Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 29
Filtrar
1.
Sci Data ; 11(1): 366, 2024 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-38605079

RESUMEN

Radiomics features (RFs) studies have showed limitations in the reproducibility of RFs in different acquisition settings. To date, reproducibility studies using CT images mainly rely on phantoms, due to the harness of patient exposure to X-rays. The provided CadAIver dataset has the aims of evaluating how CT scanner parameters effect radiomics features on cadaveric donor. The dataset comprises 112 unique CT acquisitions of a cadaveric truck acquired on 3 different CT scanners varying KV, mA, field-of-view, and reconstruction kernel settings. Technical validation of the CadAIver dataset comprises a comprehensive univariate and multivariate GLM approach to assess stability of each RFs extracted from lumbar vertebrae. The complete dataset is publicly available to be applied for future research in the RFs field, and could foster the creation of a collaborative open CT image database to increase the sample size, the range of available scanners, and the available body districts.


Asunto(s)
Vértebras Lumbares , Tomografía Computarizada por Rayos X , Humanos , Cadáver , Procesamiento de Imagen Asistido por Computador/métodos , Vértebras Lumbares/diagnóstico por imagen , Radiómica , Reproducibilidad de los Resultados , Tomografía Computarizada por Rayos X/métodos
2.
Eur Radiol ; 2023 Dec 07.
Artículo en Inglés | MEDLINE | ID: mdl-38057593

RESUMEN

OBJECTIVE: To quantify the distribution of cauda equina nerve roots in supine and upright positions using manual measurements and radiomics features both in normal subjects and in lumbar spinal canal stenosis (LSCS) patients. METHODS: We retrospectively recruited patients who underwent weight-bearing MRI in supine and upright positions for back pain. 3D T2-weighted isotropic acquisition (3D-HYCE) sequences were used to develop a 3D convolutional neural network for identification and segmentation of lumbar vertebrae. Para-axial reformatted images perpendicular to the spinal canal and parallel to each vertebral endplate were automatically extracted. From each level, we computed the maximum antero-posterior (AP) and latero-lateral (LL) dispersion of nerve roots; further, radiomics features were extracted to quantify standardized metrics of nerve root distribution. RESULTS: We included 16 patients with LSCS and 20 normal subjects. In normal subjects, nerve root AP dispersion significantly increased from supine to upright position (p < 0.001, L2-L5 levels), and radiomics features showed an increase in non-uniformity. In LSCS subjects, in the upright position AP dispersion of nerve roots and entropy-related features increased caudally to the stenosis level (p < 0.001) and decreased cranially (p < 0.001). Moreover, entropy-related radiomics features negatively correlated with pre-operative Pain Numerical Rating Scale. Comparison between normal subjects and LSCS patients showed a difference in AP dispersion and increase of variance cranially to the stenosis level (p < 0.001) in the upright position. CONCLUSIONS: Nerve root distribution inside the dural sac changed between supine and upright positions, and radiomics features were able to quantify the differences between normal and LSCS subjects. CLINICAL RELEVANCE STATEMENT: The distribution of cauda equina nerve roots and the redundant nerve root sign significantly varies between supine and upright positions in normal subjects and spinal canal stenosis patients, respectively. Radiomics features quantify nerve root dispersion and correlates with pain severity. KEY POINTS: • Weight-bearing MRI depicts spatial distribution of the cauda equina in both supine and upright positions in normal subjects and spinal stenosis patients. • Radiomics features can quantify the effects of spinal stenosis on the dispersion of the cauda equina in the dural sac. • In the orthostatic position, dispersion of nerve roots is different in lumbar spinal stenosis patients compared to that in normal subjects; entropy-related features negatively correlated with pre-operative Pain Numerical Rating Scale.

3.
Radiol Med ; 128(6): 744-754, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-37147473

RESUMEN

PURPOSE: Radiomics of vertebral bone structure is a promising technique for identification of osteoporosis. We aimed at assessing the accuracy of machine learning in identifying physiological changes related to subjects' sex and age through analysis of radiomics features from CT images of lumbar vertebrae, and define its generalizability across different scanners. MATERIALS AND METHODS: We annotated spherical volumes-of-interest (VOIs) in the center of the vertebral body for each lumbar vertebra in 233 subjects who had undergone lumbar CT for back pain on 3 different scanners, and we evaluated radiomics features from each VOI. Subjects with history of bone metabolism disorders, cancer, and vertebral fractures were excluded. We performed machine learning classification and regression models to identify subjects' sex and age respectively, and we computed a voting model which combined predictions. RESULTS: The model was trained on 173 subjects and tested on an internal validation dataset of 60. Radiomics was able to identify subjects' sex within single CT scanner (ROC AUC: up to 0.9714), with lower performance on the combined dataset of the 3 scanners (ROC AUC: 0.5545). Higher consistency among different scanners was found in identification of subjects' age (R2 0.568 on all scanners, MAD 7.232 years), with highest results on a single CT scanner (R2 0.667, MAD 3.296 years). CONCLUSION: Radiomics features are able to extract biometric data from lumbar trabecular bone, and determine bone modifications related to subjects' sex and age with great accuracy. However, acquisition from different CT scanners reduces the accuracy of the analysis.


