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1.
J Magn Reson Imaging ; 56(6): 1820-1831, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35524730

RESUMEN

BACKGROUND: Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) can provide insight into tumor perfusion. However, a method that can quantitatively measure the intra-tumor distribution of tumor voxel clusters with a distinct range of Ktrans and ve values remains insufficiently explored. HYPOTHESIS: Two-dimensional cluster analysis may quantify the distribution of a tumor voxel subregion with a distinct range of Ktrans and ve values in human breast cancer xenografts. STUDY TYPE: Prospective longitudinal study. ANIMAL MODEL: Twenty-two female athymic nude mice with MCF-7 xenograft, treated with E7130, a tumor-microenvironmental ameliorator, or saline. FIELD STRENGTH/SEQUENCE: 9.4 Tesla, turbo rapid acquisition with relaxation enhancement, and spoiled gradient-echo sequences. ASSESSMENT: We performed two-dimensional k-means clustering to identify tumor voxel clusters with a distinct range of Ktrans and ve values on Days 0, 2, and 5 after treatment, calculated the ratio of the number of tumor voxels in each cluster to the total number of tumor voxels, and measured the normalized distances defined as the ratio of the distance between each tumor voxel and the nearest tumor margin to a tumor radius. STATISTICAL TESTS: Unpaired t-tests, Dunnett's multiple comparison tests, and Chi-squared test were used. RESULTS: The largest and second largest clusters constituted 44.4% and 27.5% of all tumor voxels with cluster centroid values of Ktrans at 0.040 min-1 and 0.116 min-1 , and ve at 0.131 and 0.201, respectively. At baseline (Day 0), the average normalized distances for the largest and second largest clusters were 0.33 and 0.24, respectively. E7130-treated group showed the normalized distance of the initial largest cluster decreasing to 0.25, while that of the second largest cluster increasing to 0.31. Saline-treated group showed no change. DATA CONCLUSION: A two-dimensional cluster analysis might quantify the spatial distribution of a tumor subregion with a distinct range of Ktrans and ve values. LEVEL OF EVIDENCE: 1 TECHNICAL EFFICACY: Stage 1.


Asunto(s)
Neoplasias de la Mama , Medios de Contraste , Humanos , Ratones , Femenino , Animales , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/patología , Estudios Prospectivos , Ratones Desnudos , Estudios Longitudinales , Imagen por Resonancia Magnética/métodos , Análisis por Conglomerados
2.
Phys Chem Chem Phys ; 21(42): 23589-23597, 2019 Nov 14.
Artículo en Inglés | MEDLINE | ID: mdl-31621713

RESUMEN

Ion-conducting garnets are important candidates for use in all-solid Li batteries and numerous materials have been synthesized with high ionic conductivities. For understanding ion conduction mechanisms, knowledge on Li+ diffusion behaviour is essential. The proposed nano-scale lithium pathways are composed of tortuous and narrow Li+ channels. The pulsed gradient spin-echo (PGSE) NMR method provides time-dependent 7Li diffusion on the micrometre space. For powder samples, collision-diffraction echo-attenuation plots were observed in a short observation time, which had not been fully explained. The diffraction patterns were reduced or disappeared for single-crystal garnet samples of Li6.5La3Zr1.5Ta0.5O12 (LLZO-Ta) and Li6.5La3Zr1.5Nb0.5O12 (LLZO-Nb). The inner morphology and grain boundaries affect importantly the collision-diffraction behaviours which is inherent to powder samples. The 7Li diffusion observed by PGSE-NMR depends on the observation time (Δ) and the pulsed field gradient (PFG) strength (g) in both powder and single-crystal samples, and the anomalous effects were reduced in the single-crystal samples. The scattered Li diffusion constants converged to a unique value (DLi) with a long Δ and a large g, which is eventually the smallest value. The DLi activation energy was close to that of the ionic conductivity (σ). The DLi values are plotted versus the σ values measured for four powder and two single-crystal garnet samples. Assuming the Nernst-Einstein (NE) relation which was derived for isolated ions in solution, the carrier numbers (NNE) were estimated from the experimental values of DLi and σ. The NNE values of metal-containing garnets were large (<1023 cm-3) and insensitive to temperature. They were larger than Li atomic numbers in cm3 calculated from the density, molecular formula and Avogadro number for LLZOs except for cubic LLZO (Li7La3Zr2O12, NNE∼ 1020 cm-3).

