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1.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 49(5): 698-704, 2024 May 28.
Artículo en Inglés, Chino | MEDLINE | ID: mdl-39174883

RESUMEN

OBJECTIVES: Radiotherapy is the primary treatment for nasopharyngeal carcinoma, but it frequently leads to radiotherapy-induced temporal lobe injury (RTLI). Magnetic resonance imaging (MRI) is the main diagnostic method for RTLI after radiotherapy for nasopharyngeal carcinoma, but it is prone to missed diagnoses. This study aims to investigate the causes of missed diagnoses of RTLI in nasopharyngeal carcinoma patients undergoing MRI after radiotherapy. METHODS: Clinical and MRI data from nasopharyngeal carcinoma patients diagnosed and treated with radiotherapy at Xiangya Hospital of Central South University, from January 2010 to April 2021, were collected. Two radiologists reviewed all head and neck MRIs (including nasopharyngeal and brain MRIs) before and after radiotherapy of identify cases of late delayed response-type RTLI for the first time. If the original diagnosis of the initial RTLI in nasopharyngeal carcinoma patients did not report temporal lobe lesions, it was defined as a missed diagnosis. The first diagnosis of RTLI cases was divided into a missed diagnosis group and a non-missed diagnosis group. Clinical and imaging data were compared between the 2 groups, and multivariate logistic regression analysis was used to identify independent risk factors for MRI missed diagnoses of initial RTLI. RESULTS: A total of 187 nasopharyngeal carcinoma with post-radiotherapy RTLI were included. The original diagnostic reports missed 120 cases and accurately diagnosed 67 cases, with an initial RTLI diagnosis accuracy rate of 35.8% and a missed diagnosis rate of 64.2%. There were statistically significant differences between the missed diagnosis group and the non-missed diagnosis group in terms of lesion size, location, presence of contralateral temporal lobe lesions, white matter high signal, cystic degeneration, hemorrhage, fluid attenuated inversion recovery (FLAIR), and examination site (all P<0.05). Multivariate logistic regression analysis showed that lesions ≤25 mm, non-enhancing lesions, lesions without cystic degeneration or hemorrhage, lesions located only in the medial temporal lobe, and MRI examination only of the nasopharynx were independent risk factors for missed MRI diagnosis of initial RTLI (all P<0.05). CONCLUSIONS: The missed diagnosis of initial RTLI on MRI is mainly related to lesion size and location, imaging characteristics, and MRI examination site.


Asunto(s)
Imagen por Resonancia Magnética , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Lóbulo Temporal , Humanos , Imagen por Resonancia Magnética/métodos , Carcinoma Nasofaríngeo/radioterapia , Carcinoma Nasofaríngeo/diagnóstico por imagen , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación , Neoplasias Nasofaríngeas/radioterapia , Neoplasias Nasofaríngeas/diagnóstico por imagen , Traumatismos por Radiación/etiología , Traumatismos por Radiación/diagnóstico por imagen , Diagnóstico Erróneo , Factores de Riesgo , Masculino , Femenino , Persona de Mediana Edad
2.
Radiother Oncol ; 199: 110420, 2024 10.
Artículo en Inglés | MEDLINE | ID: mdl-39029591

RESUMEN

BACKGROUND: Temporal lobe (TL) white matter (WM) injuries are often seen early after radiotherapy (RT) in nasopharyngeal carcinoma patients (NPCs), which fail to fully recover in later stages, exhibiting a "non-complete recovery pattern". Herein, we explored the correlation between non-complete recovery WM injuries and TL necrosis (TLN), identifying dosimetric predictors for TLN-related high-risk WM injuries. METHODS: We longitudinally examined 161 NPCs and 19 healthy controls employing multi-shell diffusion MRI. Automated fiber-tract quantification quantified diffusion metrics within TL WM tract segments. ANOVA identified non-complete recovery WM tract segments one-year post-RT. Cox regression models discerned TLN risk factors utilizing non-complete recovery diffusion metrics. Normal tissue complication probability (NTCP) models and dose-response analysis further scrutinized RT-related toxicity to high-risk WM tract segments. RESULTS: Seven TL WM tract segments exhibited a "non-complete recovery pattern". Cox regression analysis identified mean diffusivity of the left uncinate fasciculus segment 1, neurite density index (NDI) of the left cingulum hippocampus segment 1, and NDI of the right inferior longitudinal fasciculus segment 1 as TLN risk predictors (hazard ratios [HRs] with confidence interval [CIs]: 1.45 [1.17-1.81], 1.07 [1.00-1.15], and 1.15 [1.03-1.30], respectively; all P-values < 0.05). In NTCP models, D10cc.L, D20cc.L and D10cc.R demonstrated superior performance, with TD50 of 37.22 Gy, 24.96 Gy and 37.28 Gy, respectively. CONCLUSIONS: Our findings underscore the significance of the "non-complete recovery pattern" in TL WM tract segment injuries during TLN development. Understanding TLN-related high-risk WM tract segments and their tolerance doses could facilitate early intervention in TLN and improve RT protocols.


