Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 75
Filter
Add more filters

Publication year range
1.
J Autoimmun ; 108: 102403, 2020 03.
Article in English | MEDLINE | ID: mdl-31924415

ABSTRACT

The clinical importance of autoantibodies against the ganglionic acetylcholine receptor (gAChR) remains to be fully elucidated. We aimed to identify the clinical characteristics of autoimmune autonomic ganglionopathy (AAG) in patients with gAChR autoantibodies. For this cohort investigation, serum samples were obtained from patients with AAG between 2012 and 2018 in Japan. We measured the levels of autoantibodies against gAChRα3 and gAChRß4 and evaluated clinical features, as well as assessing the laboratory investigation results among the included patients. A total of 179 patients tested positive for antibodies, including 116 gAChRα3-positive, 13 gAChRß4-positive, and 50 double antibody-positive patients. Seropositive AAG patients exhibited widespread autonomic dysfunction. Extra-autonomic manifestations including sensory disturbance, central nervous system involvement, endocrine disorders, autoimmune diseases, and tumours were present in 118 patients (83%). We observed significant differences in the frequencies of several autonomic and extra-autonomic symptoms among the three groups. Our 123I-metaiodobenzylguanidine myocardial scintigraphy analysis of the entire cohort revealed that the heart-to-mediastinum ratio had decreased by 80%. The present study is the first to demonstrate that patients with AAG who are seropositive for anti-gAChRß4 autoantibodies exhibit unique autonomic and extra-autonomic signs. Decreased cardiac uptake occurred in most cases, indicating that 123I- metaiodobenzylguanidine myocardial scintigraphy may be useful for monitoring AAG. Therefore, our findings indicate that gAChRα3 and gAChRß4 autoantibodies cause functional changes in postganglionic fibres in the autonomic nervous system and extra-autonomic manifestations in seropositive patients with AAG.


Subject(s)
Autoimmune Diseases/diagnosis , Autoimmune Diseases/immunology , Autoimmunity , Autonomic Nervous System Diseases/diagnosis , Autonomic Nervous System Diseases/immunology , Ganglia, Autonomic/immunology , Receptors, Cholinergic/immunology , Autoantibodies/blood , Autoantibodies/immunology , Autoantigens/immunology , Autoimmune Diseases/blood , Autonomic Nervous System Diseases/blood , Biomarkers , Humans , Japan , Myocardial Perfusion Imaging , Phenotype
2.
Virus Genes ; 54(5): 729-732, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30069670

ABSTRACT

Two virus strains, tentatively designated as ON-6/P/05 and ON-7/E/05, were isolated from blood samples of healthy cattle in the Yaeyama Islands, located in the southwestern-most region of Japan, in 2005. Ultrastructural observations of infected baby hamster (BHK-21) cells revealed that the viruses had features consistent with those of orbivirus. As with other orbiviruses, the viral genome consists of 10 double-stranded RNA segments. The full genome sequence of ON-6/P/05 was determined and shared high nucleotide and amino acid identities (90.07-98.22% nucleotide identity; 96.16-99.72% amino acid identity) with that of Sathuvachari virus (SVIV), a member of the species Sathuvachari virus of the genus Orbivirus, originally isolated from starlings collected in southern India in 1963. The sequence of segment two of ON-7/E/05 was identical to that of ON-6/P/05. The isolation of SVIV from cattle also indicated that the virus has a wider host range than previously thought. The potential pathogenicity of SVIV in domestic animals should be considered in future disease surveillance within its distribution range.


Subject(s)
Cattle/virology , Genome, Viral , Orbivirus/genetics , Orbivirus/isolation & purification , Animals , Cell Line , Cricetinae , Female , Japan , Molecular Typing , Orbivirus/classification , Species Specificity
3.
Opt Express ; 24(1): 17-29, 2016 Jan 11.
Article in English | MEDLINE | ID: mdl-26832234

ABSTRACT

Photoacoustic imaging is an emerging imaging technology combining optical imaging with ultrasound. Imaging of the optical absorption coefficient and flow measurement provides additional functional information compared to ultrasound. The issue with photoacoustic imaging is its low signal-to-noise ratio (SNR) due to scattering or attenuation; this is especially problematic when high pulse repetition frequency (PRF) lasers are used. In previous research, coded excitation utilizing several pseudorandom sequences has been considered as a solution for the problem. However, previously proposed temporal coding procedures using Golay codes or M-sequences are so complex that it was necessary to send a sequence twice to realize a bipolar sequence. Here, we propose a periodic and unipolar sequence (PUM), which is a periodic sequence derived from an m-sequence. The PUM can enhance signals without causing coding artifacts for single wavelength excitation. In addition, it is possible to increase the temporal resolution since the decoding start point can be set to any code in periodic irradiation, while only the first code of a sequence was available for conventional aperiodic irradiation. The SNR improvement and the increase in temporal resolution were experimentally validated through imaging evaluation and flow measurement.