3.
J Chem Phys ; 150(19): 194502, 2019 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-31117795

RESUMEN

Li diffusion was observed by 7Li nuclear magnetic resonance (NMR) spectroscopy in three single-crystal samples of LLZO-Ta (Li6.5La3Zr1.5Ta0.5O12) grown by the floating zone melting method as well as a crushed sample in this study. Previously, the pulsed-gradient spin-echo 7Li NMR method was applied to Li+ diffusion measurements in inorganic solid electrolyte powder samples. Anomalous Li+ diffusion behaviors were observed such as dependence of the observing time (Δ) and pulsed-field-gradient strength (g), and the diffusive-diffraction patterns in short Δ in the echo-attenuation plots. In the powder samples, it is uncertain that the Li ions diffuse in the bulk within grain, across grains, or both. To date, the origins of the anomalous Li+ diffusion have not yet been clearly understood. From models of atomic-level lithium pathways, the micrometer-space diffusion channels are assumed to be narrow with curvatures. In contrast to the powder samples, a single crystal is supposed to be uniform without grain boundaries and the Li ions in single-crystal samples can diffuse in the bulk with negligible effects from the surface. The single-crystal samples are expected to give us proper answers. We found that the 7Li echo-attenuation plots of the single-crystal samples showed anomalous phenomena in dependence on Δ and g with much reduced manners. We found that the phenomena are inherent characteristics of Li+ diffusion in inorganic solid electrolytes. From the aspects of Li+ carrier numbers, the fast divergent Li+ diffusion constants, observed at short Δ with small g, contribute importantly to the electrochemical high ionic conduction measured by impedance spectroscopy.

4.
Biochem Biophys Res Commun ; 495(3): 2275-2281, 2018 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-29269292

RESUMEN

Cep169 is a microtubule plus-end tracking and centrosomal protein that interacts with CDK5RAP2. Cep169 is known to regulate microtubule dynamics and stability; however, its other cellular functions remain largely elusive. In this study, we identified novel Cep169-interacting proteins from HeLa cell extracts. Proteomic analysis via LC-MS/MS helped to identify approximately 400 novel Cep169-interacting proteins, including centrosomal proteins, cilium proteins, microtubule-associating proteins, and several E3 ubiquitin ligases. In addition, we identified in vivo posttranslational modification sites of Cep169, namely, 27 phosphorylation sites, five methylation sites, and four ubiquitination sites. Of these, 14 phosphorylated residues corresponding to the consensus Cdk phosphorylation sites may be required for Cdk1-mediated dissociation of Cep169 from the centrosome during mitosis and Cdk regulation during the G1/S phase. Furthermore, siRNA-induced Cep169 depletion was found to inhibit the growth of RPE1 cells. Our findings suggest that Cep169 regulates cell growth by interacting with multiple proteins.


Asunto(s)
Proteínas de Ciclo Celular/química , Proteínas de Ciclo Celular/metabolismo , Proliferación Celular/fisiología , Proteoma/química , Proteoma/metabolismo , Sitios de Unión , Células HeLa , Humanos , Unión Proteica , Mapeo de Interacción de Proteínas/métodos
5.
AJR Am J Roentgenol ; 209(3): 497-510, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28829171

RESUMEN

OBJECTIVE: This article covers the technical aspects and clinical applications of recent advancements in wrist MRI techniques, including T2 and T1rho mapping, compressed sensing, and isotropic 3D imaging using driven equilibrium sequences, variable-flip-angle refocusing pulse sequences, and parallel imaging. The clinical applications of these techniques include the quantitative analysis of cartilage and triangular fibrocartilaginous complex (TFCC) degeneration, faster scanning times, and improved resolution of complex wrist anatomy, allowing differentiation of degenerative from traumatic TFCC tears and improved morphologic evaluation of chondromalacia. CONCLUSION: MRI of the wrist and of the musculoskeletal system has had multiple novel and exciting advancements in recent years. Several of these advancements, such as parallel imaging, are already in clinical use, and others will be entering the clinical realm in the near future. An understanding of these techniques allows one to use their advantages to greatest effect.


