17.
Artículo en Inglés | MEDLINE | ID: mdl-33200748

RESUMEN

Dynamic susceptibility contrast (DSC) imaging is a widely used technique for assessment of cerebral blood volume (CBV). With combined gradient-echo and spin-echo DSC techniques, measures of the underlying vessel size and vessel architecture can be obtained from the vessel size index (VSI) and vortex area, respectively. However, how noise, and specifically the contrast-to-noise ratio (CNR), affect the estimations of these parameters has largely been overlooked. In order to address this issue, we have performed simulations to generate DSC signals with varying levels of CNR, defined by the peak of relaxation rate curve divided by the standard deviation of the baseline. Moreover, DSC data from 59 brain cancer patients were acquired at two different 3 T-scanners (N = 29 and N = 30, respectively), where CNR and relative parameter maps were obtained. Our simulations showed that the measured parameters were affected by CNR in different ways, where low CNR led to overestimations of CBV and underestimations of VSI and vortex area. In addition, a higher noise-sensitivity was found in vortex area than in CBV and VSI. Results from clinical data were consistent with simulations, and indicated that CNR < 4 gives highly unreliable measurements. Moreover, we have shown that the distribution of values in the tumour regions could change considerably when voxels with CNR below a given cut off are excluded when generating the relative parameter maps. The widespread use of CBV and attractive potential of VSI and vortex area, makes the noise-sensitivity of these parameters found in our study relevant for further use and development of the DSC imaging technique. Our results suggest that the CNR has considerable impact on the measured parameters, with the potential to affect the clinical interpretation of DSC-MRI, and should therefore be taken into account in the clinical decision-making process.


Asunto(s)
Vasos Sanguíneos/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Relación Señal-Ruido , Adulto , Neoplasias Encefálicas/irrigación sanguínea , Neoplasias Encefálicas/diagnóstico por imagen , Femenino , Humanos , Masculino , Persona de Mediana Edad
20.
Neurooncol Adv ; 2(1): vdaa028, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32642687

RESUMEN

BACKGROUND: MRI may provide insights into longitudinal responses in the diffusivity and vascular function of the irradiated normal-appearing brain following stereotactic radiosurgery (SRS) of brain metastases. METHODS: Forty patients with brain metastases from non-small cell lung cancer (N = 26) and malignant melanoma (N = 14) received SRS (15-25 Gy). Longitudinal MRI was performed pre-SRS and at 3, 6, 9, 12, and 18 months post-SRS. Measures of tissue diffusivity and vascularity were assessed by diffusion-weighted and perfusion MRI, respectively. All maps were normalized to white matter receiving less than 1 Gy. Longitudinal responses were assessed in normal-appearing brain, excluding tumor and edema, in the LowDose (1-10 Gy) and HighDose (>10 Gy) regions. The Eastern Cooperative Oncology Group (ECOG) performance status was recorded pre-SRS. RESULTS: Following SRS, the diffusivity in the LowDose region increased continuously for 1 year (105.1% ± 6.2%; P < .001), before reversing toward pre-SRS levels at 18 months. Transient reductions in microvascular cerebral blood volume (P < .05), blood flow (P < .05), and vessel densities (P < .05) were observed in LowDose at 6-9 months post-SRS. Correspondingly, vessel calibers in LowDose transiently increased at 3-9 months (P < .01). The responses in HighDose displayed similar trends as in LowDose, but with larger interpatient variations. Vascular responses followed pre-SRS ECOG status. CONCLUSIONS: Our results imply that even low doses of radiation to normal-appearing brain following cerebral SRS induce increased diffusivity and reduced vascular function for up until 18 months. In particular, the vascular responses indicate the reduced ability of the normal-appearing brain tissue to form new capillaries. Assessing the potential long-term neurologic effects of SRS on the normal-appearing brain is warranted.

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