Non-bifurcating cervical carotid artery(NBCCA)is a very rare anatomical variation of the cervical carotid artery,which may be related to the abnormal development of internal carotid artery(ICA)and external carotid artery in embryonic period.Neither carotid bulb nor a true carotid bifurcation can be observed on the ultrasound of carotid artery while a"stump-like"change was showed at the expected bifurcation level of carotid artery on DSA.Few cases has been reported in China and abroad so far.This article reported a middle-aged male with a history of hypertension and type 2 diabetes and was admitted to the hospital due to dizziness for one month.The left NBCCA accompanied with severe stenosis of the right ICA was confirmed by cerebral angiography.The patient received the right ICA stent implantation surgery as well as antihypertensive and glucose-control treatment and was discharged as his symptoms improved.Clinical data of this case and related literatures were reviewed,in order to improve clinicians'especially imaging diagnostic physicians'understanding on NBCCA to avoid misdiagnosis and related complications.

Objective:To investigate the effectiveness, safety, and advantages of modified radical neck dissection by gasless unilateral axillary approach (GUA-MRND) in the surgical management of selected patients with papillary thyroid cancer.Methods:We retrospectively analyzed patients with papillary thyroid cancer who underwent GUA-MRND (endoscopic group, n=16) versus unilateral open modified radical neck dissection (MRND) (open group, n=32) during the period from Jan. 2019 to Jun. 2021, including the differences in surgical efficiency, complication rate, and incisional satisfaction.Results:Compared MRND with GUA-MRND, the patients were younger ( P<0.05) , operative time and postoperative drainage anterior ( P<0.01) were slightly inferior in the latter, but it had obvious advantages in cervical swallowing discomfort and incision satisfaction evaluation ( P<0.05) . There was no significant difference in the incidence of temporary recurrent laryngeal nerve injury, intraoperative and postoperative bleeding, hematoma, infection, lymphatic or chylous leakage and supraclavicular numbness after surgery ( P>0.05) . The number of dissected lymph nodes in area II in the GUA-MRND was lower ( P<0.05) , but it was significantly higher ( P<0.01) in area III. And the average regional cleaning efficiency in the GUA-MRND was level Ⅲ (35.5%) , level Ⅵ (28.59%) , level Ⅳ (23.21%) , level Ⅱ (7.18%) and level Ⅴ (7.12%) , suggested that GUA-MRND had higher efficacy for level III, level Ⅵ and Level IV. Conclusion:GUA-MRND is safe, effective, and has high cosmetic satisfaction in the treatment of selected patients with lateral cervical lymph node metastases from papillary thyroid cancer.

Objective To investigate the diagnostic value of subtraction technique based coronary CT fractional flow reserve(CT-FFR)in detecting calcification-related hemodynamically signifi-cant stenosis.Methods A total of 22 patients(42 lesions)with known or suspected coronary ar-tery disease admitted in our hospital from March 2020 to March 2022 were recruited prospectively.Subtraction coronary computed tomography angiography(CCTA)was provided for the patients who were scheduled for invasive coronary angiography(ICA).CCTA image reconstruction algo-rithm was based on hybrid iterative reconstruction.FFR was detected in the patients with moder-ate-to-severe coronary stenosis caused by calcification.A FFR value ≤0.80 was defined as signifi-cant hemodynamic stenosis.With FFR as the reference standard,the diagnostic performance of CCTA,subtraction CCTA,CT-FFR,and subtraction CT-FFR in detecting calcification-related hemodynamically significant stenosis were evaluated.Results Lesion-based analysis showed that subtraction CT-FFR yielded the highest diagnostic performance among four groups of images,with a sensitivity,specificity,positive predictive value,negative predictive value and accuracy of 100.0％,62.1％,54.2％,100.0％and 73.8％,respectively,and an AUC value of 0.83.Patient-based analysis showed subtraction CT-FFR performed best in diagnostic performance,with a sensitivity,specificity,positive predictive value,negative predictive value and accuracy of 100.0％,33.3％,55.6％,100.0％and 63.6％,respectively,and an AUC value of 0.77.Conclusion Subtraction CT-FFR has the highest diagnostic performance for calcification-related hemodynamically signifi-cant stenosis,which expands the application of CT-FFR in severe calcification lesions,and is of good value in clinical application.