Asunto(s)
Diagnóstico por Imagen/métodos , Artropatías/diagnóstico por imagen , Traumatismos de la Muñeca/diagnóstico por imagen , Articulación de la Muñeca/diagnóstico por imagen , Medios de Contraste , Humanos , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos
6.
Plant Cell Physiol ; 57(10): 2213-2220, 2016 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-27516415

RESUMEN

Vegetative reproduction is a form of asexual propagation in plants. A wide range of plants develop rhizomes, modified stems that grow underground horizontally, as a means of vegetative reproduction. In rhizomatous species, despite their distinct developmental patterns, both rhizomes and aerial shoots derive from axillary buds. Therefore, it is of interest to understand the basis of rhizome initiation and development. Oryza longistaminata, a wild rice species, develops rhizomes. We analyzed bud initiation and growth of O. longistaminata rhizomes using various methods of morphological observation. We show that, unlike aerial shoot buds that contain a few leaves only, rhizome buds initiate several leaves and bend to grow at right angles to the original rhizome. Rhizomes are maintained in the juvenile phase irrespective of the developmental phase of the aerial shoot. Stem elongation and reproductive transition are tightly linked in the aerial shoots, but are uncoupled in the rhizome. Our findings indicate that developmental programs operate independently in the rhizomes and aerial shoots. Temporal modification of the developmental pathways that are common to rhizomes and aerial shoots may be the source of developmental plasticity. Furthermore, the creation of new developmental systems appears to be necessary for rhizome development.


Asunto(s)
Oryza/crecimiento & desarrollo , Rizoma/crecimiento & desarrollo , Luz , Espectroscopía de Resonancia Magnética , Oryza/anatomía & histología , Oryza/efectos de la radiación , Oryza/ultraestructura , Epidermis de la Planta/citología , Epidermis de la Planta/efectos de la radiación , Reproducción/efectos de la radiación , Rizoma/anatomía & histología , Rizoma/efectos de la radiación , Rizoma/ultraestructura
7.
J Magn Reson Imaging ; 44(1): 204-11, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-26713540

RESUMEN

PURPOSE: To examine the feasibility of accelerating magnetic resonance (MR) image acquisition for children using compressed sensing (CS). Skeletal age assessment using MRI sometimes suffers from motion artifacts because of the long scan time in children. Reducing image acquisition time may provide benefits by reducing motion artifacts, increasing efficiency of examination, and creating a stress-free environment. MATERIALS AND METHODS: Undersampling patterns for CS were optimized and CS-based examination with the acceleration factors of 3 (CS3, 55 seconds per scan) and 4 (CS4, 41 seconds per scan) was performed for 59 subjects (35 boys and 24 girls; mean age, 9.1 years; age range, 4.4-15.3 years) using a 0.3T scanner. The skeletal age was assessed by two raters (A and B). RESULTS: The interrater and intrarater reproducibility in skeletal age assessment was high (Pearson's r = 0.966 [CS3(A1) vs. CS3(A2)], 0.962 [CS4(A1) vs. CS4(A2)], 0.935 [CS3(A1) vs. CS3(B)], and 0.964 [CS4(A1) vs. CS4(B)]; P < 0.001). The errors in skeletal age assessed on the basis of CS-reconstructed images were similar to those assessed on the basis of fully Nyquist-sampled images. CONCLUSION: These results demonstrate the validity and reliability of skeletal age examination accelerated by CS-MRI. We conclude that the acceleration factor of 3 was optimal. J. Magn. Reson. Imaging 2016;44:204-211.


