BACKGROUND:Adolescent lumbar disc herniation is the main cause of low back pain in adolescents. At present,most of them are treated by conservativetreatment. When long-term non-surgical treatment attempts,surgery may be necessary to prevent further injury when the patient's symptoms are notsufficiently relieved or when the patient has symptoms of single nerve paralysis or compression of the cauda equina,it is very important to choose a suitable interbody fusion device for the surgical treatment of the patients.OBJECTIVE:To explore the effects of minimally invasive interbody fusion with different heights on lumbar biomechanics in patients with adolescent lumbar disc herniation.METHODS:CT scans of a 17-year-old male patient with adolescent lumbar disc herniation (L4-5 segment herniation) were collected. After the three-dimensional reconstruction of MIMICS,the interbody fusion device equal to and 3 mm higher than the intervertebral space was selected for analysis,so two expandablemixed material interbody fusion devices were designed and reconstructed. Fusion device L:11 mm high front,9 mm high posterior,9 mm wide,28 mmlong,and fusion device H:14 mm high front,11 mm high posterior,11 mm wide,28 mm long and the lumbar fusion device was modeled. The fusion deviceand lumbar spine model were optimized,inversely modeled,and then imported into ABAQUS,and finally the 3D model of lumbar fusion was obtained.The physiological activities of the human body were simulated,such as lumbar extension,forward bending,right bending,and left bending,to obtain thecorresponding stress contours. The biomechanical characteristics of the L4-5 vertebra under seven different working conditions were observed.RESULTS AND CONCLUSION:(1) The maximum stress of the two kinds of fuses was in the condition of forward bending and backward extension,the stress value of H fuses was (18.27±3.80) Mpa and (15.02±3.24) Mpa;the stress value of L fuses was (9.16±0.05) Mpa and (9.17±1.83) Mpa. The stress values of the end plate of the H-fusion in the extension station were (19.11±4.03) Mpa and (16.32±3.72) Mpa respectively. The stress values of the L-fusion end plate were (9.13±0.01) Mpa and (4.92±1.01) Mpa respectively. (2) The stress of H-type fusing end plate was higher than that of L-type fusing end plate except for L-5 end plate at neutral position (P<0.05). (3) Choosing an interbody fusion device with a height of more than 3 mm in the same intervertebral space has a more stable biomechanics.

Objective To build an automatic segmentation model of temporomandibular joint(TMJ)based on magnetic resonance im-aging(MRI)using deep learning method.Methods The MRI data of TMJ of 104 subjects were collected,with the articular disc,con-dyle and glenoid fossa marked.The adaptive U-Net framework(nnU-Net)was used to construct a segmentation model,which was sub-jected to both quantitative and qualitative assessments.Results The segmentation model demonstrated excellent accuracy in segmenta-tion.In the segmentation of different joint structures,the model achieved Dice of 0.77 for the articular disc,0.85 for the condyle,and 0.66 for the glenoid fossa.The model showed similar segmentation performance when processing MRI images in both open-mouth and closed-mouth states.Conclusion This study developed an automatic segmentation model for TMJ MRI based on deep learning,which can assist clinicians in diagnosing anterior displacement of the TMJ disc.

Objective:To analyze the infection status and epidemiological characteristics of respiratory pathogens in children with acute respiratory infections (ARI) at Xuzhou Children′s Hospital Affiliated to Xuzhou Medical University from 2023 to 2024.Methods:This study enrolled the patients (aged 0-17 years) who visited the outpatient or emergency department or were hospitalized at Xuzhou Children′s Hospital Affiliated to Xuzhou Medical University due to ARI from March 2023 to March 2024. Throat swab specimens of the patients were collected, and fluorescence quantitative PCR was used to detect influenza A virus (FluA), influenza B virus (FluB), respiratory syncytial virus (RSV), human rhinovirus (HRV), human adenovirus (HAdV), and Myocoplasima pneumonia ( Mp). These patients were divided into five groups by gender: <1, 1-2, 3-5, 6-11, 12-17 years. Chi-square test was used to perform statistical analysis on the detection rates of respiratory pathogens among patients of different genders and ages, and across distinct seasons. Results:A total of 46 379 children were enrolled and among them, 27 418 children tested positive for respiratory pathogens, with a positive rate of 59.12%. Among the positive cases, 5 177 (18.88%) were infected with more than one respiratory pathogen, with the co-infection of Mp and HRV being the most common type, followed by Mp and HAdV co-infection. The pathogens, ranked from the highest to the lowest detection rates, were Mp (20.74%, 9 620/46 379), RSV (12.76%, 5 920/46 379), HAdV (11.64%, 5 399/46 379), HRV (11.24%, 5 213/46 379), FluB (8.23%, 3 815/46 379), and FluA (6.80%, 3 154/46 379). There were statistically significant differences in the detection rates of RSV, HRV and Mp among children of different genders (χ 2=11.85, 15.23, 16.36; all P<0.001). The differences in the detection rates of the six pathogens among different age groups were statistically significant (all P<0.001), and the detection rates of FluA, FluB, HRV, HAdV and Mp in children aged 0-5 years showed an upward trend with age (all P<0.001). The highest detection rates of FluA, FluB, HRV and HAdV were in the 3-5 years group, while the highest detection rate of Mp was in the 6-11 years group, which was 40.15% (4 615/11 495). The detection rate of RSV showed a decreasing trend with age ( P<0.001), with the highest detection rate observed in the <1 year group (25.02%, 2 208/8 826). There were statistically significant differences in the detection rates of the six pathogens in different seasons (all P<0.001). Conclusions:The overall detection rate of respiratory pathogens in children with ARI in Xuzhou from 2023 to 2024 is high. Single-pathogen infection is the predominant pattern, and the most prevalent pathogen is Mp. There are gender differences in the detection rates of RSV, HRV, and Mp. The detection rate of RSV decreases with age, while the detection rates of FluA, FluB, HRV, HAdV, and Mp increase with age among children aged 0-5 years. The prevalence of FluA, FluB, RSV, HRV, HAdV, and Mp all exhibit seasonal patterns.

