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Objective: To establish a prediction model for the identifying of cataplexy facial features based on clinical shooting videos by using a deep learning image recognition network ResNet-18. Methods: A cross-sectional study. Twenty-five narcolepsy type 1 patients who were first diagnosed and never received treatment and 25 healthy controls recruited by advertisement in the Second Affiliated Hospital of Nanchang University from 2020 to 2023.After image preprocessing, a total of 1 180 images were obtained, including 583 cataplexy faces and 597 normal faces.90% were selected as the training set and validation set, and then expanded the data by 5 times.80% of the expanded data set was extracted as the training set and 20% as the validation set, that is, the number of the training set was (583+597)×0.9×0.8×5=4 248, the number of the validation set was (583+597)×0.9×0.2×5=1 062. The data sets for training and validation were used train parameters to establish the model and were trained through the five-fold cross-validation method, to establish the ResNet-18 cataplexy face recognition model via transfer learning.10% (118 images) of the original non-amplified images were extracted as the test set. The test set data did not participate in data enhancement and model training, and was only used to evaluate the final performance of the model. Finally, ResNet-18 was compared with VGG-16, ResNet-34 and Inception V3 deep learning models, and the receiver operating characteristic curve was used to evaluate the value of ResNet-18 image recognition network in cataplexy face recognition. Results: Among 25 patients with narcolepsy type 1, 15 were males and 10 were females, aged [M (Q1, Q3)] of 14.0(11.0, 20.5) years.Among 25 healthy controls, 14 were males and 11 were females, with a median age of 16.0(14.4, 23.0) years.The overall accuracy of ResNet-18 image recognition network in the test set was 90.9%, the sensitivity was 96.4% and the specificity was 85.2%. The area under the ROC curve was 0.99(95%CI:0.96-1.00). The ResNet-18 model parameter amount was 11.69 M, the floating point operation amount was 1 824.03 M, and the single image recognition time was 5.9 ms. Conclusions: The cataplexy face prediction model built based on the deep learning image recognition network ResNet-18 has a high accuracy in identifying cataplexy faces.
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Cataplejía , Aprendizaje Profundo , Narcolepsia , Humanos , Narcolepsia/diagnóstico , Estudios Transversales , Cataplejía/diagnóstico , Cara/anomalías , Procesamiento de Imagen Asistido por Computador , Masculino , Femenino , Redes Neurales de la ComputaciónRESUMEN
Objective: To analyze the clinicopathological features and differential diagnosis of large B-cell lymphoma with IRF4 rearrangement, aiming enhance its recognition and prevent misdiagnosis. Methods: The clinicopathological features, immunophenotype, and fluorescence in situ hybridization (FISH) results of six cases diagnosed with IRF4 rearrangement-positive B-cell lymphoma at the Affiliated Hospital of Xuzhou Medical University from 2015 to 2023 were retrospectively analyzed. Additionally, a comprehensive review of the literature was conducted. Results: Six patients with IRF4 rearrangement-positive large B-cell lymphoma were included. Patients 1 to 5 included three males and two females with a median age of 19 years ranging from 11 to 34 years. Four patients presented with head and neck lesions, while the other one had a breast nodule; all were in clinical Ann Arbor stages I to â ¡. Morphologically, entirely diffuse pattern was present in two cases, purely follicular pattern in one case, and diffuse and follicular patterns in other two cases. The tumor cells, predominantly centroblasts mixed with some irregular centrocytes, were of medium to large size, with a starry sky appearance observed in two cases. Immunophenotyping revealed all cases were positive for bcl-6 and MUM1, with a Ki-67 index ranging from 70% to 90%, and CD10 was positive in two cases. IRF4 rearrangement was confirmed in all cases by FISH analysis, with dual IRF4/bcl-6 rearrangements identified in two cases, leading to a diagnosis of LBCL-IRF4. Case 6, a 39-year-old female with a tonsillar mass and classified as clinical Ann Arbor stage â £, displayed predominantly diffuse large B-cell lymphoma (DLBCL) morphology with 20% high-grade follicular lymphoma characteristics. Immunohistochemistry showed negative CD10 and positive bcl-6/MUM1, with a Ki-67 index of approximately 80%. Triple rearrangements of IRF4/bcl-2/bcl-6 were identified by FISH, leading to a diagnosis of DLBCL with 20% follicular lymphoma (FL). All six patients achieved complete remission after treatment, with no progression or relapse during a follow-up period of 31-100 months. Conclusions: Large B-cell lymphoma with IRF4 rearrangement is a rare entity with pathological features that overlap with those of FL and DLBCL. While IRF4 rearrangement is necessary for diagnosing LBCL-IRF4, it is not specific and requires differentiation from other aggressive B-cell lymphomas with IRF4 rearrangement.