Asunto(s)
Enfermedades Óseas Metabólicas , Tomografía Computarizada por Rayos X , Humanos , Niño , Tomografía Computarizada por Rayos X/métodos , Vértebras Lumbares/diagnóstico por imagen , Estudios Retrospectivos
4.
Eur Radiol ; 31(6): 4079-4086, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33201284

RESUMEN

OBJECTIVES: Temporal muscle thickness (TMT) is a surrogate marker of sarcopenia, correlated with survival expectancy in patients suffering from brain metastases and recurrent or treated glioblastoma. We evaluated the prognostic relevance of TMT measured on brain MRIs acquired at diagnosis in patients affected by glioblastoma. METHODS: We retrospectively enrolled 51 patients in our Institution affected by methylated MGMT promoter, IDH1-2 wild-type glioblastoma, who underwent complete surgical resection and subsequent radiotherapy with concomitant and maintenance temozolomide, from January 1, 2015, to April 30, 2017. The last clinical/radiological follow-up date was set to September 3, 2019. TMT was measured bilaterally on reformatted post-contrast 3D MPRAGE images, acquired on our 3-T scanner no more than 2 days before surgery. The median, 25th, and 75th percentile TMT values were identified and population was subdivided accordingly; afterwards, statistical analyses were performed to verify the association among overall survival (OS) and TMT, sex, age, and ECOG performance status. RESULTS: In our cohort, the median OS was 20 months (range 3-51). Patients with a TMT ≥ 8.4 mm (median value) did not show a statistically significant increase in OS (Cox regression model: HR 1.34, 95% CI 0.68-2.63, p = 0.403). Similarly, patients with a TMT ≥ 9.85 mm (fourth quartile) did not differ in OS compared to those with TMT ≤ 7 mm (first quartile). The statistical analyses confirmed a significant association among TMT and sex (p = 0.0186), but none for age (p = 0.642) and performance status (p = 0.3982). CONCLUSIONS: In our homogeneous cohort of patients with glioblastoma at diagnosis, TMT was not associated with prognosis, age, or ECOG performance status. KEY POINTS: • Temporal muscle thickness (TMT) is a surrogate marker of sarcopenia and has been correlated with survival expectancy in patients suffering from brain metastases and recurrent or treated glioblastoma. • We appraised the correlation among TMT and survival, sex, age at surgery, and performance status, measured on brain MRIs of patients affected by glioblastoma at diagnosis. • TMT did not show any significant correlation with prognosis, age at surgery, or performance status, and its usefulness might be restricted only to patients with brain metastases and recurrent or treated glioblastoma.


Asunto(s)
Neoplasias Encefálicas , Glioblastoma , Sarcopenia , Neoplasias Encefálicas/complicaciones , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/genética , Metilación de ADN , Metilasas de Modificación del ADN , Enzimas Reparadoras del ADN , Glioblastoma/complicaciones , Glioblastoma/diagnóstico por imagen , Glioblastoma/genética , Humanos , Pronóstico , Estudios Retrospectivos , Sarcopenia/complicaciones , Sarcopenia/diagnóstico por imagen , Sarcopenia/patología , Músculo Temporal/patología
5.
J Neurosurg ; 135(1): 64-77, 2020 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-32886916