Antibodies currently comprise the predominant treatment modality for a variety of diseases; therefore, optimizing their properties rapidly and efficiently is an indispensable step in antibody-based drug development. Inspired by the great success of artificial intelligence-based algorithms, especially deep learning-based methods in the field of biology, various computational methods have been introduced into antibody optimization to reduce costs and increase the success rate of lead candidate generation and optimization. Herein, we briefly review recent progress in deep learning-based antibody optimization, focusing on the available datasets and algorithm input data types that are crucial for constructing appropriate deep learning models. Furthermore, we discuss the current challenges and potential solutions for the future development of general-purpose deep learning algorithms in antibody optimization.
Deep Learning ; Humans ; Antibodies/chemistry* ; Algorithms ; Artificial Intelligence ; Drug Development

Objective To build an automatic segmentation model of temporomandibular joint(TMJ)based on magnetic resonance im-aging(MRI)using deep learning method.Methods The MRI data of TMJ of 104 subjects were collected,with the articular disc,con-dyle and glenoid fossa marked.The adaptive U-Net framework(nnU-Net)was used to construct a segmentation model,which was sub-jected to both quantitative and qualitative assessments.Results The segmentation model demonstrated excellent accuracy in segmenta-tion.In the segmentation of different joint structures,the model achieved Dice of 0.77 for the articular disc,0.85 for the condyle,and 0.66 for the glenoid fossa.The model showed similar segmentation performance when processing MRI images in both open-mouth and closed-mouth states.Conclusion This study developed an automatic segmentation model for TMJ MRI based on deep learning,which can assist clinicians in diagnosing anterior displacement of the TMJ disc.

BACKGROUND:Adolescent lumbar disc herniation is the main cause of low back pain in adolescents. At present,most of them are treated by conservativetreatment. When long-term non-surgical treatment attempts,surgery may be necessary to prevent further injury when the patient's symptoms are notsufficiently relieved or when the patient has symptoms of single nerve paralysis or compression of the cauda equina,it is very important to choose a suitable interbody fusion device for the surgical treatment of the patients.OBJECTIVE:To explore the effects of minimally invasive interbody fusion with different heights on lumbar biomechanics in patients with adolescent lumbar disc herniation.METHODS:CT scans of a 17-year-old male patient with adolescent lumbar disc herniation (L4-5 segment herniation) were collected. After the three-dimensional reconstruction of MIMICS,the interbody fusion device equal to and 3 mm higher than the intervertebral space was selected for analysis,so two expandablemixed material interbody fusion devices were designed and reconstructed. Fusion device L:11 mm high front,9 mm high posterior,9 mm wide,28 mmlong,and fusion device H:14 mm high front,11 mm high posterior,11 mm wide,28 mm long and the lumbar fusion device was modeled. The fusion deviceand lumbar spine model were optimized,inversely modeled,and then imported into ABAQUS,and finally the 3D model of lumbar fusion was obtained.The physiological activities of the human body were simulated,such as lumbar extension,forward bending,right bending,and left bending,to obtain thecorresponding stress contours. The biomechanical characteristics of the L4-5 vertebra under seven different working conditions were observed.RESULTS AND CONCLUSION:(1) The maximum stress of the two kinds of fuses was in the condition of forward bending and backward extension,the stress value of H fuses was (18.27±3.80) Mpa and (15.02±3.24) Mpa;the stress value of L fuses was (9.16±0.05) Mpa and (9.17±1.83) Mpa. The stress values of the end plate of the H-fusion in the extension station were (19.11±4.03) Mpa and (16.32±3.72) Mpa respectively. The stress values of the L-fusion end plate were (9.13±0.01) Mpa and (4.92±1.01) Mpa respectively. (2) The stress of H-type fusing end plate was higher than that of L-type fusing end plate except for L-5 end plate at neutral position (P<0.05). (3) Choosing an interbody fusion device with a height of more than 3 mm in the same intervertebral space has a more stable biomechanics.

