Objective:To reveal the molecular characteristics of mononuclear phagocytes (MPs) in rat model of peripheral nerve injury (PNI) using single-cell RNA sequencing (scRNA-seq) technology that would provide the developmental changes and major biological process involved in the function of MPs after PNI.Methods:Twenty-seven male SD rats (200-300 g in weight) were selected from the Department of Hand and Foot Microscopy and Wound Repair Surgery, Henan Provincial People's Hospital (People's Hospital of Zhengzhou University) and the Department of Orthopaedics of First Affiliated Hospital of Zhengzhou University from July 2023 to December 2023. The rats were divided into a Sham operation group (Sham group), a 3 days post crush group (3 dpc group) and a 7 days post crush group (7 dpc group), following the randomised table method with 9 rats per group. After 7 days of environmental acclimatisation, the 3 dpc group and 7 dpc group were subjected to have the right sciatic nerve crushed in order to create a model of crush injury. And as a control group, the Sham group was subjected to Sham surgery only. Nine right sciatic nerves of rats were collected from each group at the corresponding time pints. Single-cell isolation was performed on the 10X Genomics platform. ScRNA-seq libraries were constructed using the Gel Bead Kit V3 and the libraries were sequenced using an Illumina Novaseq 6000 sequencer. Dimensionality reduction was performed using Principal Component Analysis and T-Distributed Stochastic Neighbor Embedding to visualise and explore the cellular heterogeneity within the dataset. Nine distinct cell clusters and their corresponding marker genes were identified based on the dimensionality-reduced data. Differential gene expression analysis was then performed to identify differentially expressed genes (DEGs) in MPs between different groups. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed to uncover the biological processes and pathways based on the DEGs. Monocle program for pseudo-time analysis was used to infer the developmental trajectory of MPs after injury.Results:A total of 19 054 cells were obtained by sequencing, and the results showed that the proportion of MPs in peripheral nerves was significantly up-regulated after PNI, and MPs were classified into 9 cellular subgroups based on the clustering analysis of the scRNA-seq data, which were Cluster 1 (3 398 cells), Cluster 2 (3 388 cells), Cluster 3 (3 262 cells), Cluster 4 (2 825 cells), Cluster 5 (2 753 cells), Cluster 6 (1 894 cells), Cluster 7 (648 cells), Cluster 8 (492 cells) and Cluster 9 (394 cells), respectively. Based on the expression of different cell subpopulation markers, MPs in the Sham group, 3 dpc group and 7 dpc group of sciatic nerves were classified into 9 cell clusters and the distributions of different MPs clusters in the 9 sciatic nerve samples were identified, among which, the Sham group had the lowest number of MPs cells in the sciatic nerve samples (a total of 2 719 cells) and the clusters were mainly dominated by clusters 5 (1 119 cells) and clusters 6 (1 240 cells). The 3 dpc group had the highest number of MPs cells (9 760 cells in total) and the clusters were mainly dominated by cluster 2 (1 760 cells), cluster 3 (3 130 cells) and cluster 4 (2 300 cells). The MPs (6 575 cells in total) in the 7 dpc group were mainly dominated by cluster 1 (2 406 cells) and cluster 2 (1 628 cells). Compared with the Sham group, the GO and KEGG annotations of the DEGs were significantly upregulated in the 3 dpc group, indicating that MPs in the rat sciatic nerves would have the ability to bind to extracellular molecules and remove debris from the injury site at 3 days post-injury, and the 7 dpc group would have the ability to activate the signalling pathways related to nerve repair. The proposed time-series analysis revealed that, in the uninjured condition, the MPs were mainly in the cluster 5 (Ccl17 +Cd80 +) and cluster 6 (Fcmr +Slc9a9 +). At 3 days post-injury, MPs developed into cell types dominated by cluster 2 (Cd8b +Meis3 +), cluster 3 (Il10 +Cd163 +) and cluster 4 (Ccl24 +Prg4 +). At 7 days post-injury, the effector state of cluster 2 among the main cell types of MPs was still maintained but the other parts had developed into cluster 1 (Hspa1b +Apobec1 +) related phenotypes. Conclusion:The molecular characteristics of MPs in the peripheral nerve revealed through scRNA-seq data provide valuable insights into the role of MPs in mediating inflammation and neural regeneration after PNI.