RESUMEN

OBJECTIVE: Anaplastic gliomas (AGs) are an extremely heterogeneous group of primary brain tumors. More recently, new discoveries have indicated that isocitrate dehydrogenase (IDH) mutation status is the most important parameter predicting survival. The primary aim of the present analysis was to identify prognostic factors, other than IDH status, that eventually impact survival. METHODS: Patients with available clinical, imaging, and molecular profile data who were amenable to resection were evaluated. The extent of resection (EOR) was defined as gross-total resection (GTR), near-total resection (NTR), subtotal resection (STR), or partial resection (PR). Residual tumor volume (RTV) was quantified. Following surgery, patients received adjuvant chemotherapy alone, radiation therapy plus concomitant and adjuvant temozolomide (TMZ), or sequential radio-chemotherapy. Clinical outcome was evaluated by neurological examination and MRI 1 month after treatment and every 4 months thereafter. Tumor progression was defined according to the Response Assessment in Neuro-Oncology (RANO) working group. RESULTS: Among 402 patients referred to the authors' institution for AG, 142 were included in the present analysis. Eighty-eight (62%) were male and 54 (38%) were female, with a median age of 43 years (range 19-70 years). At admission, most patients had a Karnofsky Performance Scale score of 90-100 (84.5%) and were symptomatic (93.7%). Forty-eight (33.8%) patients had newly diagnosed anaplastic oligodendrogliomas (AOs), and 94 (66.2%) had anaplastic astrocytomas (AAs). Most of them had mutant IDH tumors (67.6%) and methylated O 6-methylguanine-DNA-methyltransferase (MGMT) promoter status (71.8%). GTR was performed in more than half of the patients (56.3%). RTV was detected in 83 (58.5%) patients. Following surgery, 72 (50.7%) patients received radiotherapy with concomitant and adjuvant TMZ, 48 (33.8%) received sequential radio-chemotherapy, and 22 (15.5%) received adjuvant chemotherapy alone. The median follow-up time was 40 months (range 16-146 months). The median PFS time and the 1-, 3-, and 5-year PFS rates were 35 months (95% CI 27-76) and 78.9% ± 3.4%, 49.7% ± 4.6%, and 42.7% ± 5.4%, respectively. The median OS time and the 1-, 3-, and 5-year OS rates were 91 months (95% CI 66-95) and 90.1% ± 2.5%, 70.9% ± 4.2%, and 61.8% ± 4.9%, respectively. Prognostic factors predicting survival other than molecular profile were the EOR and the RTV (p < 0.0001). Sequential radio-chemotherapy was the more effective treatment administered. CONCLUSIONS: In addition to IDH status, EOR and the RTV have proved to statistically impact survival. The pivotal role of adjuvant radiotherapy has been recorded in all AG patients, regardless of tumor features.

6.
World Neurosurg X ; 7: 100073, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32613187

RESUMEN

Lumbar spinal stenosis (LSS) is defined as a degenerative disorder showing a narrowing of the spinal canal. The diagnosis is straightforward in cases with typical neurogenic claudication symptoms and unequivocal imaging findings. However, not all patients present with typical symptoms, and there is obviously no correlation between the severity of stenosis and clinical complaint. The radiologic diagnosis of LSS is widely discussed in the literature. The best diagnostic test for the diagnosis of LSS is magnetic resonance imaging (MRI). However, canal diameter measurements have not gained much consensus from radiologists, whereas qualitative measures, such as cerebrospinal fluid space obliteration, have achieved greater consensus. Instability can best be defined by standing lateral radiograms and flexion-extension radiograms. For cases showing typical neurogenic claudication symptoms and unequivocal imaging findings, the diagnosis is straightforward. However, not all patients present with typical symptoms, and there is obviously no correlation between the severity of stenosis (computed tomography and MRI) and clinical complaint. In fact, recent MRI studies have shown that mild-to-moderate stenosis can also be found in asymptomatic individuals. Routine electrophysiological tests such as lower extremity electromyography, nerve conduction studies, F-wave, and H-reflex are not helpful in the diagnosis and outcome prediction of LSS. The electrophysiological recordings are complementary to the neurologic examination and can provide confirmatory information in less obvious clinical complaints. However, in the absence of reliable evidence, imaging studies should be considered as a first-line diagnostic test in the diagnosis of degenerative LSS.

8.
Front Neurosci ; 14: 225, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32296301

RESUMEN

BACKGROUND: MR Tractography enables non-invasive preoperative depiction of language subcortical tracts, which is crucial for the presurgical work-up of brain tumors; however, it cannot evaluate the exact function of the fibers. PURPOSE: A systematic pipeline was developed to combine tractography reconstruction of language fiber bundles, based on anatomical landmarks (Anatomical-T), with language fMRI cortical activations. A fMRI-targeted Tractography (fMRI-T) was thus obtained, depicting the subsets of the anatomical tracts whose endpoints are located inside a fMRI activation. We hypothesized that fMRI-T could provide additional functional information regarding the subcortical structures, better reflecting the eloquent white matter structures identified intraoperatively. METHODS: Both Anatomical-T and fMRI-T of language fiber tracts were performed on 16 controls and preoperatively on 16 patients with left-hemisphere brain tumors, using a q-ball residual bootstrap algorithm based on High Angular Resolution Diffusion Imaging (HARDI) datasets (b = 3000 s/mm2; 60 directions); fMRI ROIs were obtained using picture naming, verbal fluency, and auditory verb generation tasks. In healthy controls, normalized MNI atlases of fMRI-T and Anatomical-T were obtained. In patients, the surgical resection of the tumor was pursued by identifying eloquent structures with intraoperative direct electrical stimulation mapping and extending surgery to the functional boundaries. Post-surgical MRI allowed to identify Anatomical-T and fMRI-T non-eloquent portions removed during the procedure. RESULTS: MNI Atlases showed that fMRI-T is a subset of Anatomical-T, and that different task-specific fMRI-T involve both shared subsets and task-specific subsets - e.g., verbal fluency fMRI-T strongly involves dorsal frontal tracts, consistently with the phonogical-articulatory features of this task. A quantitative analysis in patients revealed that Anatomical-T removed portions of AF-SLF and IFOF were significantly greater than verbal fluency fMRI-T ones, suggesting that fMRI-T is a more specific approach. In addition, qualitative analyses showed that fMRI-T AF-SLF and IFOF predict the exact functional limits of resection with increased specificity when compared to Anatomical-T counterparts, especially the superior frontal portion of IFOF, in a subcohort of patients. CONCLUSION: These results suggest that performing fMRI-T in addition to the 'classic' Anatomical-T may be useful in a preoperative setting to identify the 'high-risk subsets' that should be spared during the surgical procedure.