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Reordenamiento Génico , Hibridación Fluorescente in Situ , Factores Reguladores del Interferón , Linfoma de Células B Grandes Difuso , Proteínas Proto-Oncogénicas c-bcl-6 , Humanos , Factores Reguladores del Interferón/genética , Factores Reguladores del Interferón/metabolismo , Diagnóstico Diferencial , Femenino , Masculino , Linfoma de Células B Grandes Difuso/genética , Linfoma de Células B Grandes Difuso/patología , Linfoma de Células B Grandes Difuso/diagnóstico , Linfoma de Células B Grandes Difuso/metabolismo , Adulto , Adolescente , Estudios Retrospectivos , Proteínas Proto-Oncogénicas c-bcl-6/genética , Proteínas Proto-Oncogénicas c-bcl-6/metabolismo , Niño , Adulto Joven , Inmunofenotipificación , Proteínas Proto-Oncogénicas c-bcl-2/genética , Proteínas Proto-Oncogénicas c-bcl-2/metabolismoRESUMEN
BACKGROUND: In the wake of the COVID-19 pandemic, preliminary research has reported a significant decline in physical activity (PA) and an increase in sedentary behaviour (SB) among typically developed children and adolescents. Limited research has looked at the current situation of PA and SB during this pandemic among children and adolescents with intellectual disabilities (ID). This study investigated the situations about PA and SB among school-aged children and adolescents with ID on China's mainland during the COVID-19 outbreak. METHODS: In total, 837 parents of children and adolescents (ages 6-18 years) with ID from 15 special education schools of Shandong Province in China were recruited through convenience sampling in the study. Parents reported PA and SB among children and adolescents with ID through the Children's Leisure Activities Study Survey-Chinese version (CLASS-C) online questionnaires. RESULTS: From parents' reports, Chinese children and adolescents with ID during the COVID-19 pandemic participated in approximately 10 min of moderate-to-vigorous physical activity, and engaged in approximately 530 min of SB every day. Meanwhile, only 17.4% of children and adolescents with ID were able to achieve the recommendation of 60 min of daily moderate-to-vigorous physical activity and 76.1% of children and adolescents with ID spent more than 2 h on SB per day. Additionally, the problems of decrease PA and excessive SB were more prominent in older adolescents with ID compared with younger children with ID. CONCLUSION: In China, the low level of PA and high level of SB is particularly evident in children and adolescents with ID during the outbreak of COVID-19. The great majority of children and adolescents with ID did not meet the recommended amount of PA while undergoing excessive SB under the long-term home quarantine environment. Therefore, immediate attention and great effort should be made to deal with this severe situation among this vulnerable population in the mainland of China.
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COVID-19 , Discapacidad Intelectual , Niño , Adolescente , Humanos , Conducta Sedentaria , Pandemias , Discapacidad Intelectual/epidemiología , Control de Enfermedades Transmisibles , Ejercicio Físico , China/epidemiologíaRESUMEN
BACKGROUND: Overweight and obesity in children and adolescents has become a worldwide epidemic. There are several studies that have concentrated on the prevalence rate of children and adolescents with intellectual disabilities (ID), whereas data on such a population on the mainland of China remain unclear. The purpose of this study was to investigate the prevalence rate of overweight and obesity among school-aged children and adolescents with ID on China's mainland. METHODS: This study employed a cross-sectional design to examine the body weight status of 1873 children and adolescents (ages 6-18 years old) with ID in 35 special education schools. Body mass index was calculated, and the concepts of overweight and obesity were defined according to the standard of the Working Group for Obesity in China. RESULTS: Data indicated that 18.2% (95% CI: 16.5%-20.0%) of children and adolescents with ID were overweight and 14.4% (95% CI: 12.8%-16.0%) were obese. Boys with ID were more likely to be overweight than girls with ID (OR = 1.48[95% CI: 1.13-1.94], P < 0.05). Children and adolescents with Down syndrome or autism spectrum disorder had a trend to be classified as overweight (OR = 1.76[95% CI: 1.22-2.54], P < 0.05; OR = 1.57[95% CI: 1.17-2.09], P < 0.05, respectively) or obesity (OR = 1.82[95% CI: 1.23-2.69], P < 0.05; OR = 1.40 [95% CI: 1.02-1.93], P < 0.05, respectively) compared with those with ID without these conditions. Moreover, children and teenagers with ID living in urban areas had a predisposition to be overweight (OR = 2.16[95% CI: 1.14-4.09], P < 0.05) or obese (OR = 3.25[95% CI: 1.41-7.50], P < 0.05) relative to those who lived in rural areas. CONCLUSION: Results indicated that in China, the prevalence rate of overweight and obesity among school-aged children and adolescents with ID was remarkably high. Therefore, future research should make every effort to focus on reducing and preventing overweight and obesity of this population in China.