Asunto(s)
Determinación de la Edad por el Esqueleto/métodos , Envejecimiento/fisiología , Compresión de Datos/métodos , Huesos de la Mano/diagnóstico por imagen , Huesos de la Mano/crecimiento & desarrollo , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Adolescente , Envejecimiento/patología , Algoritmos , Niño , Preescolar , Estudios de Factibilidad , Femenino , Humanos , Masculino , Variaciones Dependientes del Observador , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
8.
Biochem Biophys Res Commun ; 468(4): 642-6, 2015 Dec 25.
Artículo en Inglés | MEDLINE | ID: mdl-26549230

RESUMEN

Cep169 is a centrosomal protein conserved among vertebrates. In our previous reports, we showed that mammalian Cep169 interacts and collaborates with CDK5RAP2 to regulate microtubule (MT) dynamics and stabilization. Although Cep169 is required for MT regulation, its precise cellular function remains largely elusive. Here we show that Cep169 associates with centrosomes during interphase, but dissociates from these structures from the onset of mitosis, although CDK5RAP2 (Cep215) is continuously located at the centrosomes throughout cell cycle. Interestingly, treatment with purvalanol A, a Cdk1 inhibitor, nearly completely blocked the dissociation of Cep169 from centrosomes during mitosis. In addition, mass spectrometry analyses identified 7 phosphorylated residues of Cep169 corresponding to consensus phosphorylation sequence for Cdk1. These data suggest that the dissociation of Cep169 from centrosomes is controlled by Cdk1/Cyclin B during mitosis, and that Cep169 might regulate MT dynamics of mitotic spindle.


Asunto(s)
Proteínas de Ciclo Celular/metabolismo , Centrosoma/metabolismo , Centrosoma/ultraestructura , Quinasas Ciclina-Dependientes/metabolismo , Mitosis/fisiología , Proteína Quinasa CDC2 , Células HeLa , Humanos , Fosforilación/fisiología
9.
Biochem Biophys Res Commun ; 467(4): 754-9, 2015 Nov 27.
Artículo en Inglés | MEDLINE | ID: mdl-26482847

RESUMEN

CDK5RAP2 is a centrosomal protein that regulates the recruitment of a γ-tubulin ring complex (γ-TuRC) onto centrosomes and microtubules (MTs) dynamics as a member of MT plus-end-tracking proteins (+TIPs). In our previous report, we found mammalian Cep169 as a CDK5RAP2 binding partner, and Cep169 accumulates at the distal ends of MTs and centrosomes, and coincides with CDK5RAP2. Depletion of Cep169 induces MT depolymerization, indicating that Cep169 targets MT tips and regulates stability and dynamics of MTs. However, how Cep169 contributes to the stabilization of MT remains unclear. Here we show that Cep169 is able to stabilize MTs and induces formation of long MT bundles with intense acetylation of MTs with CDK5RAP2, when expressed at higher levels in U2OS cells. In addition, we demonstrated that Cep169 forms homodimers through its N-terminal domain and directly interacts with MTs through its C-terminal domain. Interestingly, Cep169 mutants, which lack each domains, completely abolished the activity, respectively. Therefore, Cep169 bundles MTs and induces solid structure of MTs by crosslinking each adjacent MTs as a homodimer.


Asunto(s)
Proteínas de Ciclo Celular/metabolismo , Proteínas Asociadas a Microtúbulos/metabolismo , Microtúbulos/metabolismo , Sitios de Unión , Proteínas de Ciclo Celular/genética , Línea Celular , Centrosoma/metabolismo , Humanos , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Proteínas Asociadas a Microtúbulos/genética , Mutación , Proteínas del Tejido Nervioso/metabolismo , Multimerización de Proteína , Estructura Terciaria de Proteína , Tubulina (Proteína)/metabolismo
10.
Proc Natl Acad Sci U S A ; 109(19): 7320-5, 2012 May 08.
Artículo en Inglés | MEDLINE | ID: mdl-22523237

