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1.
Clin Radiol ; 79(1): e41-e47, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37872026

RESUMO

AIM: To investigate the effect of deep learning on the diagnostic performance of radiologists and radiology residents in detecting breast cancers on computed tomography (CT). MATERIALS AND METHODS: In this retrospective study, patients undergoing contrast-enhanced chest CT between January 2010 and December 2020 using equipment from two vendors were included. Patients with confirmed breast cancer were categorised as the training (n=201) and validation (n=26) group and the testing group (n=30) using processed CT images from either vendor. The trained deep-learning model was applied to test group patients with (30 females; mean age = 59.2 ± 15.8 years) and without (19 males, 21 females; mean age = 64 ± 15.9 years) breast cancer. Image-based diagnostic performance of the deep-learning model was evaluated with the area under the receiver operating characteristic curve (AUC). Two radiologists and three radiology residents were asked to detect malignant lesions by recording a four-point diagnostic confidence score before and after referring to the result from the deep-learning model, and their diagnostic performance was evaluated using jackknife alternative free-response receiver operating characteristic analysis by calculating the figure of merit (FOM). RESULTS: The AUCs of the trained deep-learning model on the validation and test data were 0.976 and 0.967, respectively. After referencing with the result of the deep learning model, the FOMs of readers significantly improved (reader 1/2/3/4/5: from 0.933/0.962/0.883/0.944/0.867 to 0.958/0.968/0.917/0.947/0.900; p=0.038). CONCLUSION: Deep learning can help radiologists and radiology residents detect breast cancer on CT.


Assuntos
Neoplasias da Mama , Aprendizado Profundo , Radiologia , Masculino , Feminino , Humanos , Adulto , Pessoa de Meia-Idade , Idoso , Neoplasias da Mama/diagnóstico por imagem , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/métodos , Radiologistas
2.
Clin Radiol ; 79(6): 453-459, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38614869

RESUMO

AIM: To evaluate whether deep learning reconstruction (DLR) can accelerate the acquisition of magnetic resonance imaging (MRI) sequences of the knee for clinical use. MATERIALS AND METHODS: Using a 1.5-T MRI scanner, sagittal fat-suppressed T2-weighted imaging (fs-T2WI), coronal proton density-weighted imaging (PDWI), and coronal T1-weighted imaging (T1WI) were performed. DLR was applied to images with a number of signal averages (NSA) of 1 to obtain 1DLR images. Then 1NSA, 1DLR, and 4NSA images were compared subjectively, and by noise (standard deviation of intra-articular water or medial meniscus) and contrast-to-noise ratio between two anatomical structures or between an anatomical structure and intra-articular water. RESULTS: Twenty-seven healthy volunteers (age: 40.6 ± 11.9 years) were enrolled. Three 1DLR image sequences were obtained within 200 s (approximately 12 minutes for 4NSA image). According to objective evaluations, PDWI 1DLR images showed the smallest noise and significantly higher contrast than 1NSA and 4NSA images. For fs-T2WI, smaller noise and higher contrast were observed in the order of 4NSA, 1DLR, and 1NSA images. According to the subjective analysis, structure visibility, image noise, and overall image quality were significantly better for PDWI 1DLR than 1NSA images; moreover, the visibility of the meniscus and bone, image noise, and overall image quality were significantly better for 1DLR than 4NSA images. Fs-T2WI and T1WI 1DLR images showed no difference between 1DLR and 4NSA images. CONCLUSION: Compared to PDWI 4NSA images, PDWI 1DLR images were of higher quality, while the quality of fs-T2WI and T1WI 1DLR images was similar to that of 4NSA images.


Assuntos
Aprendizado Profundo , Articulação do Joelho , Imageamento por Ressonância Magnética , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Adulto , Feminino , Articulação do Joelho/diagnóstico por imagem , Articulação do Joelho/anatomia & histologia , Voluntários Saudáveis , Pessoa de Meia-Idade , Razão Sinal-Ruído , Interpretação de Imagem Assistida por Computador/métodos
3.
Clin Radiol ; 78(1): e13-e21, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36116967

RESUMO

AIM: To evaluate 1.5 T magnetic resonance imaging (MRI) brain images with denoising procedures using deep learning-based reconstruction (dDLR) relative to the original 1.5 and 3 T images. MATERIALS AND METHODS: Eleven volunteers underwent MRI at 3 and 1.5 T. Two-dimensional fast spin-echo T2-weighted imaging (T2WI), fluid-attenuated inversion recovery (FLAIR) imaging and diffusion-weighted imaging (DWI) sequences were performed. The dDLR method was applied to the 1.5 T data (dDLR-1.5 T), then the image quality of the dDLR-1.5 T data relative to the original 1.5 T and 3 T data was qualitatively and quantitatively assessed based on the structure similarity (SSIM) index; the signal-to-noise ratios (SNRs) of the grey matter (GM) and white matter (WM); and the contrast-to-noise ratios (CNRs) between the GM and WM (CNRgm-wm) and between the striatum (ST) and WM (CNRst-wm). RESULTS: The perceived image quality, and SNRs and CNRs were significantly higher for the dDLR-1.5 T images versus the 1.5 T images for all sequences and almost comparable or even superior to those of the 3 T images. For DWI, the SNRs and CNRst-wm were significantly higher for the dDLR-1.5 T images versus the 3 T images. CONCLUSION: The dDLR technique improved the image quality of 1.5 T brain MRI images. With respect to qualitative and quantitative measurements, the denoised 1.5 T brain images were almost equivalent or even superior to the 3 T brain images.


