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1.
Front Neural Circuits ; 18: 1358570, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38715983

RESUMO

A morphologically present but non-functioning synapse is termed a silent synapse. Silent synapses are categorized into "postsynaptically silent synapses," where AMPA receptors are either absent or non-functional, and "presynaptically silent synapses," where neurotransmitters cannot be released from nerve terminals. The presence of presynaptically silent synapses remains enigmatic, and their physiological significance is highly intriguing. In this study, we examined the distribution and developmental changes of presynaptically active and silent synapses in individual neurons. Our findings show a gradual increase in the number of excitatory synapses, along with a corresponding decrease in the percentage of presynaptically silent synapses during neuronal development. To pinpoint the distribution of presynaptically active and silent synapses, i.e., their positional information, we employed Sholl analysis. Our results indicate that the distribution of presynaptically silent synapses within a single neuron does not exhibit a distinct pattern during synapse development in different distance from the cell body. However, irrespective of neuronal development, the proportion of presynaptically silent synapses tends to rise as the projection site moves farther from the cell body, suggesting that synapses near the cell body may exhibit higher synaptic transmission efficiency. This study represents the first observation of changes in the distribution of presynaptically active and silent synapses within a single neuron.


Assuntos
Hipocampo , Neurônios , Sinapses , Animais , Hipocampo/citologia , Hipocampo/fisiologia , Neurônios/fisiologia , Sinapses/fisiologia , Células Cultivadas , Terminações Pré-Sinápticas/fisiologia , Potenciais Pós-Sinápticos Excitadores/fisiologia , Ratos , Transmissão Sináptica/fisiologia
2.
Oncology ; 2024 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-38402871

RESUMO

INTRODUCTION: Atezolizumab plus bevacizumab (AteBev) combination treatment is widely used as first-line systemic therapy for unresectable hepatocellular carcinoma (uHCC). We aimed to clarify therapeutic issues regarding serum cytokines and the immune reaction in patients with uHCC treated with AteBev. METHODS: We analyzed preserved serum from a previous prospective study on adult Japanese patients with chronic liver disease and uHCC who received AteBev treatment at our hospital. In that study, AteBev were administered intravenously every 3 weeks, and blood samples were collected before and after 3 weeks' treatment. Dynamic computed tomography was performed after 6 weeks of treatment to assess response. RESULTS: In the prospective study, 21 of the 59 patients showed partial response (PR) and 19 patients showed stable disease (SD), but 19 patients showed progressive disease (PD). We found that serum levels of tumor necrosis factor-alpha, interleukin (IL)-6, and soluble IL-2 receptor (IL-2R) increased significantly in the PR group, but only soluble IL-2R increased significantly in the PD group. Regulatory T cells decreased significantly in the PD group, but there was no significant change in Th1 or Th2 cells from before to after treatment in any group. As regards soluble MHC-class I, pre-treatment levels were significantly lower in the PD group than in the PR group, and serum levels increased significantly with treatment in the PD group. CONCLUSION: These findings reveal a need to further improve T-cell priming and to further make T-cells recognize tumor antigens in uHCC.

3.
Biology (Basel) ; 12(10)2023 Oct 12.
Artigo em Inglês | MEDLINE | ID: mdl-37887040

RESUMO

Artificial neural networks (ANNs) that are heavily inspired by the human brain now achieve human-level performance across multiple task domains. ANNs have thus drawn attention in neuroscience, raising the possibility of providing a framework for understanding the information encoded in the human brain. However, the correspondence between ANNs and the brain cannot be measured directly. They differ in outputs and substrates, neurons vastly outnumber their ANN analogs (i.e., nodes), and the key algorithm responsible for most of modern ANN training (i.e., backpropagation) is likely absent from the brain. Neuroscientists have thus taken a variety of approaches to examine the similarity between the brain and ANNs at multiple levels of their information hierarchy. This review provides an overview of the currently available approaches and their limitations for evaluating brain-ANN correspondence.

