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1.
Neuroimage ; 198: 271-282, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31121296

RESUMO

Detecting cerebral microbleeds (CMBs) is important in diagnosing a variety of diseases including dementia, stroke and traumatic brain injury. However, manual detection of CMBs can be time-consuming and prone to errors, whereas the current automatic algorithms for CMB detection are usually limited by large number of false positives. In this study, we present a two-stage CMB detection framework which contains a candidate detection stage based on a 3D fast radial symmetry transform of the composite images from Susceptibility Weighted Imaging (SWI), and a false positive reduction stage based on deep residual neural networks using both the SWI and the high-pass filtered phase images. While the SWI images provide exquisite sensitivity to the presence of blood products, the high-pass filtered phase images enable the differentiation of diamagnetic calcifications from paramagnetic microbleeds. The deep learning model was trained using 154 data sets, and the best models were selected using 25 validation data sets. Finally, the models were tested using 41 cases, including 13 hemodialysis cases, 9 traumatic brain injury cases, 9 stroke cases and 10 healthy controls. Using 3D SWI and high-pass filtered phase images as input, the best model led to a sensitivity of 95.8%, a precision of 70.9%, and 1.6 false positives per case. This model achieved similar performance to the most experienced human rater and outperformed recently reported CMB detection methods. This study demonstrates the potential of applying deep learning techniques to medical imaging for improving efficiency and accuracy in diagnosis.


Assuntos
Encéfalo/diagnóstico por imagem , Hemorragia Cerebral/diagnóstico por imagem , Aprendizado Profundo , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Encéfalo/irrigação sanguínea , Encéfalo/patologia , Hemorragia Cerebral/patologia , Criança , Pré-Escolar , Humanos , Pessoa de Meia-Idade , Estudos Retrospectivos , Sensibilidade e Especificidade , Adulto Jovem
2.
NMR Biomed ; 30(4)2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27192086

RESUMO

Susceptibility-weighted imaging (SWI) is a method that uses the intrinsic nature of local magnetic fields to enhance image contrast in order to improve the visibility of various susceptibility sources and to facilitate diagnostic interpretation. It is also the precursor to the concept of the use of phase for quantitative susceptibility mapping (QSM). Nowadays, SWI has become a widely used clinical tool to image deoxyhemoglobin in veins, iron deposition in the brain, hemorrhages, microbleeds and calcification. In this article, we review the basics of SWI, including data acquisition, data reconstruction and post-processing. In particular, the source of cusp artifacts in phase images is investigated in detail and an improved multi-channel phase data combination algorithm is provided. In addition, we show a few clinical applications of SWI for the imaging of stroke, traumatic brain injury, carotid vessel wall, siderotic nodules in cirrhotic liver, prostate cancer, prostatic calcification, spinal cord injury and intervertebral disc degeneration. As the clinical applications of SWI continue to expand both in and outside the brain, the improvement of SWI in conjunction with QSM is an important future direction of this technology. Copyright © 2016 John Wiley & Sons, Ltd.


Assuntos
Encefalopatias/diagnóstico por imagem , Encefalopatias/metabolismo , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Imagem de Difusão por Ressonância Magnética/métodos , Interpretação de Imagem Assistida por Computador/métodos , Encéfalo/patologia , Encefalopatias/patologia , Imagem de Difusão por Ressonância Magnética/tendências , Previsões , Humanos , Aumento da Imagem/métodos , Imagem Molecular/métodos , Imagem Molecular/tendências , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
3.
Radiology ; 281(3): 884-895, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27308776

RESUMO

Purpose To assess cerebral microbleed (CMB) prevalence in patients with multiple sclerosis (MS) and clinically isolated syndrome (CIS) and associations with clinical outcomes. Materials and Methods CMBs are associated with aging and neurodegenerative disorders. The prevalence of CMBs has not previously been well established. In this study, 445 patients with MS (266 with relapsing-remitting MS, 138 with secondary progressive MS, and 41 with primary progressive MS), 45 patients with CIS, 51 patients with other neurological diseases, and 177 healthy control subjects (HCs) underwent 3-T magnetic resonance (MR) imaging and clinical examinations. A subset of 168 patients with MS and 50 HCs underwent neuropsychological testing. Number of CMBs was assessed on susceptibility-weighted minimum intensity projections by using the Microbleed Anatomic Rating Scale; volume was calculated by using quantitative susceptibility maps. Differences between groups were analyzed with the χ2 test, Fisher exact test, Student t test, and analysis of variance; associations of CMBs with clinical and other MR imaging outcomes were explored with correlation and regression analyses. Because CMB frequency increases with age, prevalence was investigated in participants at least 50 years of age and younger than 50 years. Results Significantly more patients with MS than HCs had CMBs (19.8% vs 7.4%, respectively; P = .01) in the group at least 50 years old. A trend toward greater presence of CMBs was found in patients with MS (P = .016) and patients with CIS who were younger than 50 years (P = .039) compared with HCs. In regression analysis adjusted for age, hypertension, and normalized brain volume, increased number of CMBs was significantly associated with increased physical disability in the MS population (R2 = 0.23, P < .0001). In correlation analysis, increased number of CMBs was significantly associated with deteriorated auditory and verbal learning and memory (P = .006) and visual information processing speed trends (P = .049) in patients with MS. Conclusion Monitoring CMBs may be relevant in patients with MS and CIS at higher risk for developing cognitive and physical disability. © RSNA, 2016 Online supplemental material is available for this article.


