Methods: Fifty patients who underwent UBE-TLIF and 50 patients who underwent W-TLIF, each with >2 years of follow-up, were retrospectively analyzed. Outcomes included operative parameters, time to postoperative mobilization, paravertebral muscle atrophy and fat infiltration rates, clinical scores (Visual Analog Scale [VAS], Oswestry Disability Index [ODI], Japanese Orthopaedic Association [JOA]), modified Macnab criteria, fusion rates, and complications. Results: Compared with W-TLIF, the UBE-TLIF group had significantly less intraoperative blood loss, shorter operative times, and lower postoperative drainage volumes (p <0.05). The UBE-TLIF group showed faster postoperative recovery and shorter hospital stays. At 6 months, 1 year, and 2 years, W-TLIF patients had higher multifidus and erector spinae atrophy, and greater paravertebral muscle fat infiltration (p <0.05). The UBE-TLIF group also had lower VAS and ODI scores at 1 year and 2 years (p <0.05) and fewer surgical complications (6% vs. 10%). Fusion rates (94% vs. 92%) and modified Macnab outcomes (88% vs. 86%) were comparable (p >0.05). Conclusions UBE-TLIF is associated with reduced intraoperative trauma, quicker recovery, and fewer complications. In the long-term, it better preserves paravertebral muscle integrity and provides superior pain and functional outcomes.

Objective : To explore the feasibility of machine learning methods in the discrimination of tuberculosis patients. Methods : The data of 15 observation indicators of 860 patients were obtained from a tertiary hospital. Through in-depth mining and analysis of the data, support vector machine, random forest and neural network model methods were used to discriminate the diseases of patients. Results : The accuracies of the TB suspected patient discrimination models based on support vector machine, random forest and neural network were 90%, 91% and 88%, respectively. Conclusion All three machine learning methods can be used for discriminative analysis of suspected tuberculosis patients. In comparison, random forest performs better in discriminating patients with tuberculosis from those with pneumonia.

Objective: To investigate the characteristics of temporal and spatial distribution of tuberculosis epidemics in Shache County, Kashgar Region, Xinjiang. Methods: Information on the incidence of tuberculosis in Sacha County from 2019—2021 was collected and spatiotemporally analyzed by applying the circular distribution method, local spatial autocorrelation analysis, hot and cold spot analysis, directional distribution and spatial center of gravity methods. Results : The total number of tuberculosis cases in Shache County in 2019—2021 was 8 345, of which 52.03%were male and 47.97% were female, and the patients were predominantly 60-75 years old. The number of reported incidences of TB in Tagarqi Township, Shache Township, and Chajek Township ranked among the top three in the county. Spring and summer were the disease-prone seasons for TB, and mid-March to mid-July was the period of high disease incidence. Misha Township and Ishkuli Township are the “high and high” gathering areas, while the “low and low” gathering areas are mainly concentrated in Khoshrav Township and Karasu Township. The hotspots of TB incidence in Shache county were Tagarqi township, Misha township, and Ishkuli township. During the study period, the center of gravity of TB incidence in Shache county of Kashgar area gradually shifted from the southwest to the northeast. Conclusion In Shache county, there is a certain degree of aggregation of tuberculosis outbreaks, with more men than women reporting illnesses, a larger proportion of older people, and a strong seasonal incidence of the disease, with Mixia township and Ishikuli township being the key areas of incidence. Relevant departments should continue to strengthen the disease surveillance of key populations and regions during the high incidence of tuberculosis, and take appropriate intervention measures to reduce the risk of tuberculosis transmission.

As a new generation of time-of-flight mass spectrometry,multiple-reflection time-of-flight mass spectrometry(MR-TOF-MS)has been increasingly applied in the fields such as nuclear physics,chemistry,and biology due to its ultra-high resolution and rapid analysis capabilities.However,the analytical performance of MR-TOF-MS largely depends on the ion bunch state entering the mass analyzer.In this study,a rectangular ion trap(RIT)was developed,designed and processed using printed circuit board technology,as an ion accumulating and focusing device for MR-TOF mass analyzer.Compared to traditional ion traps composed of two sets of planar electrodes,this RIT had higher voltage utilization efficiency,resulting in more efficient ion collection and focusing.The ions were cooled to a sufficiently small bunch for precise mass measurement with MR-TOF-MS mass spectrometry in only 1 ms of cooling time in the RIT,then orthogonally ejected to the MR-TOF mass spectrometer for mass analysis.Experimental results indicated that the working cycle,ion flux,and ion focusing state of the RIT fully met the requirements of the MR-TOF mass analyzer.When coupled with the MR-TOF mass analyzer,the RIT enabled MR-TOF-MS to achieve a mass resolution of 1.5×105.