4.
Anticancer Res ; 43(10): 4601-4609, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37772595

RESUMO

BACKGROUND/AIM: The atezolizumab plus bevacizumab (AteBev) therapy is recommended as first-line treatment for unresectable hepatocellular carcinoma (uHCC). However, there remains a need to examine its efficacy with and without previous chemotherapy. Therefore, in patients with uHCC who underwent AteBev therapy, we aimed to clarify the effects of previous chemotherapy by examining serum immunological changes. PATIENTS AND METHODS: We retrospectively analyzed data of 29 patients with uHCC treated by AteBev therapy as part of a prospective study and divided participants into two groups depending on whether they had received prior chemotherapy. Dynamic computed tomography was performed after 6 weeks of treatment. Blood samples were collected at baseline and after 3 weeks of treatment. RESULTS: The group with prior treatment included 15 patients and the group without prior treatment included 14 patients. Objective response rates after six weeks of treatment were 13.3% and 28.6% in the groups with and without prior treatment, respectively. Serum levels of interleukin (IL)-6 and tumor necrosis factor-alpha showed no significant change in the group with prior treatment but increased significantly in the group without prior treatment. The percentage of regulatory T cells decreased significantly after treatment only in the group without prior treatment. CONCLUSION: In patients with uHCC, AteBev therapy can be expected to elicit an effective immune response in patients without prior treatment, but it may not do so in patients with prior treatment. Thus, AteBev appears to be more effective when used as first-line chemotherapy.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/tratamento farmacológico , Bevacizumab/uso terapêutico , Estudos Prospectivos , Estudos Retrospectivos , Neoplasias Hepáticas/tratamento farmacológico , Interleucina-6
5.
Biochem Biophys Res Commun ; 678: 102-108, 2023 10 20.
Artigo em Inglês | MEDLINE | ID: mdl-37625269

RESUMO

The extent to which resting-state hemodynamics reflects the underlying neural activity is still under debate. Especially in the delta frequency band (0.5-4 Hz), it is unclear whether the hemodynamics can directly track the dynamics of underlying neural activity. Based on a recent report showing that ketamine administration induced a 1-Hz neural activity oscillation in the retrosplenial cortex, we conducted simultaneous recordings of the calcium signal and hemodynamics in mice and examined whether the hemodynamics tracked the oscillatory neural activity. Although we observed that the oscillation induced by ketamine appeared in the calcium signal, no sign of oscillation was detected in the simultaneously recorded hemodynamics. Consistently, there was a notable decrease in the correlation between simultaneously recorded calcium signal and hemodynamics. However, on a much longer time scale (10-60 min), we unexpectedly observed an ultraslow increase of hemodynamic signals specifically in the same cortical region exhibiting the neural activity oscillation. These results indicated that hemodynamics cannot track the 1-Hz oscillation in neural activity, although the presence of neural activity oscillation was detectable on a longer timescale. Such ultraslow hemodynamics may be useful for detecting abnormal neural activity induced by psychotic drugs or mental disorders.


Assuntos
Cálcio , Ketamina , Animais , Camundongos , Ketamina/farmacologia , Cálcio da Dieta , Giro do Cíngulo , Hemodinâmica
6.
Oncology ; 101(10): 634-644, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37364546

RESUMO

INTRODUCTION: Previously, we reported that the tyrosine kinase inhibitor (TKI) sorafenib decreases serum levels of carnitine and reduces skeletal muscle volume. Moreover, others reported that TKIs might lead to cardiomyopathy or heart failure. Therefore, this study aimed to evaluate the effects of lenvatinib (LEN) on skeletal muscle volume and cardiac function in patients with hepatocellular carcinoma (HCC). METHODS: This retrospective study included 58 adult Japanese patients with chronic liver diseases and HCC treated with LEN. Blood samples were collected before and after 4 weeks of treatment, and serum carnitine fraction and myostatin levels were measured. Before and after 4-6 weeks of treatment, the skeletal muscle index (SMI) was evaluated from computed tomography images and cardiac function was assessed by ultrasound cardiography. RESULTS: After treatment, SMI, serum levels of total carnitine, and global longitudinal strain were significantly lower, but serum levels of myostatin were significantly higher. Left ventricular ejection fraction showed no significant change. CONCLUSION: In patients with HCC, LEN decreases serum levels of carnitine, skeletal muscle volume, and worsens cardiac function.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Adulto , Humanos , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/patologia , Miostatina , Estudos Retrospectivos , Volume Sistólico , Função Ventricular Esquerda , Compostos de Fenilureia/efeitos adversos , Músculo Esquelético/diagnóstico por imagem , Músculo Esquelético/patologia , Carnitina
7.
Oncology ; 101(1): 32-40, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36191570