Assuntos
Hemorragia Cerebral/etiologia , Esclerose Múltipla/complicações , Adolescente , Adulto , Distribuição por Idade , Idoso , Encéfalo/patologia , Estudos de Casos e Controles , Hemorragia Cerebral/patologia , Avaliação da Deficiência , Pessoas com Deficiência , Suscetibilidade a Doenças , Humanos , Deficiências da Aprendizagem/etiologia , Deficiências da Aprendizagem/patologia , Angiografia por Ressonância Magnética , Transtornos da Memória/etiologia , Transtornos da Memória/patologia , Pessoa de Meia-Idade , Esclerose Múltipla/patologia , Testes Neuropsicológicos , Estudos Prospectivos , Adulto Jovem
4.
J Vasc Surg ; 61(6): 1511-20.e1, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24655749

RESUMO

BACKGROUND: Idiopathic Parkinson's disease (IPD) remains one of those neurodegenerative diseases for which the cause remains unknown. Many clinically diagnosed cases of IPD are associated with cerebrovascular disease and white matter hyperintensities (WMHs). The purpose of this study was to investigate the presence of transverse sinus and extracranial venous abnormalities in IPD patients and their relationship with brain WMHs. METHODS: Twenty-three IPD patients and 23 age-matched normal controls were recruited in this study. They had conventional neurologic magnetic resonance structural and angiographic scans and, for blood flow, quantification of the extracranial vessels. Venous structures were evaluated with two-dimensional time of flight; flow was evaluated with two-dimensional phase contrast; and WMH volume was quantified with T2-weighted fluid-attenuated inversion recovery. The IPD and normal subjects were classified by both the magnetic resonance time-of-flight and phase contrast images into four categories: (1) complete or local missing transverse sinus and internal jugular veins on the time-of-flight images; (2) low flow in the transverse sinus and stenotic internal jugular veins; (3) reduced flow in the internal jugular veins; and (4) normal flow and no stenosis. RESULTS: Broken into the four categories with categories 1 to 3 combined, a significant difference in the distribution of the IPD patients and normal controls (χ(2) = 7.7; P < .01) was observed. Venous abnormalities (categories 1, 2, and 3) were seen in 57% of IPD subjects and in only 30% of controls. In IPD subjects, category type correlated with both flow abnormalities and WMHs. CONCLUSIONS: From this preliminary study, we conclude that a major fraction of IPD patients appear to have abnormal venous anatomy and flow on the left side of the brain and neck and that the flow abnormalities appear to correlate with WMH volume. Studies with a larger sample size are still needed to confirm these findings.


Assuntos
Circulação Cerebrovascular , Transtornos Cerebrovasculares/diagnóstico , Dura-Máter/irrigação sanguínea , Veias Jugulares/fisiopatologia , Leucoencefalopatias/diagnóstico , Doença de Parkinson/diagnóstico , Seios Transversos/fisiopatologia , Insuficiência Venosa/diagnóstico , Substância Branca/patologia , Adulto , Idoso , Estudos de Casos e Controles , Transtornos Cerebrovasculares/patologia , Transtornos Cerebrovasculares/fisiopatologia , China , Doença Crônica , Constrição Patológica , Feminino , Humanos , Leucoencefalopatias/patologia , Leucoencefalopatias/fisiopatologia , Angiografia por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Doença de Parkinson/patologia , Doença de Parkinson/fisiopatologia , Valor Preditivo dos Testes , Insuficiência Venosa/patologia , Insuficiência Venosa/fisiopatologia
5.
J Magn Reson Imaging ; 38(3): 641-9, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23348984