Objective To investigate the role and clinical significance of Calpain activity and 145 kDa cleavage fragments of αⅡ-spec-trin breakdown products(SBDP145)in systemic lupus erythematosus(SLE).Methods 124 patients with confirmed SLE and de-tailed clinical data were collected as the SLE group,and 75 healthy individuals who underwent physical examination during the same period were selected as the control group.Their serum samples were collected,and serum SBDP145 levels and Calpain activity were de-tected by the enzyme-linked immunosorbent assay(ELISA)and substrate-based method,respectively.The Mann-Whitney U test,Spearman rank correlation,univariate and multivariate Logistic regression,and receiver operating characteristic(ROC)curve were used to evaluate the clinical value of Calpain activity and SBDP145 in the diagnosis and assessment of SLE.Results Compared with healthy controls,serum Calpain activity([17.000[8.5000,33.500]RFU vs 7.500[4.000,12.500]RFU)and SBDP145 levels(5.283[3.532,9.463]ng/mL vs 1.472[0.994,2.212]ng/mL)in SLE patients were significantly increased(Z=-9.229,P<0.001;Z=-6.881,P<0.001).Furthermore,the Calpain activity was significantly correlated with SLE disease activity index(SLEDAI-2K)score(r=0.349,P<0.001).Logistic regression analysis showed that the increased Calpain activity and SBDP145 levels were significantly associated with the occurrence of SLE(OR=1.164,95％CI:1.016-1.334,P=0.029;OR=3.822,95％CI:1.928-7.574,P<0.001).The ROC curve analysis showed that the area under the ROC curve(AUCROC)of serum Calpain activity in distin-guishing SLE and healthy controls was 0.762(95％CI:0.697-0.827).When the cut-off value was 13.75 RFU,its sensitivity and speci-ficity were 63.1％and 81.1％,respectively.The AUCROC of serum SBDP145 levels in distinguishing SLE and healthy controls was 0.891(95％CI:0.845-0.936).When the cut-off value was 2.377 ng/mL,its sensitivity and specificity were 88.7％and 80.0％,re-spectively.The AUCROC,sensitivity,and specificity of combining the two with traditional SLE clinical indicators,including complement C3,erythrocyte sedimentation rate,and anti-dsDNA antibodies,in the diagnosis of SLE reached 0.986(95％CI:0.972-1.000),93.3％,and 96.0％,respectively.The Spearman correlation analysis results showed that the organ damage index(SDI)score of SLE patients was positively correlated with serum Calpain activity and SBDP145 levels(r=0.342,P<0.001;r=0.250,P=0.005).Con-clusion The elevated Calpain activity and SBDP145 levels are closely related to the occurrence and development of SLE,suggesting that they may be served as potential biomarkers for the diagnosis and assessment of SLE patients.

Stent entrapment is a rare complication of percutaneous coronary intervention.In recent years,with the development of distal radial artery puncture technology,the rare complications related to distal radial artery have been gradually understood.This article describes a patient who underwent coronary intervention through a distal radial approach,and the stent was dislodged and trapped in the far radial artery.The patient came to our hospital for stent implantation because of acute extensive anterolateral myocardial infarction.During the intervention,the balloon could not be filled when the stent was released from the left anterior descending artery,and the retracting stent could not be used to remove the guide catheter.The stent was dislodged and embedded in the distal vessel.The sheath was inserted through the proximal radial reverse puncture,and the stent was captured with a snare and removed.