Assuntos
Neoplasias Encefálicas , Aprendizado Profundo , Humanos , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Imageamento por Ressonância Magnética/métodos , Imagem de Difusão por Ressonância Magnética/métodos , Neoplasias Encefálicas/patologia
4.
Niger J Clin Pract ; 26(6): 737-741, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37470646

RESUMO

Background: Little is known about the cosmetic surgery procedures sought by Nigerian women. Aim: We sought to report the proportion of cosmetic surgery procedures accessed by Nigerian women and determine any associations between the demographics and cosmetic procedures accessed. Patients and Methods: A retrospective review was conducted between January 2020 and July 2021 of all cosmetic surgery procedures at a single private cosmetic surgery practice. Data were analyzed using means, Mann-Whitney U-test, chi square test, and Fisher's exact test as appropriate. The statistical significance was set at P ≤ 0.05. Results: Of the 392 consultations for cosmetic procedures, 245 (62.5%) patients accessed cosmetic surgery. Most were women (239 (97.6%)) and single (178 (72.7%)). The median age of the patients at surgery was 29.0 years (IQR 26-33), the median weight was 78.8 kg (IQR 71.4-88.8), and the median body mass index (BMI) was 28.1 (IQR 25.7-32.3). Liposuction was the procedure accessed by nearly all the patients (224 (91.4%)). Next to this was bilateral buttock augmentation (199 (81.2%)). Other cosmetic procedures such as tummy tuck, facial cosmetic surgery, umbilicoplasty, and labiaplasty each constituted less than three percent of the patients. The abdomen (224 (91.4%)), back (219 (89.4%)), and arms (79 (32.2%)) were the most common regions of the body sought for liposuction, while the calves (2 (0.8%)) were the least. Liposuction of the arms was associated with the BMI (p < 0.003). Conclusion: Liposuction and bilateral buttock augmentation are the most common cosmetic surgery procedures accessed by this cohort of Nigerian women.


Assuntos
Lipectomia , Cirurgia Plástica , Humanos , Feminino , Animais , Bovinos , Adulto , Masculino , Estudos Retrospectivos , Lipectomia/métodos , Abdome , Índice de Massa Corporal
5.
Clin Radiol ; 77(4): e287-e294, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35093234

RESUMO

AIM: To evaluate chronological changes on serial magnetic resonance imaging (MRI) examinations and clinical prognosis in patients with status epilepticus (SE), as well as the effect of alcohol abuse and heavy alcohol use on clinicoradiological findings. MATERIALS AND METHODS: This retrospective, single-centre study was approved by the institutional review board. Among 345 patients with seizures between January 2010 and October 2021, 27 patients with SE who had undergone both initial MRI (within a week after onset) and follow-up MRI (within 1 month after the initial MRI) were included. Five and three patients with concurrent or previous alcohol abuse and heavy alcohol-use history were included, respectively, and they were classified into the AL (Alcohol use) group. The remaining 19 patients were classified into the non-AL group. Two neuroradiologists independently evaluated both initial and follow-up MRI examinations of each patient; MRI findings were compared between the AL and non-AL groups using Fisher's exact test. In 15 patients, including four patients from the AL group, clinical information 6 months after the onset of SE was available; this information was compared between the two groups. RESULTS: Brain atrophy (5/8 versus 2/19, p=0.011; odds ratio, 12.29 [95% confidence interval, 1.32-189.2]) and unfavourable clinical course with uncontrollable seizures (3/4 versus 1/11, p=0.033; odds ratio, 30[1.43-638.19]) were significantly more frequent in the AL group than in the non-AL group. CONCLUSION: Among patients with SE, alcohol abuse and heavy alcohol-use history were associated with unfavourable seizure control and brain atrophy.


Assuntos
Alcoolismo , Doenças do Sistema Nervoso Central , Estado Epiléptico , Alcoolismo/complicações , Alcoolismo/patologia , Atrofia , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Doenças do Sistema Nervoso Central/patologia , Humanos , Estudos Retrospectivos , Convulsões/patologia , Estado Epiléptico/complicações , Estado Epiléptico/diagnóstico por imagem , Estado Epiléptico/patologia
6.
Colorectal Dis ; 22(12): 1984-1990, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32780478