RESUMO

PURPOSE: To evaluate the cerebral venous drainage system of the swine as a probable model to test whether extracranial venous abnormalities may play a role in neurodegenerative diseases as reported recently in multiple sclerosis. MATERIALS AND METHODS: Three Yucatan micropigs, 5 to 7 months old, were scanned with a comprehensive MRI protocol at 3 Tesla. The vascular anatomy of the head and neck was imaged using conventional and angiographic MR sequences. Phase-contrast MR images were collected at multiple levels of the neck and intracranial space to monitor flow. RESULTS: Three large cervical veins were observed; the external jugular vein draining the olfactory and gustatory tissues; the internal jugular vein (IJV) draining the cavernous sinus as well as surrounding soft tissues in the neck; and the ventral vertebral venous plexus (VVVP) surrounding the dural sac and paraspinal region. The majority of the cerebral blood flow in the pig appears to drain through the VVVP. Flow through the IJV comprised a nondominant component. Anastamoses were observed connecting the major veins of the neck bilaterally. CONCLUSION: The dominance of outflow from the brain to the VVVP may be analogous to the typical dominance of the IJVs in humans in the supine position.


Assuntos
Artérias/anatomia & histologia , Cabeça/irrigação sanguínea , Angiografia por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/métodos , Pescoço/irrigação sanguínea , Veias/anatomia & histologia , Animais , Feminino , Masculino , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Suínos
6.
J Vasc Interv Radiol ; 23(1): 60-8.e1-3, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22221473

RESUMO

PURPOSE: To evaluate extracranial venous structural and flow characteristics in patients with multiple sclerosis (MS). MATERIALS AND METHODS: Two hundred subjects with MS from two sites (n = 100 each) were evaluated with magnetic resonance (MR) imaging at 3 T. Contrast-enhanced time-resolved MR angiography and time-of-flight MR venography were used to assess vascular anatomy. Two-dimensional phase-contrast MR imaging was used to quantify blood flow. The MS population was divided into two groups: those with evident internal jugular vein (IJV) stenoses (stenotic group) and those without (nonstenotic group). RESULTS: Of the 200 patients, 136 (68%) showed IJV structural abnormalities, including unilateral or bilateral stenoses at different levels in the neck (n = 101; 50.5%) and atresia (n = 35; 17.5%). The total IJV flow normalized to the total arterial flow of the stenotic group (56% ± 22) was significantly lower than that of the nonstenotic group (77% ± 14; P < .001). The arterial/venous flow mismatch in the stenotic group (12% ± 15) was significantly greater than that in the nonstenotic group (6% ± 12; P < .001). The ratio of subdominant venous flow rate (Fsd) to dominant venous flow rate (Fd) for the stenotic group (0.38 ± 0.27) was significantly lower than for the nonstenotic group (0.59 ± 0.23; P < .001). The majority of the stenotic group (67%) also had an Fsd of less than 3 mL/s, a Fd/Fsd ratio greater than 3:1, and/or a total IJV flow rate of less than 8 mL/s. CONCLUSIONS: MR imaging provides a noninvasive means to separate stenotic from nonstenotic MS cases. The former group was more prevalent in the present MS population and carried significantly less flow in the IJVs than the latter.


Assuntos
Veias Jugulares/fisiopatologia , Angiografia por Ressonância Magnética/métodos , Esclerose Múltipla/fisiopatologia , Análise de Variância , Velocidade do Fluxo Sanguíneo/fisiologia , Constrição Patológica , Meios de Contraste , Feminino , Gadolínio DTPA , Humanos , Interpretação de Imagem Assistida por Computador , Imageamento Tridimensional , Masculino , Compostos Organometálicos
7.
Diagnostics (Basel) ; 12(1)2021 Dec 30.
Artigo em Inglês | MEDLINE | ID: mdl-35054244

RESUMO

Magnetic resonance imaging (MRI) is a sensitive imaging modality for identifying inflammatory and/or demyelinating lesions, which is critical for a clinical diagnosis of MS and evaluating drug responses. There are many unique means of probing brain tissue status, including conventional T1 and T2 weighted imaging (T1WI, T2WI), T2 fluid attenuated inversion recovery (FLAIR), magnetization transfer, myelin water fraction, diffusion tensor imaging (DTI), phase-sensitive inversion recovery and susceptibility weighted imaging (SWI), but no study has combined all of these modalities into a single well-controlled investigation. The goals of this study were to: compare different MRI measures for lesion visualization and quantification; evaluate the repeatability of various imaging methods in healthy controls; compare quantitative susceptibility mapping (QSM) with myelin water fraction; measure short-term longitudinal changes in the white matter of MS patients and map out the tissue properties of the white matter hyperintensities using STAGE (strategically acquired gradient echo imaging). Additionally, the outcomes of this study were anticipated to aid in the choice of an efficient imaging protocol reducing redundancy of information and alleviating patient burden. Of all the sequences used, T2 FLAIR and T2WI showed the most lesions. To differentiate the putative demyelinating lesions from inflammatory lesions, the fusion of SWI and T2 FLAIR was used. Our study suggests that a practical and efficient imaging protocol combining T2 FLAIR, T1WI and STAGE (with SWI and QSM) can be used to rapidly image MS patients to both find lesions and study the demyelinating and inflammatory characteristics of the lesions.