9.
Neuroradiology ; 61(9): 1033-1045, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31263922

RESUMEN

PURPOSE: The aim of the paper is to evaluate if advanced dMRI techniques, including diffusion kurtosis imaging (DKI) and neurite orientation dispersion and density imaging (NODDI), could provide novel insights into the subtle microarchitectural modifications occurring in the corticospinal tract (CST) of stroke patients in subacute and chronic phases. METHODS: Seventeen subjects (age 68 ± 11 years) in the subacute phase (14 ± 3 days post-stroke), 10 of whom rescanned in the chronic phase (231 ± 36 days post-stroke), were enrolled. Images were acquired using a 3-T MRI scanner with a two-shell EPI protocol (20 gradient directions, b = 700 s/mm2, 3 b = 0; 64 gradient directions, b = 2000 s/mm2, 9 b = 0). DTI-, DKI-, and NODDI-derived parameters were calculated in the posterior limb of the internal capsule (PLIC) and in the cerebral peduncle (CP). RESULTS: In the subacute phase, a reduction of FA, AD, and KA values was correlated with an increase of ODI, RD, and AK parameters, in both the ipsilesional PLIC and CP, suggesting that increased fiber dispersion can be the main structural factor. In the chronic phase, a reduction of FA and an increase of ODI persisted in the ipsilesional areas. This was associated with reduced Fic and increased MD, with a concomitant reduction of MK and increase of RD, suggesting that fiber reduction, possibly due to nerve degeneration, could play an important role. CONCLUSIONS: This study shows that advanced dMRI approaches can help elucidate the underpinning architectural modifications occurring in the CST after stroke. Further follow-up studies on bigger cohorts are needed to evaluate if DKI- and NODDI-derived parameters might be proposed as complementary biomarkers of brain microstructural alterations.


Asunto(s)
Isquemia Encefálica/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética , Procesamiento de Imagen Asistido por Computador , Tractos Piramidales/diagnóstico por imagen , Accidente Cerebrovascular/diagnóstico por imagen , Anciano , Isquemia Encefálica/complicaciones , Enfermedad Crónica , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Accidente Cerebrovascular/etiología , Factores de Tiempo
10.
World Neurosurg ; 126: e270-e280, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30797926

RESUMEN

BACKGROUND: Positron emission tomography (PET) is a valuable tool for the characterization of brain tumors in vivo. However, few studies have investigated the correlation between carbon-11-methionine (11C-METH) PET metrics and the clinical, radiological, histological, and molecular features of patients affected by lower grade gliomas (LGGs). The present observational study evaluated the relationships between 11C-METH PET metrics and structural magnetic resonance imaging (MRI) findings with the histomolecular biomarkers in patients with LGGs who were candidates for surgery. METHODS: We enrolled 96 patients with pathologically proven LGG (51 men, 45 women; age 44.1 ± 13.7 years; 45 with grade II, 51 with grade III), who had been referred from March 2012 to January 2015 for tumor resection and had undergone preoperative 11C-METH PET. The semiquantitative metrics for 11C-METH PET included maximum standardized uptake value (SUVmax), SUV ratio to normal brain, and metabolic tumor burden (MTB). The PET semiquantitative metrics were analyzed and compared with the MRI features, histological diagnosis, isocitrate dehydrogenase-1/2 status, and 1p/19q codeletion. RESULTS: Histological grade was associated with SUVmax (P = 0.002), SUV ratio (P = 0.011), and MTB (P = 0.001), with grade III lesions showing higher values. Among the nonenhancing lesions on MRI, SUVmax (P = 0.001), SUV ratio (P = 0.003) and MTB (P < 0.001) were significantly different statistically for grade II versus grade III. The MRI lesion volume correlated poorly with MTB (r2 = 0.13). The SUVmax and SUV ratio were greater (P < 0.05) in isocitrate dehydrogenase-1/2 wild-type lesions, and the SUV ratio was associated with the presence of the 1p19q codeletion. CONCLUSIONS: The 11C-METH PET metrics correlated significantly with histological grade and the molecular profile. Semiquantitative PET metrics can improve the preoperative evaluation of LGGs and thus support clinical decision-making.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/metabolismo , Glioma/diagnóstico por imagen , Glioma/metabolismo , Adulto , Biomarcadores , Encéfalo/patología , Neoplasias Encefálicas/cirugía , Femenino , Glioma/cirugía , Humanos , Isocitrato Deshidrogenasa/análisis , Isocitrato Deshidrogenasa/genética , Imagen por Resonancia Magnética , Masculino , Metionina , Persona de Mediana Edad , Clasificación del Tumor , Tomografía de Emisión de Positrones , Radiofármacos , Sensibilidad y Especificidad
11.
Cortex ; 113: 239-254, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30708312

