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1.
J Orthop Res ; 35(5): 1137-1146, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-27324965

RESUMEN

Osteoblastoma is a benign bone tumor that can often be difficult to distinguish from malignant osteosarcoma. Because misdiagnosis can result in unfavorable clinical outcomes, we have investigated microRNAs as potential diagnostic biomarkers for distinguishing between these two tumor types. Next generation RNA sequencing was used as an expression screen to evaluate >2,000 microRNAs present in tissue derived from rare formalin fixed paraffin embedded (FFPE) archival tumor specimens. MicroRNAs displaying the greatest ability to discriminate between these two tumors were validated on an independent tumor set, using qPCR assays. Initial screening by RNA-seq identified four microRNA biomarker candidates. Expression of three miRNAs (miR-451a, miR-144-3p, miR-486-5p) was higher in osteoblastoma, while the miR-210 was elevated in osteosarcoma. Validation of these microRNAs on an independent data set of 22 tumor specimens by qPCR revealed that miR-210 is the most discriminating marker. This microRNA displays low levels of expression across all of the osteoblastoma specimens and robust expression in the majority of the osteosarcoma specimens. Application of these biomarkers to a clinical test case showed that these microRNA biomarkers permit re-classification of a misdiagnosed FFPE tumor sample from osteoblastoma to osteosarcoma. Our findings establish that the hypoxia-related miR-210 is a discriminatory marker that distinguishes between osteoblastoma and osteosarcoma. This discovery provides a complementary molecular approach to support pathological classification of two diagnostically challenging musculoskeletal tumors. Because miR-210 is linked to the cellular hypoxia response, its detection may be linked to well-established pro-angiogenic and metastatic roles of hypoxia in osteosarcomas and other tumor cell types. © 2016 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 35:1137-1146, 2017.


Asunto(s)
Neoplasias Óseas/diagnóstico , MicroARNs/análisis , Osteoblastoma/diagnóstico , Osteosarcoma/diagnóstico , Biomarcadores/análisis , Neoplasias Óseas/química , Diagnóstico Diferencial , Humanos , Osteoblastoma/química , Osteosarcoma/química , Reacción en Cadena de la Polimerasa , Análisis de Secuencia de ARN
2.
Brain Struct Funct ; 220(1): 27-36, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24013878

RESUMEN

Focal epilepsy has recently been associated with remote white matter damage, including reduced white matter volume. Longitudinal assessment of these white matter changes, in relation to functional mechanisms and consequences, may be ideally done by in vivo neuroimaging in well-controlled experimental animal models. We assessed whether advanced machine learning algorithm models could accurately detect volumetric changes in white matter from multiparametric MR images, longitudinally collected in a neocortical focal epilepsy rat model. We measured classification accuracy in two supervised segmentation models: i.e. the generalized linear model and the nonlinear random forest model-by comparing computed white matter probabilities with actual neuroanatomically identified white matter. We found excellent overall discriminatory power for both models. However, the random forest model demonstrated a superior goodness-of-fit calibration plot that was close to the ideal calibration line. Based on this model, we measured that total white matter volume increased in young adult control and epileptic rats over a period of 10 weeks, but the average white matter volume was significantly lower in the focal epilepsy group. Changes in gray matter volume were not significantly different between control and epileptic rats. Our results (1) indicate that recurrent spontaneous seizures have an adverse effect on global white matter growth and (2) show that individual whole brain white matter volume can be accurately determined using a combination of multiparametric MRI and supervised segmentation models, offering a powerful tool to assess white matter volume changes in preclinical studies of neurological disease.


Asunto(s)
Imagen de Difusión por Resonancia Magnética , Epilepsias Parciales/patología , Neocórtex/patología , Sustancia Blanca/patología , Animales , Modelos Animales de Enfermedad , Masculino , Ratas , Ratas Sprague-Dawley , Factores de Tiempo
3.
Cerebrovasc Dis ; 36(3): 167-72, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24135525