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Trastorno del Espectro Autista , Discapacidad Intelectual , Obesidad Infantil , Adolescente , Índice de Masa Corporal , Niño , China/epidemiología , Estudios Transversales , Femenino , Humanos , Discapacidad Intelectual/epidemiología , Masculino , Sobrepeso/epidemiología , Obesidad Infantil/epidemiología , PrevalenciaRESUMEN
Objective: To analyze the clinical features of one case of spontaneous hemothorax caused by primary pleural chondrosarcoma and therefore to improve the understanding of this disease. Methods: The clinical features of a case with primary pleural chondrosarcoma were analyzed retrospectively and the related literatures were reviewed.The literature review was carried out with "primary pleural, chondrosarcoma" in Chinese and English respectively, as the search terms in Wanfang Data, CNKI and PubMed database from January 1980 to October 2015. A total of 6 articales, 1 in Chinese and 5 in English, were reviewed. Results: A 29 year-old male patient was admitted to the hospital because of fever, chest tightness, shortness of breath for 20 days. CT scan of the chest showed a mass near the right posterior fourth rib and right pleural effusion.Routine examination of the pleural effusion confirmed the presence of hemothorax. Thoracotomy was performed and revealed hemothorax in the right thorax, and a mass near the pleural apex. The tumor was removed by surgery and pleural decortication was also performed. Pathology study confirmed the diagnosis of high-differentiated chondrosarcoma. The patient was followed and there was no recurrence until now. A total of 6 case reports were retrieved from Wanfang Data, CNKI and PubMed. Five cases had complete data, including 2 males and 3 females(age from 28 to70), and another (a 78-year old male) without adequate data. Conclusions: Primary pleural chondrosarcoma is a rare disease, and hemothorax as the first manifestation is even rare. It is easily to be misdiagnosed due to nonspecific clinical symptoms.The final diagnosis depends ultimately on pathological biopsy. Thoracotomy is the most effective method for treatment of primary pleural chondrosarcoma.
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Neoplasias Óseas/complicaciones , Condrosarcoma/complicaciones , Hemotórax/etiología , Adulto , Biopsia , Neoplasias Óseas/patología , Neoplasias Óseas/cirugía , Condrosarcoma/patología , Condrosarcoma/cirugía , Errores Diagnósticos , Fiebre/etiología , Hemotórax/diagnóstico por imagen , Hemotórax/cirugía , Humanos , Masculino , Recurrencia Local de Neoplasia , Pleura/patología , Derrame Pleural/diagnóstico por imagen , Toracotomía , Tórax , Tomografía Computarizada por Rayos XRESUMEN
Metabolic syndrome is closely related to erectile dysfunction (ED), and hyperlipidaemia is considered a major risk factor for ED. Adenosine triphosphate (ATP) synthase is believed to play an important role in metabolic syndrome; it has been hypothesised that ATP synthase contributes to ED development. We have verified this hypothesis using primary cultured human corpus cavernosum smooth muscle (HCCSM) cells treated with excessive free fat acid (FFA) and a high-fat diet (HFD) mouse model. Our results showed that high fatty factors could cause lipid accumulation in HCCSM cells, which could result in abnormal lipid metabolism, such as high levels of triglycerides, cholesterol and glucose in the HFD mice. There was a remarkable down-regulation of ATP synthase and p-Akt after in vivo and in vitro excessive FFA treatments. These results indicated that abnormal lipid metabolism could induce ATP synthase down-regulation via the Akt phosphorylation pathway and that ATP synthase may be a target of lipotoxicity in corpus cavernosum smooth muscle cells.