Asunto(s)
Necrosis , Traumatismos por Radiación , Lóbulo Temporal , Sustancia Blanca , Humanos , Sustancia Blanca/efectos de la radiación , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/patología , Masculino , Femenino , Lóbulo Temporal/efectos de la radiación , Lóbulo Temporal/diagnóstico por imagen , Persona de Mediana Edad , Traumatismos por Radiación/etiología , Traumatismos por Radiación/patología , Necrosis/etiología , Neoplasias Nasofaríngeas/radioterapia , Neoplasias Nasofaríngeas/patología , Adulto , Imagen de Difusión por Resonancia Magnética/métodos , Carcinoma Nasofaríngeo/radioterapia , Carcinoma Nasofaríngeo/patología , Anciano , Estudios Longitudinales
3.
Head Neck ; 46(9): 2132-2144, 2024 09.
Artículo en Inglés | MEDLINE | ID: mdl-38887926

RESUMEN

BACKGROUND: To establish and validate a machine learning model using pretreatment multiparametric magnetic resonance imaging-based radiomics data with clinical data to predict radiation-induced temporal lobe injury (RTLI) in patients with nasopharyngeal carcinoma (NPC) after intensity-modulated radiotherapy (IMRT). METHODS: Data from 230 patients with NPC who received IMRT (130 with RTLI and 130 without) were randomly divided into the training (n = 161) and validation cohort (n = 69) with a ratio of 7:3. Radiomics features were extracted from pretreatment apparent diffusion coefficient (ADC) map, T2-weighted imaging (T2WI), and CE-T1-weighted imaging (CE-T1WI). T-test, spearman rank correlation, and least absolute shrinkage and selection operator (LASSO) algorithm were employed to identify significant radiomics features. Clinical features were selected with univariate and multivariate analyses. Radiomics and clinical models were constructed using multiple machine learning classifiers, and a clinical-radiomics nomogram that combined clinical with radiomics features was developed. Receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) were drawn to compare and verify the predictive performances of the clinical model, radiomics model, and clinical-radiomics nomogram. RESULTS: A total of 5064 radiomics features were extracted, from which 52 radiomics features were selected to construct the radiomics signature. The AUC of the radiomics signature based on multiparametric MRI was 0.980 in the training cohort and 0.969 in the validation cohort, outperforming the radiomics signature only based on T2WI and CE-T1WI (p < 0.05), which highlighted the significance of the DWI sequence in the prediction of temporal lobe injury. The area under the curve (AUC) of the clinical model was 0.895 in the training cohort and 0.905 in the validation cohort. The nomogram, which integrated radiomics and clinical features, demonstrated an impressive AUC value of 0.984 in the validation set; however, no statistically significant difference was observed compared to the radiomics model. The calibration curve and decision curve analysis of the nomogram demonstrated excellent predictive performance and clinical feasibility. CONCLUSIONS: The clinical-radiomics nomogram, integrating clinical features with radiomics features derived from pretreatment multiparametric MRI, exhibits compelling predictive performance for RTLI in patients diagnosed with NPC.


Asunto(s)
Aprendizaje Automático , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Traumatismos por Radiación , Radiómica , Radioterapia de Intensidad Modulada , Lóbulo Temporal , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Imágenes de Resonancia Magnética Multiparamétrica , Carcinoma Nasofaríngeo/radioterapia , Carcinoma Nasofaríngeo/diagnóstico por imagen , Neoplasias Nasofaríngeas/radioterapia , Neoplasias Nasofaríngeas/diagnóstico por imagen , Nomogramas , Valor Predictivo de las Pruebas , Traumatismos por Radiación/diagnóstico por imagen , Traumatismos por Radiación/etiología , Radioterapia de Intensidad Modulada/efectos adversos , Estudios Retrospectivos , Curva ROC , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación
4.
Phys Med ; 121: 103362, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38653120

RESUMEN

PURPOSE: To establish a deep learning-based model to predict radiotherapy-induced temporal lobe injury (TLI). MATERIALS AND METHODS: Spatial features of dose distribution within the temporal lobe were extracted using both the three-dimensional convolution (C3D) network and the dosiomics method. The Minimal Redundancy-Maximal-Relevance (mRMR) method was employed to rank the extracted features and select the most relevant ones. Four machine learning (ML) classifiers, including logistic regression (LR), k-nearest neighbors (kNN), support vector machines (SVM) and random forest (RF), were used to establish prediction models. Nested sampling and hyperparameter tuning methods were applied to train and validate the prediction models. For comparison, a prediction model base on the conventional D0.5cc of the temporal lobe obtained from dose volume (DV) histogram was established. The area under the receiver operating characteristic (ROC) curve (AUC) was utilized to compare the predictive performance of the different models. RESULTS: A total of 127 nasopharyngeal carcinoma (NPC) patients were included in the study. In the model based on C3D deep learning features, the highest AUC value of 0.843 was achieved with 5 features. For the dosiomics features model, the highest AUC value of 0.715 was attained with 1 feature. Both of these models demonstrated superior performance compared to the prediction model based on DV parameters, which yielded an AUC of 0.695. CONCLUSION: The prediction model utilizing C3D deep learning features outperformed models based on dosiomics features or traditional parameters in predicting the onset of TLI. This approach holds promise for predicting radiation-induced toxicities and guide individualized radiotherapy.