RESUMEN

Chromosome segregation machinery is controlled by mechanochemical regulation. Tension in a mitotic spindle, which is balanced by molecular motors and polymerization-depolymerization dynamics of microtubules, is thought to be essential for determining the timing of chromosome segregation after the establishment of the kinetochore-microtubule attachments. It is not known, however, whether and how applied mechanical forces modulate the tension balance and chemically affect the molecular processes involved in chromosome segregation. Here we found that a mechanical impulse externally applied to mitotic HeLa cells alters the balance of forces within the mitotic spindle. We identified two distinct mitotic responses to the applied mechanical force that either facilitate or delay anaphase onset, depending on the direction of force and the extent of cell compression. An external mechanical impulse that physically increases tension within the mitotic spindle accelerates anaphase onset, and this is attributed to the facilitation of physical cleavage of sister chromatid cohesion. On the other hand, a decrease in tension activates the spindle assembly checkpoint, which impedes the degradation of mitotic proteins and delays the timing of chromosome segregation. Thus, the external mechanical force acts as a crucial regulator for metaphase progression, modulating the internal force balance and thereby triggering specific mechanochemical cellular reactions.


Asunto(s)
Cinetocoros/metabolismo , Metafase , Microtúbulos/metabolismo , Huso Acromático/metabolismo , Autoantígenos/genética , Autoantígenos/metabolismo , Proteínas de Unión al Calcio/genética , Proteínas de Unión al Calcio/metabolismo , Ciclo Celular , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Proteína A Centromérica , Proteínas Cromosómicas no Histona/genética , Proteínas Cromosómicas no Histona/metabolismo , Segregación Cromosómica , Proteínas Fluorescentes Verdes/genética , Proteínas Fluorescentes Verdes/metabolismo , Células HeLa , Humanos , Proteínas Mad2 , Microscopía Confocal , Mitosis , Proteínas Serina-Treonina Quinasas/genética , Proteínas Serina-Treonina Quinasas/metabolismo , Proteínas Represoras/genética , Proteínas Represoras/metabolismo , Factores de Tiempo
11.
Magn Reson Med Sci ; 2024 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-38417909

RESUMEN

A chemically fixed Carnegie stage 23 (approximately 56 days of gestation) human embryo specimen was imaged using 3D spin-echo and gradient-echo sequences in a static magnetic field strength of 4.74T, and a quantitative susceptibility map was calculated using the 3D gradient-echo image. The acquired 3D microscopic images (90 µm cube voxel size) clarified the relationship between R2 (transverse relaxation rate), R2* (apparent transverse relaxation rate), and magnetic susceptibility in the heart, liver, kidney, and spinal cord. The results suggested that the R2* and magnetic susceptibility in each tissue were probably due to paramagnetic iron ions originating from erythrocytes. The large R2* (~130 s-1) and magnetic susceptibility (~0.122 ppm) in the liver were attributed to its hemopoietic function. A large magnetic susceptibility (~0.116 ppm) was also observed in the spinal cord, but we conclude that more detailed future studies are needed.

12.
Magn Reson Med Sci ; 2024 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-38369336

RESUMEN

PURPOSE: To delineate brain microstructures in human embryos during the formation of the various major primordia by MR microscopy, with different contrasts appropriate for each target. METHODS: We focused mainly on the internal structures in the cerebral cortex and the accessory nerves of the brain. To find appropriate sequence parameters, we measured nuclear magnetic resonance (NMR) parameters and created kernel density plots of T1 and T2 values. We performed T1-weighted gradient echo imaging with parameters similar to those used in the previous studies. We performed T2*-weighted gradient echo imaging to delineate the target structures with the appropriate sequence parameters according to the NMR parameter and flip angle measurements. We also performed high-resolution imaging with both T1- and T2*-weighted sequences. RESULTS: T1, T2, and T2* values of the target tissues were positively correlated and shorter than those of the surrounding tissues. In T1-weighted images with a voxel size of (30 µm)3 and (20 µm)3, various organs and tissues and the agarose gel were differentiated as in previous studies, and the structure of approximately 40 µm in size was depicted, but the detailed structures within the cerebral cortex and the accessory nerves were not delineated. In T2*-weighted images with a voxel size of (30 µm)3, the layered structure within the cerebral cortex and the accessory nerves were clearly visualized. Overall, T1-weighted images provided more information than T2*-weighted images, but important internal brain structures of interest were visible only in T2*-weighted images. Therefore, it is essential to perform MR microscopy with different contrasts. CONCLUSION: We have visualized brain structures in a human embryo that had not previously been delineated by MR microscopy. We discussed pulse sequences appropriate for the structures of interest. This methodology would provide a way to visualize crucial embryological information about the anatomical structure of human embryos.

