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1.
Neurooncol Adv ; 5(1): vdad136, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38024240

RESUMEN

Background: The prognostic roles of clinical and laboratory markers have been exploited to model risk in patients with primary CNS lymphoma, but these approaches do not fully explain the observed variation in outcome. To date, neuroimaging or molecular information is not used. The aim of this study was to determine the utility of radiomic features to capture clinically relevant phenotypes, and to link those to molecular profiles for enhanced risk stratification. Methods: In this retrospective study, we investigated 133 patients across 9 sites in Austria (2005-2018) and an external validation site in South Korea (44 patients, 2013-2016). We used T1-weighted contrast-enhanced MRI and an L1-norm regularized Cox proportional hazard model to derive a radiomic risk score. We integrated radiomic features with DNA methylation profiles using machine learning-based prediction, and validated the most relevant biological associations in tissues and cell lines. Results: The radiomic risk score, consisting of 20 mostly textural features, was a strong and independent predictor of survival (multivariate hazard ratio = 6.56 [3.64-11.81]) that remained valid in the external validation cohort. Radiomic features captured gene regulatory differences such as in BCL6 binding activity, which was put forth as testable treatment target for a subset of patients. Conclusions: The radiomic risk score was a robust and complementary predictor of survival and reflected characteristics in underlying DNA methylation patterns. Leveraging imaging phenotypes to assess risk and inform epigenetic treatment targets provides a concept on which to advance prognostic modeling and precision therapy for this aggressive cancer.

2.
Cancers (Basel) ; 12(6)2020 Jun 16.
Artículo en Inglés | MEDLINE | ID: mdl-32560244

RESUMEN

Sex-specific differences have been increasingly recognized in many human diseases including brain cancer, namely glioblastoma. Primary CNS lymphoma (PCNSL) is an exceedingly rare type of brain cancer that tends to have a higher incidence and worse outcomes in male patients. Yet, relatively little is known about the reasons that contribute to these observed sex-specific differences. Using a population-representative cohort of patients with PCNSL with dense magnetic resonance (MR) imaging and digital pathology annotation (n = 74), we performed sex-specific cluster and survival analyses to explore possible associations. We found three prognostically relevant clusters for females and two for males, characterized by differences in (i) patient demographics, (ii) tumor-associated immune response, and (iii) MR imaging phenotypes. Upon a multivariable analysis, an enhanced FoxP3+ lymphocyte-driven immune response was associated with a shorter overall survival particularly in female patients (HR 1.65, p = 0.035), while an increased extent of contrast enhancement emerged as an adverse predictor of outcomes in male patients (HR 1.05, p < 0.01). In conclusion, we found divergent prognostic constellations between female and male patients with PCNSL that suggest differential roles of tumor-associated immune response and MR imaging phenotypes. Our results further underline the importance of continued sex-specific analyses in the field of brain cancer.

3.
Acta Oncol ; 58(7): 967-976, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-30994047

RESUMEN

Background: Primary CNS lymphoma is a highly aggressive and rare type of extranodal non-Hodgkin lymphoma. Although, new therapeutic approaches have led to improved survival, the management of the disease poses a challenge, practice patterns vary across institutions and countries, and remain ill-defined for vulnerable patient subgroups. Material and Methods: Using information from the Austrian Brain Tumor Registry we followed a population-based cohort of 189 patients newly diagnosed from 2005 to 2010 through various lines of treatment until death or last follow-up (12-31-2016). Prognostic factors and treatment-related data were integrated in a comprehensive survival analysis including conditional survival estimates. Results: We find variable patterns of first-line treatment with increasing use of rituximab and high-dose methotrexate (HDMTX)-based poly-chemotherapy after 2007, paralleled by an increase in median overall survival restricted to patients aged below 70 years. In the entire cohort, 5-year overall survival was 24.4% while 5-year conditional survival increased with every year postdiagnosis. Conclusion: In conclusion, we show that the use of poly-chemotherapy and immunotherapy has disseminated to community practice to a fair extent and survival has increased over time at least in younger patients. Annually increasing conditional survival rates provide clinicians with an adequate and encouraging prognostic measure.


Asunto(s)
Antineoplásicos Inmunológicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Encefálicas/tratamiento farmacológico , Linfoma no Hodgkin/tratamiento farmacológico , Adolescente , Adulto , Anciano , Austria/epidemiología , Neoplasias Encefálicas/mortalidad , Femenino , Estudios de Seguimiento , Humanos , Linfoma no Hodgkin/mortalidad , Masculino , Metotrexato/uso terapéutico , Persona de Mediana Edad , Pronóstico , Supervivencia sin Progresión , Sistema de Registros/estadística & datos numéricos , Rituximab/uso terapéutico , Análisis de Supervivencia , Adulto Joven
4.
Acta Cytol ; 60(2): 118-30, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27231232

RESUMEN

OBJECTIVE: To evaluate the diagnostic accuracy of a modified scrape cell block (SCB) technique in a large series of patients. The technique was especially developed and tested for fine-needle aspiration of thyroid and parathyroid nodules. STUDY DESIGN: Eighty-two ultrasound-guided fine-needle aspiration specimens with the sonographic aspect of a thyroid (n = 33) or a possible parathyroid nodule (n = 49) were studied. Immunohistochemistry (IHC) was used on cell blocks containing plasma, thromboplastin, and selected 3-dimensional cell aggregates scraped off Papanicolaou-stained smears. Antibodies for chromogranin A, thyroglobulin, parathyroid hormone, calcitonin, and carcinoembryonic antibody (CEA) were used. In cases of reduced immunosensitivity or suspected metastases or rare primary tumors, additional IHC markers were employed. RESULTS: Chromogranin A was expressed in all 28 parathyroid adenomas (PA), in 7 of 8 hyperplastic parathyroid glands, and in 13 of 14 medullary thyroid carcinomas (MTC). When combining positivity for chromogranin A and calcitonin/CEA, the specificity for the detection of MTC was 100%. Parathyroid hormone was expressed in 26 of 36 parathyroid nodules (72.2%). When combining follicular microarchitecture and expression of chromogranin A, the specificity for the detection of parathyroid tissue was 97%. CONCLUSION: With the modified SCB technique, accurate cytological diagnoses were obtained in 97.6% of 82 patients.


Asunto(s)
Glándulas Paratiroides/patología , Glándula Tiroides/patología , Nódulo Tiroideo/diagnóstico , Nódulo Tiroideo/patología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Biopsia con Aguja Fina/métodos , Calcitonina/metabolismo , Carcinoma Medular/diagnóstico , Carcinoma Medular/metabolismo , Carcinoma Medular/patología , Carcinoma Neuroendocrino/diagnóstico , Carcinoma Neuroendocrino/metabolismo , Carcinoma Neuroendocrino/patología , Niño , Cromogranina A/metabolismo , Femenino , Humanos , Inmunohistoquímica/métodos , Masculino , Persona de Mediana Edad , Glándulas Paratiroides/metabolismo , Hormona Paratiroidea/metabolismo , Tiroglobulina/metabolismo , Glándula Tiroides/metabolismo , Neoplasias de la Tiroides/diagnóstico , Neoplasias de la Tiroides/metabolismo , Neoplasias de la Tiroides/patología , Nódulo Tiroideo/metabolismo , Adulto Joven
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