Asunto(s)
Aprendizaje Profundo , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Lóbulo Temporal , Humanos , Carcinoma Nasofaríngeo/radioterapia , Lóbulo Temporal/efectos de la radiación , Lóbulo Temporal/diagnóstico por imagen , Neoplasias Nasofaríngeas/radioterapia , Masculino , Persona de Mediana Edad , Femenino , Adulto , Traumatismos por Radiación/etiología , Anciano , Dosificación Radioterapéutica
5.
Radiother Oncol ; 195: 110258, 2024 06.
Artículo en Inglés | MEDLINE | ID: mdl-38537680

RESUMEN

This systematic review examines the role of dosimetric parameters in predicting temporal lobe necrosis (TLN) risk in nasopharyngeal carcinoma (NPC) patients treated with three-dimensional conformal RT (3D-CRT), intensity-modulated radiation therapy (IMRT) and volumetric modulated arc therapy (VMAT). TLN is a serious late complication that can adversely affect the quality of life of NPC patients. Understanding the relationship between dosimetric parameters and TLN can guide treatment planning and minimize radiation-related complications. A comprehensive search identified relevant studies published up to July 2023. Studies reporting on dosimetric parameters and TLN in NPC patients undergoing 3D-CRT, IMRT, and VMAT were included. TLN incidence, follow-up duration, and correlation with dosimetric parameters of the temporal lobe were analyzed. The review included 30 studies with median follow-up durations ranging from 28 to 110 months. The crude incidence of TLN varied from 2.3 % to 47.3 % and the average crude incidence of TLN is approximately 14 %. Dmax and D1cc emerged as potential predictors of TLN in 3D-CRT and IMRT-treated NPC patients. Threshold values of >72 Gy for Dmax and >62 Gy for D1cc were associated with increased TLN risk. However, other factors should also be considered, including host characteristics, tumor-specific features and therapeutic factors. In conclusion, this systematic review highlights the significance of dosimetric parameters, particularly Dmax and D1cc, in predicting TLN risk in NPC patients undergoing 3D-CRT, IMRT, and VMAT. The findings provide valuable insights that can help in developing optimal treatment planning strategies and contribute to the development of clinical guidelines in this field.


Asunto(s)
Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Necrosis , Traumatismos por Radiación , Radioterapia de Intensidad Modulada , Lóbulo Temporal , Humanos , Carcinoma Nasofaríngeo/radioterapia , Carcinoma Nasofaríngeo/patología , Lóbulo Temporal/efectos de la radiación , Lóbulo Temporal/patología , Necrosis/etiología , Traumatismos por Radiación/etiología , Traumatismos por Radiación/patología , Neoplasias Nasofaríngeas/radioterapia , Neoplasias Nasofaríngeas/patología , Radioterapia de Intensidad Modulada/efectos adversos , Radioterapia de Intensidad Modulada/métodos , Dosificación Radioterapéutica , Radioterapia Conformacional/efectos adversos , Radioterapia Conformacional/métodos
6.
Cancer Radiother ; 25(8): 786-789, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-33903008

RESUMEN

Cranial radiotherapy (CRT) is used to treat a large variety of benign and malignant disorders. We present two cases of late neurological complications after CRT and briefly discuss its diagnosis and their shared pathophysiological aspects. The first case is a patient with cognitive impairment associated to mineralizing microangiopathy ten years after CRT for nasopharyngeal carcinoma and the second one is a woman with Stroke-like Migraine Attacks after Radiation Therapy (SMART) syndrome two years after CRT for anaplastic meningioma. Nowadays, higher survival rates might cause an increase in appearance of late neurological complications after CTR. These reported cases show that late complications can mimic a wide variety of neurological conditions and the importance of magnetic resonance image (MRI) to get a diagnosis.


Asunto(s)
Enfermedades de los Pequeños Vasos Cerebrales/etiología , Irradiación Craneana/efectos adversos , Trastornos Migrañosos/etiología , Accidente Cerebrovascular/etiología , Tronco Encefálico/diagnóstico por imagen , Tronco Encefálico/efectos de la radiación , Enfermedades de los Pequeños Vasos Cerebrales/diagnóstico por imagen , Femenino , Humanos , Masculino , Neoplasias Meníngeas/diagnóstico por imagen , Neoplasias Meníngeas/radioterapia , Meningioma/diagnóstico por imagen , Meningioma/radioterapia , Persona de Mediana Edad , Carcinoma Nasofaríngeo/radioterapia , Neoplasias Nasofaríngeas/radioterapia , Órganos en Riesgo/efectos de la radiación , Síndrome , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación , Factores de Tiempo
7.
Cancer Radiother ; 25(1): 62-71, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-33414057

RESUMEN

PURPOSE: Nasopharyngeal carcinoma (NPC) radiotherapy (RT) irradiates parts of the brain which may cause cerebral tissue changes. This study aimed to systematically review the brain microstructure changes using MRI-based measures, diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI) and voxel-based morphometry (VBM) and the impact of dose and latency following RT. METHODS: PubMed and Scopus databases were searched based on PRISMA guideline to determine studies focusing on changes following NPC RT. RESULTS: Eleven studies fulfilled the inclusion criteria. Microstructural changes occur most consistently in the temporal region. The changes were correlated with latency in seven studies; fractional anisotropy (FA) and gray matter (GM) volume remained low even after a longer period following RT and areas beyond irradiation site with reduced FA and GM measures. For dosage, only one study showed correlation, thus requiring further investigations. CONCLUSION: DTI, DKI and VBM may be used as a surveillance tool in detecting brain microstructural changes of NPC patients which correlates to latency and brain areas following RT.