4.
BMC Vet Res ; 12(1): 125, 2016 Jun 24.
Article in English | MEDLINE | ID: mdl-27342576

ABSTRACT

BACKGROUND: In Japan, epizootic arboviral infections have severely impacted the livestock industry for a long period. Akabane, Aino, Chuzan, bovine ephemeral fever and Ibaraki viruses have repeatedly caused epizootic abnormal births and febrile illness in the cattle population. In addition, Peaton, Sathuperi, Shamonda and D'Aguilar viruses and epizootic hemorrhagic virus serotype 7 have recently emerged in Japan and are also considered to be involved in abnormal births in cattle. The above-mentioned viruses are hypothesized to circulate in tropical and subtropical Asia year round and to be introduced to temperate East Asia by long-distance aerial dispersal of infected vectors. To watch for arbovirus incursion and assess the possibility of its early warning, monitoring for arboviruses was conducted in the Yaeyama Islands, located at the most southwestern area of Japan, between 1994 and 2014. RESULTS: Blood sampling was conducted once a year, in the autumn, in 40 to 60 healthy cattle from the Yaeyama Islands. Blood samples were tested for arboviruses. A total of 33 arboviruses including Akabane, Peaton, Chuzan, D' Aguilar, Bunyip Creek, Batai and epizootic hemorrhagic viruses were isolated from bovine blood samples. Serological surveillance for the bovine arboviruses associated with cattle diseases in young cattle (ages 6-12 months: had only been alive for one summer) clearly showed their frequent incursion into the Yaeyama Islands. In some cases, the arbovirus incursions could be detected in the Yaeyama Islands prior to their spread to mainland Japan. CONCLUSIONS: We showed that long-term surveillance in the Yaeyama Islands could estimate the activity of bovine arboviruses in neighboring regions and may provide a useful early warning for likely arbovirus infections in Japan. The findings in this study could contribute to the planning of prevention and control for bovine arbovirus infections in Japan and cooperative efforts among neighboring countries in East Asia.


Subject(s)
Arbovirus Infections/veterinary , Cattle Diseases/epidemiology , Animals , Antibodies, Viral/blood , Arbovirus Infections/blood , Arbovirus Infections/epidemiology , Arbovirus Infections/prevention & control , Arboviruses/isolation & purification , Cattle , Cattle Diseases/prevention & control , Islands , Japan , Population Surveillance
5.
BMC Vet Res ; 10: 63, 2014 Mar 11.
Article in English | MEDLINE | ID: mdl-24618225

ABSTRACT

BACKGROUND: Japanese encephalitis virus (JEV) is classified into the genus Flavivirus in the family Flaviviridae. JEV can cause febrile illness and encephalitis mainly in humans and horses, and occasionally in cattle. CASE PRESENTATION: In late September 2010, a 114-month-old cow showed neurological symptoms similar to the symptoms observed in previous bovine cases of Japanese encephalitis (JE); therefore, we conducted virological and pathological tests on the cow. As a result, JEV was isolated from the cerebrum of the affected cow. We determined the complete genome sequence of the JEV isolate, which we named JEV/Bo/Aichi/1/2010, including the envelope (E) gene region and 3' untranslated region (3'UTR). Our phylogenetic analyses of the E region and complete genome showed that the isolate belongs to JEV genotype 1 (G1). The isolate, JEV/Bo/Aichi/1/2010, was most closely related to several JEV G1 isolates in Toyama Prefecture, Japan in 2007-2009 by the phylogenetic analysis of the E region. In addition, the nucleotide alignment revealed that the deletion in the 3'UTR was the same between JEV/Bo/Aichi/1/2010 and several other JEV G1 isolates identified in Toyama Prefecture in 2008-2009. A hemagglutination inhibition (HI) test was conducted for the detection of anti-JEV antibodies in the affected cow, and the test detected 2-mercaptoethanol (2-ME)-sensitive HI antibodies against JEV in the serum of the affected cow. The histopathological investigation revealed nonsuppurative encephalomyelitis in the affected cow, and the immunohistochemical assay detected JEV antigen in the cerebrum. CONCLUSION: We diagnosed the case as JE of a cow based on the findings of nonsuppurative encephalomyelitis observed in the central nervous system, JEV antigen detected in the cerebrum, JEV isolated from the cerebrum, and 2-ME-sensitive HI antibodies against JEV detected in the serum. This is the first reported case of JE in a cow over 24 months old.