To accurately capture and effectively integrate the spatiotemporal features of electroencephalogram (EEG) signals for the purpose of improving the accuracy of EEG-based emotion recognition, this paper proposes a new method combining independent component analysis-recurrence plot with an improved EfficientNet version 2 (EfficientNetV2). First, independent component analysis is used to extract independent components containing spatial information from key channels of the EEG signals. These components are then converted into two-dimensional images using recurrence plot to better extract emotional features from the temporal information. Finally, the two-dimensional images are input into an improved EfficientNetV2, which incorporates a global attention mechanism and a triplet attention mechanism, and the emotion classification is output by the fully connected layer. To validate the effectiveness of the proposed method, this study conducts comparative experiments, channel selection experiments and ablation experiments based on the Shanghai Jiao Tong University Emotion Electroencephalogram Dataset (SEED). The results demonstrate that the average recognition accuracy of our method is 96.77%, which is significantly superior to existing methods, offering a novel perspective for research on EEG-based emotion recognition.
Electroencephalography/methods* ; Emotions ; Humans ; Signal Processing, Computer-Assisted ; Principal Component Analysis ; Algorithms ; Convolutional Neural Networks

Objective:To investigate the clinical effect of free anterolateral thigh perforator flap(ALTPF) in reconstruction of temporal scalp defect after blood circulation reconstruction surgery for moyamoya disease.Methods:From May 2020 to July 2022, 7 patients with scalp defect after revascularisation of moyamoya disease were treated in Department of Hand and Foot Microsurgery, Henan Provincial People’s Hospital (People’s Hospital of Zhengzhou University). The patients were 4 males and 3 females, aged 33-59 years old, at 43 years old in average. There were 5 defects in left tempus and 2 in right tempus. The sizes of scalp defect were 4.5 cm × 5.5 cm-7.5 cm × 9.5 cm. Debridement and VSD management were primarily performed. After wounds were stabilised, ultrasound location of perforator vessels of ALTPFs was performed. Having confirmed that the perforator vessels were suitable for the surgical requirements, flap transfers were then performed. The descending branch of the lateral femoral circumflex artery was end-to-side anastomosed with the superficial temporal artery, and the descending branch of the lateral femoral circumflex vein was end-to-end anastomosed with the superficial temporal vein. Postoperative follow-up was conducted through outpatient clinic visits, telephone and WeChat reviews. Appearance, texture of ALTPFs and the flap donor sites were observed in follow-ups. Comparisons of the changes of nervous system before and after surgery were made. Cognitive function of the patients was assessed with the Mini Mental State Examination (MMSE), together with the Activities of Daily Living (ADL) .Results:All 7 flaps survived. One flap had vascular compromise 6 hours after surgery, and was rectified after surgical intervention. All the patients were included in the postoperative follow-up for 7-33 (average 19) months. All flaps had good appearance with soft texture. There was no obvious difference in colour comparing with the skin around the recipient region. The donor sites healed well without hypertrophic scar. Examinations of nervous system of the patients were found the same as that before surgery. Using Manual Muscle Testing (MMT), the average limb muscle strength of the patients was 4 before surgery and 4 after surgery, without change; Using the Ashworth assessment scale, the average preoperative and postoperative limb muscle tension in this group of patients was 1, without change; The Berg balance scale was used to evaluate the patient's balance function, with an average score of 42 before surgery and 42 after surgery, without any changes; There was no change in limb sensation before and after surgery; Using the MMSE, the average preoperative score and postoperative score of this group of patients were 25 points, without any change. Using the modified Barthel index scoring standard, the average preoperative score for this group of patients was 75 points, and the average postoperative score was 79 points, and the ADL of the patient had improved to various levels.Conclusion:Reconstruction of scalp defect with free ALTPF after revascularisation of moyamoya disease has obvious advantages, such as it closes the wound quickly, prevents infection and achieves a good appearance. This surgical procedure can produce a good clinical effect.

