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1.
Neurosurg Rev ; 47(1): 591, 2024 Sep 11.
Artigo em Inglês | MEDLINE | ID: mdl-39259374

RESUMO

Neurovascular compression syndrome (NVCS), characterized by cranial nerve compression due to adjacent blood vessels at the root entry zone, frequently presents as trigeminal neuralgia (TN), hemifacial spasm (HFS), or glossopharyngeal neuralgia (GN). Despite its prevalence in NVCS assessment, Magnetic Resonance Tomographic Angiography (MRTA)'s limited sensitivity to small vessels and veins poses challenges. This study aims to refine vessel localization and surgical planning for NVCS patients using a novel 3D multimodal fusion imaging (MFI) technique incorporating computed tomography angiography and venography (CTA/CTV). A retrospective analysis was conducted on 76 patients who underwent MVD surgery and were diagnosed with single-site primary TN, HFS, or GN. Imaging was obtained from MRTA and CTA/CTV sequences, followed by image processing and 3D-MFI using FastSurfer and 3DSlicer. The CTA/CTV-3D-MFI showed higher sensitivity than MRTA-3D-MFI in predicting responsible vessels (98.6% vs. 94.6%) and NVC severity (98.6% vs. 90.8%). Kappa coefficients revealed strong agreement with MRTA-3D-MFI (0.855 for vessels, 0.835 for NVC severity) and excellent agreement with CTA/CTV-3D-MFI (0.951 for vessels, 0.952 for NVC). Resident neurosurgeons significantly preferred CTA/CTV-3D-MFI due to its better correlation with surgical reality, clearer depiction of surgical anatomy, and optimized visualization of approaches (p < 0.001). Implementing CTA/CTV-3D-MFI significantly enhanced diagnostic accuracy and surgical planning for NVCS, outperforming MRTA-3D-MFI in identifying responsible vessels and assessing NVC severity. This innovative imaging modality can potentially improve outcomes by guiding safer and more targeted surgeries, particularly in cases where MRTA may not adequately visualize crucial neurovascular structures.


Assuntos
Angiografia por Tomografia Computadorizada , Angiografia por Ressonância Magnética , Cirurgia de Descompressão Microvascular , Síndromes de Compressão Nervosa , Neuralgia do Trigêmeo , Humanos , Cirurgia de Descompressão Microvascular/métodos , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Síndromes de Compressão Nervosa/cirurgia , Síndromes de Compressão Nervosa/diagnóstico por imagem , Adulto , Estudos Retrospectivos , Neuralgia do Trigêmeo/cirurgia , Neuralgia do Trigêmeo/diagnóstico por imagem , Angiografia por Ressonância Magnética/métodos , Angiografia por Tomografia Computadorizada/métodos , Espasmo Hemifacial/cirurgia , Espasmo Hemifacial/diagnóstico por imagem , Imageamento Tridimensional/métodos , Doenças do Nervo Glossofaríngeo/cirurgia , Idoso de 80 Anos ou mais , Flebografia/métodos
2.
Invest Ophthalmol Vis Sci ; 65(11): 17, 2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-39250118

RESUMO

Purpose: Perfusion-weighted imaging (PWI; magnetic resonance imaging [MRI]) has been shown to provide valuable biological tumor information in uveal melanoma (UM). Clinically used semiquantitative methods do not account for tumor pigmentation and eye movement. We hypothesize that a quantitative PWI method that incorporates these, provides a more accurate description of tumor perfusion than the current clinical method. The aim of this study was to test this in patients with UM before and after radiotherapy. Methods: Perfusion-weighted 3T MRIs were retrospectively analyzed in 47 patients with UM before and after radiotherapy. Tofts pharmacokinetic modeling was performed to determine vascular permeability (Ktrans), extracellular extravascular space (ve), and reflux rate (kep). These were compared with semiquantitative clinical parameters including peak intensity and outflow percentage. Results: The effect of tumor pigmentation on peak intensity and outflow percentage was statistically significant (P < 0.01) and relative peak intensity was significantly different between melanotic and amelanotic tumors (1.5 vs. 1.9, P < 0.01). Before radiotherapy, median tumor Ktrans was 0.63 min-1 (range = 0.06-1.42 min-1), median ve was 0.23 (range = 0.09-0.63), and median kep was 2.3 min-1 (range = 0.6-5.0 min-1). After radiotherapy, 85% showed a decrease in Ktrans and kep (P < 0.01). Changes in tumor pigmentation before and after radiotherapy were small and not significant (median increase in T1 of 33 ms, P = 0.55). Conclusions: Quantitative PWI parameters decreased significantly after radiotherapy and can therefore can serve as an early biomarker for treatment response assessment. However, due to the nonsignificant changes in tumor pigmentation before and after radiotherapy, the current semiquantitative method appears to be sufficiently sensitive for detection of changes in tumor perfusion.