RESUMEN

The cortical area within the human primary motor cortex (M1) that hosts the representation of the hand and fingers is known as the 'hand-knob' and is essential for voluntary hand movement. The anatomo-functional heterogeneity described within the monkey primary motor cortex (M1) in a rostro-caudal direction suggests an internal subdivision in two sectors originating different systems of connections to the spinal cord. Direct investigation of the human hand-knob has been prevented, so far, by methodological constraints. The unique setting of brain tumour resection with the brain mapping technique in awake patients enables direct electrophysiological investigation of the functional properties of the human hand-knob. Motor-evoked potentials (MEPs) elicited by Direct Electrical Stimulation (DES) at high frequency (HF-DES) delivered along the hand-knob in rostro-caudal direction, i.e., from the central to the precentral sulcus, were recorded from the hand/arm muscles in patients at rest. The sites located near the precentral sulcus identified with HF-DES were then stimulated with low-frequency DES (LF-DES) during a hand manipulation task (HMt) to assess whether DES affected task execution. From the stimulated sites, corticofugal projections and U-shaped tracts connecting with adjacent gyri were traced using diffusion tensor and spherical deconvolution tractography. Analysis of MEPs showed a rostro-caudal gradient of cortical excitability along the hand-knob (the rostral sector being less excitable). Stimulation of rostral sites during the HMt impaired the task by inducing dysfunctional recruitment or, alternatively, suppression of distal muscles. Diffusion tractography showed different patterns of rostro-caudal connectivity for the U-shaped tracts. Overall data suggests, in humans, the anatomo-functional subdivision of the human hand-knob in two sectors, possibly subserving different roles in motor control.


Asunto(s)
Corteza Motora/fisiología , Movimiento/fisiología , Adolescente , Adulto , Anciano , Mapeo Encefálico/métodos , Estimulación Eléctrica , Electromiografía , Femenino , Mano , Humanos , Masculino , Persona de Mediana Edad , Corteza Motora/anatomía & histología , Músculo Esquelético/fisiología , Desempeño Psicomotor/fisiología , Adulto Joven
12.
Ital J Pediatr ; 44(Suppl 2): 118, 2018 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-30442151

RESUMEN

This article discusses the role of imaging modalities including radiography, multi-detector computed tomography, magnetic resonance imaging, and ultrasound in diagnosing and monitoring skeletal abnormalities in mucopolysaccharidoses (MPS). The advantages and disadvantages of these different imaging tools will be discussed, along with their feasibility in this class of patients. As the musculoskeletal involvement is common to all MPS and is one of the main reasons for seeking medical attention, an increased awareness among paediatricians, rheumatologists, orthopaedists, radiologists, and other musculoskeletal specialists on the possible spectrum of abnormalities observed could facilitate a timely diagnosis, an appropriate severity evaluation, and better management.


Asunto(s)
Enfermedades Óseas/diagnóstico por imagen , Mucopolisacaridosis/complicaciones , Enfermedades Óseas/etiología , Enfermedades Óseas/cirugía , Humanos , Imagen por Resonancia Magnética , Mucopolisacaridosis/diagnóstico por imagen , Tomografía Computarizada Multidetector , Ultrasonografía
13.
Radiology ; 289(3): 788-796, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30277427