8.
Diagnostics (Basel) ; 10(11)2020 Nov 12.
Artigo em Inglês | MEDLINE | ID: mdl-33198313

RESUMO

We hypothesized that cerebral microbleeds (CMBs) in multiple sclerosis (MS) patients will be detected with higher prevalence compared to healthy controls (HC) and that quantitative susceptibility mapping (QSM) will help remove false positives seen in susceptibility weighted imaging (SWI). A cohort of 100 relapsing remitting MS subjects scanned at 3T were used to validate a set of CMB detection guidelines specifically using QSM. A second longitudinal cohort of 112 MS and 25 HCs, also acquired at 3T, was reviewed across two time points. Both cohorts were imaged with SWI and fluid attenuated inversion recovery. Fourteen subjects in the first cohort (14%, 95% CI 8-21%) and twenty-one subjects in the second cohort (18.7%, 95% CI 11-27%) had at least one CMB. The combined information from SWI and QSM allowed us to discern stable CMBs and new CMBs from potential mimics and evaluate changes over time. The longitudinal results demonstrated that longer disease duration increased the chance to develop new CMBs. Higher age was also associated with increased CMB prevalence for MS and HC. We observed that MS subjects developed new CMBs between time points, indicating the need for longitudinal quantitative imaging of CMBs.

9.
Magn Reson Imaging ; 65: 15-26, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31629075

RESUMO

One major thrust in radiology today is image standardization with a focus on rapidly acquired quantitative multi-contrast information. This is critical for multi-center trials, for the collection of big data and for the use of artificial intelligence in evaluating the data. Strategically acquired gradient echo (STAGE) imaging is one such method that can provide 8 qualitative and 7 quantitative pieces of information in 5 min or less at 3 T. STAGE provides qualitative images in the form of proton density weighted images, T1 weighted images, T2* weighted images and simulated double inversion recovery (DIR) images. STAGE also provides quantitative data in the form of proton spin density, T1, T2* and susceptibility maps as well as segmentation of white matter, gray matter and cerebrospinal fluid. STAGE uses vendors' product gradient echo sequences. It can be applied from 0.35 T to 7 T across all manufacturers producing similar results in contrast and quantification of the data. In this paper, we discuss the strengths and weaknesses of STAGE, demonstrate its contrast-to-noise (CNR) behavior relative to a large clinical data set and introduce a few new image contrasts derived from STAGE, including DIR images and a new concept referred to as true susceptibility weighted imaging (tSWI) linked to fluid attenuated inversion recovery (FLAIR) or tSWI-FLAIR for the evaluation of multiple sclerosis lesions. The robustness of STAGE T1 mapping was tested using the NIST/NIH phantom, while the reproducibility was tested by scanning a given individual ten times in one session and the same subject scanned once a week over a 12-week period. Assessment of the CNR for the enhanced T1W image (T1WE) showed a significantly better contrast between gray matter and white matter than conventional T1W images in both patients with Parkinson's disease and healthy controls. We also present some clinical cases using STAGE imaging in patients with stroke, metastasis, multiple sclerosis and a fetus with ventriculomegaly. Overall, STAGE is a comprehensive protocol that provides the clinician with numerous qualitative and quantitative images.


Assuntos
Mapeamento Encefálico/métodos , Meios de Contraste , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Idoso , Inteligência Artificial , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Encefalopatias , Simulação por Computador , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes
10.
Am J Trop Med Hyg ; 98(2): 497-504, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29313473