RESUMO

INTRODUCTION: Atezolizumab, an immune checkpoint inhibitor, plus bevacizumab, a monoclonal antibody that binds to vascular endothelial growth factor (VEGF), is an approved first-line systemic treatment for unresectable hepatocellular carcinoma (HCC). Immune checkpoint inhibitors are more effective in patients with HCC when administered with anti-VEGF drugs; however, these drugs affect host immunity. Lenvatinib is an anti-VEGF agent used to treat HCC; therefore, this study evaluated the effect of treatment of HCC with lenvatinib on host immunity in patients with chronic liver disease (CLD). METHODS: We studied adult Japanese patients with CLD and unresectable HCC treated with lenvatinib at our hospital. Lenvatinib was administered for 4 weeks (8 mg/day for bodyweight <60 kg; 12 mg/day for bodyweight >60 kg). Blood samples were collected at baseline and at 4 weeks of treatment and examined for immune-related changes. RESULTS: Forty-three patients were enrolled in this study. We found a significant increase in T helper (Th) 1 cells following 4 weeks of lenvatinib treatment, although there was no significant difference in Th2 cells and regulatory T cells. We also found a significant increase in serum levels of TNF-alpha, soluble TNF-alpha receptor I, and endothelial growth factor following 4 weeks of lenvatinib treatment. Furthermore, an increase in Th1 cells and serum levels of TNF-alpha was found in patients with partial response. CONCLUSION: Lenvatinib might induce Th1-dominant host immunity in patients with CLD and unresectable HCC treatment in patients who showed a partial response. These changes in host immunity may be a biomarker in HCC patients treated with lenvatinib.


Assuntos
Antineoplásicos , Carcinoma Hepatocelular , Neoplasias Hepáticas , Adulto , Humanos , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/patologia , Antineoplásicos/uso terapêutico , Fator A de Crescimento do Endotélio Vascular , Fator de Necrose Tumoral alfa/uso terapêutico , Compostos de Fenilureia/uso terapêutico , Inibidores de Checkpoint Imunológico/uso terapêutico
8.
Brain Connect ; 13(5): 307-314, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35994384

RESUMO

Background: To date, numerous studies have documented various alterations in resting brain activity in Alzheimer's disease (AD) and other neuropsychiatric diseases. In particular, disease-related alterations of functional connectivity (FC) in the resting state networks (RSN) have been documented. Altered FC in RSN is useful not only for interpreting the phenotype of diseases but also for diagnosing the diseases. More recently, several studies proposed the dynamics of resting-brain activity as a useful marker for detecting altered RSNs related to AD and other diseases. Objectives: In this article, we review recent studies exploring alterations of static and dynamic functional connectivity in AD and other neuropsychiatric diseases. We then discuss how to utilize and interpret dynamics of FC for studying resting brain activity in diseases. Results: In contrast to previous studies, which focused on FC calculated using an entire fMRI scan (static FC), newer studies focused on the temporal dynamics of FC within the scan (dynamic FC) to provide more sensitive measures to characterize RSNs. However, despite the increasing popularity of dynamic FC, several statistical investigations of dynamic FC cautioned that the results obtained in commonly used analyses for dynamic FC require careful interpretation. Conclusions: Although static and dynamic FC are likely to be a useful tool to detect altered RSN in patients affected by AD and other neuropsychiatric disorders, interpretation of altered dynamic FC in patients require special care. Impact statement We review recent studies of static and dynamic functional connectivity (dFC) in Alzheimer's disease and discuss interpretation of dFC.


Assuntos
Doença de Alzheimer , Conectoma , Humanos , Encéfalo/diagnóstico por imagem , Doença de Alzheimer/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Conectoma/métodos , Descanso
9.
Eur J Gastroenterol Hepatol ; 34(11): 1151-1157, 2022 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-36170684