13.
Mol Cancer Ther ; 23(2): 235-247, 2024 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-37816248

RESUMEN

E7130 is a novel anticancer agent created from total synthetic study of the natural compound norhalichondrin B. In addition to inhibiting microtubule dynamics, E7130 also ameliorates tumor-promoting aspects of the tumor microenvironment (TME) by suppressing cancer-associated fibroblasts (CAF) and promoting remodeling of tumor vasculature. Here, we demonstrate TME amelioration by E7130 using multi-imaging modalities, including multiplexed mass cytometry [cytometry by time-of-flight (CyTOF)] analysis, multiplex IHC analysis, and MRI. Experimental solid tumors characterized by large numbers of CAFs in TME were treated with E7130. E7130 suppressed LAP-TGFß1 production, a precursor of TGFß1, in CAFs but not in cancer cells; an effect that was accompanied by a reduction of circulating TGFß1 in plasma. To our best knowledge, this is the first report to show a reduction of TGFß1 production in TME. Furthermore, multiplex IHC analysis revealed reduced cellularity and increased TUNEL-positive apoptotic cells in E7130-treated xenografts. Increased microvessel density (MVD) and collagen IV (Col IV), an extracellular matrix (ECM) component associated with endothelial cells, were also observed in the TME, and plasma Col IV levels were also increased by E7130 treatment. MRI revealed increased accumulation of a contrast agent in xenografts. Moreover, diffusion-weighted MRI after E7130 treatment indicated reduction of tumor cellularity and interstitial fluid pressure. Overall, our findings strongly support the mechanism of action that E7130 alters the TME in therapeutically beneficial ways. Importantly, from a translational perspective, our data demonstrated MRI as a noninvasive biomarker to detect TME amelioration by E7130, supported by consistent changes in plasma biomarkers.


Asunto(s)
Antimitóticos , Fibroblastos Asociados al Cáncer , Neoplasias Experimentales , Neoplasias , Animales , Humanos , Fibroblastos Asociados al Cáncer/patología , Remodelación Vascular , Microambiente Tumoral , Células Endoteliales/patología , Neoplasias/tratamiento farmacológico , Antimitóticos/farmacología
14.
Magn Reson Med ; 69(6): 1697-702, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22851444

RESUMEN

MRI may be a noninvasive and alternative tool for skeletal age assessment in children, although few studies have reported on this topic. In this article, skeletal age was assessed over a wide range of ages using an open, compact MRI optimized for the imaging of a child's hand and wrist, and its validity was evaluated. MR images and their three-dimensional segmentation visualized detailed skeletal features of each bone in the hand and wrist. Skeletal age was then independently scored from the MR images by two raters, according to the Tanner-Whitehouse Japan system. The skeletal age assessed by MR rating demonstrated a strong positive correlation with chronological age. The intrarater and inter-rater reproducibilities were significantly high. These results demonstrate the validity and reliability of skeletal age assessment using MRI.


