The rapid and non-destructive detection of constituent content of fresh tea leaves shows an important reference value for quality identification of tea.Visible near infrared(Vis-NIR)spectroscopy has been used for qualitative and quantitative analysis of chemical components in plant samples with the advantages such as simple,rapid and non-destructive detection.In this study,residual attention convolutional neural network(RACNN)was used to predict the internal constituent content of fresh tea leaves.Firstly,the reflectance spectral data of the samples in the Vis-NIR band range and the constituent contents of gallic acid(GA),gallocatechin(GC),epigallocatechin(EGC),and epigallocatechin gallate(ECG)in fresh tea leaves were collected.Based on the preprocessing of the spectral data,the contents of the four components were predicted using a partial least squares regression(PLSR)model,and the optimal preprocessing was determined.Subsequently,the characteristic bands were extracted using the random forest(RF)algorithm.Finally,the performances of PLSR,convolutional neural network(CNN)and RACNN models were compared.The results showed that for GA,the RACNN model worked best with a validation set coefficient of determination(R2)of 0.946 and a root mean square error of the prediction set(RMSEP)of 1.173;for GC,the RACNN model works best with a validation set R2 of 0.928 and RMSEP of 6.081;for EGC,the RACNN model works best with a validation set R2 of 0.891 and a RMSEP of 15.197;for ECG,the RACNN model worked best with a validation set R2 of 0.878 and a RMSEP of 7.837.The RACNN model established by Vis-NIR spectroscopy combined with chemometrics could realize the accurate detection of the contents of components in fresh tea.

Objective To examine the changing prevalence and antimicrobial resistance profiles of Burkholderia cepacia in 52 hospitals across China from 2015 to 2021.Methods A total of 9 261 strains of B.cepacia were collected from 52 hospitals between January 1,2015 and December 31,2021.Antimicrobial susceptibility of the strains was tested using Kirby-Bauer method or automated antimicrobial susceptibility testing systems according to a unified protocol.The results were interpreted according to the breakpoints released in the Clinical & Laboratory Standards Institute(CLSI)guidelines(2023 edition).Results A total of 9 261 strains of B.cepacia were isolated from all age groups,especially elderly patients.The proportion was 11.1％(1 032 strains)in children,significantly lower than the proportion in adults.About half(46.5％,4 310/9 261)of the strains were isolated from patients at least 60 years old and 42.3％(3 919/9 261)of the strains were isolated from young adults.Most isolates(71.1％)were isolated from sputum and respiratory secretions,followed by urine(10.7％)and blood samples(8.1％).B.cepacia isolates were highly susceptible to the five antimicrobial agents recommended in the CLSI M100 document(33rd edition,2023).B.cepacia isolates showed relatively higher resistance rates to meropenem and levofloxacin.However,the resistance rates to ceftazidime,trimethoprim-sulfamethoxazole,and minocycline remained below 8.1％.The percentage of B.cepacia strains resistant to levofloxacin was the highest compared to other antibiotics in any of the three age groups(from 12.4％in the patients＜18 years old to 20.6％in the patients aged 60 years or older).Conclusions B.cepacia is one of the clinically important non-fermenting gram-negative bacteria.Accurate and timely reporting of antimicrobial susceptibility test results and ongoing antimicrobial resistance surveillance are helpful for rational prescription of antimicrobial agents and proper prevention and control of nosocomial infections.

Objective To summarize the changing prevalence of carbapenem resistance in Enterobacterales based on the data of CHINET Antimicrobial Resistance Surveillance Program from 2015 to 2021 for improving antimicrobial treatment in clinical practice.Methods Antimicrobial susceptibility testing was performed using a commercial automated susceptibility testing system according to the unified CHINET protocol.The results were interpreted according to the breakpoints of the Clinical & Laboratory Standards Institute(CLSI)M100 31st ed in 2021.Results Over the seven-year period(2015-2021),the overall prevalence of carbapenem-resistant Enterobacterales(CRE)was 9.43％(62 342/661 235).The prevalence of CRE strains in Klebsiella pneumoniae,Citrobacter freundii,and Enterobacter cloacae was 22.38％,9.73％,and 8.47％,respectively.The prevalence of CRE strains in Escherichia coli was 1.99％.A few CRE strains were also identified in Salmonella and Shigella.The CRE strains were mainly isolated from respiratory specimens(44.23±2.80)％,followed by blood(20.88±3.40)％and urine(18.40±3.45)％.Intensive care units(ICUs)were the major source of the CRE strains(27.43±5.20)％.CRE strains were resistant to all the β-lactam antibiotics tested and most non-β-lactam antimicrobial agents.The CRE strains were relatively susceptible to tigecycline and polymyxins with low resistance rates.Conclusions The prevalence of CRE strains was increasing from 2015 to 2021.CRE strains were highly resistant to most of the antibacterial drugs used in clinical practice.Clinicians should prescribe antimicrobial agents rationally.Hospitals should strengthen antibiotic stewardship in key clinical settings such as ICUs,and take effective infection control measures to curb CRE outbreak and epidemic in hospitals.