Assuntos
Melanoma , Neoplasias Uveais , Humanos , Neoplasias Uveais/radioterapia , Neoplasias Uveais/diagnóstico por imagem , Melanoma/diagnóstico por imagem , Melanoma/radioterapia , Masculino , Feminino , Estudos Retrospectivos , Pessoa de Meia-Idade , Idoso , Adulto , Idoso de 80 Anos ou mais , Angiografia por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/métodos
3.
BMC Cancer ; 24(1): 1139, 2024 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-39267002

RESUMO

BACKGROUND: MR perfusion is a standard marker to distinguish progression and therapy-associated changes after surgery and radiochemotherapy for glioblastoma. TRAMs (Treatment Response Assessment Maps) were introduced, which are intended to facilitate the differentiation of vital tumor cells and radiation necrosis by means of late (20-90 min) contrast clearance and enhancement. The differences of MR perfusion and late-enhancement are not fully understood yet. METHODS: We have implemented and established a fully automated creation of rapid wash-out (15-20 min interval) maps in our clinic. We included patients with glioblastoma, CNS lymphoma or brain metastases who underwent our MR protocol with MR perfusion and rapid wash-out between 01/01/2024 and 30/06/2024. Since both wash-out and hyperperfusion are intended to depict the active tumor area, this study involves a quantitative and qualitative comparison of both methods. For this purpose, we volumetrically measured rCBV (relative cerebral blood volume) maps and rapid wash-out maps separately (two raters). Additionally, we rated the agreement between both maps on a Likert scale (0-10). RESULTS: Thirty-two patients were included in the study: 15 with glioblastoma, 7 with CNS lymphomas and 10 with brain metastasis. We calculated 36 rapid wash-out maps (9 initial diagnosis, 27 follow-up). Visual agreement of MR perfusion with rapid wash-out by rating were found in 44 ± 40% for initial diagnosis, and 75 ± 31% for follow-up. We found a strong correlation (Pearson coefficient 0.92, p < 0.001) between the measured volumes of MR perfusion and rapid wash-out. The measured volumes of MR perfusion and rapid wash-out did not differ significantly. Small lesions were often not detected by MR perfusion. Nevertheless, the measured volumes showed no significant differences in this small cohort. CONCLUSIONS: Rapid wash-out calculation is a simple tool that provides new information and, when used in conjunction with MR perfusion, may increase diagnostic accuracy. The method shows promising results, particularly in the evaluation of small lesions.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Humanos , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/secundário , Neoplasias Encefálicas/patologia , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Glioblastoma/diagnóstico por imagem , Glioblastoma/patologia , Adulto , Imageamento por Ressonância Magnética/métodos , Linfoma/diagnóstico por imagem , Linfoma/patologia , Angiografia por Ressonância Magnética/métodos , Meios de Contraste
4.
Radiology ; 312(3): e240575, 2024 09.
Artigo em Inglês | MEDLINE | ID: mdl-39225608

RESUMO

Background Neoadjuvant chemoimmunotherapy (NACI) has significantly increased the rate of pathologic complete response (pCR) in patients with early-stage triple-negative breast cancer (TNBC), although predictors of response to this regimen have not been identified. Purpose To investigate pretreatment perfusion MRI-based radiomics as a predictive marker for pCR in patients with TNBC undergoing NACI. Materials and Methods This prospective study enrolled women with early-stage TNBC who underwent NACI at two different centers from August 2021 to July 2023. Pretreatment dynamic contrast-enhanced MRI scans obtained using scanners from multiple vendors were analyzed using the Tofts model to segment tumors and analyze pharmacokinetic parameters. Radiomics features were extracted from the rate constant for contrast agent plasma-to-interstitial transfer (or Ktrans), volume fraction of extravascular and extracellular space (Ve), and maximum contrast agent uptake rate (Slopemax) maps and analyzed using unsupervised correlation and least absolute shrinkage and selector operator, or LASSO, to develop a radiomics score. Score effectiveness was assessed using the area under the receiver operating characteristic curve (AUC), and multivariable logistic regression was used to develop a multimodal nomogram for enhanced prediction. The discrimination, calibration, and clinical utility of the nomogram were evaluated in an external test set. Results The training set included 112 female participants from center 1 (mean age, 52 years ± 11 [SD]), and the external test set included 83 female participants from center 2 (mean age, 47 years ± 11). The radiomics score demonstrated an AUC of 0.80 (95% CI: 0.70, 0.89) for predicting pCR. A nomogram incorporating the radiomics score, grade, and Ki-67 yielded an AUC of 0.86 (95% CI: 0.78, 0.94) in the test set. Associations were found between higher radiomics score (>0.25) and tumor size (P < .001), washout enhancement (P = .01), androgen receptor expression (P = .009), and programmed death ligand 1 expression (P = .01), demonstrating a correlation with tumor immune environment in participants with TNBC. Conclusion A radiomics score derived from pharmacokinetic parameters at pretreatment dynamic contrast-enhanced MRI exhibited good performance for predicting pCR in participants with TNBC undergoing NACI, and could potentially be used to enhance clinical decision making. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Rauch in this issue.


Assuntos
Terapia Neoadjuvante , Neoplasias de Mama Triplo Negativas , Humanos , Feminino , Neoplasias de Mama Triplo Negativas/diagnóstico por imagem , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Neoplasias de Mama Triplo Negativas/terapia , Terapia Neoadjuvante/métodos , Pessoa de Meia-Idade , Estudos Prospectivos , Adulto , Meios de Contraste/farmacocinética , Imunoterapia/métodos , Imageamento por Ressonância Magnética/métodos , Resultado do Tratamento , Idoso , Valor Preditivo dos Testes , Angiografia por Ressonância Magnética/métodos
5.
Acta Neurochir (Wien) ; 166(1): 359, 2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-39227482