RESUMO

BACKGROUND: Hepatic venous pressure gradient (HVPG) and the model for end-stage liver disease (MELD) score were previously reported as prognostic factors for outcome in patients with liver cirrhosis (LC), and recently, the presence of sarcopenia was reported to be an indicator of worse prognosis in these patients. AIM: This retrospective study aimed to clarify the importance of sarcopenia as a prognostic factor in patients with LC. MATERIAL AND METHODS: The MELD-Na score, HVPG, and skeletal muscle index (SMI) were measured in 202 patients between January 2013 and August 2020. We performed linear regression analysis between HVPG and SMI and calculated suitable cutoff values of HVPG for predicting presarcopenia and of HVPG, ΔSMI (i.e. the decrease in SMI per year, for predicting survival). Overall survival rates with the HVPG and ΔSMI cutoff values were compared by Kaplan-Meier estimates and log-rank tests. Prognostic factors for survival were analyzed by Cox regression univariate and multivariate analyses. RESULTS: In total, 71% (143/202) of patients presented with presarcopenia. Linear regression showed a significantly negative correlation between HVPG and SMI. Survival was significantly worse in the group with presarcopenia than in the group without. Survival was worse also in the group with an HVPG value ≥ 15 and ΔSMI ≥ -2.4. Cox regression multivariate analyses showed that MELD-Na score, HVPG, HVPG ≥ 15, ΔSMI, and ΔSMI ≥ -2.4 were independent prognostic factors. CONCLUSION: Skeletal muscle volume, especially ΔSMI, has a prognostic value equivalent to that of the MELD-Na score and HVPG.


Assuntos
Doença Hepática Terminal , Sarcopenia , Veias Hepáticas , Humanos , Cirrose Hepática/diagnóstico , Cirrose Hepática/diagnóstico por imagem , Músculo Esquelético/diagnóstico por imagem , Prognóstico , Estudos Retrospectivos , Sarcopenia/diagnóstico por imagem , Índice de Gravidade de Doença , Sódio
10.
Nature ; 608(7923): 578-585, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35922512

RESUMO

Hierarchical and parallel networks are fundamental structures of the mammalian brain1-8. During development, lower- and higher-order thalamic nuclei and many cortical areas in the visual system form interareal connections and build hierarchical dorsal and ventral streams9-13. One hypothesis for the development of visual network wiring involves a sequential strategy wherein neural connections are sequentially formed alongside hierarchical structures from lower to higher areas14-17. However, this sequential strategy would be inefficient for building the entire visual network comprising numerous interareal connections. We show that neural pathways from the mouse retina to primary visual cortex (V1) or dorsal/ventral higher visual areas (HVAs) through lower- or higher-order thalamic nuclei form as parallel modules before corticocortical connections. Subsequently, corticocortical connections among V1 and HVAs emerge to combine these modules. Retina-derived activity propagating the initial parallel modules is necessary to establish retinotopic inter-module connections. Thus, the visual network develops in a modular manner involving initial establishment of parallel modules and their subsequent concatenation. Findings in this study raise the possibility that parallel modules from higher-order thalamic nuclei to HVAs act as templates for cortical ventral and dorsal streams and suggest that the brain has an efficient strategy for the development of a hierarchical network comprising numerous areas.


Assuntos
Córtex Visual , Vias Visuais , Animais , Mapeamento Encefálico , Camundongos , Modelos Neurológicos , Retina/citologia , Retina/fisiologia , Núcleos Talâmicos/citologia , Núcleos Talâmicos/fisiologia , Córtex Visual/citologia , Córtex Visual/fisiologia , Vias Visuais/citologia , Vias Visuais/fisiologia
11.
Clin J Gastroenterol ; 15(4): 796-802, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35430638

RESUMO

Left-side portal hypertension (LSPH) is caused by isolated obstruction of the splenic vein and is associated with esophagogastric varices that extend from the lower esophagus to the greater curvature of the gastric body. Here, we report on a 74-year-old man with a pancreatic neuroendocrine neoplasm (NEN) in the pancreatic tail with multiple liver metastases. We decided that partial splenic embolization (PSE) was the best course of treatment to prevent rupture of the gastric varices, which were classified as markedly enlarged, nodular, or tumor-shaped and showed erosion of the mucosa. After PSE, the patient had no major complications and was discharged. At 3 and 6 months after the procedure, esophagogastroduodenoscopy and enhanced computerized tomography showed that the gastric varices had improved. This case demonstrates the usefulness of PSE for LSPH in patients with unresected pancreatic NEN.