RESUMEN

Purpose The primary aim of this prospective observational study was to assess whether diffusion MRI metrics correlate with isocitrate dehydrogenase (IDH) status in grade II and III gliomas. A secondary aim was to investigate whether multishell acquisitions with advanced models such as neurite orientation dispersion and density imaging (NODDI) and diffusion kurtosis imaging offer greater diagnostic accuracy than diffusion-tensor imaging (DTI). Materials and Methods Diffusion MRI (b = 700 and 2000 sec/mm2) was performed preoperatively in 192 consecutive participants (113 male and 79 female participants; mean age, 46.18 years; age range, 14-77 years) with grade II (n = 62), grade III (n = 58), or grade IV (n = 72) gliomas. DTI, diffusion kurtosis imaging, and NODDI metrics were measured in regions with or without hyperintensity on diffusion MR images and compared among groups defined according to IDH genotype, 1p/19q codeletion status, and tumor grade by using Mann-Whitney tests. Results In grade II and III IDH wild-type gliomas, the maximum fractional anisotropy, kurtosis anisotropy, and restriction fraction were significantly higher and the minimum mean diffusivity was significantly lower than in IDH-mutant gliomas (P = .011, P = .002, P = .044, and P = .027, respectively); areas under the receiver operating characteristic curve ranged from 0.72 to 0.76. In IDH wild-type gliomas, no difference among grades II, III, and IV was found. In IDH-mutant gliomas, no difference between those with and those without 1p/19q loss was found. Conclusion Diffusion MRI metrics showed correlation with isocitrate dehydrogenase status in grade II and III gliomas. Advanced diffusion MRI models did not add diagnostic accuracy, supporting the inclusion of a single-shell diffusion-tensor imaging acquisition in brain tumor imaging protocols. Published under a CC BY 4.0 license. Online supplemental material is available for this article.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/genética , Glioma/diagnóstico por imagen , Glioma/genética , Isocitrato Deshidrogenasa/genética , Imagen por Resonancia Magnética/métodos , Adolescente , Adulto , Anciano , Encéfalo/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética , Imagen de Difusión Tensora , Femenino , Genotipo , Humanos , Inmunohistoquímica , Masculino , Persona de Mediana Edad , Mutación/genética , Neuroimagen/métodos , Estudios Prospectivos , Reproducibilidad de los Resultados , Adulto Joven
14.
Radiology ; 287(3): 933-943, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-29361245

RESUMEN

Purpose To evaluate the feasibility of a standardized protocol for acquisition and analysis of dynamic contrast material-enhanced (DCE) and dynamic susceptibility contrast (DSC) magnetic resonance (MR) imaging in a multicenter clinical setting and to verify its accuracy in predicting glioma grade according to the new World Health Organization 2016 classification. Materials and Methods The local research ethics committees of all centers approved the study, and informed consent was obtained from patients. One hundred patients with glioma were prospectively examined at 3.0 T in seven centers that performed the same preoperative MR imaging protocol, including DCE and DSC sequences. Two independent readers identified the perfusion hotspots on maps of volume transfer constant (Ktrans), plasma (vp) and extravascular-extracellular space (ve) volumes, initial area under the concentration curve, and relative cerebral blood volume (rCBV). Differences in parameters between grades and molecular subtypes were assessed by using Kruskal-Wallis and Mann-Whitney U tests. Diagnostic accuracy was evaluated by using receiver operating characteristic curve analysis. Results The whole protocol was tolerated in all patients. Perfusion maps were successfully obtained in 94 patients. An excellent interreader reproducibility of DSC- and DCE-derived measures was found. Among DCE-derived parameters, vp and ve had the highest accuracy (are under the receiver operating characteristic curve [Az] = 0.847 and 0.853) for glioma grading. DSC-derived rCBV had the highest accuracy (Az = 0.894), but the difference was not statistically significant (P > .05). Among lower-grade gliomas, a moderate increase in both vp and rCBV was evident in isocitrate dehydrogenase wild-type tumors, although this was not significant (P > .05). Conclusion A standardized multicenter acquisition and analysis protocol of DCE and DSC MR imaging is feasible and highly reproducible. Both techniques showed a comparable, high diagnostic accuracy for grading gliomas. © RSNA, 2018 Online supplemental material is available for this article.


Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Medios de Contraste , Glioma/diagnóstico por imagen , Aumento de la Imagen/métodos , Imagen por Resonancia Magnética/métodos , Compuestos Organometálicos , Adulto , Anciano , Anciano de 80 o más Años , Encéfalo/diagnóstico por imagen , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven
15.
Oncotarget ; 8(40): 67696-67708, 2017 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-28978064