RESUMO

PURPOSE: Recent innovations in radiological imaging have enabled the detection of micro-remnant niduses of arteriovenous malformations (AVMs) after gamma knife radiosurgery (GKS), which have not been previously perceptible. Herein, we focus on the difficulty of evaluating micro-remnant AVMs after GKS that are hardly perceptible on conventional examinations and propose integrating follow-up three-dimensional rotational angiography (3D-RA) in the previous gamma plan as a solution. METHODS: We retrospectively searched NTT Medical Center Tokyo hospital database for patients with AVMs who underwent both two-dimensional digital subtraction angiography (2D-DSA) and 3D-RA as follow-up for GKS from February 2021 to January 2024. Patients with suspected nidus occlusion on the latest non-contrast-enhanced magnetic resonance angiography (NC-MRA) were included, and contrast-enhanced magnetic resonance angiography (CE-MRA), 2D-DSA, and 3D-RA were evaluated. RESULTS: Twelve patients with 13 AVM sites were defined as having complete nidus occlusion on upfront NC-MRA. On 2D-DSA, seven AVM sites showed the presence of slight remaining AVMs based on the detection of remnant drainage veins, however the nidus was not detected in three cases. Nevertheless, 3D-RA detected micro-remnant niduses in all seven AVM sites, and four patients underwent re-GKS. Nine patients with ten AVM sites also underwent CE-MRA, and six AVM sites were diagnosed with radiation-induced parenchymal injury. CONCLUSION: Importing the 3D-RA image into the treatment planning has the potential to be more helpful than NC-MRA or CE-MRA to detect micro-remnant AVMs and evaluate the true remnant volume, and may contribute to a more detailed treatment planning, thereby improving the results of GKS retreatment.


Assuntos
Angiografia Digital , Imageamento Tridimensional , Malformações Arteriovenosas Intracranianas , Angiografia por Ressonância Magnética , Radiocirurgia , Humanos , Radiocirurgia/métodos , Masculino , Malformações Arteriovenosas Intracranianas/cirurgia , Malformações Arteriovenosas Intracranianas/diagnóstico por imagem , Feminino , Adulto , Pessoa de Meia-Idade , Estudos Retrospectivos , Imageamento Tridimensional/métodos , Angiografia Digital/métodos , Idoso , Angiografia por Ressonância Magnética/métodos , Angiografia Cerebral/métodos , Adulto Jovem
6.
PLoS One ; 19(9): e0309779, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39226252

RESUMO

PURPOSE: We aimed to validate hyperintense vessel sign (HVS) on FLAIR imaging or posterior cerebral artery (PCA) laterality on MR angiography beyond 4.5 hours after stroke onset. MATERIALS AND METHODS: Data from acute ischemic stroke patients with internal carotid or middle cerebral artery occlusion who underwent CT perfusion imaging at baseline, follow-up MR perfusion imaging and angiography within 30 hours after stroke, without effective recanalization on follow-up imaging, were analysed retrospectively. Patients were separately classified as high or low HVS (>5 or ≤5 slices of HVS), and PCA laterality positive or negative group. We compared core and penumbra volumes at follow-up imaging and neurological outcomes between high or low HVS group, and between PCA laterality positive or negative group. RESULTS: Of 49 patients analyzed, four patients with artifacts were excluded and 45 were classified into high (n = 23) or low (n = 22) HVS group. High group had a smaller core volume (median 32 ml versus 109 ml, p = 0.004), larger penumbra volume at follow-up (68 ml versus 0 ml, p = 0.001), and better outcomes (modified Rankin Scale at three months, 3 versus 5, p = 0.03). For PCA laterality analysis, 1 patient with previously occluded PCA was excluded and 48 patients were classified as positive (n = 22) or negative (n = 26). Positive group had larger core volume (116 ml versus 37 ml), and no significant differences in penumbral volumes or outcomes. CONCLUSION: Prominent HVS in later time was associated with small core volume, persistent penumbra volume and favorable outcomes.


Assuntos
Angiografia por Ressonância Magnética , Acidente Vascular Cerebral , Humanos , Masculino , Feminino , Idoso , Angiografia por Ressonância Magnética/métodos , Pessoa de Meia-Idade , Estudos Retrospectivos , Acidente Vascular Cerebral/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Fatores de Tempo , Idoso de 80 Anos ou mais , Artéria Cerebral Posterior/diagnóstico por imagem , Circulação Colateral , Angiografia Cerebral/métodos
7.
MAGMA ; 37(4): 681-695, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39105949

RESUMO

Arterial spin labeling (ASL) is a non-invasive magnetic resonance imaging (MRI) method that enables the assessment and the quantification of perfusion without the need for an exogenous contrast agent. ASL was originally developed in the early 1990s to measure cerebral blood flow. The utility of ASL has since then broadened to encompass various organ systems, offering insights into physiological and pathological states. In this review article, we present a synopsis of ASL for quantitative non-contrast perfusion MRI, as a contribution to the special issue titled "Quantitative MRI-how to make it work in the body?" The article begins with an introduction to ASL principles, followed by different labeling strategies, such as pulsed, continuous, pseudo-continuous, and velocity-selective approaches, and their role in perfusion quantification. We proceed to address the technical challenges associated with ASL in the body and outline some of the innovative approaches devised to surmount these issues. Subsequently, we summarize potential clinical applications, challenges, and state-of-the-art ASL methods to quantify perfusion in some of the highly perfused organs in the thorax (lungs), abdomen (kidneys, liver, pancreas), and pelvis (placenta) of the human body. The article concludes by discussing future directions for successful translation of quantitative ASL in body imaging.