Assuntos
Embolização Terapêutica , Varizes Esofágicas e Gástricas , Hipertensão Portal , Neoplasias , Idoso , Embolização Terapêutica/métodos , Varizes Esofágicas e Gástricas/diagnóstico por imagem , Varizes Esofágicas e Gástricas/etiologia , Varizes Esofágicas e Gástricas/terapia , Humanos , Hipertensão Portal/complicações , Masculino , Neoplasias/complicações , Baço , Veia Esplênica
12.
Neuroimage ; 249: 118892, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35007716

RESUMO

In real life, humans make decisions by taking into account multiple independent factors, such as delay and probability. Cognitive psychology suggests that cognitive control mechanisms play a key role when facing such complex task conditions. However, in value-based decision-making, it still remains unclear to what extent cognitive control mechanisms become essential when the task condition is complex. In this study, we investigated decision-making behaviors and underlying neural mechanisms using a multifactor gambling task where participants simultaneously considered probability and delay. Decision-making behavior in the multifactor task was modulated by both probability and delay. The behavioral effect of probability was stronger than delay, consistent with previous studies. Furthermore, in a subset of conditions that recruited fronto-parietal activations, reaction times were paradoxically elongated despite lower probabilistic uncertainty. Notably, such a reaction time elongation did not occur in control tasks involving single factors. Meta-analysis of brain activations suggested an interpretation that the paradoxical increase of reaction time may be associated with strategy switching. Consistent with this interpretation, logistic regression analysis of the behavioral data suggested a presence of multiple decision strategies. Taken together, we found that a novel complex value-based decision-making task cause prominent activations in fronto-parietal cortex. Furthermore, we propose that these activations can be interpreted as recruitment of cognitive control system in complex situations.


Assuntos
Tomada de Decisões/fisiologia , Função Executiva/fisiologia , Rede Nervosa/fisiologia , Lobo Parietal/fisiologia , Córtex Pré-Frontal/fisiologia , Adolescente , Adulto , Mapeamento Encefálico , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Rede Nervosa/diagnóstico por imagem , Lobo Parietal/diagnóstico por imagem , Córtex Pré-Frontal/diagnóstico por imagem , Incerteza , Adulto Jovem
13.
Neuroimage ; 249: 118904, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35031473

RESUMO

The non-stationarity of resting-state brain activity has received increasing attention in recent years. Functional connectivity (FC) analysis with short sliding windows and coactivation pattern (CAP) analysis are two widely used methods for assessing the dynamic characteristics of brain activity observed with functional magnetic resonance imaging (fMRI). However, the statistical nature of the dynamics captured by these techniques needs to be verified. In this study, we found that the results of CAP analysis were similar for real fMRI data and simulated stationary data with matching covariance structures and spectral contents. We also found that, for both the real and simulated data, CAPs were clustered into spatially heterogeneous modules. Moreover, for each of the modules in the real data, a spatially similar module was found in the simulated data. The present results suggest that care needs to be taken when interpreting observations drawn from CAP analysis as it does not necessarily reflect non-stationarity or a mixture of states in resting brain activity.


Assuntos
Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Conectoma/métodos , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Adulto , Humanos , Descanso
14.
Cancer Chemother Pharmacol ; 89(1): 11-20, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34628536

RESUMO

PURPOSE: The aim of this study was to clarify the adaptation of lenvatinib treatment in patients with hepatocellular carcinoma (HCC) and portal vein tumor thrombosis (PVTT). METHOD: Fifty-three patients with HCC were treated with lenvatinib. Before and after treatment blood sampling, patients were examined by computed tomography and ultrasonography. In patients with portal trunk invasion (Vp4), the analysis focused on the degree of occlusion due to the tumor in the portal trunk. In patients without major PVTT {ie, invasion of the primary branch of the portal vein [Vp3] or Vp4}, portal blood flow volume was measured by Doppler analysis; however, Doppler analysis is difficult to perform in patients with major PVTT, so the time from administration of the contrast agent to when it reached the primary branch of the portal vein (portal vein arrival time) was evaluated with the contrast agent Sonazoid. RESULTS: Patients with Vp4 had a significantly worse prognosis than patients with Vp3 and a significant increase in Child-Pugh score at 2 months. Patients with major PVTT had a poor prognosis if the degree of occlusion of the portal trunk was 70% or more. In patients without major PVTT, portal blood flow was significantly decreased after administration of lenvatinib; and in patients with major PVTT, the hepatic artery and portal vein arrival times were significantly increased. CONCLUSION: Lenvatinib treatment should be avoided in patients with Vp4 with a high degree of portal trunk occlusion because of concerns about decreased portal blood flow.