RESUMO

AIM: Differentiating appendiceal mucocele with mucinous adenocarcinoma from other pathologies before surgery is difficult. The objective of this study was to evaluate the utility of CT and 18 F-fluorodeoxyglucose (FDG) with positron emission tomography (PET)/CT for differentiating mucinous adenocarcinoma of appendiceal mucocele from other pathologies. METHOD: The study included 25 patients who underwent surgery for clinically diagnosed appendiceal mucoceles detected on CT at the University of Tokyo Hospital. Among these patients, 19 underwent FDG-PET/CT preoperatively. We compared features of the CT imaging findings and maximum standard uptake values (SUVmax ) detected by FDG-PET/CT between mucocele with mucinous adenocarcinoma and other pathologies. RESULTS: A total of 13 men (52%) and 12 women (48%) were included in this study, with a median age of 65 years (range 34-83). There were six patients (24%) with pathologically confirmed mucinous adenocarcinoma, 15 patients (60%) with appendiceal mucinous neoplasm and four patients (16%) with simple mucocele caused by chronic inflammation. On the CT findings, wall irregularity was the only significant feature for the two groups in this study (83.3% vs 0.0%, P < 0.01). There was a significant difference in the SUVmax levels on PET/CT between the two groups (100.0% vs 20.0%, P < 0.01). CONCLUSION: Distinguishing between mucocele with mucinous adenocarcinoma and other pathologies using imaging modalities is challenging. Our results suggest that wall irregularity on CT and elevated SUVmax on PET/CT are useful factors that can be employed for such discrimination.


Assuntos
Adenocarcinoma Mucinoso , Mucocele , Adenocarcinoma Mucinoso/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Fluordesoxiglucose F18 , Humanos , Masculino , Pessoa de Meia-Idade , Mucocele/diagnóstico por imagem , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos , Tomografia Computadorizada por Raios X
7.
Mol Psychiatry ; 22(10): 1455-1463, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-27217146

RESUMO

Finding robust brain substrates of mood disorders is an important target for research. The degree to which major depression (MDD) and bipolar disorder (BD) are associated with common and/or distinct patterns of volumetric changes is nevertheless unclear. Furthermore, the extant literature is heterogeneous with respect to the nature of these changes. We report a meta-analysis of voxel-based morphometry (VBM) studies in MDD and BD. We identified studies published up to January 2015 that compared grey matter in MDD (50 data sets including 4101 individuals) and BD (36 data sets including 2407 individuals) using whole-brain VBM. We used statistical maps from the studies included where available and reported peak coordinates otherwise. Group comparisons and conjunction analyses identified regions in which the disorders showed common and distinct patterns of volumetric alteration. Both disorders were associated with lower grey-matter volume relative to healthy individuals in a number of areas. Conjunction analysis showed smaller volumes in both disorders in clusters in the dorsomedial and ventromedial prefrontal cortex, including the anterior cingulate cortex and bilateral insula. Group comparisons indicated that findings of smaller grey-matter volumes relative to controls in the right dorsolateral prefrontal cortex and left hippocampus, along with cerebellar, temporal and parietal regions were more substantial in major depression. These results suggest that MDD and BD are characterised by both common and distinct patterns of grey-matter volume changes. This combination of differences and similarities has the potential to inform the development of diagnostic biomarkers for these conditions.


Assuntos
Transtorno Bipolar/fisiopatologia , Transtorno Depressivo Maior/fisiopatologia , Substância Cinzenta/fisiopatologia , Adulto , Transtorno Bipolar/diagnóstico por imagem , Encéfalo/fisiopatologia , Estudos de Casos e Controles , Transtorno Depressivo Maior/diagnóstico por imagem , Feminino , Substância Cinzenta/anatomia & histologia , Substância Cinzenta/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Neuroimagem/métodos , Córtex Pré-Frontal/fisiopatologia
8.
Mol Psychiatry ; 20(4): 447-53, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25070538

RESUMO

The neuropeptide oxytocin may be an effective therapeutic strategy for the currently untreatable social and communication deficits associated with autism. Our recent paper reported that oxytocin mitigated autistic behavioral deficits through the restoration of activity in the ventromedial prefrontal cortex (vmPFC), as demonstrated with functional magnetic resonance imaging (fMRI) during a socio-communication task. However, it is unknown whether oxytocin exhibited effects at the neuronal level, which was outside of the specific task examined. In the same randomized, double-blind, placebo-controlled, within-subject cross-over clinical trial in which a single dose of intranasal oxytocin (24 IU) was administered to 40 men with high-functioning autism spectrum disorder (UMIN000002241/000004393), we measured N-acetylaspartate (NAA) levels, a marker for neuronal energy demand, in the vmPFC using (1)H-magnetic resonance spectroscopy ((1)H-MRS). The differences in the NAA levels between the oxytocin and placebo sessions were associated with oxytocin-induced fMRI signal changes in the vmPFC. The oxytocin-induced increases in the fMRI signal could be predicted by the NAA differences between the oxytocin and placebo sessions (P=0.002), an effect that remained after controlling for variability in the time between the fMRI and (1)H-MRS scans (P=0.006) and the order of administration of oxytocin and placebo (P=0.001). Furthermore, path analysis showed that the NAA differences in the vmPFC triggered increases in the task-dependent fMRI signals in the vmPFC, which consequently led to improvements in the socio-communication difficulties associated with autism. The present study suggests that the beneficial effects of oxytocin are not limited to the autistic behavior elicited by our psychological task, but may generalize to other autistic behavioral problems associated with the vmPFC.