Assuntos
Marcadores de Spin , Humanos , Angiografia por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/métodos , Meios de Contraste , Circulação Cerebrovascular , Artérias/diagnóstico por imagem , Fígado/diagnóstico por imagem , Fígado/irrigação sanguínea , Perfusão , Feminino , Pulmão/diagnóstico por imagem , Pulmão/irrigação sanguínea , Processamento de Imagem Assistida por Computador/métodos , Velocidade do Fluxo Sanguíneo , Imagem de Perfusão/métodos , Pâncreas/diagnóstico por imagem , Pâncreas/irrigação sanguínea
8.
Neurosurg Rev ; 47(1): 492, 2024 Aug 27.
Artigo em Inglês | MEDLINE | ID: mdl-39190141

RESUMO

Diagnostic accuracy of arteriovenous malformations (AVMs) is imperative for delineating management. The current standard is digital subtraction angiography (DSA). Arterial spin labeling (ASL) is an understudied noninvasive, non-contrast technique that allows angioarchitecture visualization and additionally quantifies cortical and AVM cerebral blood flow and hemodynamics. This meta-analysis aims to compare ASL and DSA imaging in detecting and characterizing cerebral AVMs. EMBASE, Medline, Scopus, and Cochrane databases were queried from inception to July 2022 for reports of AVMs evaluated by DSA and ASL imaging. Fourteen studies with 278 patients evaluated using DSA and ASL imaging prior to intervention were included; pCASL in 11 studies (n = 239, 85.37%) and PASL in three studies (n = 41, 14.64%). The overall AVM detection rate on ASL was 99% (CI 97-100%); subgroup analysis revealed no difference between pCASL vs. PASL (99%; CI 96-100% vs. 100%; CI 95-100% respectively, p = 0.42). The correlation value comparing ASL and DSA nidus size was 0.99. DSA and ASL intermodality agreement Cohen's k factor for Spetzler Martin Grading (SMG) was reported at a median of 0.98 (IQR 0.73-0.1), with a 1.0 agreement on SMG classification. A median of 25 arteries were detected by DSA (IQR 14.5-27), vs. 25 by ASL (IQR 14.5-27.5) at a median 0.92 k factor. ASL provides angioarchitectural visualization noninferior to DSA and additionally quantifies CBF. Our study suggests that ASL should be considered in the detection of AVMs, especially in patients with contrast contraindications or apprehension towards an invasive assessment.


Assuntos
Angiografia Digital , Malformações Arteriovenosas Intracranianas , Marcadores de Spin , Humanos , Angiografia Digital/métodos , Angiografia Cerebral/métodos , Circulação Cerebrovascular , Malformações Arteriovenosas Intracranianas/diagnóstico por imagem , Angiografia por Ressonância Magnética/métodos
9.
ACS Nano ; 18(37): 25647-25656, 2024 Sep 17.
Artigo em Inglês | MEDLINE | ID: mdl-39216081

RESUMO

The comprehensive evaluation of tumor vasculature that is crucial for the development, expansion, and spread of cancer still remains a great challenge, especially the three-dimensional (3D) evaluation of vasculatures. In this study, we proposed a magnetic resonance (MR) angiography strategy with interlocking stratagem of zwitterionic Gd-chelate contrast agents (PAA-Gd) for continuous monitoring of tumor angiogenesis progression in 3D. Owing to the zwitterionic structure and nanoscale molecular diameter, the longitudinal molar relaxivity (r1) of PAA-Gd was 2.5 times higher than that of individual Gd-chelates on a 7.0 T MRI scanner, resulting in the higher-resolution visualization of tumor vasculatures. More importantly, PAA-Gd has the appropriate blood half-life (69.2 min), emphasizing the extended imaging window compared to the individual Gd-chelates. On this basis, by using PAA-Gd as the contrast agent, the high-resolution, 3D depiction of the spatiotemporal distribution of microvasculature in solid tumors formed by different cell lines over various inoculation times has been obtained. This method offers an effective approach for early tumor diagnosis, development assessment, and prognosis evaluation.


Assuntos
Meios de Contraste , Gadolínio , Angiografia por Ressonância Magnética , Neovascularização Patológica , Meios de Contraste/química , Angiografia por Ressonância Magnética/métodos , Animais , Gadolínio/química , Camundongos , Humanos , Neovascularização Patológica/diagnóstico por imagem , Neovascularização Patológica/patologia , Neoplasias/diagnóstico por imagem , Neoplasias/irrigação sanguínea , Neoplasias/patologia , Linhagem Celular Tumoral
10.
Eur J Radiol ; 180: 111693, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-39208595

RESUMO

OBJECTIVES: To explore the value of middle cerebral artery (MCA) plaque characteristics in predicting the outcomes of subacute ischemic stroke and the incremental value of the previous diet on predictive performance. METHODS: One hundred and thirty-seven subacute ischemic stroke patients attributed to MCA plaques were included and analyzed in this prospective study. The National Institute of Health Stroke Scale (NIHSS) score, Mediterranean Diet Adherence Screener (MEDAS) score, and other clinical data were assessed. The plaque area, degree of stenosis, plaque burden, enhancement ratio, remodeling type, and intraplaque hemorrhage were measured using high-resolution MR vessel wall imaging (HR-VWI). Multivariable logistic regression analysis and receiver operating characteristic curve analysis were performed to assess the predictive performance of clinical and plaque characteristics for subacute ischemic stroke outcomes at 3 months. RESULTS: Patients with poor outcomes exhibited high NIHSS scores, and low MEDAS scores (P<0.001). Plaque burden, enhancement ratio, and degree of stenosis were significantly higher in patients with poor outcomes (P<0.001). Multivariate analyses further indicated that NIHSS score (P=0.001), MEDAS score (P=0.013), and enhancement ratio (P=0.011) were independent predictors of subacute ischemic stroke outcomes. The three models' area under the curve (AUC) values were 0.811, 0.844, and 0.794. Combining these three factors resulted in an AUC of 0.908 (P<0.001). CONCLUSIONS: The combination of NIHSS score, MEDAS score, and enhancement ratio showed significant superiority in the prognostic evaluation of subacute ischemic stroke. Clinical data combined with plaque characteristics improves the accuracy of 3-month outcome prediction on subacute ischemic stroke.