Asunto(s)
Determinación de la Edad por el Esqueleto/instrumentación , Envejecimiento/fisiología , Huesos de la Mano/anatomía & histología , Huesos de la Mano/crecimiento & desarrollo , Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/métodos , Adolescente , Determinación de la Edad por el Esqueleto/métodos , Envejecimiento/patología , Niño , Preescolar , Diseño de Equipo , Análisis de Falla de Equipo , Femenino , Humanos , Masculino , Miniaturización , Variaciones Dependientes del Observador , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
15.
Magn Reson Med Sci ; 2023 Jul 28.
Artículo en Inglés | MEDLINE | ID: mdl-37518672

RESUMEN

PURPOSE: Deep neural networks (DNNs) for MRI reconstruction often require large datasets for training. Still, in clinical settings, the domains of datasets are diverse, and how robust DNNs are to domain differences between training and testing datasets has been an open question. Here, we numerically and clinically evaluate the generalization of the reconstruction networks across various domains under clinically practical conditions and provide practical guidance on what points to consider when selecting models for clinical application. METHODS: We compare the reconstruction performance between four network models: U-Net, the deep cascade of convolutional neural networks (DC-CNNs), Hybrid Cascade, and variational network (VarNet). We used the public multicoil dataset fastMRI for training and testing and performed a single-domain test, where the domains of the dataset used for training and testing were the same, and cross-domain tests, where the source and target domains were different. We conducted a single-domain test (Experiment 1) and cross-domain tests (Experiments 2-4), focusing on six factors (the number of images, sampling pattern, acceleration factor, noise level, contrast, and anatomical structure) both numerically and clinically. RESULTS: U-Net had lower performance than the three model-based networks and was less robust to domain shifts between training and testing datasets. VarNet had the highest performance and robustness among the three model-based networks, followed by Hybrid Cascade and DC-CNN. Especially, VarNet showed high performance even with a limited number of training images (200 images/10 cases). U-Net was more robust to domain shifts concerning noise level than the other model-based networks. Hybrid Cascade showed slightly better performance and robustness than DC-CNN, except for robustness to noise-level domain shifts. The results of the clinical evaluations generally agreed with the results of the quantitative metrics. CONCLUSION: In this study, we numerically and clinically evaluated the robustness of the publicly available networks using the multicoil data. Therefore, this study provided practical guidance for clinical applications.

16.
J Magn Reson ; 355: 107545, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37683315

RESUMEN

Magnetic resonance (MR) microscopy of human embryos has contributed significantly to the development of human embryology. Higher-resolution MR microscopy will have obvious benefits, for example, in visualizing small structures that are blurred or lost in lower-resolution images, providing detailed information on the development and growth of various organs, and improving the accuracy of MR volumetry. However, high-resolution MR microscopy has yet to be realized because of many technical challenges. In this study, therefore, we have performed high-resolution MR microscopy for human embryos with isotropic resolutions of (12 µm)3 at full sampling and (10 µm)3 at compressed sensing, which far exceeds the resolution of previous embryonic MR studies. The hardware and the pulse sequence were improved to achieve higher spatial resolution. Line profile, signal-to-noise ratio, and histogram analysis using phantom images were performed to verify that the resolution and the voxel size were identical. Comparison with optical microscopy images of embryo specimens at the same developmental stage was performed to confirm that the microstructures were well delineated. Our results show that imaging at this high resolution effectively depicts the microstructures of human embryos. This technology is the cornerstone for constructing an unprecedented high-quality atlas that will contribute to the development of human embryology.

17.
Magn Reson Med Sci ; 22(3): 379-387, 2023 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-35473757

RESUMEN

Portable MRI scanners, in which a permanent magnet with a low magnetic field is mounted on a small car, have enabled the performance of MRI examinations in various remote environments. Here, we have modified the portable MRI system to enable the early diagnosis of wrist sports injuries among tennis players. A RF probe specifically designed for the human wrist was developed, and a power supply scheme using a small generator was introduced. The portable MRI system was located at a tennis school and imaging of the wrists of junior tennis players was performed. To demonstrate clinical feasibility, image quality was assessed by a radiologist and clinical evaluations were performed. In most cases, the image quality was sufficient for diagnosis, and triangular fibrocartilage complex damage could be detected. The results indicated that the modified portable MRI system could be applied for an early diagnosis of wrist injuries.