Asunto(s)
Encéfalo/efectos de la radiación , Imagen por Resonancia Magnética , Carcinoma Nasofaríngeo/radioterapia , Neoplasias Nasofaríngeas/radioterapia , Encéfalo/diagnóstico por imagen , Encéfalo/ultraestructura , Imagen de Difusión Tensora , Humanos , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación , Lóbulo Temporal/ultraestructura
8.
PLoS One ; 15(11): e0242941, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33253319

RESUMEN

Word-production theories argue that during language production, a concept activates multiple lexical candidates in left temporal cortex, and the intended word is selected from this set. Evidence for theories on spoken-word production comes, for example, from the picture-word interference task, where participants name pictures superimposed by congruent (e.g., picture: rabbit, distractor "rabbit"), categorically related (e.g., distractor "sheep"), or unrelated (e.g., distractor "fork") words. Typically, whereas congruent distractors facilitate naming, related distractors slow down picture naming relative to unrelated distractors, resulting in semantic interference. However, the neural correlates of semantic interference are debated. Previous neuroimaging studies have shown that the left mid-to-posterior STG (pSTG) is involved in the interference associated with semantically related distractors. To probe the functional relevance of this area, we targeted the left pSTG with focal repetitive transcranial magnetic stimulation (rTMS) while subjects performed a picture-word interference task. Unexpectedly, pSTG stimulation did not affect the semantic interference effect but selectively increased the congruency effect (i.e., faster naming with congruent distractors). The facilitatory TMS effect selectively occurred in the more difficult list with an overall lower name agreement. Our study adds new evidence to the causal role of the left pSTG in the interaction between picture and distractor representations or processing streams, only partly supporting previous neuroimaging studies. Moreover, the observed unexpected condition-specific facilitatory rTMS effect argues for an interaction of the task- or stimulus-induced brain state with the modulatory TMS effect. These issues should be systematically addressed in future rTMS studies on language production.


Asunto(s)
Reconocimiento Visual de Modelos/fisiología , Lóbulo Temporal/efectos de la radiación , Estimulación Magnética Transcraneal/métodos , Área de Wernicke/fisiología , Adulto , Animales , Atención/efectos de la radiación , Femenino , Humanos , Lenguaje , Reconocimiento Visual de Modelos/efectos de la radiación , Conejos , Tiempo de Reacción/efectos de la radiación , Habla/efectos de la radiación , Área de Wernicke/efectos de la radiación
9.
Int J Radiat Oncol Biol Phys ; 108(5): 1218-1228, 2020 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-32712255

RESUMEN

PURPOSE: Our purpose was to investigate the association between imaging biomarkers of radiation-induced white matter (WM) injury within perisylvian regions and longitudinal language decline in patients with brain tumors. METHODS AND MATERIALS: Patients with primary brain tumors (n = 44) on a prospective trial underwent brain magnetic resonance imaging, diffusion-weighted imaging, and language assessments of naming (Boston Naming Test [BNT]) and fluency (Delis-Kaplan Executive Function System Category Fluency [DKEFS-CF]) at baseline and 3, 6, and 12 months after fractionated radiation therapy (RT). Reliable change indices of language function (0-6 months), accounting for practice effects (RCI-PE), evaluated decline. Bilateral perisylvian WM regions (superficial WM subadjacent to Broca's area and the superior temporal gyrus [STG], inferior longitudinal fasciculus [ILF], inferior fronto-occipital fasciculus [IFOF], and arcuate fasciculus) were autosegmented. We quantified volume and diffusion measures of WM microstructure: fractional anisotropy (FA; lower values indicate disruption) and mean diffusivity (MD; higher values indicate injury). Linear mixed-effects models assessed mean dose as predictor of imaging biomarker change and imaging biomarkers as longitudinal predictors of language scores. RESULTS: DKEFS-CF scores declined at 6 months post-RT (RCI-PE, -0.483; P = .01), whereas BNT scores improved (RCI-PE, 0.262; P = .04). Higher mean dose to left and right regions was predictive of decreased volume (left-STG, P = .02; right-ILF and IFOF, P = .03), decreased FA (left-WM tracts, all P < .01; right-STG and IFOF, P < .02), and increased MD of left-WM tracts (all P < .03). Volume loss within left-Broca's area (P = .01), left-ILF (P = .01), left-IFOF (P = .01), and left-arcuate fasciculus (P = .04) was associated with lower BNT scores. Lower FA correlated with poorer DKEFS-CF and BNT scores within left-ILF (P = .02, not significant), left-IFOF (P = .02, .04), and left-arcuate fasciculus (P = .01, .01), respectively. Poorer DKEFS-CF scores correlated with increased MD values within the left-arcuate fasciculus (P = .03). Right-sided biomarkers did not correlate with language scores. CONCLUSIONS: Patients with primary brain tumors experience language fluency decline post-RT. Poorer fluency and naming function may be explained by microstructural injury to left-sided perisylvian WM, representing potential dose-avoidance targets for language preservation.