RESUMO

The hallmark of pediatric cerebral malaria (CM) is sequestration of parasitized red blood cells in the cerebral microvasculature. Malawi-based research using 0.35 Tesla (T) magnetic resonance imaging (MRI) established that severe brain swelling is associated with fatal CM, but swelling etiology remains unclear. Autopsy and clinical studies suggest several potential etiologies, but limitations of 0.35 T MRI precluded optimal investigations into swelling pathophysiology. A 1.5 T MRI in Zambia allowed for further investigations including susceptibility-weighted imaging (SWI). SWI is an ideal sequence for identifying regions of sequestration and microhemorrhages given the ferromagnetic properties of hemozoin and blood. Using 1.5 T MRI, Zambian children with retinopathy-confirmed CM underwent imaging with SWI, T2, T1 pre- and post-gadolinium, diffusion-weighted imaging (DWI) with apparent diffusion coefficients and T2/fluid attenuated inversion recovery sequences. Sixteen children including two with moderate/severe edema were imaged; all survived. Gadolinium extravasation was not seen. DWI abnormalities spared the gray matter suggesting vasogenic edema with viable tissue rather than cytotoxic edema. SWI findings consistent with microhemorrhages and parasite sequestration co-occurred in white matter regions where DWI changes consistent with vascular congestion were seen. Imaging findings consistent with posterior reversible encephalopathy syndrome were seen in children who subsequently had a rapid clinical recovery. High field MRI indicates that vascular congestion associated with parasite sequestration, local inflammation from microhemorrhages and autoregulatory dysfunction likely contribute to brain swelling in CM. No gross radiological blood brain barrier breakdown or focal cortical DWI abnormalities were evident in these children with nonfatal CM.


Assuntos
Encefalopatias/etiologia , Imageamento por Ressonância Magnética/métodos , Malária Cerebral/diagnóstico , Adolescente , Glicemia/análise , Criança , Pré-Escolar , Feminino , Gadolínio/uso terapêutico , Humanos , Lactente , Ácido Láctico/análise , Ácido Láctico/sangue , Malária Cerebral/etiologia , Malaui , Masculino , Pediatria/instrumentação , Pediatria/métodos , Convulsões/etiologia
11.
J Neuroimaging ; 25(4): 600-7, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25316522

RESUMO

BACKGROUND: To determine if extracranial venous structural and flow abnormalities exist in patients with multiple sclerosis (MS). METHODS: Magnetic resonance imaging was used to assess the anatomy and function of major veins in the neck in 138 MS patients and 67 healthy controls (HC). Time-of-flight MR angiography (MRA) was used to assess stenosis while 2-dimensional phase-contrast flow quantification was used to assess flow at the C2/C3 and C5/C6 levels. Venous flow was normalized to the total arterial flow. The MS patients were divided into stenotic (ST) and nonstenotic (NST) groups based on MRA assessment, and each group was compared to the HC group in anatomy and flow. RESULTS: The MS group showed lower normalized internal jugular vein (IJV) blood flow (tIJV/tA) than the HC group (P < .001). In the MS group, 72 (52%) were classified as ST while 66 (48%) were NST. In the HC group, 11 (23%) were ST while 37 (77%) were NST. The ST-MS group had lower IJV flow than both HC and NST-MS groups. CONCLUSION: After categorizing the MS population into two groups based upon anatomical stenosis, as determined from an absolute quantification of IJV cross section, clear differences in IJV flow between the ST-MS and HC samples became evident. Despite the unknown etiology of MS, abnormal venous flow was noted in a distinct group of MS patients compared to HC.


Assuntos
Veias Jugulares/fisiopatologia , Angiografia por Ressonância Magnética/métodos , Esclerose Múltipla/complicações , Esclerose Múltipla/fisiopatologia , Doenças Vasculares/etiologia , Doenças Vasculares/fisiopatologia , Adolescente , Adulto , Idoso , Velocidade do Fluxo Sanguíneo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valores de Referência , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto Jovem
12.
Int J Biomed Imaging ; 2014: 239123, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25136355

RESUMO

White matter hyperintensities (WMH) seen on T2WI are a hallmark of multiple sclerosis (MS) as it indicates inflammation associated with the disease. Automatic detection of the WMH can be valuable in diagnosing and monitoring of treatment effectiveness. T2 fluid attenuated inversion recovery (FLAIR) MR images provided good contrast between the lesions and other tissue; however the signal intensity of gray matter tissue was close to the lesions in FLAIR images that may cause more false positives in the segment result. We developed and evaluated a tool for automated WMH detection only using high resolution 3D T2 fluid attenuated inversion recovery (FLAIR) MR images. We use a high spatial frequency suppression method to reduce the gray matter area signal intensity. We evaluate our method in 26 MS patients and 26 age matched health controls. The data from the automated algorithm showed good agreement with that from the manual segmentation. The linear correlation between these two approaches in comparing WMH volumes was found to be Y = 1.04X + 1.74 (R (2) = 0.96). The automated algorithm estimates the number, volume, and category of WMH.