Objective:To analyze the infection status and epidemiological characteristics of respiratory pathogens in children with acute respiratory infections (ARI) at Xuzhou Children′s Hospital Affiliated to Xuzhou Medical University from 2023 to 2024.Methods:This study enrolled the patients (aged 0-17 years) who visited the outpatient or emergency department or were hospitalized at Xuzhou Children′s Hospital Affiliated to Xuzhou Medical University due to ARI from March 2023 to March 2024. Throat swab specimens of the patients were collected, and fluorescence quantitative PCR was used to detect influenza A virus (FluA), influenza B virus (FluB), respiratory syncytial virus (RSV), human rhinovirus (HRV), human adenovirus (HAdV), and Myocoplasima pneumonia ( Mp). These patients were divided into five groups by gender: <1, 1-2, 3-5, 6-11, 12-17 years. Chi-square test was used to perform statistical analysis on the detection rates of respiratory pathogens among patients of different genders and ages, and across distinct seasons. Results:A total of 46 379 children were enrolled and among them, 27 418 children tested positive for respiratory pathogens, with a positive rate of 59.12%. Among the positive cases, 5 177 (18.88%) were infected with more than one respiratory pathogen, with the co-infection of Mp and HRV being the most common type, followed by Mp and HAdV co-infection. The pathogens, ranked from the highest to the lowest detection rates, were Mp (20.74%, 9 620/46 379), RSV (12.76%, 5 920/46 379), HAdV (11.64%, 5 399/46 379), HRV (11.24%, 5 213/46 379), FluB (8.23%, 3 815/46 379), and FluA (6.80%, 3 154/46 379). There were statistically significant differences in the detection rates of RSV, HRV and Mp among children of different genders (χ 2=11.85, 15.23, 16.36; all P<0.001). The differences in the detection rates of the six pathogens among different age groups were statistically significant (all P<0.001), and the detection rates of FluA, FluB, HRV, HAdV and Mp in children aged 0-5 years showed an upward trend with age (all P<0.001). The highest detection rates of FluA, FluB, HRV and HAdV were in the 3-5 years group, while the highest detection rate of Mp was in the 6-11 years group, which was 40.15% (4 615/11 495). The detection rate of RSV showed a decreasing trend with age ( P<0.001), with the highest detection rate observed in the <1 year group (25.02%, 2 208/8 826). There were statistically significant differences in the detection rates of the six pathogens in different seasons (all P<0.001). Conclusions:The overall detection rate of respiratory pathogens in children with ARI in Xuzhou from 2023 to 2024 is high. Single-pathogen infection is the predominant pattern, and the most prevalent pathogen is Mp. There are gender differences in the detection rates of RSV, HRV, and Mp. The detection rate of RSV decreases with age, while the detection rates of FluA, FluB, HRV, HAdV, and Mp increase with age among children aged 0-5 years. The prevalence of FluA, FluB, RSV, HRV, HAdV, and Mp all exhibit seasonal patterns.

Objective To reveal the pharmacodynamic material basis of Kaixinsan by using high performance liquid chromatography-tandem mass spectrometry(HPLC-MS/MS)and the integrated analysis of"chemical component spectrum-plasma exposure component spectrum-mitochondrial function".Methods Through a review of literature,databases,and previous studies,the chemical components of ginseng,polygala,poria,and acorus were systematically cataloged.A qualitative analysis method for the chemical constituents in the aqueous extract of Kaixinsan was developed,allowing for the identification of its chemical components.A qualitative analysis for rat plasma based on HPLC-MS/MS was established,which was applied to analyze the plasma exposure component spectrum following oral administration of Kaixinsan aqueous extract in rats.Aerobic respiration was evaluated using a seahorse cell energy metabolism analyzer,and the effect of key components of Kaixinsan on mitochondrial aerobic respiration was assessed.Results Four main types of components were identified in the Kaixinsan aqueous extract,including saponins,oligosaccharide esters,xanthones,and triterpenes,comprising a total of 231 identified compounds.Analysis of rat plasma 30 minutes after gavage with Kaixinsan identified 55 compounds.The analysis revealed that ginsenoside Rg1,3,6'-disinapoylsucrose,polygalaxanthone Ⅲ and poricoic acid B could significantly enhance mitochondrial respiratory capacity using in vitro cellular assays to detect aerobic respiration of four main components entered blood.Conclusions Saponins,oligosaccharide esters,xanthones,and triterpenes may be the material basis for the pharmacological effect of Kaixinsan by improving mitochondrial function.The integrated analysis of"chemical component spectrum-plasma exposure component spectrum-mitochondrial function"provides a new approach for in-depth exploration of the material basis underlying the efficacy of traditional Chinese medicine.