Subject(s)
Cattle Diseases/virology , Encephalitis Virus, Japanese/genetics , Encephalitis, Japanese/veterinary , Animals , Antibodies, Viral/blood , Cattle , Encephalitis, Japanese/blood , Encephalitis, Japanese/virology , Female , Phylogeny , Seroepidemiologic Studies
6.
J Med Ultrason (2001) ; 51(2): 169-183, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38480548

ABSTRACT

PURPOSE: Vascular distribution is important information for diagnosing diseases and supporting surgery. Photoacoustic imaging is a technology that can image blood vessels noninvasively and with high resolution. In photoacoustic imaging, a hemispherical array sensor is especially suitable for measuring blood vessels running in various directions. However, as a hemispherical array sensor, a sparse array sensor is often used due to technical and cost issues, which causes artifacts in photoacoustic images. Therefore, in this study, we reduce these artifacts using deep learning technology to generate signals of virtual dense array sensors. METHODS: Generating 2D virtual array sensor signals using a 3D convolutional neural network (CNN) requires huge computational costs and is impractical. Therefore, we installed virtual sensors between the real sensors along the spiral pattern in three different directions and used a 2D CNN to generate signals of the virtual sensors in each direction. Then we reconstructed a photoacoustic image using the signals from both the real sensors and the virtual sensors. RESULTS: We evaluated the proposed method using simulation data and human palm measurement data. We found that these artifacts were significantly reduced in the images reconstructed using the proposed method, while the artifacts were strong in the images obtained only from the real sensor signals. CONCLUSION: Using the proposed method, we were able to significantly reduce artifacts, and as a result, it became possible to recognize deep blood vessels. In addition, the processing time of the proposed method was sufficiently applicable to clinical measurement.


Subject(s)
Artifacts , Deep Learning , Image Processing, Computer-Assisted , Photoacoustic Techniques , Photoacoustic Techniques/methods , Photoacoustic Techniques/instrumentation , Humans , Image Processing, Computer-Assisted/methods , Hand/diagnostic imaging , Hand/blood supply
8.
J Med Entomol ; 50(5): 1105-10, 2013 Sep.
Article in English | MEDLINE | ID: mdl-24180116

ABSTRACT

Although Culicoides biting midges act as a vector of important human and domestic animal diseases, their ecology is poorly understood. The lack of proper identification systems of Culicoides larvae is one of the main obstacles to progress in research. Based on mitochondrial sequences of 19 Japanese Culicoides species, we designed a universal primer set to amplify the partial sequence of the mitochondrial cytochrome c oxidase I (cox 1). The polymerase chain reaction product amplified from extracted DNA of Culicoides larvae using the primer set was directly sequenced, and species identification based on the variation at cox1 was conducted. Using the molecular identification system, we sorted 243 specimens of field-collected larvae from the southern part of Japan into 10 species including Culicoides arakawae (Arakawa), Culicoides oxystoma Kieffer, and Culicoides brevitarsis Kieffer, which are regarded as vectors of important livestock animal diseases. Eight species of Culicoides larvae, including C. arakawae and C. oxystoma, were recovered from active paddy fields and an abandoned paddy field. The result suggests that paddy fields contribute to breeding a variety of Culicoides species and maintenance and spread of Culicoides-borne pathogens. In contrast, larvae of C. brevitarsis were collected from cattle dung in pastures. The molecular identification system described herein using nucleotide sequences successfully achieved larval identification and will be useful for a better understanding of larval habitats of Culicoides biting midges.