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Regulación hacia Abajo , Metabolismo de los Lípidos , ATPasas de Translocación de Protón Mitocondriales/metabolismo , Músculo Liso/enzimología , Pene/enzimología , Animales , Técnicas In Vitro , Masculino , Ratones , Ratones Endogámicos C57BLRESUMEN
Aim of our study was to clarify if the occurrence of apoptosis in oocytes and cumulus cells is correlated to bovine oocyte developmental competence. The cumulus-oocyte complexes (COCs) were selected according to cumulus status: G1 with more than five layers of compact cumulus cells, G2 with one to five layers of compact cumulus cells and G3 with expanded cumulus cells. The degree of apoptosis in cumulus cells and oocytes measured by caspase staining and TUNEL assay before and after maturation, and 24 h post-insemination was compared to the cleavage, blastocyst formation and hatching rates of each group. Highest cleavage, blastocyst and hatching rates were found in cumulus-oocyte complexes with more than five layers of compact cumulus cells, but no apoptosis was detected in immature or in vitro matured oocytes, regardless of the cumulus status. Many cumulus cells contained active caspases before maturation, but caspase activity declined dramatically after maturation. TUNEL positive cells were rarely observed in each cumulus-oocyte complex upon oocyte recovery, but a huge increase of them was seen after in vitro maturation. Significantly more TUNEL and caspase positive cells were found in G2 cumulus-oocyte complexes. Our results suggest that: (i) oocyte apoptosis does not account for the inferior oocyte quality of G2 and G3; (ii) apoptosis occurs in cumulus cells regardless of the number and compactness of cumulus cells; and (iii) the degree of apoptosis in the compact cumulus-oocyte complexes (G1 and G2) is negatively correlated to the developmental competence of oocyte.
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Apoptosis/fisiología , Bovinos/embriología , Desarrollo Embrionario , Oocitos/citología , Folículo Ovárico/citología , Animales , Bencimidazoles , Caspasas/análisis , Células Cultivadas , Femenino , Fertilización In Vitro/veterinaria , Colorantes Fluorescentes , Etiquetado Corte-Fin in Situ , Oocitos/fisiologíaRESUMEN
So far 12 caspases have been described in mouse and human while only one (CASP13) is known in cattle. The aim of this study was to (1) search for other bovine caspases by reverse transcription and polymerase chain reaction (RT-PCR) and (2) examine the presence of bovine caspase mRNA and active protein in the cumulus-oocyte complex. Five caspases (1, 3, 6, 7 and 8) were identified, partially cloned and sequenced. Four of them were mapped. Differential transcription of the caspase genes was detected, but no active caspase protein was found in diverse bovine oocytes. Cumulus granulosa cells (CGC) contain CASP1, 6, 7 and 8 mRNA and active caspase protein. The presence of caspase mRNA and active caspase proteins in CGCs suggests the occurrence of apoptosis in cumulus-oocyte complex, while caspase activation is blocked in fresh oocytes and therefore caspase transcription cannot be used to predict the oocyte developmental capacity.