13.
Curr Neurovasc Res ; 11(4): 349-58, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25233279

RESUMO

We studied cerebrospinal fluid (CSF) flow dynamics at the cervical level in association with internal jugular veins (IJV) flow for 92 patients with multiple sclerosis (MS). Phase contrast magnetic resonance imaging was used to quantify flow of the CSF and major vessels (including the IJV and the carotid arteries) at the C2-C3 level in the neck. Contrast enhanced MR angiography and time-of-flight MR venography were used to subdivide MS patients into stenotic (ST) and non-stenotic (NST) populations. We evaluated: IJV flow normalized by arterial flow; CSF peaks; CSF outflow duration and its onset from systole. We tested if these variables were statistically different among different MS phenotypes and between ST and NST MS patients. The delay between the beginning of beginning of systole and the CSF outflow was higher in ST compared to NST MS. Less IJV flow was observed in ST vs NST MS. None of the measures was different between the different MS phenotypes. These results suggest that alterations of IJV morphology affect both IJV flow and CSF flow timing but not CSF flow amplitude.


Assuntos
Meios de Contraste/metabolismo , Imageamento por Ressonância Magnética , Esclerose Múltipla/fisiopatologia , Fluxo Sanguíneo Regional/fisiologia , Adulto , Constrição Patológica/fisiopatologia , Feminino , Humanos , Veias Jugulares/patologia , Angiografia por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Estatística como Assunto , Estatísticas não Paramétricas
14.
Magn Reson Imaging ; 32(10): 1272-6, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25131626

RESUMO

Decreased oxygen saturation in asymmetrically prominent cortical veins (APCV) seen in ischemic stroke has been hypothesized to correlate with an increase of de-oxygenated hemoglobin. Our goal is to quantify magnetic susceptibility to define APCV by establishing a cutoff above which the deoxyhemoglobin levels are considered abnormal. A retrospective study was conducted on 26 patients with acute ischemic stroke in one cerebral hemisphere that exhibited APCV with 30 age- and sex-matched healthy controls. Quantitative susceptibility mapping (QSM) was used to calculate the magnetic susceptibility of the cortical veins. A paired t-test was used to compare the susceptibility of the cortical veins in the left and right hemispheres for healthy controls as well as in the contralateral hemisphere for stroke patients with APCV. The change in oxygen saturation in the APCV relative to the contralateral side was calculated after thresholding the susceptibility using the mean plus two standard deviations of the contralateral side for each individual. The thresholded susceptibility value of the APCVs in the stroke hemisphere was 254±48 ppb which was significantly higher (p<0.05) than that in the contralateral hemisphere (123±12 ppb) and in healthy controls (125±8 ppb). There was a decrease of oxygen saturation in the APCV ranging from 16% to 44% relative to the veins of the contralateral hemisphere. In conclusion, APCV seen in SWI correspond to reduced levels of oxygen saturation and these abnormal veins can be identified using a susceptibility threshold on the QSM data.


Assuntos
Isquemia Encefálica/patologia , Encéfalo/irrigação sanguínea , Circulação Cerebrovascular/fisiologia , Oxigênio/química , Acidente Vascular Cerebral/fisiopatologia , Idoso , Algoritmos , Artefatos , Estudos de Casos e Controles , Imagem de Difusão por Ressonância Magnética , Feminino , Hemodinâmica , Hemoglobinas/química , Humanos , Processamento de Imagem Assistida por Computador , Angiografia por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Software
15.
Magn Reson Imaging ; 31(10): 1668-76, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23850076

RESUMO

BACKGROUND AND PURPOSE: The use of magnetic resonance imaging (MRI) to assess the vascular nature of diseases such as multiple sclerosis (MS) is a growing field of research. This work reports on the application of MR angiographic (MRA) and venographic (MRV) techniques in assessing the extracranial vasculature in MS patients. MATERIALS AND METHODS: A standardized MRI protocol containing 2D TOF-MRV and dynamic 3D contrast-enhanced (CE) MRAV was run for 170 MS patients and 40 healthy controls (HC). The cross-sectional area (CSA) of the internal jugular veins (IJVs) was measured at three neck levels in all subjects for both MRV techniques to determine the presence of venous stenoses. All data were analyzed retrospectively. RESULTS: For the values where both methods showed signal, the 3D method showed larger CSA measurement values compared to 2D methods in both IJVs, in both MS and HC subjects which was confirmed with student paired t-tests. Of the 170 MS patients, 93 (55%) in CE-MRAV and 103 (61%) in TOF-MRV showed stenosis in at least one IJV. The corresponding numbers for the 40 HC subjects were 2 (5%) and 4 (10%), respectively. Carotid ectasias with IJV stenosis were seen in 26 cases (15%) with 3D CE-MRAV and were not observable with 2D TOF-MRV. Carotid ectasias were not seen in the HC group. In the 2D TOF-MRV data, banding of the IJVs related to slow flow was seen in 58 (34%) MS cases and in no HC cases. MS patients showed lower average CSAs than the HC subjects. CONCLUSION: The 3D CE MRAV depicted the vascular anatomy more completely than the 2D TOF-MRV. However, the 3D CE MRAV does not provide any information about the flow characteristics which are indirectly available in the 2D TOF-MRV in those cases where there is slow flow.