Objective: Depression was common during coronavirus disease-2019 (COVID-19) pandemic, while the association of perceived stress with depression among vaccinated healthcare workers has not been investigated. This study aimed to address this issue. Methods: We included a total of 898 fully vaccinated healthcare workers during the outbreak of severe acute respiratory syndrome coronavirus 2 Delta variant in Nanjing, 2021. Depression was ascertained by Patient Health Questionnaire-9, with a cut-off score of ≥5 indicative of mild-to-severe depression. Perceived stress, resilience, and compassion fatigue were assessed by Perceived Stress Scale-10, Resilience Scale-25, and Professional Quality of Life Scale version-5, respectively. Logistic regression analyses were used to estimate the odds ratio (OR) and 95% confidence interval (CI), along with subgroup and mediation analyses. Results: The prevalence of mild-to-severe depression was 41.1% in vaccinated healthcare workers. The odd of mild-to-severe depression was increased with higher perceived stress. Compared with vaccinated healthcare workers with the lowest tertile of perceived stress, those with the highest tertile had increased odds of mild-to-severe depression by 120% (OR 2.20, 95% CI 1.46 to 3.31) after multivariable-adjustment. However, perceived stress was not associated with mild-to-severe depression in vaccinated healthcare workers with strong resilience, but was in those with weak resilience (pinteraction=0.004). Further analysis showed that compassion fatigue mediated the relationship between perceived stress and mild-to-severe depression, with a mediating effect of 49.7%. Conclusion Perceived stress was related to an increased odd of mild-to-severe depression in vaccinated healthcare workers during COVID-19 pandemic, and this relationship might be explained by compassion fatigue.

Liver function can reflect the severity of cirrhosis,and has important clinical value for disease monitoring,efficacy evaluation and surgical risk prediction.At present,the methods commonly used in clinical evaluation of liver function include blood biochemical examination,drug excretion test,comprehensive scoring system and routine imaging examination.All these methods have their limitations.Gd-EOB-DTPA is a hepatocellular specific contrast agent,which is taken up and excreted by liver cells and can directly reflect liver function.Therefore,it is expected to achieve non-invasive segental quantitative evaluation of liver function through enhanced MRI of Gd-EOB-DTPA,which is the focus of current research.In this paper,the methods of Gd-EOB-DTPA enhanced MRI for liver function assessment were reviewed,and the feasibility of Gd-EOB-DTPA in liver function assessment was discussed.

Objective:The investigation and research on the application status of Hepatic Venous Pressure Gradient (HVPG) is very important to understand the real situation and future development of this technology in China.Methods:This study comprehensively investigated the basic situation of HVPG technology in China, including hospital distribution, hospital level, annual number of cases, catheters used, average cost, indications and existing problems.Results:According to the survey, there were 70 hospitals in China carrying out HVPG technology in 2021, distributed in 28 provinces (autonomous regions and municipalities directly under the central Government). A total of 4 398 cases of HVPG were performed in all the surveyed hospitals in 2021, of which 2 291 cases (52.1%) were tested by HVPG alone. The average cost of HVPG detection was (5 617.2±2 079.4) yuan. 96.3% of the teams completed HVPG detection with balloon method, and most of the teams used thrombectomy balloon catheter (80.3%).Conclusion:Through this investigation, the status of domestic clinical application of HVPG has been clarified, and it has been confirmed that many domestic medical institutions have mastered this technology, but it still needs to continue to promote and popularize HVPG technology in the future.

Objective:To investigate the surgical method and clinical effect of one-stage repair of soft tissue defects of dorsum of hand and multiple fingers by using the polyfoliate conjoined anterolateral thigh perforator flap (ALTP) .Methods:From November, 2015 to September, 2019, 9 cases of soft tissue defects of dorsum of hand and multiple fingers were treated, including 8 males and 1 female. The average age was 32 years old. Causes of injury: 4 cases of thermal injury, 3 cases of strangulation injury, and 2 cases of traffic accident injury. Location of injury: 7 cases of right hand, 2 cases of left hand. Three cases of dorsum of hand with 1st-4th fingers, 3 cases with 2nd-5th fingers, 2 cases with 2nd-4th fingers, and 1 case with 3rd-5th fingers; All with bone, joint and tendon exposure. There were 6 cases with fracture or joint dislocation. All of them had no obvious defect of bone and joint. VSD was used to cover them after debridement. According to the shape and size of the wound, all flaps were designed to repair the soft tissue defect as the polyfoliate conjoined ALTP. The flap size was 7 cm×13 cm-12 cm×17 cm. Regular outpatient, telephone and Wechat follow-up were carried out to evaluate the flap survival, appearance, color elasticity, donor scar, sensory recovery, finger function recovery and patient satisfaction.Results:Nine cases of flap survived well. The average followed-up time was 12 (6-18) months. The postoperative followed-up revealed satisfactory shapes of the flaps, protective touch and recovery of functions. The donor site had good healing and no effect on function. In the last followed-up, according to the trial criteria for function evaluation of upper limbs by Chinese Society of Hand Surgery, 5 cases were excellent, 3 cases were good, and 1 case was fair. The hand function recovered well and returned to work and daily life on average 6 weeks after operation.Conclusion:The polyfoliate conjoined ALTP can repair the soft tissue defect of hand dorsum with multiple fingers at one stage, and the flap is in good shape. There is no need to divide the fingers. It is one of the ideal methods to repair the soft tissue defect of hand dorsum.