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Caspasas/genética , Bovinos/genética , Oocitos/metabolismo , ARN Mensajero/genética , Mapeo de Híbrido por Radiación , Animales , Secuencia de Bases , Caspasas/metabolismo , Cartilla de ADN , Datos de Secuencia Molecular , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Análisis de Secuencia de ADN , Transcripción GenéticaRESUMEN
Various oxygen tensions are employed for in vitro embryo production. Since it is known that oxygen tension can influence the efficiency of embryo production and embryo quality, the aim of our study was to define an optimal oxygen concentration for bovine embryo production in vitro in synthetic oviduct fluid (SOF). Embryo quality criteria were hatching ability and the degree of apoptosis as assessed by TUNEL staining and Bax gene expression. In Experiment 1, the effects of 2, 5 and 20% O(2) tensions on embryo development were compared. The highest rate of eight-cell embryos (47%) at 72 hpi was obtained under 20% O(2). However, it seemed that 2 and 5% O(2) were also suitable as assessed by embryo survival rates at 144 hpi (29 and 30% at morula stage), 168 hpi (21 and 19% at blastocyst stage) and 216 hpi (14 and 17% at hatched blastocyst stage). In Experiment 2, comparisons were made between effects of 5, 20% and alternating O(2) (20% O(2) to 72 hpi and then changed to 5% O(2) up to 216 hpi) on embryo development. Alternating the O(2) tension significantly reduced the number of hatching blastocysts to 7%. Staining with TUNEL revealed that apoptosis occurred in all tested hatched blastocysts, but a significantly lower apoptotic cell ratio was found in embryos cultured under 5% O(2) (P<0.05). Total cell number of embryos cultured under 5% and alternating oxygen was significantly higher than that of other groups (P<0.05). Bax gene expression was detected by means of RT-PCR in only 2 of 66 hatched blastocysts. It can be concluded that 5% oxygen is optimal for bovine embryo culture in cell free media. Moreover, it is very likely that the apoptosis detected by TUNEL staining in this study is Bax-independent.
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Apoptosis/efectos de los fármacos , Bovinos/fisiología , Desarrollo Embrionario y Fetal/efectos de los fármacos , Fertilización In Vitro/veterinaria , Oxígeno/farmacología , Proteínas Proto-Oncogénicas c-bcl-2 , Animales , Bovinos/embriología , Fase de Segmentación del Huevo , Medios de Cultivo , Técnicas de Cultivo , Embrión de Mamíferos , Femenino , Expresión Génica , Etiquetado Corte-Fin in Situ/veterinaria , Proteínas Proto-Oncogénicas/genética , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa/veterinaria , Proteína X Asociada a bcl-2RESUMEN
Supraphysiological oxygen tension during embryo culture can generate reactive oxygen species (ROS), which can induce apoptosis. Antioxidants such as thiol compounds (cysteine, cysteamine) can be used to prevent ROS damage to the embryo. The purpose of this study was to evaluate the prevalence of apoptosis during bovine embryo development and to evaluate the effect of the presence or absence of cysteine 0.6 mM in modified synthetic oviduct fluid (mSOF) on in vitro produced cattle embryos cultured under two different oxygen tensions (5% O2 versus 20% O2). Effects were assessed by checking embryo development at Days 7, 8 and 9 and by evaluating Day 9 hatched blastocysts for differentiation by means of differential staining and for apoptosis by means of TUNEL-assay. Apoptotic cells were present in 94% of Day 7 blastocysts and in 100% of Days 8 and 9 blastocysts. Cysteine addition affected Day 8 blastocyst rates in a negative way (P < 0.05) regardless of the oxygen tension. In fact, cysteine addition to the mSOF culture medium had a negative effect upon embryo development in terms of blastocyst rates, hatching rates and apoptotic cell ratio. Embryos cultured under 5% O2 in the presence of cysteine, however, possessed significantly higher numbers of ICM cells. This finding corroborates the theoretical assumption that antioxidants are beneficial for ICM development.
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Antioxidantes/administración & dosificación , Apoptosis , Blastocisto/citología , Bovinos/embriología , Cisteína/administración & dosificación , Oxígeno/administración & dosificación , Animales , Líquidos Corporales , Medios de Cultivo , Técnicas de Cultivo , Desarrollo Embrionario y Fetal , Trompas Uterinas , Femenino , Fertilización In Vitro/veterinaria , Etiquetado Corte-Fin in Situ , Especies Reactivas de Oxígeno/metabolismoRESUMEN
The effects of the solvent-surfactant interaction, chain length and stiffness of surfactants on the formation of aggregates and the aggregation degree of surfactants in the two-dimension solution have been investigated using discontinuous molecular-dynamics simulations. When the tail-water repulsion increases or the head-water attraction decreases, the aggregation degree increases. Increasing the chain length and raising the stiffness of surfactants lead to the increment of the aggregation degree.
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The performance of 3-3 connectivity composite piezoelectric transducers is discussed. This type of transducer has been successfully used in ultrasonic imaging (frequency range: 150~600 kHz). Using a simple hardware system, this type of transducer can recognize a very thin aluminum plank (6 mm in thickness) in water, and it can clearly recognize a multilayer body.