Subject(s)
Ceratopogonidae/classification , Ceratopogonidae/genetics , Polymerase Chain Reaction/methods , Animals , Ceratopogonidae/growth & development , Ceratopogonidae/metabolism , Ecosystem , Electron Transport Complex IV/genetics , Electron Transport Complex IV/metabolism , Insect Proteins/genetics , Insect Proteins/metabolism , Japan , Larva/classification , Larva/genetics , Larva/growth & development , Larva/metabolism , Molecular Sequence Data , Sequence Analysis, DNA , Species Specificity
9.
J Med Ultrason (2001) ; 50(2): 167-176, 2023 Apr.
Article in English | MEDLINE | ID: mdl-37014524

ABSTRACT

PURPOSE: In recent years, efforts to apply artificial intelligence (AI) to the medical field have been growing. In general, a vast amount of high-quality training data is necessary to make great AI. For tumor detection AI, annotation quality is important. In diagnosis and detection of tumors using ultrasound images, humans use not only the tumor area but also the surrounding information, such as the back echo of the tumor. Therefore, we investigated changes in detection accuracy when changing the size of the region of interest (ROI, ground truth area) relative to liver tumors in the training data for the detection AI. METHODS: We defined D/L as the ratio of the maximum diameter (D) of the liver tumor to the ROI size (L). We created training data by changing the D/L value, and performed learning and testing with YOLOv3. RESULTS: Our results showed that the detection accuracy was highest when the training data were created with a D/L ratio between 0.8 and 1.0. In other words, it was found that the detection accuracy was improved by setting the ground true bounding box for detection AI training to be in contact with the tumor or slightly larger. We also found that when the D/L ratio was distributed in the training data, the wider the distribution, the lower the detection accuracy. CONCLUSIONS: Therefore, we recommend that the detector be trained with the D/L value close to a certain value between 0.8 and 1.0 for liver tumor detection from ultrasound images.


Subject(s)
Deep Learning , Liver Neoplasms , Humans , Artificial Intelligence , Liver Neoplasms/diagnostic imaging , Ultrasonography
10.
J Cardiol Cases ; 27(2): 84-87, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36788952

ABSTRACT

An 82-year-old woman with parkinsonism and Lewy body dementia was re-admitted to our hospital due to convulsions and the recurrence of cerebral infarction. Parasternal transthoracic echocardiography showed normal left ventricular wall thickness and wall motion. To treat marked bradycardia and hypotension, she underwent temporary pacing. However, she lost her consciousness, when her blood pressure could not be measured. Simultaneous electrocardiogram and blood pressure monitoring showed that systolic blood pressure decreased by almost 30 mmHg from sinus rhythm to junctional rhythm. In the present case of acute cerebral infarction, severe hypotension occurred during junctional rhythm possibly contributed by parkinsonism and Lewy body dementia. Learning objective: As patients with junctional rhythm usually have no or mild symptoms, there are no specific guidelines for its evaluation and treatment. However, severe symptoms such as hypotension, cerebral infarction, loss of consciousness, or breathlessness may occur in some cases. Holter electrocardiogram with 24-hour noninvasive blood pressure monitoring may be helpful in such severe cases.

11.
J Gen Virol ; 93(Pt 7): 1465-1473, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22422063

ABSTRACT

This study conducted genetic and phylogenetic analyses of genome segments 2 and 6 (Seg-2 and Seg-6), which encode serotype-specific structural proteins of the outer capsid, of bluetongue virus (BTV) isolated in Japan from 1985 to 2008. The Japanese strains of BTV were clearly sorted into six groups by several genetic characteristics of Seg-2, including segment length, ORF length and 5'- and 3'-terminal sequences, and were identified as serotypes 2, 3, 9, 12, 16 and 21 by phylogenetic comparisons with Seg-2 of reference and field strains of serotypes 1-24. In contrast, phylogenetic comparisons of Seg-6 also revealed some variations among the Japanese strains and partial correlations of the serotypes between the Japanese strains and the reference or field strains. Thus, the results revealed that at least six serotypes of BTV were isolated in Japan and that there were some variations in the genetic and phylogenetic characteristics of Seg-2 and Seg-6 among the Japanese strains, suggesting that BTV of several different origins has appeared sporadically in Japan. These data will be beneficial for understanding BTV epidemiology and taking better control measures against bluetongue in Japan and its neighbouring countries in the Asia-Pacific region.