Assuntos
Algoritmos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Veias Jugulares/patologia , Angiografia por Ressonância Magnética/métodos , Esclerose Múltipla/patologia , Insuficiência Venosa/patologia , Feminino , Humanos , Aumento da Imagem/métodos , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/complicações , Flebografia/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Insuficiência Venosa/complicações
16.
Rev Recent Clin Trials ; 7(2): 117-26, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22356242

RESUMO

PURPOSE: To study the blood flow through the internal jugular veins (IJVs) of the MS population. MATERIALS AND METHODS: Two hundred MS patients and 14 normal volunteers were evaluated with magnetic resonance imaging (MRI) at 3T. Contrast-enhanced time-resolved 3D MR angiography and 2D time-of-flight imaging were performed to assess abnormalities in the extracranial vascular anatomy. Based on this assessment, the MS population was divided into subgroups of non-stenotic (NST), cervical 1 stenotic only (C1ST) and cervical 6 stenotic (C6ST) subjects. In this study, 2D phase contrast MR imaging was used to quantify blood flow through major veins and arteries in the neck and flow differences among the groups were analyzed. RESULTS: Of the 200 MS patients, 87 (43.5%) belonged to the NST group, 50 (25%) belonged to the C1ST group and 63 (31.5%) belonged to the C6ST group. The total IJV flow normalized to the total arterial flow of the NST group was 75.12 ± 12.22 %. This was significantly higher than that of the C1ST group, 63.93 ± 16.08 % (p < 0.0001), which in turn was significantly higher than that of the C6ST group, 52.13 ± 20.71 % (p = 0.001). Seventy-nine percent of the stenotic groups had a normalized subdominant IJV flow of less than 20%, a combined IJV flow of less than 5o% and/or a sub-dominant IJV flow vs. dominant IJV flow ratio of less than 1/3. Only 2% of the NST group had a combined IJV flow of less than 50%, compared to 35% of the stenotic groups. CONCLUSION: Blood flow through the IJVs was reduced in the MS population with stenoses compared to those without.


Assuntos
Circulação Cerebrovascular , Veias Jugulares/fisiopatologia , Angiografia por Ressonância Magnética/métodos , Esclerose Múltipla/fisiopatologia , Fluxo Sanguíneo Regional/fisiologia , Insuficiência Venosa/diagnóstico , Humanos , Veias Jugulares/patologia , Esclerose Múltipla/complicações , Esclerose Múltipla/diagnóstico , Insuficiência Venosa/etiologia , Insuficiência Venosa/fisiopatologia
17.
Tech Vasc Interv Radiol ; 15(2): 101-12, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22640499

RESUMO

The goal of this work is to present a broad magnetic resonance imaging (MRI) protocol for use in the study of chronic cerebrospinal venous insufficiency (CCSVI). The CCSVI MRI protocol includes the following sequences: time-resolved contrast-enhanced 3D MR angiography, 2D time-of-flight MR venography, and 3D volumetric interpolated breath-hold examination to assess venous structural abnormalities; phase-contrast MR imaging at different levels in the neck and thoracic cavity to quantify flow through the veins, arteries, and cerebrospinal fluid; T2-weighted imaging, T2-weighted fluid-attenuated inversion recovery, and pre- and post-contrast T1-weighted imaging of the brain for examinations of parenchymal lesions; and finally, susceptibility-weighted imaging for quantification of iron deposition in the brain. Data from 111 clinically definite multiple sclerosis patients were assessed for potential structural and flow CCSVI risk criteria, including stenosis, atresia, aplasia, dominant to subdominant venous flow ratio (D:sD), and the sum of their flow rates. Of the 111 patients, 50 (45%) were determined to be nonstenotic (NST) with no stenosis or atresia in their internal jugular veins (IJV), and the rest 61 (55%) were stenotic (ST) having at least one internal jugular vein stenosis or atresia. No occurrence of aplasia was observed. A D:sD of greater than 3:1 was observed in 15 (24.6%) patients of the ST group and 2 (4.0%) patients of the NST group. A sum of dominant and subdominant venous flow rate of <8 mL/s was observed in 22 (36.1%) patients of the ST group and 6 (12.0%) patients of the NST group. MRI provides valuable information in the observation of potential CCSVI risk factors. Low total flow in the 2 dominant veins seemed to be the strongest indicator for risk of having stenoses in the multiple sclerosis population.