Asunto(s)
Neoplasias Encefálicas/radioterapia , Irradiación Craneana/efectos adversos , Trastornos del Lenguaje/etiología , Traumatismos por Radiación/complicaciones , Sustancia Blanca/efectos de la radiación , Adulto , Anciano , Área de Broca/diagnóstico por imagen , Área de Broca/efectos de la radiación , Acueducto del Mesencéfalo/diagnóstico por imagen , Acueducto del Mesencéfalo/efectos de la radiación , Imagen de Difusión por Resonancia Magnética/métodos , Fraccionamiento de la Dosis de Radiación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Traumatismos por Radiación/diagnóstico por imagen , Subtálamo/diagnóstico por imagen , Subtálamo/efectos de la radiación , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación , Factores de Tiempo , Sustancia Blanca/diagnóstico por imagen , Adulto Joven
10.
BMC Cancer ; 20(1): 502, 2020 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-32487085

RESUMEN

BACKGROUND: Early radiation-induced temporal lobe injury (RTLI) diagnosis in nasopharyngeal carcinoma (NPC) is clinically challenging, and prediction models of RTLI are lacking. Hence, we aimed to develop radiomic models for early detection of RTLI. METHODS: We retrospectively included a total of 242 NPC patients who underwent regular follow-up magnetic resonance imaging (MRI) examinations, including contrast-enhanced T1-weighted and T2-weighted imaging. For each MRI sequence, four non-texture and 10,320 texture features were extracted from medial temporal lobe, gray matter, and white matter, respectively. The relief and 0.632 + bootstrap algorithms were applied for initial and subsequent feature selection, respectively. Random forest method was used to construct the prediction model. Three models, 1, 2 and 3, were developed for predicting the results of the last three follow-up MRI scans at different times before RTLI onset, respectively. The area under the curve (AUC) was used to evaluate the performance of models. RESULTS: Of the 242 patients, 171 (70.7%) were men, and the mean age of all the patients was 48.5 ± 10.4 years. The median follow-up and latency from radiotherapy until RTLI were 46 and 41 months, respectively. In the testing cohort, models 1, 2, and 3, with 20 texture features derived from the medial temporal lobe, yielded mean AUCs of 0.830 (95% CI: 0.823-0.837), 0.773 (95% CI: 0.763-0.782), and 0.716 (95% CI: 0.699-0.733), respectively. CONCLUSION: The three developed radiomic models can dynamically predict RTLI in advance, enabling early detection and allowing clinicians to take preventive measures to stop or slow down the deterioration of RTLI.


Asunto(s)
Lesiones Encefálicas/diagnóstico , Interpretación de Imagen Asistida por Computador/métodos , Aprendizaje Automático , Carcinoma Nasofaríngeo/radioterapia , Neoplasias Nasofaríngeas/radioterapia , Traumatismos por Radiación/diagnóstico , Adulto , Cuidados Posteriores , Algoritmos , Lesiones Encefálicas/etiología , Femenino , Humanos , Estudios Longitudinales , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Modelos Biológicos , Valor Predictivo de las Pruebas , Curva ROC , Traumatismos por Radiación/etiología , Estudios Retrospectivos , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación
11.
Radiat Oncol ; 15(1): 112, 2020 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-32414378

RESUMEN

Radiation-induced temporal lobe necrosis (TLN) is one of the late post-radiotherapy complications in nasopharyngeal cancer (NPC) patients. Since NPC is common to have skull base infiltration, irradiation of the temporal lobes is inevitable despite the use of the more advanced intensity-modulated radiotherapy (IMRT). Moreover, the diagnosis and treatment of TLN remain challenging. In this review, we discuss the diagnosis of TLN with conventional and advanced imaging modalities, onset and predictive parameters of TLN development, the impact of IMRT on TLN in terms of incidence and dosimetric analyzes, and the recent advancements in the treatment of TLN.


Asunto(s)
Neoplasias Nasofaríngeas/radioterapia , Traumatismos por Radiación/patología , Radioterapia de Intensidad Modulada/efectos adversos , Lóbulo Temporal/patología , Lóbulo Temporal/efectos de la radiación , Irradiación Craneana/efectos adversos , Humanos , Necrosis/diagnóstico , Necrosis/etiología , Necrosis/patología , Traumatismos por Radiación/diagnóstico
12.
Radiother Oncol ; 142: 140-146, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31472997

RESUMEN

BACKGROUND AND PURPOSE: Reducing radiation exposure to the temporal lobes could be beneficial to preserve cognitive function in paediatric brain tumour patients. The distribution of doses to brain substructures associated with cognition (BSCs) both within and outside of the temporal lobe have not been reported. The aim of this study was therefore to investigate temporal lobe sparing photon vs. proton therapy for paediatric suprasellar tumours. MATERIAL AND METHODS: Data from ten anonymized craniopharyngioma patients were used in this study. Temporal lobe sparing volumetric modulated arc therapy (VMAT) and pencil beam scanning (PBS) proton therapy plans were optimized to maintain consistent target metrics as in the delivered double scattering proton therapy (DSPT) plans. Thirty BSCs were delineated, including temporal lobe substructures (i.e. amygdala, hippocampus, entorhinal cortex). The dose/volume fractions to each BSC were analysed, and intelligence quotient (IQ) as well as memory scores were estimated to compare the different modalities. RESULTS: The exposed volumes of the temporal lobes and their substructures were consistently reduced with PBS compared to DSPT and VMAT, e.g. the left hippocampus V10Gy from 100% (VMAT) or 41% (DSPT) to 5% with PBS (p = 0.002). Some of the ventricular substructures were better spared with VMAT compared to both proton modalities. The reduced doses to the temporal lobes achieved with PBS translated into improved predicted memory outcomes, but not for the estimated IQ. CONCLUSION: The irradiated volumes of temporal lobe BSCs were consistently the lowest with PBS, whereas the model-based estimates of cognitive outcomes were less consistent.