RESUMEN

BACKGROUND: The pathogenesis of delayed cerebral injury after aneurysmal subarachnoid hemorrhage (SAH) is largely unresolved. In particular, the progression and interplay of tissue and perfusion changes, which can significantly affect the outcome, remain unclear. Only a few studies have assessed pathophysiological developments between subacute and chronic time points after SAH, which may be ideally studied with noninvasive methods in standardized animal models. Therefore, our objective was to characterize the pattern and correlation of brain perfusion and lesion status with serial multiparametric magnetic resonance imaging (MRI) from subacute to chronical after experimental SAH in rats. METHODS: SAH was induced by endovascular puncture of the intracranial bifurcation of the right internal carotid artery in adult male Wistar rats (n = 30). Diffusion-, T2-, perfusion- and contrast-enhanced T1-weighted MRI were performed on a 4.7-tesla animal MR system to measure cytotoxic and vasogenic edema, hemodynamic parameters and blood-brain barrier permeability, respectively, at days 2 and 7 after SAH. The neurological status was repeatedly monitored with different behavioral tests between days -1 and 7 after SAH. Lesioned tissue - identified by edema-associated T2 prolongation - and unaffected tissue were outlined on multislice images and further characterized based on tissue and perfusion indices. Correlation analyses were performed to evaluate relationships between different MRI-based parameters and between MRI-based parameters and neurological scores. RESULTS: Similar to clinical SAH and previous studies in this experimental SAH model, mortality up to day 2 was high (43%). In surviving animals, neurological function was significantly impaired subacutely, and tissue damage (characterized by T2 prolongation and diffusion reduction) and blood-brain barrier leakage (characterized by contrast agent extravasation) were apparent in ipsilateral cortical and subcortical tissue as well as in contralateral cortical tissue. Notably, ipsilateral cortical areas revealed increased cerebral blood flow and volume. Animals that subsequently died between days 2 and 7 after SAH had markedly elevated ipsilateral perfusion levels at day 2. After a week, neurological function had improved in surviving animals, and brain edema was partially resolved, while blood-brain barrier permeability and hyperperfusion persisted. The degree of brain damage correlated significantly with the level of perfusion elevation (r = 0.78 and 0.85 at days 2 and 7, respectively; p < 0.05). Furthermore, chronic (day 7 after SAH) blood-brain barrier permeability and vasogenic edema formation were associated with subacute (day 2 after SAH) hyperperfusion (r = 0.53 and 0.66, respectively; p < 0.05). CONCLUSION: Our imaging findings indicate that SAH-induced brain injury at later stages is associated with progressive changes in tissue perfusion and that chronic hyperperfusion may contribute or point to delayed cerebral damage. Furthermore, multiparametric MRI may significantly aid in diagnosing the brain's status after SAH.


Asunto(s)
Barrera Hematoencefálica/fisiopatología , Encéfalo/patología , Hemorragia Subaracnoidea/patología , Animales , Barrera Hematoencefálica/patología , Encéfalo/irrigación sanguínea , Encéfalo/fisiopatología , Circulación Cerebrovascular/fisiología , Modelos Animales de Enfermedad , Progresión de la Enfermedad , Imagen por Resonancia Magnética/métodos , Masculino , Ratas , Ratas Wistar , Hemorragia Subaracnoidea/fisiopatología
4.
Neurocrit Care ; 18(1): 96-105, 2013 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-22434548

RESUMEN

INTRODUCTION: Aneurysmal subarachnoid hemorrhage (SAH) has a poor outcome, particularly attributed to progressive injury after the initial incident. Several studies suggest a critical role for inflammation in lesion progression after SAH. Our goal was to test whether treatment with anti-inflammatory interferon-ß, which has shown promise as a therapeutic agent in experimental ischaemic stroke, can protect the brain after SAH. METHODS: SAH was induced in adult male Wistar rats by puncturing the intracranial bifurcation of the right internal carotid artery. Treatment effects of daily interferon-ß (n = 16) or vehicle (n = 14) injections were serially evaluated with multiparametric MRI and behavioral tests from day 0 to 7, in compliance with recent recommendations for pre-clinical drug testing. Outcome measures included neurological status, brain lesion volume, blood-brain barrier (BBB) leakage, and levels of inflammatory markers. RESULTS: In animals that survived up to 7 days post-SAH, we found no significant differences between vehicle- and interferon-ß-treated animals with respect to final neurological score (14.3 ± 1.0 vs. 13.0 ± 2.2), brain lesion size on T(2)-weighted MR images (59 ± 83 vs. 124 ± 99 mm(3)), BBB leakage (0.26 ± 0.05 vs. 0.22 ± 0.08 contrast-induced relative MR signal change), upregulation of brain RNA for cytokines, chemokines and cell adhesion molecules, and increased neutrophil activation. CONCLUSIONS: In contrast to previously published findings in experimental ischemic stroke models, interferon-ß has no clear efficacy to protect the brain after SAH. In line with recent highlighting of the significance of negative findings, our data currently do not recommend clinical testing of interferon-ß to prevent neurological damage in SAH patients.


Asunto(s)
Encéfalo/patología , Factores Inmunológicos/uso terapéutico , Interferón beta/uso terapéutico , Hemorragia Subaracnoidea/tratamiento farmacológico , Animales , Conducta Animal/efectos de los fármacos , Barrera Hematoencefálica/efectos de los fármacos , Encéfalo/efectos de los fármacos , Modelos Animales de Enfermedad , Encefalitis/tratamiento farmacológico , Imagen por Resonancia Magnética , Masculino , Ratas , Ratas Wistar , Hemorragia Subaracnoidea/patología , Resultado del Tratamiento
5.
J Neurochem ; 123 Suppl 2: 65-74, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23050644