Objective: To explore the clinical application value of deep convoluti onal neural network for automatic detection and classification of benign and malignant thyroid nodules ultrasound images. Methods: A total of 1 012 ultrasound images of thyroid nodules were retrospectively selected and labeled. The YOLOv5 network model was constructed to accurately locate the location of thyroid nodules and automatically trim the area of the nodules. At the same time , a GoogLeNet network model was constructed to classify benign and malignant nodules after reduction. Results : In the collected data set , the mean accuracy of the target detection network for thyroid nodule location detection was 96. 2% . Meanwhile , the sensitivity, specificity, accuracy and AUC of the classification network for benign and malignant nodules were 0. 885 ,0. 822 ,0. 866 and 0. 92 respectively ,which were significantly higher than those of the AlexNet model (0. 81) , VGG model (0. 86) and MobileNet model (0. 76) . Conclusion The deep convo⁃ lutional neural network model has high localization and recognition ability for benign and malignant thyroid nodules in ultrasound images ,which is helpful to improve the accuracy of automatic image diagnosis.

The automatic recognition technology of muscle fatigue has widespread application in the field of kinesiology and rehabilitation medicine. In this paper, we used surface electromyography (sEMG) to study the recognition of leg muscle fatigue during circuit resistance training. The purpose of this study was to solve the problem that the sEMG signals have a lot of noise interference and the recognition accuracy of the existing muscle fatigue recognition model is not high enough. First, we proposed an improved wavelet threshold function denoising algorithm to denoise the sEMG signal. Then, we build a muscle fatigue state recognition model based on long short-term memory (LSTM), and used the Holdout method to evaluate the performance of the model. Finally, the denoising effect of the improved wavelet threshold function denoising method proposed in this paper was compared with the denoising effect of the traditional wavelet threshold denoising method. We compared the performance of the proposed muscle fatigue recognition model with that of particle swarm optimization support vector machine (PSO-SVM) and convolutional neural network (CNN). The results showed that the new wavelet threshold function had better denoising performance than hard and soft threshold functions. The accuracy of LSTM network model in identifying muscle fatigue was 4.89% and 2.47% higher than that of PSO-SVM and CNN, respectively. The sEMG signal denoising method and muscle fatigue recognition model proposed in this paper have important implications for monitoring muscle fatigue during rehabilitation training and exercise.
Electromyography ; Memory, Short-Term ; Muscle Fatigue ; Neural Networks, Computer ; Recognition, Psychology

Indirect energy metabolism measurement is the gold standard for providing nutritional support for critical illness. The accuracy of the measurement data directly affects the outcome of the disease. In order to study the influence of sampling delay on the accuracy of energy metabolism measurement under mechanical ventilation, the Matlab/Simulink platform and respiratory electrical model were used for simulation and quantitative analysis. The results show that the error of indirect energy metabolism measurement increases with the increase of sampling delay, the error of sampling delay in mechanical ventilation mode is larger than that of spontaneous breathing, and the error of sampling delay in PCV mode of mechanical ventilation is larger than that in VCV mode. Therefore, there should be different sampling delay compensation strategies under severe mechanical ventilation and its different control modes.
Computer Simulation ; Critical Illness ; Energy Metabolism ; Humans ; Respiration, Artificial

A lung diffusion function detection system is designed. Firstly, the controllable collection of air, test gas source and calibration gas source was based on single-breath method measurement principle. Secondly, pulmonary diffusing capacity for carbon monoxide (D_lCO) was calculated by gas concentration measured by the non-dispersive infrared sensor to measure, the gas flow measured by the differential pressure sensor, and the temperature, humidity and atmospheric pressure sensors to test and evaluate the quantitative detection and evaluation of lung diffusion function. Moreover, a preliminary verification of the lung diffusion function detection system was implemented, and the results showed that the error of the lung carbon monoxide diffusion and the alveolar volume did not exceed 5%. Therefore, the system has high accuracy and is of great value for early screening and accurate assessment of COPD.
Carbon Monoxide ; Lung ; Pulmonary Diffusing Capacity/methods*

Photothermal therapy has been intensively investigated for treating cancer in recent years. However, the long-term therapeutic outcome remains unsatisfying due to the frequently occurred metastasis and recurrence. To address this challenge, immunotherapy has been combined with photothermal therapy to activate anti-tumor immunity and relieve the immunosuppressive microenvironment within tumor sites. Here, we engineered silica-based core‒shell nanoparticles (JQ-1@PSNs-R), in which silica cores were coated with the photothermal agent polydopamine, and a bromodomain-containing protein 4 (BRD4) inhibitor JQ-1 was loaded in the polydopamine layer to combine photothermal and immune therapy for tumor elimination. Importantly, to improve the therapeutic effect, we increased the surface roughness of the nanoparticles by hydrofluoric acid (HF) etching during the fabrication process, and found that the internalization of JQ-1@PSNs-R was significantly improved, leading to a strengthened photothermal killing effect as well as the increased intracellular delivery of JQ-1. In the animal studies, the multifunctional nanoparticles with rough surfaces effectively eradicated melanoma via photothermal therapy, successfully activated tumor-specific immune responses against residual tumor cells, and further prevented tumor metastasis and recurrence. Our results indicated that JQ-1@PSNs-R could serve as an innovative and effective strategy for combined cancer therapy.