ObjectiveThis study leverages structural data from antigen-antibody complexes of the influenza A virus neuraminidase (NA) protein to investigate the spatial recognition relationship between the antigenic epitopes and antibody paratopes. MethodsStructural data on NA protein antigen-antibody complexes were comprehensively collected from the SAbDab database, and processed to obtain the amino acid sequences and spatial distribution information on antigenic epitopes and corresponding antibody paratopes. Statistical analysis was conducted on the antibody sequences, frequency of use of genes, amino acid preferences, and the lengths of complementarity determining regions (CDR). Epitope hotspots for antibody binding were analyzed, and the spatial structural similarity of antibody paratopes was calculated and subjected to clustering, which allowed for a comprehensively exploration of the spatial recognition relationship between antigenic epitopes and antibodies. The specificity of antibodies targeting different antigenic epitope clusters was further validated through bio-layer interferometry (BLI) experiments. ResultsThe collected data revealed that the antigen-antibody complex structure data of influenza A virus NA protein in SAbDab database were mainly from H3N2, H7N9 and H1N1 subtypes. The hotspot regions of antigen epitopes were primarily located around the catalytic active site. The antibodies used for structural analysis were primarily derived from human and murine sources. Among murine antibodies, the most frequently used V-J gene combination was IGHV1-12*01/IGHJ2*01, while for human antibodies, the most common combination was IGHV1-69*01/IGHJ6*01. There were significant differences in the lengths and usage preferences of heavy chain CDR amino acids between antibodies that bind within the catalytic active site and those that bind to regions outside the catalytic active site. The results revealed that structurally similar antibodies could recognize the same epitopes, indicating a specific spatial recognition between antibody and antigen epitopes. Structural overlap in the binding regions was observed for antibodies with similar paratope structures, and the competitive binding of these antibodies to the epitope was confirmed through BLI experiments. ConclusionThe antigen epitopes of NA protein mainly ditributed around the catalytic active site and its surrounding loops. Spatial complementarity and electrostatic interactions play crucial roles in the recognition and binding of antibodies to antigenic epitopes in the catalytic region. There existed a spatial recognition relationship between antigens and antibodies that was independent of the uniqueness of antibody sequences, which means that antibodies with different sequences could potentially form similar local spatial structures and recognize the same epitopes.

Objective To study the epidemiological characteristics of special pathogenic infection in Wenchang area following the super typhoon"Yagi"disaster,and provide basis for the diagnosis,treatment,prevention and control of infectious diseases in disaster-affected areas.Methods Clinical characteristics and pathogenic data of 7 groups of patients infected with 9 species of zoonotic pathogens and opportunistic pathogens were analyzed retrospectively.The 7 groups included:pre-typhoon landfall group(August 6 to September 5,2024),post-typhoon landfall group(September 6 to October 5,2024),and groups in the past years of the same period(A2023,B2022,C2021,D2020,E2019,September 6 to October 5 of each year in 2019-2023).Epidemiological characteristics of patients as well as distribution and resistance of pathogens were compared and analyzed.Results In post-typhoon landfall group,26 patients were infected.The overall infection rate of the post-typhoon landfall group was higher than all groups except B2022 group(all P＜0.05).The infected cases mainly distributed in coastal areas.The main route of infection was outside the hospital(88.5％).Male accounted for 80.8％,agricultural workers accounted for 53.9％,and 69.2％of the cases occurred within 10 days after the typhoon.The major infection sites were multiple site co-infection,bloodstream infection,and soft tissue infection.The main pathogens maintained high sensitivity to commonly used antimicrobial agents.The accuracy of clinical initial empirical antimicrobial use was relatively low(45.5％in post-typhoon landfall group vs 62.8％in the groups of the same period in the past).The clinical cure rate decreased to 76.9％,and mortality increased to 7.7％.The mortality of patients infected with Burkholderia pseudomallei and kidney infected with Leptospira were 25.0％and 50.0％,respectively.Conclusion After ty-phoon disaster,special pathogen infection significantly increases and the prognosis is poor.It is recommended to emphasize blood culture and molecular biology testing to facilitate early diagnosis and precise treatment,optimize prevention and control measures,and enhance the accuracy of clinical empirical medication.

Stent entrapment is a rare complication of percutaneous coronary intervention.In recent years,with the development of distal radial artery puncture technology,the rare complications related to distal radial artery have been gradually understood.This article describes a patient who underwent coronary intervention through a distal radial approach,and the stent was dislodged and trapped in the far radial artery.The patient came to our hospital for stent implantation because of acute extensive anterolateral myocardial infarction.During the intervention,the balloon could not be filled when the stent was released from the left anterior descending artery,and the retracting stent could not be used to remove the guide catheter.The stent was dislodged and embedded in the distal vessel.The sheath was inserted through the proximal radial reverse puncture,and the stent was captured with a snare and removed.

Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.