RESUMEN

Variable efficacies have been reported for glucocorticoid drugs as anti-inflammatory treatment after stroke. We applied an alternative drug delivery strategy, by injection of dexamethasone phosphate-containing liposomes in combination with recombinant tissue plasminogen activator (rtPA), in an experimental stroke model, and tested the hypothesis that this approach improves behavioral recovery and reduces lesion growth. Rats were subjected to right middle cerebral artery occlusion with a blood clot. After 2 h, animals were intravenously injected with rtPA plus empty long-circulating liposomes (LCL), free dexamethasone phosphate (DXP), or DXP-containing LCL (LCL-DXP). Neurological status was evaluated with different behavioral tests up to 7 days after stroke. Lesion development was assessed by magnetic resonance imaging of tissue and perfusion parameters from 0-2 h until 7 days after stroke. Expression of brain inflammatory markers was measured with RT-PCR at post-stroke day 7. Treatment with rtPA plus LCL-DXP resulted in significantly improved behavioral outcome as compared to treatment with rtPA plus empty LCL or free DXP. Acute and final brain lesion sizes were comparable between treatment groups; however a predictive algorithm revealed a significantly larger salvaged tissue area after treatment with LCL-DXP. We conclude that delivery of dexamethasone phosphate via LCL in combination with rtPA-induced thrombolysis can significantly improve outcome after stroke. Furthermore, magnetic resonance imaging-based predictive algorithms provide a sensitive means to measure treatment effects on lesion development.


Asunto(s)
Dexametasona/administración & dosificación , Fibrinolíticos/uso terapéutico , Enfermedades del Sistema Nervioso/tratamiento farmacológico , Enfermedades del Sistema Nervioso/etiología , Accidente Cerebrovascular/complicaciones , Activador de Tejido Plasminógeno/uso terapéutico , Análisis de Varianza , Animales , Peso Corporal/efectos de los fármacos , Encéfalo/efectos de los fármacos , Encéfalo/patología , Antígeno CD11b/genética , Antígeno CD11b/metabolismo , Citocinas/genética , Citocinas/metabolismo , Modelos Animales de Enfermedad , Progresión de la Enfermedad , Embolia/complicaciones , Lateralidad Funcional , Regulación de la Expresión Génica/efectos de los fármacos , Procesamiento de Imagen Asistido por Computador , Liposomas/uso terapéutico , Imagen por Resonancia Magnética , Masculino , Metaloproteinasa 2 de la Matriz/genética , Metaloproteinasa 2 de la Matriz/metabolismo , Óxido Nítrico Sintasa de Tipo II/genética , Óxido Nítrico Sintasa de Tipo II/metabolismo , Ratas , Ratas Wistar , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/patología
6.
Crit Care ; 14(4): R157, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20731855

RESUMEN

INTRODUCTION: Aneurysmal subarachnoid hemorrhage (SAH) affects relatively young people and carries a poor prognosis with a case fatality rate of 35%. One of the major systemic complications associated with SAH is acute lung injury (ALI) which occurs in up to one-third of the patients and is associated with poor outcome. ALI in SAH may be predisposed by neurogenic pulmonary edema (NPE) and inflammatory mediators. The objective of this study was to assess the immunomodulatory effects of interferon-ß (IFN-ß) on inflammatory mediators in the lung after experimental SAH. METHODS: Male Wistar rats were subjected to the induction of SAH by means of the endovascular filament method. Sham-animals underwent sham-surgery. Rats received IFN-ß for four consecutive days starting at two hours after SAH induction. After seven days, lungs were analyzed for the expression of inflammatory markers. RESULTS: SAH induced the influx of neutrophils into the lung, and enhanced expression of the pulmonary adhesion molecules E-selectin, inter-cellular adhesion molecule (ICAM)-1, and vascular cell adhesion molecule (VCAM)-1 compared to sham-animals. In addition, SAH increased the expression of the chemokines macrophage inflammatory protein (MIP)-1α, MIP-2, and cytokine-induced neutrophil chemoattractant (CINC)-1 in the lung. Finally, tumor necrosis factor-α (TNF-α) was significantly increased in lungs from SAH-animals compared to sham-animals. IFN-ß effectively abolished the SAH-induced expression of all pro-inflammatory mediators in the lung. CONCLUSIONS: IFN-ß strongly reduces lung inflammation after experimental SAH and may therefore be an effective drug to prevent SAH-mediated lung injury.


Asunto(s)
Lesión Pulmonar Aguda/tratamiento farmacológico , Interferón beta/uso terapéutico , Hemorragia Subaracnoidea/tratamiento farmacológico , Lesión Pulmonar Aguda/etiología , Animales , Quimiocina CCL3/análisis , Quimiocina CXCL1/análisis , Selectina E/análisis , Inflamación/tratamiento farmacológico , Molécula 1 de Adhesión Intercelular/análisis , Pulmón/química , Pulmón/efectos de los fármacos , Pulmón/patología , Masculino , Infiltración Neutrófila/efectos de los fármacos , Ratas , Ratas Wistar , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Hemorragia Subaracnoidea/complicaciones , Factor de Necrosis Tumoral alfa/análisis , Molécula 1 de Adhesión Celular Vascular/análisis
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