Assuntos
Ácido Aspártico/análogos & derivados , Transtorno Autístico/tratamento farmacológico , Transtorno Autístico/patologia , Ocitocina/administração & dosagem , Córtex Pré-Frontal/metabolismo , Recuperação de Função Fisiológica/efeitos dos fármacos , Administração Intranasal , Adulto , Ácido Aspártico/metabolismo , Método Duplo-Cego , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Espectroscopia de Ressonância Magnética , Masculino , Oxigênio/sangue , Ocitócicos/administração & dosagem , Ocitócicos/farmacologia , Ocitocina/farmacologia , Córtex Pré-Frontal/irrigação sanguínea , Córtex Pré-Frontal/efeitos dos fármacos , Prótons , Estudos Retrospectivos , Fatores de Tempo , Adulto Jovem
9.
AJNR Am J Neuroradiol ; 42(3): 471-478, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33414234

RESUMO

BACKGROUND AND PURPOSE: Synthetic MR imaging creates multiple contrast-weighted images based on a single time-efficient quantitative scan, which has been mostly performed for 2D acquisition. We assessed the utility of 3D synthetic MR imaging in patients with MS by comparing its diagnostic image quality and lesion volumetry with conventional MR imaging. MATERIALS AND METHODS: Twenty-four patients with MS prospectively underwent 3D quantitative synthetic MR imaging and conventional T1-weighted, T2-weighted, FLAIR, and double inversion recovery imaging, with acquisition times of 9 minutes 3 seconds and 18 minutes 27 seconds for the synthetic MR imaging and conventional MR imaging sequences, respectively. Synthetic phase-sensitive inversion recovery images and those corresponding to conventional MR imaging contrasts were created for synthetic MR imaging. Two neuroradiologists independently assessed the image quality on a 5-point Likert scale. The numbers of cortical lesions and lesion volumes were quantified using both synthetic and conventional image sets. RESULTS: The overall diagnostic image quality of synthetic T1WI and double inversion recovery images was noninferior to that of conventional images (P = .23 and .20, respectively), whereas that of synthetic T2WI and FLAIR was inferior to that of conventional images (both Ps < .001). There were no significant differences in the number of cortical lesions (P = .17 and .53 for each rater) or segmented lesion volumes (P = .61) between the synthetic and conventional image sets. CONCLUSIONS: Three-dimensional synthetic MR imaging could serve as an alternative to conventional MR imaging in evaluating MS with a reduced scan time.


Assuntos
Encéfalo/diagnóstico por imagem , Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Esclerose Múltipla/diagnóstico por imagem , Adulto , Encéfalo/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/patologia
10.
AJNR Am J Neuroradiol ; 41(9): 1683-1689, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32763900

RESUMO

BACKGROUND AND PURPOSE: Hypophysitis is one of the well-known adverse effects of immune checkpoint inhibitors. Immune checkpoint inhibitor-induced hypophysitis frequently causes irreversible hypopituitarism, which requires long-term hormone replacement. Despite the high frequency and clinical significance, characteristic MR imaging findings of immune checkpoint inhibitor-induced hypophysitis have not been established. In the present study, we aimed to review and extract the MR imaging features of immune checkpoint inhibitor-induced hypophysitis. MATERIALS AND METHODS: This retrospective international multicenter study comprised 20 patients with melanoma who were being treated with immune checkpoint inhibitors and clinically diagnosed with immune checkpoint inhibitor-induced hypophysitis. Three radiologists evaluated the following MR imaging findings: enlargement of the pituitary gland and stalk; homogeneity of enhancement of the pituitary gland; presence/absence of a well-defined poorly enhanced area and, if present, its location, shape, and signal intensity in T2WI; and enhancement pattern in contrast-enhanced dynamic MR imaging. Clinical symptoms and hormone levels were also recorded. RESULTS: Enlargement of the pituitary gland and stalk was observed in 12 and 20 patients, respectively. Nineteen patients showed poorly enhanced lesions (geographic hypoenhancing lesions) in the anterior lobe, and 11 of these lesions showed hypointensity on T2WI. Thyrotropin deficiency and corticotropin deficiency were observed in 19/20 and 12/17 patients, respectively, which persisted in 12/19 and 10/12 patients, respectively, throughout the study period. CONCLUSIONS: Pituitary geographic hypoenhancing lesions in the anterior lobe of the pituitary gland are characteristic and frequent MR imaging findings of immune checkpoint inhibitor-induced hypophysitis. They reflect fibrosis and are useful in distinguishing immune checkpoint inhibitor-induced hypophysitis from other types of hypophysitis/tumors.