Assuntos
Veias Cerebrais/patologia , Veias Cerebrais/cirurgia , Angiografia por Ressonância Magnética/métodos , Esclerose Múltipla/patologia , Medula Espinal/irrigação sanguínea , Medula Espinal/patologia , Insuficiência Venosa/patologia , Doença Crônica , Humanos , Esclerose Múltipla/complicações , Insuficiência Venosa/complicações
18.
Neurol Res ; 34(8): 780-92, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22971468

RESUMO

Venous vascular contributing factors to multiple sclerosis (MS) have been known for some time. Only recently has the scope of their potential role become more apparent with the theory of chronic cerebrospinal venous insufficiency (CCSVI). As research expands to further explore the role of vascular pathology in the MS population, it is expedient to review the evidence from an imaging perspective. In this paper, we review the current state-of-the-art methods using magnetic resonance imaging (MRI) as applied to imaging MS patients and CCSVI. This includes evaluating imaging signatures of vascular structure and flow as well as brain iron content. Upon review of the literature, we find that extracranial venous anomalies including stenosis, venous malformations, and collateralization of flow in the major veins of the neck have been observed to be prevalent in the MS population. Abnormal flow has been reported in MS patients both in major vessels using phase-contrast flow quantification and in the brain using perfusion-weighted imaging. We discuss the role of quantitative flow imaging and its potential in assessing possible biomarkers for abnormal flow. Finally, it has been suggested that the presence of high iron content may indirectly indicate progression of existing vascular pathology. To that end, we review the use of susceptibility-weighted imaging in monitoring iron in the thalamus, basal ganglia, and MS lesions.


Assuntos
Encéfalo/irrigação sanguínea , Ferro/metabolismo , Imageamento por Ressonância Magnética/métodos , Esclerose Múltipla/patologia , Doenças Vasculares/patologia , Insuficiência Venosa/patologia , Gânglios da Base/metabolismo , Biomarcadores/metabolismo , Circulação Cerebrovascular/fisiologia , Constrição Patológica/complicações , Constrição Patológica/patologia , Humanos , Imageamento por Ressonância Magnética/estatística & dados numéricos , Esclerose Múltipla/complicações , Esclerose Múltipla/metabolismo , Esclerose Múltipla/fisiopatologia , Neuroimagem/métodos , Tálamo/metabolismo , Doenças Vasculares/complicações , Doenças Vasculares/fisiopatologia , Malformações Vasculares/patologia , Insuficiência Venosa/complicações , Insuficiência Venosa/fisiopatologia
19.
Neurol Res ; 34(8): 802-9, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22971469

RESUMO

OBJECTIVES: To study blood flow characteristics through the internal jugular veins (IJVs) at the cervical levels C2/C3 and C5/C6 in the neck of multiple sclerosis (MS) patients. METHODS: Magnetic resonance imaging at 3T was performed on 323 MS patients. Phase contrast imaging was used to quantify blood flow at both the C2/C3 and C5/C6 levels. Total IJV flow (tIJF) was normalized by total arterial flow (tAF). Contrast-enhanced time-resolved 3D MR arteriovenography and 2D time-of-flight MR venography were performed to assess IJV anatomy. Based on this assessment, the MS population was divided into non-stenotic (NST) and stenotic (ST) subjects. RESULTS: Of all the patients, 100 (31%) belonged to the NST group and 223 (69%) belonged to the ST group. At the C2/C3 and C5/C6 levels, the normalized tIJF of the ST group was 56±26% and 51±23%, respectively. This was significantly lower than that of the NST group, 85±13% and 73±12% (P<0·001). Zero percent and 5% of the NST group had a normalized tIJF of less than 50% at the C2/C3 and C5/C6 levels, compared to 37% and 47% for the ST group. The tAF was smaller for the secondary and primary progressive MS patients than the relapsing remitting MS patients (P = 0·02 and 0·01, respectively), while the tIJF was similar among all MS types. CONCLUSION: Total blood flow through the IJVs at both the C2/C3 and C5/C6 levels was reduced in the ST group compared to the NST group.


Assuntos
Veias Jugulares/fisiopatologia , Imageamento por Ressonância Magnética/métodos , Esclerose Múltipla/fisiopatologia , Fluxo Sanguíneo Regional/fisiologia , Adulto , Idoso , Vértebras Cervicais , Constrição Patológica/complicações , Constrição Patológica/diagnóstico , Constrição Patológica/fisiopatologia , Feminino , Humanos , Veias Jugulares/patologia , Angiografia por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/complicações , Flebografia/métodos
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