Assuntos
Antineoplásicos/uso terapêutico , Carcinoma Hepatocelular/tratamento farmacológico , Neoplasias Hepáticas/tratamento farmacológico , Fígado/irrigação sanguínea , Compostos de Fenilureia/uso terapêutico , Quinolinas/uso terapêutico , Adulto , Idoso , Idoso de 80 Anos ou mais , Antineoplásicos/administração & dosagem , Carcinoma Hepatocelular/complicações , Carcinoma Hepatocelular/mortalidade , Feminino , Humanos , Fígado/efeitos dos fármacos , Fígado/patologia , Neoplasias Hepáticas/complicações , Neoplasias Hepáticas/mortalidade , Masculino , Pessoa de Meia-Idade , Compostos de Fenilureia/administração & dosagem , Veia Porta/efeitos dos fármacos , Veia Porta/fisiopatologia , Prognóstico , Quinolinas/administração & dosagem , Trombose Venosa/patologia
15.
Front Neuroinform ; 16: 960607, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36713290

RESUMO

Resting-state (rs) fMRI has been widely used to examine brain-wide large-scale spatiotemporal architectures, known as resting-state networks (RSNs). Recent studies have focused on the temporally evolving characteristics of RSNs, but it is unclear what temporal characteristics are reflected in the networks. To address this issue, we devised a novel method for voxel-based visualization of spatiotemporal characteristics of rs-fMRI with a time scale of tens of seconds. We first extracted clusters of dominant activity-patterns using a region-of-interest approach and then used these temporal patterns of the clusters to obtain voxel-based activation patterns related to the clusters. We found that activation patterns related to the clusters temporally evolved with a characteristic temporal structure and showed mutual temporal alternations over minutes. The voxel-based representation allowed the decoding of activation patterns of the clusters in rs-fMRI using a meta-analysis of functional activations. The activation patterns of the clusters were correlated with behavioral measures. Taken together, our analysis highlights a novel approach to examine brain activity dynamics during rest.

16.
JGH Open ; 5(6): 695-704, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34124388

RESUMO

BACKGROUND AND AIM: Measuring the hepatic venous pressure gradient (HVPG) is an established technique to detect increased portal pressure and predict the presence of esophageal varices (EVs); however, the risk of the test is greater than the information it provides. This study aimed to clarify the usefulness of virtual touch tissue quantification (VTQ), which assesses liver stiffness, in predicting the presence of EVs in patients with liver cirrhosis by comparing it with HVPG. METHODS: Two hundred seventeen patients with liver cirrhosis underwent VTQ, HVPG measurement, and upper endoscopy. Patients were divided into three groups: group V, hepatitis C virus liver cirrhosis (n = 40); group A, alcoholic liver cirrhosis (n = 116); and group N, other liver cirrhosis (n = 61). In each group, we performed linear regression analysis of VTQ and HVPG data. The accuracy of VTQ and HVPG measurement in predicting the presence of EVs and high-risk EVs (EV category F2 and F3) was assessed by area under the receiver operating characteristic curve (AUROC). RESULTS: VTQ was significantly correlated with the HVPG in the whole patients and in each group, and both VTQ and HVPG values were significantly higher in patients with EVs and high-risk EVs than in those without. The AUROC for the presence of EVs for VTQ was 0.76 in the whole sample, 0.76 in group V, 0.79 in group A, and 0.67 in group N; and for HVPG, 0.92, 0.94, 0.93, and 0.88, respectively. For VTQ, the AUROC for the presence of high-risk EVs was 0.78 in the whole sample, 0.78 in group V, 0.73 in group A, and 0.73 in group N; and for HVPG, it was 0.85, 0.82, 0.85, and 0.82, respectively. CONCLUSION: VTQ was reliable at predicting the presence of EVs and high-risk EVs. Therefore, we propose that VTQ is a useful, noninvasive tool for predicting the presence of EVs in daily medical care.