Asunto(s)
Cognición/efectos de la radiación , Craneofaringioma/radioterapia , Fotones/uso terapéutico , Neoplasias Hipofisarias/radioterapia , Terapia de Protones/métodos , Planificación de la Radioterapia Asistida por Computador/métodos , Lóbulo Temporal/efectos de la radiación , Niño , Disfunción Cognitiva/etiología , Disfunción Cognitiva/prevención & control , Femenino , Humanos , Masculino , Traumatismos por Radiación/etiología , Traumatismos por Radiación/prevención & control , Dosificación Radioterapéutica , Radioterapia de Intensidad Modulada
13.
Elife ; 82019 10 23.
Artículo en Inglés | MEDLINE | ID: mdl-31644424

RESUMEN

Recent longitudinal neuroimaging studies in patients with electroconvulsive therapy (ECT) suggest local effects of electric stimulation (lateralized) occur in tandem with global seizure activity (generalized). We used electric field (EF) modeling in 151 ECT treated patients with depression to determine the regional relationships between EF, unbiased longitudinal volume change, and antidepressant response across 85 brain regions. The majority of regional volumes increased significantly, and volumetric changes correlated with regional electric field (t = 3.77, df = 83, r = 0.38, p=0.0003). After controlling for nuisance variables (age, treatment number, and study site), we identified two regions (left amygdala and left hippocampus) with a strong relationship between EF and volume change (FDR corrected p<0.01). However, neither structural volume changes nor electric field was associated with antidepressant response. In summary, we showed that high electrical fields are strongly associated with robust volume changes in a dose-dependent fashion.


Asunto(s)
Depresión/terapia , Terapia Electroconvulsiva/efectos adversos , Adulto , Anciano , Amígdala del Cerebelo/diagnóstico por imagen , Amígdala del Cerebelo/efectos de los fármacos , Amígdala del Cerebelo/patología , Amígdala del Cerebelo/efectos de la radiación , Antidepresivos/uso terapéutico , Mapeo Encefálico , Depresión/diagnóstico por imagen , Depresión/patología , Radiación Electromagnética , Femenino , Hipocampo/diagnóstico por imagen , Hipocampo/efectos de los fármacos , Hipocampo/patología , Hipocampo/efectos de la radiación , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Tamaño de los Órganos/efectos de los fármacos , Tamaño de los Órganos/efectos de la radiación , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de los fármacos , Lóbulo Temporal/patología , Lóbulo Temporal/efectos de la radiación
14.
Int J Radiat Oncol Biol Phys ; 105(4): 773-783, 2019 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-31408667

RESUMEN

PURPOSE: We used quantitative magnetic resonance imaging to prospectively analyze the association between microstructural damage to memory-associated structures within the medial temporal lobe and longitudinal memory performance after brain radiation therapy (RT). METHODS AND MATERIALS: Patients with a primary brain tumor receiving fractionated brain RT were enrolled on a prospective trial (n = 27). Patients underwent high-resolution volumetric brain magnetic resonance imaging, diffusion-weighted imaging, and neurocognitive testing before and 3, 6, and 12 months post-RT. Medial temporal lobe regions (hippocampus; entorhinal, parahippocampal, and temporal pole white matter [WM]) were autosegmented, quantifying volume and diffusion biomarkers of WM integrity (mean diffusivity [MD]; fractional anisotropy [FA]). Reliable change indices measured changes in verbal (Hopkins Verbal Learning Test-Revised) and visuospatial (Brief Visuospatial Memory Test-Revised [BVMT-R]) memory. Linear mixed-effects models assessed longitudinal associations between imaging parameters and memory. RESULTS: Visuospatial memory significantly declined at 6 months post-RT (mean reliable change indices, -1.3; P = .012). Concurrent chemotherapy and seizures trended toward a significant association with greater decline in visuospatial memory (P = .053 and P = .054, respectively). Higher mean dose to the left temporal pole WM was significantly associated with decreased FA (r = -0.667; P = .002). Over all time points, smaller right hippocampal volume (P = .021), lower right entorhinal FA (P = .023), greater right entorhinal MD (P = .047), and greater temporal pole MD (BVMT-R total recall, P = .003; BVMT-R delayed recall, P = .042) were associated with worse visuospatial memory. The interaction between right entorhinal MD (BVMT-R total recall, P = .021; BVMT-R delayed recall, P = .004) and temporal pole FA (BVMT-R delayed recall, P = .024) significantly predicted visuospatial memory performance. CONCLUSIONS: Brain tumor patients exhibited visuospatial memory decline post-RT. Microstructural damage to critical memory regions, including the hippocampus and medial temporal lobe WM, were associated with post-RT memory decline. The integrity of medial temporal lobe structures is critical to memory performance post-RT, representing possible avoidance targets for memory preservation.


Asunto(s)
Neoplasias Encefálicas/radioterapia , Irradiación Craneana/efectos adversos , Trastornos de la Memoria/etiología , Memoria/efectos de la radiación , Traumatismos por Radiación/complicaciones , Lóbulo Temporal/efectos de la radiación , Adulto , Anciano , Agnosia/diagnóstico , Agnosia/etiología , Anisotropía , Antineoplásicos/efectos adversos , Neoplasias Encefálicas/tratamiento farmacológico , Irradiación Craneana/métodos , Imagen de Difusión por Resonancia Magnética/métodos , Fraccionamiento de la Dosis de Radiación , Corteza Entorrinal/diagnóstico por imagen , Corteza Entorrinal/efectos de la radiación , Femenino , Neuroimagen Funcional , Hipocampo/diagnóstico por imagen , Hipocampo/efectos de la radiación , Humanos , Masculino , Trastornos de la Memoria/diagnóstico , Recuerdo Mental/efectos de los fármacos , Recuerdo Mental/efectos de la radiación , Persona de Mediana Edad , Pruebas Neuropsicológicas , Estudios Prospectivos , Convulsiones/complicaciones , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/efectos de la radiación , Adulto Joven
15.
Biomed Res Int ; 2019: 4589056, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31467892