Assuntos
Hipofisite/induzido quimicamente , Hipofisite/patologia , Inibidores de Checkpoint Imunológico/efeitos adversos , Melanoma/tratamento farmacológico , Neoplasias Cutâneas/tratamento farmacológico , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Fibrose/induzido quimicamente , Fibrose/diagnóstico por imagem , Fibrose/patologia , Humanos , Hipofisite/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Melanoma Maligno Cutâneo
11.
J Cell Biol ; 109(4 Pt 1): 1787-94, 1989 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-2793940

RESUMO

P-cadherin is a subclass of Ca2+-dependent cell-cell adhesion molecules present in mouse placenta, where its localization suggests a function of connecting the embryo to the uterus (Nose, A., and M. Takeichi. 1986. J. Cell Biol. 103:2649-2658). We recently identified a human cadherin detected by an mAb capable of disrupting cell-cell adhesion of A-431 cells, and found that it was closely related immunochemically to mouse P-cadherin. Curiously, this cadherin was undetectable in human placenta by immunohistochemical examination (Shimoyama, Y., S. Hirohashi, S. Hirano, M. Noguchi, Y. Shimosato, M. Takeichi, and O. Abe. 1989. Cancer Res. 49:2128-2133). We here report the cloning and sequencing of cDNA clone encoding the human homologue of mouse P-cadherin. The deduced amino acid sequence of the human P-cadherin consists of 829 amino acid and shows striking homology with mouse P-cadherin. On Northern blot analysis, human P-cadherin was scarcely expressed in human placenta in contrast to mouse P-cadherin, which was abundantly expressed in mouse placenta throughout pregnancy, and it was shown that E-cadherin, but not P-cadherin, was the major cadherin molecule in human placenta. Moreover, NIH3T3 cells transfected with human P-cadherin cDNA expressed the functional cadherin molecule, which was identical to the cadherin we had previously identified using the mAb, showing that this molecule really does mediate cell-cell adhesion and that the cadherin we detected immunochemically is undoubtedly human P-cadherin. The results obtained in this study support the idea that P-cadherin plays little role, if any, in Ca2+-dependent cell-cell binding in human placental tissue at least after several weeks of pregnancy.


Assuntos
Moléculas de Adesão Celular/genética , Clonagem Molecular , Placenta/metabolismo , Sequência de Aminoácidos , Animais , Sequência de Bases , Cálcio/farmacologia , Carcinoma de Células Escamosas , Moléculas de Adesão Celular/metabolismo , Linhagem Celular , Células Cultivadas , DNA de Neoplasias/genética , Feminino , Biblioteca Gênica , Humanos , Masculino , Camundongos , Dados de Sequência Molecular , Plasmídeos , Gravidez , Mapeamento por Restrição , Homologia de Sequência do Ácido Nucleico , Transfecção
12.
AJNR Am J Neuroradiol ; 40(10): 1642-1648, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31515218

RESUMO

BACKGROUND AND PURPOSE: A number of MR-derived quantitative metrics have been suggested to assess the pathophysiology of MS, but the reports about combined analyses of these metrics are scarce. Our aim was to assess the spatial distribution of parameters for white matter myelin and axon integrity in patients with relapsing-remitting MS by multiparametric MR imaging. MATERIALS AND METHODS: Twenty-four patients with relapsing-remitting MS and 24 age- and sex-matched controls were prospectively scanned by quantitative synthetic and 2-shell diffusion MR imaging. Synthetic MR imaging data were used to retrieve relaxometry parameters (R1 and R2 relaxation rates and proton density) and myelin volume fraction. Diffusion tensor metrics (fractional anisotropy and mean, axial, and radial diffusivity) and neurite orientation and dispersion index metrics (intracellular volume fraction, isotropic volume fraction, and orientation dispersion index) were retrieved from diffusion MR imaging data. These data were analyzed using Tract-Based Spatial Statistics. RESULTS: Patients with MS showed significantly lower fractional anisotropy and myelin volume fraction and higher isotropic volume fraction in widespread white matter areas. Areas with different isotropic volume fractions were included within areas with lower fractional anisotropy. Myelin volume fraction showed no significant difference in some areas with significantly decreased fractional anisotropy in MS, including in the genu of the corpus callosum and bilateral anterior corona radiata, whereas myelin volume fraction was significantly decreased in some areas where fractional anisotropy showed no significant difference, including the bilateral posterior limb of the internal capsule, external capsule, sagittal striatum, fornix, and uncinate fasciculus. CONCLUSIONS: We found differences in spatial distribution of abnormality in fractional anisotropy, isotropic volume fraction, and myelin volume fraction distribution in MS, which might be useful for characterizing white matter in patients with MS.


Assuntos
Imagem de Tensor de Difusão/métodos , Imageamento por Ressonância Magnética/métodos , Esclerose Múltipla Recidivante-Remitente/diagnóstico por imagem , Esclerose Múltipla/diagnóstico por imagem , Neuritos , Neuroimagem/métodos , Substância Branca/diagnóstico por imagem , Adulto , Anisotropia , Encéfalo/diagnóstico por imagem , Mapeamento Encefálico , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Bainha de Mielina , Estudos Prospectivos
13.
AJNR Am J Neuroradiol ; 40(2): 231-237, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30591507