Asunto(s)
Traumatismos en Atletas , Fibrocartílago Triangular , Traumatismos de la Muñeca , Humanos , Muñeca/diagnóstico por imagen , Traumatismos en Atletas/diagnóstico por imagen , Traumatismos en Atletas/patología , Automóviles , Traumatismos de la Muñeca/diagnóstico por imagen , Traumatismos de la Muñeca/patología , Articulación de la Muñeca/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos
18.
Magn Reson Med Sci ; 22(1): 103-115, 2023 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-34897148

RESUMEN

23Na-MRI provides information on Na+ content, and its application in the medical field has been highly anticipated. However, for existing clinical 1H-MRI systems, its implementation requires an additional broadband RF transmitter, dedicated transceivers, and RF coils for Na+ imaging. However, a standard medical MRI system cannot often be modified to perform 23Na imaging. We have developed an add-on crossband RF repeater system that enables 23Na-MRI simply by inserting it into the magnet bore of an existing 1H MRI. The three axis gradient fields controlled by the 1H-MRI system were directly used for 23Na imaging without any deformation. A crossband repeater is a common technique used for amateur radio. This concept was proven by a saline solution phantom and in vivo mouse experiments. This add-on RF platform is applicable to medical 1H MRI systems and can enhance the application of 23Na-MRI in clinical usage.


Asunto(s)
Imagen por Resonancia Magnética , Ondas de Radio , Ratones , Animales , Imagen por Resonancia Magnética/métodos , Fantasmas de Imagen , Imanes
19.
Magn Reson Imaging ; 90: 26-36, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35367628

RESUMEN

PURPOSE: To clarify the magnetization transfer (MT) effect on T1 and T2 values obtained with the QRAPMASTER sequence. METHODS: A phantom consisting of MnCl2 aqueous solution with various proton relaxation times and a chicken breast sample was imaged with the QRAPMASTER sequence and a multislice multiple spin-echo (MSMSE) sequence that was the basis of the QRAPMASTER sequence using a 1.5 T MRI system. T1 values were calculated by data matching using the dictionary dataset created by a Bloch image simulation of the QRAPMASTER sequence. T2 values were calculated by data matching using the dictionary dataset created by a Bloch image simulation of the MSMSE sequence. The MT effect on the images acquired with the QRAPMASTER and MSMSE sequences was calculated by numerically solving Bloch equations using a two-pool model. RESULTS: The linearity and accuracy of the regression lines between the T1 values measured by the QRAPMASTER sequence and those measured by the standard method excluding the T1 values of the chicken breast sample was excellent (R = 0.9969-0.9986, slope = 1.0065-1.016) for consecutive four slices including the central slice. The linearity of the regression lines for the T2 values of all samples was good (R = 0.963-0.985) for the four slices. The accuracy of the regression line was not good (slope = 0.674-0.758), which was mainly due to the effect of eddy currents. The large deviation of the T1 values of the chicken breast sample from the regression line was semi-quantitatively reproduced by the Bloch simulation for the two-pool model. CONCLUSION: This study demonstrated that the T1 value of a biological sample obtained by the QRAPMASTER sequence was shortened by the MT effect.


Asunto(s)
Análisis de Datos , Procesamiento de Imagen Asistido por Computador , Procesamiento de Imagen Asistido por Computador/métodos , Imagen por Resonancia Magnética/métodos , Fantasmas de Imagen , Reproducibilidad de los Resultados
20.
Magn Reson Med Sci ; 21(4): 649-654, 2022 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-34334587

RESUMEN

A 4D numerical phantom, which is defined in the 3D spatial axes and the resonance frequency axis, is indispensable for Bloch simulations of biological tissues with complex distribution of materials. In this study, a 4D numerical phantom was created using MR image datasets of a biological sample containing water and fat, and the Bloch simulations were performed using the 4D numerical phantom. As a result, 3D images of the sample containing water and fat were successfully reproduced, which demonstrated the usefulness of the concept of the 4D numerical phantom.


Asunto(s)
Imagenología Tridimensional , Imagen por Resonancia Magnética , Simulación por Computador , Imagenología Tridimensional/métodos , Imagen por Resonancia Magnética/métodos , Fantasmas de Imagen , Agua
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