Assuntos
AVC Isquêmico , Humanos , Masculino , Feminino , Prognóstico , Estudos Prospectivos , Pessoa de Meia-Idade , AVC Isquêmico/diagnóstico por imagem , Idoso , Placa Aterosclerótica/diagnóstico por imagem , Angiografia por Ressonância Magnética/métodos , Artéria Cerebral Média/diagnóstico por imagem , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
11.
Neuroimage ; 298: 120770, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39117094

RESUMO

PURPOSE: To generate perfusion parameter maps from Time-of-flight magnetic resonance angiography (TOF-MRA) images using artificial intelligence to provide an alternative to traditional perfusion imaging techniques. MATERIALS AND METHODS: This retrospective study included a total of 272 patients with cerebrovascular diseases; 200 with acute stroke (from 2010 to 2018), and 72 with steno-occlusive disease (from 2011 to 2014). For each patient the TOF MRA image and the corresponding Dynamic susceptibility contrast magnetic resonance imaging (DSC-MRI) were retrieved from the datasets. The authors propose an adapted generative adversarial network (GAN) architecture, 3D pix2pix GAN, that generates common perfusion maps (CBF, CBV, MTT, TTP, Tmax) from TOF-MRA images. The performance was evaluated by the structural similarity index measure (SSIM). For a subset of 20 patients from the acute stroke dataset, the Dice coefficient was calculated to measure the overlap between the generated and real hypoperfused lesions with a time-to-maximum (Tmax) > 6 s. RESULTS: The GAN model exhibited high visual overlap and performance for all perfusion maps in both datasets: acute stroke (mean SSIM 0.88-0.92, mean PSNR 28.48-30.89, mean MAE 0.02-0.04 and mean NRMSE 0.14-0.37) and steno-occlusive disease patients (mean SSIM 0.83-0.98, mean PSNR 23.62-38.21, mean MAE 0.01-0.05 and mean NRMSE 0.03-0.15). For the overlap analysis for lesions with Tmax>6 s, the median Dice coefficient was 0.49. CONCLUSION: Our AI model can successfully generate perfusion parameter maps from TOF-MRA images, paving the way for a non-invasive alternative for assessing cerebral hemodynamics in cerebrovascular disease patients. This method could impact the stratification of patients with cerebrovascular diseases. Our results warrant more extensive refinement and validation of the method.


Assuntos
Angiografia por Ressonância Magnética , Acidente Vascular Cerebral , Humanos , Angiografia por Ressonância Magnética/métodos , Masculino , Feminino , Idoso , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/fisiopatologia , Estudos Retrospectivos , Pessoa de Meia-Idade , Circulação Cerebrovascular/fisiologia , Idoso de 80 Anos ou mais , Adulto
12.
Eur J Radiol ; 178: 111646, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39094467

RESUMO

OBJECTIVES: To explore the value of high-resolution MR vessel wall imaging (HR-VWI) based plaque characteristics combined with cardiovascular health (CVH) metrics in the risk evaluation of ischemic stroke attributed to middle cerebral artery (MCA) atherosclerotic stenosis. METHODS: Retrospective analysis of 209 participants with middle cerebral atherosclerosis, 146 patients with high signal in the MCA area on DWI were included in the symptomatic group, and 63 patients were included in the asymptomatic group. The degree of stenosis, enhancement ratio, plaque burden, remodeling index, and intraplaque hemorrhage were measured and compared between groups. Seven CVH metrics and other clinical data were obtained. The association between these factors and ischemic stroke was investigated by univariate and multivariate analysis. RESULTS: The degree of stenosis [OR, 1.036 (95 % CI, 1.014-1.058); P = 0.001], plaque burden [OR, 0.958 (95 % CI, 0.928-0.989); P = 0.009], intraplaque hemorrhage [OR, 3.530 (95 % CI, 1.233-10.110); P = 0.019], physical activity [OR, 4.321 (95 % CI, 1.526-12.231); P = 0.006], and diet [OR, 8.986 (95 % CI, 2.747-29.401); P < 0.001] were the independent characteristics associated with the occurrence of ischemic stroke. ROC curve showed that the combination of plaque characteristics, diet, and physical activity achieved the highest AUC of 0.828 (95 % CI 0.770-0.877; P < 0.001), with sensitivity and specificity being 86.30 % and 66.67 %, respectively. CONCLUSION: Plaque characteristics combined with CVH metrics may identify high-risk populations for ischemic stroke and offer novel insights into risk evaluation and stratification.


Assuntos
AVC Isquêmico , Humanos , Masculino , Feminino , AVC Isquêmico/diagnóstico por imagem , Pessoa de Meia-Idade , Estudos Retrospectivos , Idoso , Angiografia por Ressonância Magnética/métodos , Placa Aterosclerótica/diagnóstico por imagem , Arteriosclerose Intracraniana/diagnóstico por imagem , Arteriosclerose Intracraniana/complicações
13.
Sci Rep ; 14(1): 18749, 2024 08 13.
Artigo em Inglês | MEDLINE | ID: mdl-39138338