RESUMO

BACKGROUND AND PURPOSE: The effect of gadolinium on the estimation of myelin has not been reported. The aim of the current study was to investigate the effects of gadolinium on automatic myelin and brain tissue volumetry via quantitative synthetic MR imaging. MATERIALS AND METHODS: The study included 36 patients who were referred for brain metastases screening, and quantitative synthetic MR imaging data before and after gadolinium-based contrast agent administration were analyzed retrospectively. Brain metastases were detected in 17 patients. WM volume, GM volume, CSF volume, non-WM/GM/CSF volume, myelin volume, brain parenchymal volume, myelin fraction (myelin volume/brain parenchymal volume), and intracranial volume were estimated. T1 and T2 relaxation times, proton density, and myelin partial volume per voxel averaged across the brain parenchyma were also analyzed. RESULTS: In patients with and without metastases after gadolinium-based contrast agent administration, measurements of WM and myelin volumes, and myelin fraction were significantly increased (+26.65 and +29.42 mL, +10.14 and +12.46 mL, +0.88% and +1.09%, respectively), whereas measurements of GM, CSF, brain parenchymal, and intracranial volumes were significantly decreased (-36.23 and -34.49 mL, -20.77 and -18.94 mL, -6.76 and -2.84 mL, -27.41 and -21.84 mL, respectively). Non-WM/GM/CSF volume did not show a significant change. T1, T2, and proton density were significantly decreased (-51.34 and -46.84 ms, -2.67 and -4.70 ms, -1.05%, and -1.28%, respectively) after gadolinium-based contrast agent administration, whereas measurements of myelin partial volume were significantly increased (+0.78% and +0.75%, respectively). CONCLUSIONS: Gadolinium had a significant effect on the automatic calculation of myelin and brain tissue volumes using quantitative synthetic MR imaging, which can be explained by decreases in T1, T2, and proton density.


Assuntos
Encéfalo/diagnóstico por imagem , Gadolínio/farmacologia , Imageamento por Ressonância Magnética/métodos , Bainha de Mielina , Neuroimagem/métodos , Idoso , Encéfalo/patologia , Meios de Contraste/farmacologia , Feminino , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Masculino , Pessoa de Meia-Idade , Bainha de Mielina/patologia , Estudos Retrospectivos
14.
Diagn Interv Imaging ; 99(10): 643-651, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29910166

RESUMO

RATIONALE AND OBJECTIVES: To investigate the impact of random survival forest (RSF) classifier trained by radiomics features over the prediction of the overall survival of patients with resectable hepatocellular carcinoma (HCC). MATERIALS AND METHODS: The dynamic computed tomography data of 127 patients (97 men, 30 women; mean age, 68 years) newly diagnosed with resectable HCC were retrospectively analyzed. After manually setting the region of interest to include the tumor within the slice at its maximum diameter, texture analyses were performed with or without a Laplacian of Gaussian filter. Using the extracted 96 histogram based texture features, RSFs were trained using 5-fold cross-validation to predict the individual risk for each patient on disease free survival (DFS) and overall survival (OS). The associations between individual risk and DFS or OS were evaluated using Kaplan-Meier analysis. The effects of the predicted individual risk and clinical variables upon OS were analyzed using a multivariate Cox proportional hazards model. RESULTS: Among the 96 histogram based texture features, RSF extracted 8 of high importance for DFS and 15 for OS. The RSF trained by these features distinguished two patient groups with high and low predicted individual risk (P=1.1×10-4 for DFS, 4.8×10-7 for OS). Based on the multivariate Cox proportional hazards model, high predicted individual risk (hazard ratio=1.06 per 1% increase, P=8.4×10-8) and vascular invasion (hazard ratio=1.74, P=0.039) were the only unfavorable prognostic factors. CONCLUSIONS: The combination of radiomics analysis and RSF might be useful in predicting the prognosis of patients with resectable HCC.


Assuntos
Carcinoma Hepatocelular/diagnóstico por imagem , Carcinoma Hepatocelular/mortalidade , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/mortalidade , Tomografia Computadorizada por Raios X , Idoso , Carcinoma Hepatocelular/patologia , Intervalo Livre de Doença , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Neoplasias Hepáticas/patologia , Masculino , Invasividade Neoplásica , Prognóstico , Modelos de Riscos Proporcionais , Estudos Retrospectivos
15.
AJNR Am J Neuroradiol ; 38(10): 1934-1940, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28775058

RESUMO

BACKGROUND AND PURPOSE: Myelin and axon volume fractions can now be estimated via MR imaging in vivo, as can the g-ratio, which equals the ratio of the inner to the outer diameter of a nerve fiber. The purpose of this study was to evaluate WM damage in patients with MS via this novel MR imaging technique. MATERIALS AND METHODS: Twenty patients with relapsing-remitting MS with a combined total of 149 chronic plaques were analyzed. Myelin volume fraction was calculated based on simultaneous tissue relaxometry. Intracellular and CSF compartment volume fractions were quantified via neurite orientation dispersion and density imaging. Axon volume fraction and g-ratio were calculated by combining these measurements. Myelin and axon volume fractions and g-ratio were measured in plaques, periplaque WM, and normal-appearing WM. RESULTS: All metrics differed significantly across the 3 groups (P < .001, except P = .027 for g-ratio between periplaque WM and normal-appearing WM). Those in plaques differed most from those in normal-appearing WM. The percentage changes in plaque and periplaque WM metrics relative to normal-appearing WM were significantly larger in absolute value for myelin volume fraction than for axon volume fraction and g-ratio (P < .001, except P = .033 in periplaque WM relative to normal-appearing WM for comparison between myelin and axon volume fraction). CONCLUSIONS: In this in vivo MR imaging study, the myelin of WM was more damaged than axons in plaques and periplaque WM of patients with MS. Myelin and axon volume fractions and g-ratio may potentially be useful for evaluating WM damage in patients with MS.