Subject(s)
Bluetongue virus/classification , Bluetongue virus/genetics , RNA, Viral/genetics , Animals , Bluetongue/epidemiology , Bluetongue/virology , Bluetongue virus/isolation & purification , Capsid Proteins/genetics , Cluster Analysis , Genotype , Japan/epidemiology , Molecular Sequence Data , Phylogeny , Polymorphism, Genetic , Sequence Analysis, DNA , Serotyping
12.
Arch Virol ; 157(8): 1611-6, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22588368

ABSTRACT

The recent outbreak of malformations in ruminants in Northern Europe caused by Schmallenberg virus induced us to analyze the genetic properties of the related orthobunyaviruses and clarify their relationship. The sequencing of three genomic RNA segments of Sathuperi, Shamonda and Douglas viruses (SATV, SHAV and DOUV) revealed that the M RNA segment of SATV and DOUV had a high degree of sequence identity with that of Schmallenberg virus, but the S and L RNA segments closely matched those of SHAV. Phylogenetic analysis of the three genomic RNA segments indicated that Schmallenberg virus is a reassortant, with the M RNA segment from SATV and the S and L RNA segments from SHAV.


Subject(s)
Orthobunyavirus/classification , Orthobunyavirus/genetics , Reassortant Viruses/genetics , Recombination, Genetic , Animals , Bunyaviridae Infections/veterinary , Bunyaviridae Infections/virology , Cattle , Cattle Diseases/virology , Ceratopogonidae/virology , Phylogeny , RNA, Viral/analysis , RNA, Viral/genetics , Sequence Analysis, RNA
13.
J Med Ultrason (2001) ; 39(3): 127-35, 2012 Jul.
Article in English | MEDLINE | ID: mdl-27278972

ABSTRACT

PURPOSE: The purpose of this study is to improve the calcification depiction ability in ultrasonography using correlation of echoes with a modified Wiener filter. METHODS: The waveform of an ultrasound pulse changes when it passes through the location of a calcification. Since the change in echo waveform caused by a calcification decreases the correlation of waveforms in adjacent scan lines, we have proposed a calcification depiction method using the decorrelation of echoes. However, the low signal-to-noise ratio of echoes also decreases the correlation of the echoes. In this study, we employ the correlation of echoes with a modified Wiener filter to suppress the effect of noise, as an indicator of a calcification. RESULTS: The proposed calcification indicator depicted copper cylindrical rods 0.2 mm in size at a depth of 2 cm with a sensitivity of 80% and a positive predictive value of 80%, despite being hardly depicted at all on B-mode ultrasound imaging. CONCLUSION: This study suggests the potential of the proposed method to improve the performance of calcification depiction by ultrasound devices.

14.
Intern Med ; 61(7): 1067-1069, 2022.
Article in English | MEDLINE | ID: mdl-35370249

ABSTRACT

After BNT162b2 messenger ribonucleic acid (mRNA) coronavirus disease 2019 (COVID-19) vaccination, a 30-year-old man developed bilateral lateral gaze palsy, diplopia, absent tendon reflexes, and ataxic gait. Serum anti-GQ1b and anti-GT1a immunoglobulin G (IgG) antibodies were strongly positive. Based on those findings, he was diagnosed with Miller Fisher syndrome (MFS). Intravenous immunoglobulin therapy was administered, and his symptoms fully recovered within approximately 3 months. To the best of our knowledge, this is the first report to describe the development of MFS after COVID-19 mRNA vaccination.


Subject(s)
COVID-19 , Miller Fisher Syndrome , Adult , BNT162 Vaccine , COVID-19/prevention & control , Gangliosides , Humans , Male , Miller Fisher Syndrome/diagnosis , Miller Fisher Syndrome/drug therapy , Miller Fisher Syndrome/etiology , SARS-CoV-2 , Vaccination
15.
Ther Adv Neurol Disord ; 15: 17562864221110048, 2022.
Article in English | MEDLINE | ID: mdl-35966941