Alanine Transaminase ; Amikacin ; Anti-Bacterial Agents ; Aztreonam ; Bilirubin ; Carbapenems ; Ceftazidime ; China ; Creatinine ; Cross Infection ; Escherichia coli ; Fibrosis ; Fungi ; Gram-Negative Bacteria ; Gram-Positive Bacteria ; Hemorrhage ; Hospitals, Teaching ; Humans ; International Normalized Ratio ; Klebsiella pneumoniae ; Length of Stay ; Leukocyte Count ; Linezolid ; Methicillin-Resistant Staphylococcus aureus ; Mortality ; Multivariate Analysis ; Prevalence ; Proportional Hazards Models ; Retrospective Studies ; Risk Factors ; Vancomycin

Objective To investigate the long-term effect of free flap in repairing hemifacial atrophy.Methods From April,1991 to April,2015,19 cases (5 males and 14 females) aged between 18 and 51 years (mean,26 years) with hemifacial atrophy were treated by free flap.Hemifacial atrophy affected the left side in 8 patients,and the right side in the remaining 11.Fifteen cases only had a hemifacial soft tissue deficit,the other 4 cases were associated with ipsilateral zygoma dysplasia,in which 1 had ipsilateral scar contracture.The latissimus dorsi muscle flap were applied in 12 cases (2 of which anastomose thoracodorsal nerve with the cervical branch of the facial nerve),the scapular flap in 2 cases,the tensor fascia latae dermal flap with dermal fat flap in 3 cases,and with iliac groin composite tissue flap and ilium groin dermal composite tissue flap in 1 case respectively.Among them,14 flaps had their blood vessels anastomosed to the superficial temporal artery and vein,and 5 to the facial artery and vein.All operations were successfuly accomplished and followed-up for 2-21 years.Results All patients had ideal clinical outcomes with significant improvement in facial symmetry and skin color,and no dysfunction happened.Conclusion The long-term effect of surgical management with free flap in repairing hemifacial atrophy is satisfactory.It is an effective method of clinical treatment.

Objective To explore the implementation effect of nurses′ hierarchical training plan based on training outline and nurses′ needs. Methods Nurses′ hierarchical training outline was established in accordance with three theoretical training modules(humanistic accomplishment, professional competence, career planning/development) as well as three skill training modules(basic nursing skills, specialist nursing skills and first aid nursing skills); the training needs of nurses were investigated by adopting a self-made Training Needs Questionnaire, then the hierarchical training plan was developed based on the training outline and nurses′ training needs. Results There were some differences in the training needs of different levels of nurses in the fields of clinical knowledge and skills,nursing management, nursing education, scientific research and new nursing guidelines and progress(F=2.80-22.47,P<0.05 or 0.01). Before the implementation of nurses′ hierarchical training plan based on training outline and nurses′ needs, nurses′ satisfaction about training, theoretical examination result, clinical working ability and patients′satisfaction towards nursing were 89.06%(228/256),94.80%(1 185/1 250), 96.63%(1 060/1 097) and 95.35%(5 470/5 737), respectively. Then, after the implementation, the corresponding values got improved into 96.76%(239/247), 97.44%(1 297/1 331), 98.75%(1 106/1 120) and 99.22%(6 070/6 118),which were statistically significant(χ2=11.11-176.27,P<0.01). Conclusion Integrating nurses′hierarchical training outline with the training needs helps to provide targeted hierarchical training so as to improve the professional quality of nurses and the patients′satisfaction towards nursing.