Assuntos
Esclerose Múltipla Recidivante-Remitente/diagnóstico por imagem , Substância Branca/diagnóstico por imagem , Adulto , Idoso , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla Recidivante-Remitente/patologia , Bainha de Mielina/patologia , Substância Branca/patologia
16.
Cancer Res ; 51(5): 1504-8, 1991 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-1997190

RESUMO

The correlation between the clinical outcome in patients with esophageal squamous cell carcinoma and coamplification of the proto-oncogenes int-2 and hst-1, which are partially homologous to angiogenesis-inducing fibroblast growth factor, was analyzed retrospectively. Coamplification of these genes was examined by slot-blot hybridization using DNAs extracted from formalin-fixed and paraffin-embedded blocks of tissues. These tissues were obtained from 107 patients with esophageal squamous cell carcinoma who had undergone radical surgery. Int-2/hst-1 coamplification greater than 3-fold was observed in the primary tumors of 30 of 107 cases (28%), and in the metastatic lymph nodes of 12 of 40 cases (30%). The cumulative survival rate of patients with int-2/hst-1 coamplification in the primary tumors was significantly lower than that of the patients without coamplification (P less than 0.001), and there were no significant differences between the clinicopathological backgrounds of the 2 groups. Int-2/hst-1 coamplification was also significantly correlated with a high incidence of eventual metastasis in distant organs in these patients. These results suggest that int-2/hst-1 coamplification is a new biological indicator of prognosis and distant organ metastasis in patients with esophageal squamous cell carcinoma.


Assuntos
Carcinoma de Células Escamosas/genética , Neoplasias Esofágicas/genética , Fatores de Crescimento de Fibroblastos , Amplificação de Genes , Proteínas Proto-Oncogênicas/genética , Proto-Oncogenes , Carcinoma de Células Escamosas/mortalidade , Neoplasias Esofágicas/mortalidade , Fator 3 de Crescimento de Fibroblastos , Humanos , Metástase Neoplásica , Prognóstico , Taxa de Sobrevida
17.
Cancer Res ; 48(14): 4053-8, 1988 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-2454734

RESUMO

The monoclonal antibody NCC-CO-450 (IgM kappa) was selected by screening of reactivity with high-molecular-weight antigens (Mr greater than 10(6] isolated from ascitic fluid of a colon cancer patient. This antibody detected heterogeneous but predominantly high-molecular-weight antigens in 4 of 6 ascitic fluid samples from gastrointestinal cancer patients by immunoblotting analysis. A sandwich radioimmunoassay was developed in order to examine the serum level of this antigen, and the cutoff value was defined as the mean plus 2 SD of values obtained with sera from normal donors. While 97% (93 of 96) of sera had a negative antigen value in normal donors, 56% (14 of 25) of patients with colorectal carcinoma and 40% (8 of 20) of patients with gastric carcinoma showed a positive antigen value. The distribution of the antigen in sera of patients with various cancers did not show any correlation with the distribution of carcinoembryonic antigen or CA 19-9. From immunohistochemical and biochemical analyses, NCC-CO-450 antigen was characterized as a mucin-like glycoprotein abundant in normal colonic epithelium as well as in carcinomas of the colon, stomach, and pancreas. The immunohistochemical reactivity of NCC-CO-450 was distinct from that of other monoclonal antibodies reported to be useful for serological diagnosis. The epitope recognized by NCC-CO-450 is considered to be an O-linked carbohydrate chain without terminal sialic acid but is different from the known carbohydrate chains, i.e., Lea, Lex, LeY, Tn, sialyl-Lea, and sialyl sugar chain defined by NCC-ST-439 in a competitive binding inhibition assay of monoclonal antibodies. This newly defined antigen is a good example of a normal antigen shed from cancer cells that can be used successfully as a serum tumor marker.


Assuntos
Anticorpos Monoclonais , Líquidos Corporais/análise , Neoplasias Gastrointestinais/análise , Glicoproteínas/análise , Animais , Antígenos de Neoplasias/análise , Antígenos Glicosídicos Associados a Tumores , Antígeno Carcinoembrionário/análise , Ensaio de Imunoadsorção Enzimática , Epitopos/análise , Humanos , Imuno-Histoquímica , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Nus , Radioimunoensaio
18.
Cancer Res ; 49(24 Pt 1): 7106-9, 1989 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-2555059

RESUMO

An immunotoxin was made by conjugating a murine monoclonal antibody (B4G7) that recognizes the human epidermal growth factor (EGF) receptor with gelonin, a ribosome-inactivating protein. This B4G7-gelonin conjugate was shown to be specifically cytotoxic for EGF receptor-hyperproducing cells. The conjugate was tested in nude mice and shown to be capable of suppressing the growth of an EGF receptor-hyperproducing squamous carcinoma cell (A431) solid tumor. Nude mice bearing an A431 cell tumor that were given injections i.p. for 5 consecutive days with at least 10 micrograms of the conjugate showed significant suppression of tumor growth for about 7 days. On the other hand, an unconjugated mixture of B4G7 and gelonin showed no specific antitumor activity against the A431 cell tumor. The growth of an EGF receptor-deficient small cell lung cancer cell (H69) tumor was not suppressed by injection of the conjugate. No toxic effects were observed in histological examination of nontumorous tissues of mice treated with at least 250 micrograms of conjugate per mouse. These results suggest that the conjugate may be useful for targeting therapy to EGF receptor-hyperproducing squamous carcinoma.