17.
Front Neuroinform ; 15: 802938, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35369003

RESUMO

Deep neural networks (DNNs) can accurately decode task-related information from brain activations. However, because of the non-linearity of DNNs, it is generally difficult to explain how and why they assign certain behavioral tasks to given brain activations, either correctly or incorrectly. One of the promising approaches for explaining such a black-box system is counterfactual explanation. In this framework, the behavior of a black-box system is explained by comparing real data and realistic synthetic data that are specifically generated such that the black-box system outputs an unreal outcome. The explanation of the system's decision can be explained by directly comparing the real and synthetic data. Recently, by taking advantage of advances in DNN-based image-to-image translation, several studies successfully applied counterfactual explanation to image domains. In principle, the same approach could be used in functional magnetic resonance imaging (fMRI) data. Because fMRI datasets often contain multiple classes (e.g., multiple behavioral tasks), the image-to-image transformation applicable to counterfactual explanation needs to learn mapping among multiple classes simultaneously. Recently, a new generative neural network (StarGAN) that enables image-to-image transformation among multiple classes has been developed. By adapting StarGAN with some modifications, here, we introduce a novel generative DNN (counterfactual activation generator, CAG) that can provide counterfactual explanations for DNN-based classifiers of brain activations. Importantly, CAG can simultaneously handle image transformation among all the seven classes in a publicly available fMRI dataset. Thus, CAG could provide a counterfactual explanation of DNN-based multiclass classifiers of brain activations. Furthermore, iterative applications of CAG were able to enhance and extract subtle spatial brain activity patterns that affected the classifier's decisions. Together, these results demonstrate that the counterfactual explanation based on image-to-image transformation would be a promising approach to understand and extend the current application of DNNs in fMRI analyses.

18.
Biol Pharm Bull ; 43(9): 1421-1425, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32879217

RESUMO

Tivantinib, a mesenchymal-epithelial transition factor (cMET) inhibitor, is a molecular targeting drug that kills hepatocellular carcinoma (HCC) cells. Tivantinib alone does not affect the overall survival of patients with HCC, and combination treatment with tivantinib and other therapies has not been evaluated. This study was conducted to clarify the effect of the tivantinib in regulating breast cancer therapy-resistant protein (BCRP), a key transporter of 5-fluorouracil (5-FU), and dihydropyridine dehydrogenase (DPYD), a major metabolic enzyme of 5-FU. To this end, cMET gene expression was determined by RT-PCR in HepG2 (human hepatoma) cells. The transcriptional start sites of BCRP were determined by 5'-rapid amplification of cDNA ends (5'-RACE). BCRP and DPYD mRNA levels were determined by real-time RT-PCR, and promoter activities were measured by dual-luciferase assays. Results show that hepatocyte growth factor (HGF) upregulated the mRNA level of BCRP, but not DPYD, in HepG2 cells. The upregulation of BCRP expression by HGF was down-regulated by tivantinib. We also identified two transcriptional start sites (E1α, E1ß) in BCRP by 5'-RACE. The transcriptional activity of the region -287 to E1α of BCRP was upregulated by HGF, which was decreased by tivantinib, whereas activity of the region -297 to E1ßo f BCRP was not affected by tivantinib. Therefore, tivantinib regulates BCRP expression upstream of exon 1α. Combination treatment of tivantinib and 5-FU should be further evaluated for HCC therapy.


Assuntos
Membro 2 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/genética , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Carcinoma Hepatocelular/tratamento farmacológico , Fator de Crescimento de Hepatócito/antagonistas & inibidores , Neoplasias Hepáticas/tratamento farmacológico , Proteínas de Neoplasias/genética , Pirrolidinonas/farmacologia , Quinolinas/farmacologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/patologia , Di-Hidrouracila Desidrogenase (NADP)/genética , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/genética , Fluoruracila/farmacologia , Fluoruracila/uso terapêutico , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Células Hep G2 , Fator de Crescimento de Hepatócito/metabolismo , Humanos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia , Proteínas Proto-Oncogênicas c-met/antagonistas & inibidores , Proteínas Proto-Oncogênicas c-met/metabolismo , Pirrolidinonas/uso terapêutico , Quinolinas/uso terapêutico , Ativação Transcricional/efeitos dos fármacos
19.
Anticancer Res ; 39(4): 2183-2191, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30952766