RESUMO

This study aimed to (1) replicate a deep-learning-based model for cerebral aneurysm segmentation in TOF-MRAs, (2) improve the approach by testing various fully automatic pre-processing pipelines, and (3) rigorously validate the model's transferability on independent, external test-datasets. A convolutional neural network was trained on 235 TOF-MRAs acquired on local scanners from a single vendor to segment intracranial aneurysms. Different pre-processing pipelines including bias field correction, resampling, cropping and intensity-normalization were compared regarding their effect on model performance. The models were tested on independent, external same-vendor and other-vendor test-datasets, each comprised of 70 TOF-MRAs, including patients with and without aneurysms. The best-performing model achieved excellent results on the external same-vendor test-dataset, surpassing the results of the previous publication with an improved sensitivity (0.97 vs. ~ 0.86), a higher Dice score coefficient (DSC, 0.60 ± 0.25 vs. 0.53 ± 0.31), and an improved false-positive rate (0.87 ± 1.35 vs. ~ 2.7 FPs/case). The model further showed excellent performance in the external other-vendor test-datasets (DSC 0.65 ± 0.26; sensitivity 0.92, 0.96 ± 2.38 FPs/case). Specificity was 0.38 and 0.53, respectively. Raising the voxel-size from 0.5 × 0.5×0.5 mm to 1 × 1×1 mm reduced the false-positive rate seven-fold. This study successfully replicated core principles of a previous approach for detecting and segmenting cerebral aneurysms in TOF-MRAs with a robust, fully automatable pre-processing pipeline. The model demonstrated robust transferability on two independent external datasets using TOF-MRAs from the same scanner vendor as the training dataset and from other vendors. These findings are very encouraging regarding the clinical application of such an approach.


Assuntos
Aprendizado Profundo , Aneurisma Intracraniano , Angiografia por Ressonância Magnética , Humanos , Aneurisma Intracraniano/diagnóstico por imagem , Angiografia por Ressonância Magnética/métodos , Reprodutibilidade dos Testes , Processamento de Imagem Assistida por Computador/métodos , Redes Neurais de Computação , Feminino , Masculino
14.
Mod Rheumatol ; 34(5): 1006-1012, 2024 Aug 20.
Artigo em Inglês | MEDLINE | ID: mdl-39086077

RESUMO

OBJECTIVES: Recently, a joint group of the American College of Rheumatology (ACR) and the European Alliance of Associations for Rheumatology (EULAR) proposed new criteria for Takayasu arteritis (TAK) (the 2022 ACR/EULAR criteria). This study applied the 2022 ACR/EULAR criteria to patients with previously diagnosed TAK based on the 1990 ACR criteria and investigated the concordance rate between the two criteria according to the four imaging modalities. METHODS: This study reviewed the medical records of 179 patients who met the 1990 ACR criteria for TAK. The imaging modalities included conventional angiography, computed tomography angiography, fluorodeoxyglucose-positron emission tomography, and magnetic resonance angiography. RESULTS: Regardless of the imaging modalities, the concordance rate between the two criteria was 85.5% when including all patients, whereas it increased to 98.1% when only patients aged ≤60 years were included. Among the four imaging modalities, computed tomography angiography exhibited the highest concordance rate between the two criteria (85.6%). The concordance rate among patients aged >60 years was 95.7%. Only one patient aged 50-60 years was reclassified as having both TAK and giant cell arteritis. CONCLUSIONS: The concordance rate was 85.5% regardless of the imaging modalities and increased to 86.9% on simultaneous computed tomography angiography and fluorodeoxyglucose-positron emission tomography imaging.


Assuntos
Arterite de Takayasu , Humanos , Arterite de Takayasu/diagnóstico por imagem , Arterite de Takayasu/diagnóstico , Pessoa de Meia-Idade , Feminino , Adulto , Masculino , Adulto Jovem , Idoso , Reumatologia/normas , Reumatologia/métodos , Angiografia por Tomografia Computadorizada , Angiografia por Ressonância Magnética/métodos , Adolescente , Tomografia por Emissão de Pósitrons/métodos , Estudos Retrospectivos
15.
Sci Rep ; 14(1): 19609, 2024 08 23.
Artigo em Inglês | MEDLINE | ID: mdl-39179696

RESUMO

Growing intracranial aneurysms pose a high risk of rupture, making the detection and quantification of the growth crucial for timely treatment strategy adoption. In this paper we propose a computer-assisted approach based on the extraction of IA shapes from associated baseline and follow-up angiographic scans and non-rigid morphing of the two shapes. From the obtained shape deformations we computed four novel features, including differential volume (dV), surface area (dSA), aneurysm-size normalized median deformation path length (dMPL), and integral of cumulative deformation distances (dICDD). An experienced neuroradiologist manually extracted the IA shape models from the baseline and follow-up MRAs and, by utilizing size change and visual assessments, classified each aneurysm into stable with morphology changes, stable or growing. We investigated the classification performance and found that three of the novel and one cross-sectional feature exhibited significantly different mean values (p-value < 0.05 ; Tukey's HSD test) between the stable and growing IA groups, while the mean dICDD was significantly different between all the three groups. The cross-sectional features has sensitivity to growing IAs in range 0.05-0.86, while novel features had generally higher sensitivity in range 0.81-0.90, making them promising candidates as surrogate follow-up imaging-based biomarkers for IA growth detection. These findings may offer valuable information for clinical management of patients with IAs based on follow-up imaging.


Assuntos
Aneurisma Intracraniano , Angiografia por Ressonância Magnética , Humanos , Aneurisma Intracraniano/diagnóstico por imagem , Aneurisma Intracraniano/patologia , Feminino , Masculino , Angiografia por Ressonância Magnética/métodos , Pessoa de Meia-Idade , Idoso , Seguimentos , Processamento de Imagem Assistida por Computador/métodos , Adulto , Angiografia Cerebral/métodos
16.
BMC Med Imaging ; 24(1): 222, 2024 Aug 26.
Artigo em Inglês | MEDLINE | ID: mdl-39187807