Assuntos
Receptores ErbB/efeitos dos fármacos , Imunotoxinas/farmacologia , Proteínas de Plantas/farmacologia , Animais , Anticorpos Monoclonais/farmacologia , Carcinoma de Células Pequenas/patologia , Carcinoma de Células Escamosas/patologia , Sobrevivência Celular/efeitos dos fármacos , Receptores ErbB/imunologia , Feminino , Humanos , Neoplasias Pulmonares/patologia , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Nus , Transplante de Neoplasias , Proteínas Inativadoras de Ribossomos Tipo 1 , Células Tumorais Cultivadas , Neoplasias Vulvares/patologia
19.
Cancer Res ; 52(5): 1187-91, 1992 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-1737378

RESUMO

We investigated the effects of a benzoate of an estradiol-chlorambucil conjugate (KM2210) and chlorambucil on growth, estrogen receptor, and secretion of transforming growth factor (TGF)-alpha in the hormone-dependent human breast cancer cell line MCF-7. In the presence of 10(-10)-10(-6) M KM2210, the estrogen-induced growth of MCF-7 was completely inhibited. Inhibited growth of MCF-7 treated with 10(-8) or 10(-6) M KM2210 for 4 days was not rescued by removal of the drug and the addition of estradiol. By treatment of MCF-7 with KM2210 for 4 days, estrogen receptor-binding sites were decreased at 10(-8) M and were not detected at 10(-6) M but were unaltered by 10(-8) M chlorambucil. Moreover, estrogen receptor immunoreactivity and the level of estrogen receptor mRNA were decreased through treatment with 10(-6) M KM2210 for 4 days. These suppressions occurred prior to the onset of inhibitory action on MCF-7 growth. Secretion of TGF-alpha from MCF-7 was decreased by 4 days of treatment with 10(-8) and 10(-6) M KM2210 but not with chlorambucil. The addition of exogenous TGF-alpha generally restored the growth of MCF-7 treated with 10(-8) M KM2210. We concluded that KM2210 has irreversible or at least long-standing inhibitory effect on estrogen-dependent growth of MCF-7. It is conceivable that the decrease of estrogen receptor renders the cell unable to respond to estrogen with increased TGF-alpha secretion and succeeding cell growth.


Assuntos
Antineoplásicos/farmacologia , Neoplasias da Mama/tratamento farmacológico , Clorambucila/análogos & derivados , Estradiol/análogos & derivados , Receptores de Estrogênio/efeitos dos fármacos , Fator de Crescimento Transformador alfa/metabolismo , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Divisão Celular/efeitos dos fármacos , Clorambucila/farmacologia , Ensaios de Seleção de Medicamentos Antitumorais , Estradiol/farmacologia , Humanos , Receptores de Estrogênio/metabolismo , Fator de Crescimento Transformador alfa/farmacologia , Células Tumorais Cultivadas
20.
Cancer Res ; 49(8): 2128-33, 1989 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-2702654

RESUMO

Two distinct calcium-sensitive cell-cell adhesion molecules were identified in human epithelial tissues and carcinomas using two monoclonal antibodies raised against vulvar epidermoid carcinoma A-431 and human mammary carcinoma MCF-7 and selected on the basis of their activities to disrupt cell-cell adhesion. In immunoblot analysis, these antibodies, designated NCC-CAD-299 and HECD-1, detected main bands of Mr 118,000 and 124,000, respectively. Purified tryptic fragments of the antigen recognized by NCC-CAD-299 showed cross-reactivity with a rabbit antiserum against mouse P-cadherin, indicating that this molecule was the human homologue of P-cadherin. On the other hand, the antigen recognized by HECD-1 showed essentially the same tissue distribution pattern as E-cadherin in the mouse, suggesting that this molecule is the human homologue of E-cadherin. Availability of these monoclonal antibodies to human P- and E-cadherin allowed us to examine their distributions in human tissues immunohistochemically. Both antigens were detected in epithelial tissues, but they showed distributions that were distinct from each other. The antigen recognized by HECD-1 was expressed in almost all epithelial tissues, while distribution of the other one recognized by NCC-CAD-299 was restricted to the basal or lower layers of stratified epithelia in which both antigens were coexpressed. Moreover, immunohistochemical examination of 44 lung carcinomas showed that both molecules were coexpressed in all of them, and suggested that expression of P-cadherin was closely related to the differentiation of carcinoma cells.


Assuntos
Antígenos de Superfície/análise , Carcinoma/análise , Anticorpos Monoclonais/imunologia , Cálcio/farmacologia , Moléculas de Adesão Celular , Epitélio/análise , Humanos , Imuno-Histoquímica , Neoplasias Pulmonares/análise , Tripsina/farmacologia , Células Tumorais Cultivadas
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