ABSTRACT

Background: Autoimmune autonomic ganglionopathy (AAG) is characterized by serum autoantibodies against the ganglionic acetylcholine receptor (gAChR). Immunomodulatory treatments may alleviate AAG symptoms, but the most appropriate treatment strategy is unclear. Objective: This study aimed to confirm the effectiveness of treatments, particularly immunotherapy, in patients with seropositive AAG in Japan, as well as to determine the most effective treatment and the best assessment method for clinical response to treatment. Methods: We collected data from a previous cohort study of patients with seropositive AAG. The clinical autonomic and extra-autonomic symptoms were objectively counted and subjectively assessed using the modified Composite Autonomic Symptom Score. Post-treatment changes in the gAChR antibody level were evaluated. Results: Thirty-one patients received immunotherapy. Among them, 19 patients received intravenous methylprednisolone; 27, intravenous immunoglobulin; 3, plasma exchange; 18, oral steroids; 2, tacrolimus; 1, cyclosporine; and 1, mycophenolate mofetil. Patients who received immunotherapy showed improvements in the total number of symptoms (from 6.2 ± 2.0 to 5.1 ± 2.0) and modified Composite Autonomic Symptom Score (from 37.4 ± 15.3 to 26.6 ± 12.8). Orthostatic intolerance, sicca, and gastrointestinal symptoms were ameliorated by immunotherapy. Immunotherapy decreased the antibody levels (gAChRα3 antibodies, from 2.2 ± 0.4 to 1.9 ± 0.4, p = 0.08; gAChRß4 antibodies, from 1.6 ± 0.1 to 1.0 ± 0.2, p = 0.002), but antibody levels increased in 10 patients despite immunotherapy. The rate of improvement in the total number of symptoms was higher in patients with combined therapy than in patients with non-combined therapy (70.7% vs 28.6%). Conclusions: The scores in many items on the rating scale decreased after immunotherapy in patients with seropositive AAG, particularly in the combined immunotherapy group. However, more accurate assessment scales for clinical symptoms and multicenter randomized, placebo-controlled prospective studies are warranted to establish future treatment strategies.

16.
J Med Ultrason (2001) ; 49(2): 143-152, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35061118

ABSTRACT

PURPOSE: To quantify the bias of shear wave speed (SWS) measurements in a viscoelastic phantom across six different ultrasound (US) systems and to compare the SWS with those from transient elastography (TE) and magnetic resonance elastography (MRE). METHODS: A viscoelastic phantom of stiffness representing fibrotic liver or healthy thyroid was measured with nine (linear probe) and 10 (convex probe) modes of six different US-based shear wave elastography (SWE) systems using linear and convex probes. SWS measurements of three regions of interest were repeated thrice at two focal depths, coupling the probe to the phantom using a jig. An MRE system using three motion-encoding gradient frequencies of 60, 90, and 120 Hz and TE were also used to measure the stiffness of the phantom. RESULTS: The SWS from different SWE systems had mean coefficients of variation of 9.0-9.2% and 5.4-5.6% with linear and convex probes, respectively, in viscoelastic phantom measurement. The focal depth was a less significant source of SWS variability than the system. The total average SWS obtained with US-SWE systems was 19.9% higher than that obtained with MRE at 60 Hz, which is commonly used in clinical practice, and 31.5% higher than that obtained with TE using the M probe. CONCLUSIONS: Despite the measurement biases associated with the SWE systems, biases were not necessarily consistent, and they changed with the probes used and depth measured. The SWS of the viscoelastic phantom obtained using different modalities increased according to the shear wave frequency used.


Subject(s)
Elasticity Imaging Techniques , Bias , Humans , Liver/diagnostic imaging , Liver Cirrhosis , Phantoms, Imaging , Ultrasonography
17.
J Gastroenterol ; 57(4): 309-321, 2022 04.
Article in English | MEDLINE | ID: mdl-35220490

ABSTRACT

BACKGROUND: Ultrasonography (US) is widely used for the diagnosis of liver tumors. However, the accuracy of the diagnosis largely depends on the visual perception of humans. Hence, we aimed to construct artificial intelligence (AI) models for the diagnosis of liver tumors in US. METHODS: We constructed three AI models based on still B-mode images: model-1 using 24,675 images, model-2 using 57,145 images, and model-3 using 70,950 images. A convolutional neural network was used to train the US images. The four-class liver tumor discrimination by AI, namely, cysts, hemangiomas, hepatocellular carcinoma, and metastatic tumors, was examined. The accuracy of the AI diagnosis was evaluated using tenfold cross-validation. The diagnostic performances of the AI models and human experts were also compared using an independent test cohort of video images. RESULTS: The diagnostic accuracies of model-1, model-2, and model-3 in the four tumor types are 86.8%, 91.0%, and 91.1%, whereas those for malignant tumor are 91.3%, 94.3%, and 94.3%, respectively. In the independent comparison of the AIs and physicians, the percentages of correct diagnoses (accuracies) by the AIs are 80.0%, 81.8%, and 89.1% in model-1, model-2, and model-3, respectively. Meanwhile, the median percentages of correct diagnoses are 67.3% (range 63.6%-69.1%) and 47.3% (45.5%-47.3%) by human experts and non-experts, respectively. CONCLUSION: The performance of the AI models surpassed that of human experts in the four-class discrimination and benign and malignant discrimination of liver tumors. Thus, the AI models can help prevent human errors in US diagnosis.