RESUMO

OBJECTIVE: To assess whether diffusion and perfusion MRI derived parameters could non-invasively predict PD-L1 and Ki-67 status in primary central nervous system diffuse large B-cell lymphoma (PCNS-DLBCL). METHODS: We retrospectively analyzed DWI, DSC-PWI, and morphological MRI (mMRI) in 88 patients with PCNS-DLBCL. The mMRI features were compared using chi-square tests or Fisher exact test. Minimum ADC (ADCmin), mean ADC(ADCmean), relative minimum ADC (rADCmin), relative mean ADC (rADCmean), and relative maximum CBV (rCBVmax) values were compared in PCNS-DLBCL with different molecular status by using the Mann-Whitney U test. The diagnostic performances were evaluated by receiver operating characteristic curves. RESULTS: PCNS-DLBCL with high PD-L1 expression demonstrated a significantly higher ADCmin value than those with low PD-L1. The ADCmean and rADCmean values were significantly lower in PCNS-DLBCL with high Ki-67 status compared with those in low Ki-67 status. Other ADC, CBV parameters, and mMRI features did not show any association with these molecular statuses The diagnostic efficacy of ADC values in assessing PD-L1 and Ki-67 status was relatively low, with area under the curves (AUCs) values less than 0.7. CONCLUSIONS: DWI-derived ADC values can provide some relevant information about PD-L1 and Ki-67 status in PCNS-DLBCL, but may not be sufficient to predict their expression due to the rather low diagnostic performance.


Assuntos
Antígeno B7-H1 , Neoplasias do Sistema Nervoso Central , Imagem de Difusão por Ressonância Magnética , Antígeno Ki-67 , Linfoma Difuso de Grandes Células B , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Retrospectivos , Antígeno Ki-67/metabolismo , Antígeno B7-H1/metabolismo , Imagem de Difusão por Ressonância Magnética/métodos , Idoso , Adulto , Linfoma Difuso de Grandes Células B/diagnóstico por imagem , Linfoma Difuso de Grandes Células B/metabolismo , Linfoma Difuso de Grandes Células B/patologia , Neoplasias do Sistema Nervoso Central/diagnóstico por imagem , Neoplasias do Sistema Nervoso Central/metabolismo , Idoso de 80 Anos ou mais , Angiografia por Ressonância Magnética/métodos , Curva ROC
17.
J Assoc Physicians India ; 72(8): e31-e34, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39163068

RESUMO

AIM OF THE STUDY: To study the clinical profile, etiology, and imaging features of subjects presenting with cerebral sinus venous thrombosis (CVST) and to correlate the clinical findings with radiological findings. MATERIALS AND METHODS: The study included 120 patients admitted with the diagnosis of CVST to Stanley Medical College and Hospital, Chennai. The study included patients of all age-groups presenting with cerebral venous thrombosis. The diagnosis was confirmed by imaging studies. RESULTS: The mean age of presentation is 24.4, predominantly males. Headache (90.8%) was the most common presentation, followed by seizures (25%), and paresis (12%). The superior sagittal sinus (SSS) is the most common sinus involved, with multiple sinuses involved in 47% of patients. Magnetic resonance imaging (MRI) brain with magnetic resonance venography (MRV) is the investigation of choice. The most common risk factor for CSVT was alcohol intake, especially in males, and females, anemia, pregnancy, usage of oral contraceptive (OC) pills, and puerperium were the common risk factors. The causes of CSVT in this study were hyperhomocystenemia in 8%, anemia in 13%, and prothrombotic state in 6%. CONCLUSION: Cerebral sinus venous thrombosis is a cause of stroke in young individuals. Even though uncommon, it is underdiagnosed because of its extremely varied clinical presentation. The correct diagnosis of CSVT relies on a high index of suspicion and the availability of advanced imaging like MRI with MR venography.


Assuntos
Trombose dos Seios Intracranianos , Centros de Atenção Terciária , Humanos , Feminino , Masculino , Trombose dos Seios Intracranianos/diagnóstico por imagem , Trombose dos Seios Intracranianos/etiologia , Adulto , Adulto Jovem , Adolescente , Pessoa de Meia-Idade , Fatores de Risco , Imageamento por Ressonância Magnética/métodos , Angiografia por Ressonância Magnética/métodos , Criança , Cefaleia/etiologia , Índia
18.
Neuroradiology ; 66(10): 1693-1703, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39042167

RESUMO

PURPOSE: The aim of this study was to investigate whether the spatial coefficient of variation of arterial spin labeling (ASL-CoV) acquired in clinical settings can be used to estimate decreased cerebrovascular reactivity (CVR) measured with single-photon emission computed tomography (SPECT) and acetazolamide challenge in patients with atherosclerotic stenosis of intra- or extracranial arteries. METHODS: We evaluated the data of 27 atherosclerotic stenosis patients who underwent pseudocontinuous ASL and SPECT. After spatial normalization, regional values were measured using the distributed middle cerebral artery territorial atlas of each patient. We performed comparisons, correlations, and receiver operating characteristic (ROC) curve analyses between ASL-cerebral blood blow (CBF), ASL-CoV, SPECT-CBF and SPECT-CVR. RESULTS: Although the ASL-CBF values were positively correlated with SPECT-CBF values (r = 0.48, 95% confidence interval (CI) = 0.28-0.64), no significant difference in ASL-CBF values was detected between regions with and without decreased CVR. However, regions with decreased CVR had significantly greater ASL-CoV values than regions without decreased CVR. SPECT-CVR was negatively correlated with ASL-CoV (ρ = -0.29, 95% CI = -0.49 - -0.06). The area under the ROC curve of ASL-CoV in predicting decreased CVR (0.66, 95% CI = 0.51-0.81) was greater than that of ASL-CBF (0.51, 95% CI = 0.34-0.68). An ASL-CoV threshold value of 42% achieved a high specificity of 0.93 (sensitivity = 0.42, positive predictive value = 0.77, and negative predictive value = 0.75). CONCLUSION: ASL-CoV acquired by single postlabeling delay without an acetazolamide challenge may aid in the identification of patients with decreased CVR on SPECT.