Objective:To analyze the clinical features and CBS gene variants of 13 patients with classic homocystinuria, and the strategies of individual treatment and prevention were explored.Methods:The general information, clinical manifestations, laboratory tests, cranial images, CBS gene variants, diagnosis and therapeutic strategies of 13 patients with classic homocystinuria admitted to the Department of Pediatrics of Children′s Hospital Affiliated to Zhengzhou University and Peking University First Hospital from November 2013 to June 2021 were analyzed retrospectively.Results:There were 13 patients diagnosed at the age of 10 days to 14 years, 6 were male and 7 were female. There were 3 patients detected by newborn screening and received treatment at the asymptomatic stage. There were 10 patients clinically diagnosed at the age of 5 to 14 years. Their symptoms appeared at age of 1 to 6 years. The major clinical manifestations were marfanoid features, lens dislocation and (or) myopia, developmental delay, osteoporosis, and cardiovascular diseases. Brain magnetic resonance imaging showed asymmetric infarcts in 4 patients and hypomyelination in 1 case. Increased blood methionine, plasma total homocysteine and urinary total homocysteine with normal urinary methylmalonic acid were found in 13 patients. The biochemical features were consistent with classic homocystinuria. Totally 18 variants were identified in CBS gene of 13 patients, 10 variants were novel and 8 were reported. only 1 patient was partially responsive to vitamin B 6 treatment, while 12 cases were non-responsive. They were mainly treated with low methionine diet and betaine supplement. Three vitamin B 6 non-responsive cases received liver transplantation at age of 3, 8 and 8 years, respectively. Their blood methionine and total homocysteine returned to normal within a week after liver transplantation. One patient died. Prenatal diagnosis was performed for a fetus when the mother was pregnant again. Two pathogenic CBS gene variants were identified from the amniocytes as same as the proband. Conclusions:The clinical manifestations of classic homocystinuria are complex and variable. Blood amino acid analysis, serum or urine total homocysteine assay and gene analysis are critical for its diagnosis. There were 10 novel CBS gene varients were identified expanding the CBS gene varient spectrum. Liver transplantation is an effective treatment. Prenatal diagnosis is important to prevent classic homocysteinuria.

Objective:To summarize the clinical features and pathological changes of peripheral tissues from patients with neuronal intranuclear inclusion disease (NIID) diagnosed by genetic tests.Methods:Repeat-primed polymerase chain reaction was used to confirm the GGC repeated expansion in the 5′ untranslated region of the NOTCH2NLC gene in patients with suspected NIID who had visited the Department of Neurology of Peking University First Hospital from January 2018 to February 2020. The clinical data and pathological changes of peripheral tissues from patients with genetically diagnosed NIID were collected retrospectively and analysed. Immunostaining with anti-p62 and anti-ubiquitin antibody was performed on peripheral biopsy specimens.Results:Totally nine patients with NIID who had GGC repeated expansion in the NOTCH2NLC gene were found. Five patients were familial (from three faimilies), and four patients were sporadic. The age of onset was 36-61(51.33±7.12) years. The most common symptoms in this NIID group were episodic emotion and personality change (8/9), paroxysmal disturbance of consciousness (6/9) and intermitant head discomfort (6/9). Other symptoms included cognitive dysfunction, limb weakness, limb sensory disturbance, bladder dysfunction, ataxia, seizures and psychiatric symptoms. Brain magnetic resonance imaging showed high signals along the corticomedullary junction on diffusion-weighted image in eight out of nine patients. Skin biopsied samples from nine patients demonstrated the presence of eosinophilic intranuclear inclusions (IIs), appearing in the nucleus of fibroblasts, fat cells and ductal epithelial cells of sweat glands on hematoxylin-eosin staining. IIs were positive on anti-p62 and anti-ubiquitin immunostaining. Electron microscopy indicated the IIs were composed of a pile of filament materials without membrane. Muscle biopsies from two patients showed no obvious neurogenic or myogenic pathologic changes, except in one patient several rimmed vacuoles fibers were found. In one patient sural nerve biopsy showed severe demyelinating pathological changes. No IIs were found in the muscles and peripheral nerve tissue either by histological examination or by immunohistochemical staining with anti-p62 or anti-ubiquitin, while IIs were found by immunofluorescence staining with both anti-p62 and anti-ubiquitin in three patient′s tissue. Conclusions:The phenotype of this NIID patient group is adult-onset NIID, with episodic encephalopathy as the main clinical manifestation. Skin biopsy has high pathological diagnostic value for NIID. The immunofluorescence staining with anti-p62 and anti-ubiquitin is easier to detect the presence of IIs than histological staining and immumohistochemical staining.