RESUMEN

BACKGROUND: The current standard of care for newly diagnosed glioblastoma (GBM) is surgical resection, followed by radiation therapy (RT) with concurrent and adjuvant temozolomide chemotherapy (TMZ-CHT). The patients outcome is still poor. In this study we evaluated hypofractionated radiation therapy (HFRT), instead of standard fractionated radiation therapy, with concomitant and adjuvant TMZ chemotherapy, in terms of safety and effectiveness. METHODS: Patients with newly diagnosed GBM, Karnofsky performance scale (KPS) ≥70, and tumor up to 10 cm underwent maximal feasible surgical resection were treated. HFRT consisted of 60 Gy, in daily fractions of 4 Gy given 5 days per week for 3 weeks. The primary endpoints were overall survival (OS), progression free survival (PFS), and incidence of radiation induced brain toxicity. Secondary endpoint was the evaluation of neurocognitive function. RESULTS: A total of 97 patients were included in this phase II study. The median age was 60.5 years (range 23-77 years). Debulking surgery was performed in 83.5% of patients, HFRT was completed in all 97 patients, concurrent and adjuvant TMZ in 93 (95.9%). The median number of TMZ cycles was six (range 1-12 cycles). No severe toxicity occurred and the neuropsychological evaluation remained stable. At a median follow up time of 15.2 months the median OS time, 1,2-year OS rate were 15.9 months (95% CI 14-18), 72.2% (95% CI 62.1-80) and 30.4% (95% CI 20.8-40.6). Age, KPS, MGMT methylation status, and extent of surgical resection were significant factors influencing the outcome. CONCLUSION: HFRT with concomitant and adjuvant TMZ chemotherapy is an effective and safe treatment.

16.
Eur J Nucl Med Mol Imaging ; 44(7): 1155-1164, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28110346

RESUMEN

PURPOSE: We evaluated the relationship between 11C-methionine PET (11C-METH PET) findings and molecular biomarkers in patients with supratentorial glioma who underwent surgery. METHODS: A consecutive series of 109 patients with pathologically proven glioma (64 men, 45 women; median age 43 years) referred to our Institution from March 2012 to January 2015 for tumour resection and who underwent preoperative 11C-METH PET were analysed. Semiquantitative evaluation of the 11C-METH PET images included SUVmax, region of interest-to-normal brain SUV ratio (SUVratio) and metabolic tumour volume (MTV). Imaging findings were correlated with disease outcome in terms of progression-free survival (PFS), and compared with other clinical biological data, including IDH1 mutation status, 1p/19q codeletion and MGMT promoter methylation. The patients were monitored for a mean period of 16.7 months (median 13 months). RESULTS: In all patients, the tumour was identified on 11C-METH PET. Significant differences in SUVmax, SUVratio and MTV were observed in relation to tumour grade (p < 0.001). IDH1 mutation was found in 49 patients, 1p/19q codeletion in 58 patients and MGMT promoter methylation in 74 patients. SUVmax and SUVratio were significantly inversely correlated with the presence of IDH1 mutation (p < 0.001). Using the 2016 WHO classification, SUVmax and SUVratio were significantly higher in patients with primary glioblastoma (IDH1-negative) than in those with other diffuse gliomas (p < 0.001). Relapse or progression was documented in 48 patients (median PFS 8.7 months). Cox regression analysis showed that SUVmax and SUVratio, tumour grade, tumour type on 2016 WHO classification, IDH1 mutation status, 1p/19q codeletion and MGMT promoter methylation were significantly associated with PFS. None of these factors was found to be an independent prognostic factor in multivariate analysis. CONCLUSION: 11C-METH PET parameters are significantly correlated with histological grade and IDH1 mutation status in patients with glioma. Grade, pathological classification, molecular biomarkers, SUVmax and SUVratio were prognostic factors for PFS in this cohort of patients. The trial was registered with ClinicalTrials.gov (registration: NCT02518061).


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/metabolismo , Glioma/diagnóstico por imagen , Glioma/metabolismo , Tomografía de Emisión de Positrones , Adolescente , Adulto , Anciano , Neoplasias Encefálicas/diagnóstico , Supervivencia sin Enfermedad , Femenino , Glioma/diagnóstico , Humanos , Masculino , Persona de Mediana Edad , Recurrencia , Adulto Joven
17.
J Neurosurg Spine ; 25(5): 654-659, 2016 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-27341055

RESUMEN

OBJECTIVE The O-arm system in spine surgery allows greater accuracy, lower rate of screw misplacement, and reduced surgical time. Some concerns have been postulated regarding the radiation doses to patients and surgeons. To the best of the authors' knowledge, most of the studies in the literature were performed with the use of phantoms. The authors present data regarding radiation exposure of the surgeon and operating room (OR) staff in a consecutive series of patients undergoing spine surgery. METHODS Radiation exposure data were collected in a series of 107 patients who underwent spine surgery using the O-arm system. The doses received by the surgeon and the staff were collected using electronic dosimeters. RESULTS All patients underwent 1-3 scans. The mean radiation dose to the patients was 5.15 mSv (range 1.48-7.64 mSv). The mean dose registered for the scan operator was 0.005 µSv (range 0.00-0.03 µSv) while the other members of the surgical team positioned outside the OR received 0 µSv. CONCLUSIONS The O-arm system exposes patients to a higher radiation dose than standard fluoroscopy. However, considering the clear advantages of this system, this adjunctive dose can be considered acceptable. Moreover, the effective dose to the patient can be reduced using collimation or minimizing the parameters of the O-arm system used in this paper. The exposure to operators is essentially negligible when radioprotective garments and protocols are adopted as recommended by the International Commission on Radiological Protection.