Objective:To explore the predictive value of psoas muscle index(PMI)on early survival and complications after liver transplantation(LT)in children with biliary atresia(BA).Methods:Between January 1, 2016 and September 30, 2020, the relevant clinical data are retrospectively reviewed for 244 BA children undergoing LT at Department of Pediatric Liver Transplantation, Tianjin First Central Hospital.Total psoas muscle area(PMA)at the level of the third lumbar endplate is measured based upon preoperative abdominal computed tomography(CT)and normalized by the square of length for obtaining the value of PMI.According to the survival at Year 1 post-LT, receiver operating characteristic(ROC)curve is plotted and the cut-off value calculated.According to the cut-off value, they are divided into two groups of high PMI(173 cases)and low PMI(71 cases). Then the clinical data of 2 groups are compared.Kaplan-Meier survival curves at Year 1 post-LT are analyzed.And Cox proportional hazard model is utilized for conducting a multivariate analysis of early death.Results:The cut-off value of PMI is 534.6 mm 2/m 2.Two groups are compared in terms of age, gender, weight-for-age Z-score(WAZ), length-for-age Z-score(LAZ)and preoperative laboratory parameters ( P>0.05). Significant inter-group differences existed in the types of donors and surgery( P<0.05), and the median age of recipients in low PMI is higher than high PMI group(7.77months vs 6.57 months, P<0.01). The proportion of children with a history of Kasai surgery in low PMI group(78.87% vs 53.76%, P<0.01)and the median length of stay in hospital(23 d vs 20 d, P=0.03)is higher in low PMI group, but recipients(88.7% vs 97.1%, P<0.01)and grafts(87.3% vs 96%, P=0.01)1-year survival rate are lower.Multivariate analysis indicated that high PMI is a protective factor for early postoperative survival( HR=0.132, 95% CI: 0.028~0.626, P=0.011). Conclusions:PMI is an independent predictor of early survival post-LT and has a certain predictive value for early graft loss in BA children.

Objective:To study the impact of donor left hepatic vein classification and the reconstruction methods on hepatic venous outflow obstruction (HVOO) after pediatric living-donor liver transplantation using left lateral liver segments.Methods:A retrospective study was performed on the clinical data of 653 children recipients who underwent living-donor liver transplantation with left lateral liver segments from January 2014 to December 2020 at Tianjin First Central Hospital. There were 309 males and 344 females, aged 7.0 (6.0, 10.0) months, with an age range of 3-121 months. Based on the left hepatic vein on preoperative donor enhancement CT as well as the intraoperative reconstruction methods, the recipients were divided into 3 groups: type Ⅰ group ( n=514), anastomosis using a single opening was performed directly between the donor and the recipient; type Ⅱ group ( n=118), angioplasty was performed on two adjacent recipient venous orifices before anastomosis, and type Ⅲ group ( n=21), an interposition vessel was anastomosed to two widely spaced openings or the two veins were anastomosed separately. The preoperative general status of the patient, postoperative HVOO incidences, and graft and recipient survival rates were compared among the three groups. The patients were followed up by outpatient reexamination or telephone. Results:Graft to recipient weight ratio in the type Ⅲ group was smaller than that in the type Ⅰ group and the type Ⅱ group ( P<0.05). For all the 653 patients, the incidence of postoperative HVOO was 4.59% (30/653), with the incidences of HVOO in the 3 groups of patients were 4.1% for the type Ⅰ group (21/514), 5.1% for the type Ⅱ group (6/118), and 14.3% for the type Ⅲ group (3/21), respectively. There was no significant difference among the groups ( P>0.05). The recipient cumulative survival rates at 1 and 3 years after surgery in the type I group were 97.8% and 97.0%, and the corresponding rates in the type Ⅱ group were 96.5% and 94.2%, and in the type Ⅲ group were 94.1% and 86.9%, respectively. There was a significant difference between the type Ⅰ and type Ⅲ groups ( P=0.048). The graft cumulative survival rates at 1 and 3 years in the type Ⅰ group were 97.4% and 96.9%, and the corresponding rates in the type Ⅱ group were 94.9% and 92.5%, and in the type Ⅲ group were 94.1% and 86.9%, respectively. The difference in the postoperative graft cumulative survival rates between the type Ⅰ group and type Ⅱ group was significant ( P=0.044). Conclusions:The anatomy of the left hepatic vein supplying the left lateral liver segment was highly variable, and the majority of the variations could be reconstructed. A reasonable reconstructive method could reduce the incidence of postoperative HVOO and improved the outcomes of the graft.