RESUMEN

OBJECTIVE: To evaluate and compare the effects of repetitive transcranial magnetic stimulation (rTMS) over the right pars triangularis of the posterior inferior frontal gyrus (pIFG) and the right posterior superior temporal gyrus (pSMG) in global aphasia following subacute stroke. METHODS: Fifty-four patients with subacute poststroke global aphasia were randomized to 15-day protocols of 20-minute inhibitory 1 Hz rTMS over either the right triangular part of the pIFG (the rTMS-b group) or the right pSTG (the rTMS-w group) or to sham stimulation, followed by 30 minutes of speech and language therapy. Language outcomes were assessed by aphasia quotient (AQ) scores obtained from the Chinese version of the Western Aphasia Battery (WAB) at baseline and immediately after 3 weeks (15 days) of experimental treatment. RESULTS: Forty-five patients completed the entire study. The primary outcome measures include the changes in WAB-AQ score, spontaneous speech, auditory comprehension, and repetition. These measures indicated significant main effect between the baseline of the rTMS-w, rTMS-b, and sham groups and immediately after stimulation (P<0.05). Compared with the sham group, the increases were significant for auditory comprehension, repetition, and AQ in the rTMS-w group (P<0.05), whereas the changes in repetition, spontaneous speech, and AQ tended to be higher in the rTMS-b group (P<0.05). CONCLUSIONS: Inhibitory rTMS targeting the right pIFG and pSTG can be an effective treatment for subacute stroke patients with global aphasia. The effect of rTMS may depend on the stimulation site. Low-frequency rTMS inhibited the right pSTG and significantly improved language recovery in terms of auditory comprehension and repetition, whereas LF-rTMS inhibited the right pIFG, leading to apparent changes in spontaneous speech and repetition.


Asunto(s)
Afasia/terapia , Accidente Cerebrovascular/terapia , Lóbulo Temporal/fisiopatología , Estimulación Magnética Transcraneal , Anciano , Afasia/complicaciones , Afasia/fisiopatología , Femenino , Humanos , Lenguaje , Masculino , Persona de Mediana Edad , Habla/efectos de la radiación , Logopedia/métodos , Accidente Cerebrovascular/complicaciones , Accidente Cerebrovascular/fisiopatología , Rehabilitación de Accidente Cerebrovascular , Lóbulo Temporal/efectos de la radiación , Resultado del Tratamiento
17.
Anticancer Res ; 39(6): 3067-3070, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31177150

RESUMEN

We report a rare case of primary intracranial alveolar rhabdomyosarcoma (ARMS) in the right temporal lobe of a 51-year-old male. ARMS is one of 3 histological subtypes of rhabdomyosarcoma that most commonly presents in older children and younger adults. To our knowledge, there have been no prior published reports of primary intracranial ARMS in adults. Known cases of intracranial ARMS in adults are due to central nervous system (CNS) metastases from the head and neck and extremities. Diagnostic workup did not reveal any primary source outside the CNS. Given that risk factors for ARMS have not been studied in adults, it is difficult to ascertain what aspects of this patient's clinical history may have contributed to his diagnosis. Interestingly, he had prior history of traumatic brain injury requiring evacuation of a right fronto-temporal intraparenchymal hematoma.


Asunto(s)
Neoplasias Encefálicas/patología , Rabdomiosarcoma Alveolar/patología , Lóbulo Temporal/patología , Biomarcadores de Tumor/análisis , Lesiones Traumáticas del Encéfalo/complicaciones , Neoplasias Encefálicas/química , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/etiología , Progresión de la Enfermedad , Resultado Fatal , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Rabdomiosarcoma Alveolar/química , Rabdomiosarcoma Alveolar/diagnóstico por imagen , Rabdomiosarcoma Alveolar/etiología , Factores de Riesgo , Lóbulo Temporal/química , Lóbulo Temporal/diagnóstico por imagen , Lóbulo Temporal/efectos de la radiación , Factores de Tiempo , Tomografía Computarizada por Rayos X , Resultado del Tratamiento
18.
Int J Radiat Oncol Biol Phys ; 104(4): 852-858, 2019 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-30940528

RESUMEN

PURPOSE: We reviewed the outcomes of a retrospective germinoma cohort and analyzed radiation therapy plans to determine dosimetric differences for critical structures. METHODS AND MATERIALS: Data from pediatric patients treated with photon radiation for intracranial germinoma were analyzed for clinical outcomes and dosimetry to critical structures, with particular interest in the temporal ventricular horns (TVHs). A consensus contour was generated for TVH-sparing ventricular clinical target volumes (CTVs) via deformable image registration. RESULTS: Twelve and 10 patients had their TVHs included or excluded in their ventricular CTVs, respectively. All patients were living at the time of analysis. One patient relapsed in the fourth ventricle, which had been omitted from the radiation therapy field. Mean dose was significantly lower to the hippocampi (Δ = -578 cGy, P = .0016) and temporal lobes (Δ = -599 cGy, P = .0007) in the TVH-excluded cohort compared with those with TVHs included in the treatment field. CONCLUSIONS: Exclusion of the TVHs from the CTV results in significant dose sparing to the hippocampi and temporal lobes. Clinical outcomes remain excellent with no deaths and no TVH failures. Exclusion of TVHs from the ventricular CTV in germinoma requires prospective study.