Subject(s)
Artificial Intelligence , Liver Neoplasms , Humans , Liver Neoplasms/diagnostic imaging , Neural Networks, Computer , Ultrasonography
18.
Front Neurosci ; 16: 1006923, 2022.
Article in English | MEDLINE | ID: mdl-36507326

ABSTRACT

We aimed to establish a novel murine model of autoimmune autonomic ganglionopathy (AAG), which represents autoimmune dysautonomia, associated with MHC class II to understand its pathomechanism and the pathogenicity of nicotinic acetylcholine receptor (nAChR) antibodies. The amino acid sequence of the mouse nAChRα3 protein was analyzed using an epitope prediction tool to predict the possible MHC class II binding mouse nAChRα3 peptides. We focused on two nAChRα3 peptides in the extracellular region, and experimental AAG (EAAG) was induced by immunization of C57BL/6 mice with these two different peptides. EAAG mice were examined both physiologically and histologically. Mice with EAAG generated nAChRα3 antibodies and exhibited autonomic dysfunction, including reduced heart rate, excessive fluctuations in systolic blood pressure, and intestinal transit slowing. Additionally, we observed skin lesions, such as alopecia and skin ulcers, in immunized mice. Neuronal cell density in the sympathetic cervical ganglia in immunized mice was significantly lower than that in control mice at the light microscopic level. We interpreted that active immunization of mice with nAChRα3 peptides causes autonomic dysfunction similar to human AAG induced by an antibody-mediated mechanism. We suggested a mechanism by which different HLA class II molecules might preferentially affect the nAChR-specific immune response, thus controlling diversification of the autoantibody response. Our novel murine model mimics AAG in humans and provides a useful tool to investigate its pathomechanism.

19.
Parasitol Res ; 108(6): 1575-8, 2011 Jun.
Article in English | MEDLINE | ID: mdl-20852889

ABSTRACT

The flight behavior of adult Culicoides biting midges is associated with their likelihood to reach nearby host animals and spread diseases. Therefore, evaluating the effects of atmospheric factors on the flight performances of these insects is important for understanding the spread of diseases in various circumstances. We evaluated the effects of different temperatures on the flight behavior of Culicoides oxystoma and Culicoides maculatus under laboratory conditions. The flight activities for both species particularly increased in the range between 10°C and 20°C, while the activities under 10°C were very limited for both species. The temperature when one half of the proportion of insects had flown was estimated to be 18.1°C for C. oxystoma and slightly higher than the value of 17.4°C for C. maculatus by fitting sigmoid curves. However, the wide 95% confidence interval observed for C. maculatus did not statistically justify the difference. The flight behavior of adult Culicoides biting midges was highly influenced by temperature. Our results would be of use for modeling studies or geographical analyses of diseases transmitted by these insects.


Subject(s)
Ceratopogonidae/physiology , Flight, Animal/physiology , Temperature , Animals , Climate , Insect Vectors/physiology , Weather
20.
J Med Ultrason (2001) ; 38(2): 73-80, 2011 Apr.
Article in English | MEDLINE | ID: mdl-27278422

ABSTRACT

PURPOSE: The purpose of this study is to propose a novel method to depict small calcifications in ultrasound B-mode images using decorrelation of forward scattered waves with no decrease in the frame rate. METHODS: Since the waveform of an ultrasound pulse changes when it passes through a calcification location, the echo waveform from regions behind the calcification is quite different from that without a calcification. This indicates that the existence of a calcification is predictable based upon the waveform difference between adjacent scan lines by calculating cross-correlation coefficients. In addition, a high-intensity echo should return from the calcification itself. Therefore, the proposed method depicts the high-intensity echo positions with posterior low correlation coefficient regions. RESULTS: Eleven of 15 wires 0.2-0.4 mm in diameter were depicted using this method, yielding a sensitivity of 73.3% and a specificity of 100%, even though they might go undetected under clinical inspection of ultrasound B-mode images. CONCLUSION: This study suggests that an US device could perform well in terms of calcification detection.

SELECTION OF CITATIONS
SEARCH DETAIL