Asunto(s)
Tomografía Computarizada de Haz Cónico/efectos adversos , Tomografía Computarizada de Haz Cónico/métodos , Procedimientos Ortopédicos/métodos , Exposición a la Radiación , Columna Vertebral/cirugía , Cirugía Asistida por Computador/métodos , Adulto , Anciano , Tomografía Computarizada de Haz Cónico/instrumentación , Equipos y Suministros Eléctricos , Femenino , Personal de Salud , Humanos , Masculino , Persona de Mediana Edad , Exposición Profesional , Procedimientos Ortopédicos/efectos adversos , Estudios Prospectivos , Dosímetros de Radiación , Radiometría , Cirugía Asistida por Computador/efectos adversos
18.
Neuropsychiatr Dis Treat ; 11: 637-45, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25834442

RESUMEN

The recent literature on anorexia nervosa (AN) suggests that functional and structural abnormalities of cortico-limbic areas might play a role in the evolution of the disease. We explored global and regional brain volumes in a cross-sectional and follow-up study on adolescents affected by AN. Eleven adolescents with AN underwent a voxel-based morphometry study at time of diagnosis and immediately after weight recovery. Data were compared to volumes carried out in eight healthy, age and sex matched controls. Subjects with AN showed increased cerebrospinal fluid volumes and decreased white and gray matter volumes, when compared to controls. Moreover, significant regional gray matter decrease in insular cortex and cerebellum was found at time of diagnosis. No regional white matter decrease was found between samples and controls. Correlations between psychological evaluation and insular volumes were explored. After weight recovery gray matter volumes normalized while reduced global white matter volumes persisted.

19.
Mol Genet Metab Rep ; 3: 65-74, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26937399

RESUMEN

Hunter disease is an X-linked lysosomal storage disorder characterized by progressive storage of glycosaminoglycans (GAGs) and multi-organ impairment. The central nervous system (CNS) is involved in at least 50% of cases. Since 2006, the enzymatic replacement therapy (ERT) is available but with no effect on the cognitive impairment, as the present formulation does not cross the blood-brain barrier. Here we report the outcome of 17 Hunter patients treated in a single center. Most of them (11) started ERT in 2006, 3 had started it earlier in 2004, enrolled in the phase III trial, and 3 after 2006, as soon as the diagnosis was made. The liver and spleen sizes and urinary GAGs significantly decreased and normalized throughout the treatment. Heart parameters improved, in particular the left ventricular mass index/m(2) decreased significantly. Amelioration of hearing was seen in many patients. Joint range of motion improved in all patients. However, no improvement on respiratory function, eye, skeletal and CNS disease was found. The developmental quotient of patients with a CNS involvement showed a fast decline. These patients were no more testable after 6 years of age and, albeit the benefits drawn from ERT, their quality of life worsened throughout the years. The whole group of patients showed a consistent residual disease burden mainly represented by persistent skeletal disease and frequent need of surgery. This study suggests that early diagnosis and treatment and other different therapies which are able to cross the blood-brain barrier, might in the future improve the MPS II outcome.

20.
Eur J Nucl Med Mol Imaging ; 42(4): 597-612, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25520293

RESUMEN

We are getting used to referring to instrumentally detectable biological features in medical language as "imaging biomarkers". These two terms combined reflect the evolution of medical imaging during recent decades, and conceptually comprise the principle of noninvasive detection of internal processes that can become targets for supplementary therapeutic strategies. These targets in oncology include those biological pathways that are associated with several tumour features including independence from growth and growth-inhibitory signals, avoidance of apoptosis and immune system control, unlimited potential for replication, self-sufficiency in vascular supply and neoangiogenesis, acquired tissue invasiveness and metastatic diffusion. Concerning brain tumours, there have been major improvements in neurosurgical techniques and radiotherapy planning, and developments of novel target drugs, thus increasing the need for reproducible, noninvasive, quantitative imaging biomarkers. However, in this context, conventional radiological criteria may be inappropriate to determine the best therapeutic option and subsequently to assess response to therapy. Integration of molecular imaging for the evaluation of brain tumours has for this reason become necessary, and an important role in this setting is played by imaging biomarkers in PET and MRI. In the current review, we describe most relevant techniques and biomarkers used for imaging primary brain tumours in clinical practice, and discuss potential future developments from the experimental context.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias Encefálicas/diagnóstico , Glioma/diagnóstico , Radiofármacos , Animales , Biomarcadores de Tumor/genética , Neoplasias Encefálicas/diagnóstico por imagen , Ensayos Clínicos como Asunto , Glioma/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética , Tomografía de Emisión de Positrones
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA
...