Assuntos
Acetazolamida , Circulação Cerebrovascular , Marcadores de Spin , Tomografia Computadorizada de Emissão de Fóton Único , Humanos , Tomografia Computadorizada de Emissão de Fóton Único/métodos , Masculino , Feminino , Idoso , Pessoa de Meia-Idade , Angiografia por Ressonância Magnética/métodos , Sensibilidade e Especificidade
19.
AJNR Am J Neuroradiol ; 45(9): 1227-1229, 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-38991772

RESUMO

Basi-parallel anatomic scanning has been widely used for assessing the vascular morphology of vertebral basilar arteries. Previous studies have demonstrated its efficacy in evaluating the morphology of the MCA, which we refer to as MCA parallel anatomic scanning MR imaging (MCPAS). In this study, we present our experience with the application of MCPAS in patients with MCA occlusion. Endovascular treatment was performed on the patients with intact MCA morphology visible in on MCPAS, with no intracranial hemorrhage, occlusion, or other complications observed. No severe stenosis or re-occlusion was observed at the 12-month postoperative follow-up. In conclusion, MCPAS is an effective method for assessing the outer contour of an occlusive MCA. Endovascular treatment can be considered a safe and efficient option for patients who show a favorable MCA through MCPAS assessment.


Assuntos
Procedimentos Endovasculares , Infarto da Artéria Cerebral Média , Humanos , Masculino , Feminino , Procedimentos Endovasculares/métodos , Pessoa de Meia-Idade , Infarto da Artéria Cerebral Média/diagnóstico por imagem , Infarto da Artéria Cerebral Média/cirurgia , Infarto da Artéria Cerebral Média/terapia , Resultado do Tratamento , Idoso , Doença Crônica , Angiografia por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/métodos
20.
AJNR Am J Neuroradiol ; 45(9): 1206-1213, 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-39054289

RESUMO

BACKGROUND AND PURPOSE: Analysis of vessel wall contrast kinetics (ie, wash-in/washout) is a promising method for the diagnosis and risk-stratification of intracranial atherosclerotic disease plaque (ICAD-P) and the intracranial aneurysm walls (IA-W). We used black-blood MR imaging or MR vessel wall imaging to evaluate the temporal relationship of gadolinium contrast uptake kinetics in ICAD-Ps and IA-Ws compared with normal anatomic reference structures. MATERIALS AND METHODS: Patients with ICAD-Ps or IAs who underwent MR vessel wall imaging with precontrast, early postcontrast (5-15 minutes), and delayed postcontrast (20-30 minutes) 3D T1-weighted TSE sequences were retrospectively studied. ROIs of a standardized diameter (2 mm) were used to measure the signal intensities of the cavernous sinus, pituitary infundibulum, temporalis muscle, and choroid plexus. Point ROIs were used for ICAD-Ps and IA-Ws. All ROI signal intensities were normalized to white matter signal intensity obtained using ROIs of 10-mm diameter. Measurements were acquired on precontrast, early postcontrast, and delayed postcontrast 3D T1 TSE sequences for each patient.ajnr;45/9/1206/T1T1T1Table 1:MR-VWI parameters for ICAD-Ps and IAsParameterValueSequence3D TSEScan planeAxialFOV (mm)160TR/TE (ms)800/28-32BW (Hx/pixel)370θ120Acceleration2ETL42Matrix acquisition0.5 mm ×0.5 mmMatrix recon0.5 mm ×0.5 mmNo. of slices/thick120/0.5Note:-FOV indicates field of view; TR, the repetition time; TE, the echo time; BW, bandwidth; ETL, echo train length; Matrix recon, matrix reconstruction. RESULTS: Ten patients with 17 symptomatic ICAD-Ps and 30 patients with 34 IA-Ws were included and demonstrated persisting contrast uptake (P < .001) of 7.21% and 10.54% beyond the early phase (5-15 minutes postcontrast) and in the delayed phase (20-30 minutes postcontrast) on postcontrast MR vessel wall imaging. However, normal anatomic reference structures including the pituitary infundibulum and cavernous sinus demonstrated a paradoxical contrast washout in the delayed phase. In both ICAD-Ps and IA-Ws, the greatest percentage of quantitative enhancement (>70%-90%) occurred in the early phase of postcontrast imaging, consistent with the rapid contrast uptake kinetics of neurovascular pathology. CONCLUSIONS: Using standard MR vessel wall imaging techniques, our results demonstrate the effects of gadolinium contrast uptake kinetics in ICAD-Ps and IA-Ws with extended accumulating enhancement into the delayed phase (> 15 minutes) as opposed to normal anatomic reference structures that conversely exhibit decreasing enhancement. Because these relative differences are used to assess qualitative patterns of ICAD-P and IA-W enhancement, our findings highlight the importance of standardizing acquisition time points and MR vessel wall imaging protocols to interpret pathologic enhancement for the risk stratification of cerebrovascular pathologies.


Assuntos
Meios de Contraste , Aneurisma Intracraniano , Arteriosclerose Intracraniana , Angiografia por Ressonância Magnética , Placa Aterosclerótica , Humanos , Aneurisma Intracraniano/diagnóstico por imagem , Feminino , Masculino , Pessoa de Meia-Idade , Meios de Contraste/farmacocinética , Arteriosclerose Intracraniana/diagnóstico por imagem , Idoso , Angiografia por Ressonância Magnética/métodos , Placa Aterosclerótica/diagnóstico por imagem , Estudos Retrospectivos , Adulto , Gadolínio DTPA/farmacocinética
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