Asunto(s)
Neoplasias Encefálicas/radioterapia , Germinoma/radioterapia , Ventrículos Laterales/efectos de la radiación , Tratamientos Conservadores del Órgano , Lóbulo Temporal/efectos de la radiación , Adolescente , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Encefálicas/tratamiento farmacológico , Femenino , Germinoma/tratamiento farmacológico , Humanos , Masculino , Dosificación Radioterapéutica , Estudios Retrospectivos , Resultado del Tratamiento
19.
Radiat Oncol ; 14(1): 42, 2019 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-30866964

RESUMEN

PURPOSE: To develop and validate a quantitative complication model of temporal lobe necrosis (TLN). To analyze the effect of clinical and dosimetric factors on TLN. PATIENTS AND METHODS: In this study the prediction model was developed in a training cohort that consisted of 256 nasopharyngeal carcinoma (NPC) patients from January 2009 to December 2009. Dosimetric and clinical factors were extracted for model building. Dosimetric factors including the maximum dose, minimum dose, mean dose, dose covering specific volume and dose of percentage volume. Clinical factors include age, gender, T/N-stage, overall stage, diabetes and hypertension. LASSO (least absolute shrinkage and selection operator) regression model was used for feature selection, and prediction model building. A testing cohort containing 493 consecutive patients from January 2010 to December 2010 was used for model validation. The performance of the prediction model was assessed with respect to its calibration, discrimination. RESULTS: The prediction model, which consisted of two dosimetric features (D0.5cc and D10), is significantly associated with LN status (P < .001 for both training and testing cohorts). None of clinical factors show direct prediction value. The model shows good discrimination, with a C-index of 0.685 (95% CI: 0.6048-0.765) on testing set, and a consistent trend in calibration on testing set. CONCLUSION: This study presents a prediction model can be conveniently used to facilitate the individualized prediction of TLN in patients with NPC. Clinical factors have no direct impact on TLN.


Asunto(s)
Modelos Estadísticos , Carcinoma Nasofaríngeo/radioterapia , Necrosis , Traumatismos por Radiación/patología , Planificación de la Radioterapia Asistida por Computador/métodos , Radioterapia de Intensidad Modulada/efectos adversos , Lóbulo Temporal/patología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Carcinoma Nasofaríngeo/patología , Órganos en Riesgo/efectos de la radiación , Pronóstico , Traumatismos por Radiación/etiología , Dosificación Radioterapéutica , Lóbulo Temporal/efectos de la radiación
20.
Radiat Oncol ; 14(1): 31, 2019 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-30736809

RESUMEN

BACKGROUND: In patients with T4 nasopharyngeal carcinoma (NPC), death may occur prior to the occurrence of temporal lobe injury (TLI). Because such competing risk death precludes the occurrence of TLI and thus the competing risk analysis should be applied to TLI research. The aim was to investigate the incidence and predictive factors of TLI after intensity-modulated radiotherapy (IMRT) among T4 NPC patients. METHODS: From March 2008 to December 2014, T4 NPC patients treated with full-course radical IMRT at our center were reviewed retrospectively. A nested case-control study was designed for this cohort of patients. The cases were patients with TLI diagnosed by MRI during the follow-up period, and the controls were patients without TLI after IMRT matched 1:1 to each case by gender, age at diagnosis, intercranial involvement, and follow-up time. The end point was time to TLI or death without prior TLI. We analyzed the cumulative incidence function (CIF) and performed a competing risk regression model to identify the predictors of TLI. RESULTS: With a median follow-up of 40.1 months, 63 patients (63/506, 12.5%) developed TLI as diagnosed by MRI, and 136 deaths occurred during the period. The cumulative incidence of TLI at 5 years was 13.2%, while 26.7% died without prior TLI. The univariate analysis showed that all selected dosimetric parameters were associated with the occurrence of TLI. On multivariate analysis, D1cc and V20 remained statistically significant. Based on the area-under-the-curve (AUC) values, D1cc was considered the most predictive. The patients with D1cc > 71.14 Gy had a 7.920-fold increased risk of TLI compared with those with D1cc ≤71.14 Gy (P < 0.05). Similarly, V20 > 42.22 cc was found to result in a statistically significant higher risk of TLI (subdistribution hazard ratio [sHR] =3.123, P < 0.05). CONCLUSIONS: TL D1cc and V20 were predictive of TLI after IMRT for T4 NPC. They should be considered as first and second priorities of dose constraints of the TL. D1cc ≤71.14 Gy and V20 ≤ 42.22 cc could be useful dose-volume constraints for reducing the occurrence of TLI during IMRT treatment planning without obviously compromising the tumor coverage.


Asunto(s)
Carcinoma Nasofaríngeo/radioterapia , Neoplasias Nasofaríngeas/radioterapia , Traumatismos por Radiación/epidemiología , Radioterapia de Intensidad Modulada/efectos adversos , Lóbulo Temporal/efectos de la radiación , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Irradiación Craneana/efectos adversos , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Carcinoma Nasofaríngeo/mortalidad , Neoplasias Nasofaríngeas/mortalidad , Traumatismos por Radiación/etiología , Radiometría , Radioterapia de Intensidad Modulada/métodos , Estudios Retrospectivos , Adulto Joven
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