RESUMO

AIM: We previously reported that sorafenib induces Th1 [interferon-γ (IFNγ)-positive interleukin 4 (IL4)-negative] dominance which prevents tumor cells from escaping the host immune system in patients with liver cirrhosis (LC) and advanced hepatocellular carcinoma (aHCC). However, in that study we did not assess the influence of sorafenib on host immunity according to the etiology of LC. Therefore, this study was retrospectively performed to evaluate the impact of sorafenib therapy for aHCC on host immunity in patients stratified according to the etiology of LC: Patients and Methods: A total of 116 adult Japanese patients with LC and aHCC received sorafenib therapy at our hospital. Blood samples were collected before and after treatment for 4 weeks. RESULTS: Twenty-two patients had hepatitis B virus (HBV)-related LC, 62 patients had hepatitis C virus (HCV)-related LC, 22 patients had alcoholic LC, and 10 patients had LC without these causative factors. In patients receiving sorafenib at a dose of 400 mg/day, patients in Child-Pugh class A, and patients with stage IVA aHCC, Th2 (IFNγ-negative/IL4-positive) cells decreased significantly after treatment, although there was no significant impact on the tumor response. In addition, Th2 cells decreased significantly in patients with HCV-related LC after treatment, while there were no significant changes in the other groups. CONCLUSION: Sorafenib might prevent tumor cells from escaping the host immune system in patients with aHCC and HCV-related LC, although it does not seem to do so in those with LC of other etiologies.


Assuntos
Antineoplásicos/farmacologia , Carcinoma Hepatocelular/imunologia , Cirrose Hepática/imunologia , Neoplasias Hepáticas/imunologia , Inibidores de Proteínas Quinases/farmacologia , Idoso , Idoso de 80 Anos ou mais , Antineoplásicos/uso terapêutico , Carcinoma Hepatocelular/etiologia , Feminino , Hepatite B/complicações , Hepatite C/complicações , Humanos , Interferon gama/imunologia , Interleucina-4/imunologia , Cirrose Hepática/etiologia , Neoplasias Hepáticas/etiologia , Masculino , Pessoa de Meia-Idade , Inibidores de Proteínas Quinases/uso terapêutico , Sorafenibe , Células Th2/imunologia
20.
Ultrasound Med Biol ; 45(7): 1654-1662, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31031037

RESUMO

Sonazoid is a commonly used contrast agent for characterizing liver tumors in ultrasonography (US). We performed flash imaging in the post-vascular phase of contrast-enhanced US (CEUS) to investigate associations between collapse of Sonazoid microbubbles (MB) and progression of liver disease. This study enrolled 409 patients (205 men, 204 women) with hepatitis C virus-related liver disease (CLD) between 2007 and 2017 (mean age 60 ± 14 y; range 20-90 y). In the post-vascular phase, 10 min after administering Sonazoid, flash imaging was performed to burst MB in the liver parenchyma; the range of bubble destruction was measured from the surface of the liver. The range of bubble destruction, stage of fibrosis, shear wave velocity (Vs), serologic markers and fibrosis-4 (FIB4) index were analyzed in 259 patients who underwent liver biopsy. Fibrosis stage was F0-1 in 108 patients, F2 in 73, F3 in 38 and F4 in 40. In 150 patients with cirrhosis, diagnosis was made based on imaging findings. The range of bubble destruction was 42.0 ± 10.4 mm in F0-1 patients, 42.9 ± 13.2 mm in F2, 51.5 ± 15.9 mm in F3 and 55.4 ± 17.3 mm in F4 and was significantly increased according to progression of fibrosis staging. The range of bubble destruction was positively correlated with Vs (r = 0.34; p < 0.01), total bilirubin (r = 0.25; p < 0.01) and FIB4 index (r = 0.38; p < 0.01). In contrast, the range of bubble destruction was negatively correlated with serum levels of albumin (r = -0.34; p < 0.01), platelet count (r = -0.35; p < 0.01) and prothrombin time (r = -0.36; p < 0.01). The results indicated that flash imaging in the post-vascular phase of CEUS was a non-invasive assessment and could predict disease progression in patients with CLD.


Assuntos
Meios de Contraste , Progressão da Doença , Hepatite C Crônica/complicações , Aumento da Imagem/métodos , Cirrose Hepática/diagnóstico por imagem , Ultrassonografia/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Compostos Férricos , Humanos , Ferro , Fígado/diagnóstico por imagem , Cirrose Hepática/etnologia , Masculino , Microbolhas , Pessoa de Meia-Idade , Óxidos , Curva ROC , Índice de Gravidade de Doença , Adulto Jovem
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