Objective To characterize the changing species distribution and antibiotic resistance profiles of respiratory isolates in hospitals participating in the CHINET Antimicrobial Resistance Surveillance Program from 2015 to 2021.Methods Commercial automated antimicrobial susceptibility testing systems and disk diffusion method were used to test the susceptibility of respiratory bacterial isolates to antimicrobial agents following the standardized technical protocol established by the CHINET program.Results A total of 589 746 respiratory isolates were collected from 2015 to 2021.Overall,82.6％of the isolates were Gram-negative bacteria and 17.4％were Gram-positive bacteria.The bacterial isolates from outpatients and inpatients accounted for(6.0±0.9)％and(94.0±0.1)％,respectively.The top microorganisms were Klebsiella spp.,Acinetobacter spp.,Pseudomonas aeruginosa,Staphylococcus aureus,Haemophilus spp.,Stenotrophomonas maltophilia,Escherichia coli,and Streptococcus pneumoniae.Each microorganism was isolated from significantly more males than from females(P＜0.05).The overall prevalence of methicillin-resistant S.aureus(MRSA)was 39.9％.The prevalence of penicillin-resistant S.pneumoniae was 1.4％.The prevalence of extended-spectrum β-lactamase(ESBL)-producing E.coli and K.pneumoniae was 67.8％and 41.3％,respectively.The overall prevalence of carbapenem-resistant E.coli,K.pneumoniae,Enterobacter cloacae,Pseudomonas aeruginosa,and Acinetobacter baumannii was 3.7％,20.8％,9.4％,29.8％,and 73.3％,respectively.The prevalence of β-lactamase was 96.1％in Moraxella catarrhalis and 60.0％in Haemophilus influenzae.The H.influenzae isolates from children(＜18 years)showed significantly higher resistance rates to β-lactam antibiotics than the isolates from adults(P＜0.05).Conclusions Gram-negative bacteria are still predominant in respiratory isolates associated with serious antibiotic resistance.Antimicrobial resistance surveillance should be strengthened in clinical practice to support accurate etiological diagnosis and appropriate antimicrobial therapy based on antimicrobial susceptibility testing results.

Objective:To investigate the incidence of shoulder work-related musculoskeletal disorders (WMSDs) among occupational population in China, and to explore their intrinsic association with personal and work-related factors.Methods:In April 2024, 73497 valid questionnaires of the Chinese version of the Musculoskeletal Disorders Electronic Questionnaire were retrospectively analyzed from June 2018 to December 2023 in 22 provinces and 29 key industries in China, and the general information, occurrence of WMSDs and related risk factors of key occupational populations in different regions in China were collected. By using Chi-square test and confirmatory factor analysis, the relationship between shoulder fatigue and pain in key occupational groups and individual factors, work type, work posture and work organization was discussed, and the internal relationship was analyzed based on structural equation model.Results:Higher incidence of shoulder fatigue and pain were associated with female, lack of physical exercise, uncomfortable working posture and neck leaning forward ( P<0.05). Structural equation model analysis showed that work type, work posture and work organization were strongly correlated ( r=0.58, 0.55). Work organization and work type were strongly correlated with shoulder fatigue ( r=0.65) and moderately correlated with shoulder fatigue ( r=0.21). Shoulder fatigue was moderately associated with shoulder pain ( r=0.40). Individual factors, work type, work posture and shoulder fatigue could directly affect shoulder pain ( OR=0.07, -0.09, 0.17 and 0.40), and work type and work posture could also indirectly affect shoulder pain through shoulder fatigue ( OR=0.08, 0.03). Work organization only indirectly affected shoulder pain through shoulder fatigue ( OR=0.26) . Conclusion:The main influencing factor of shoulder pain is shoulder fatigue, followed by work posture and individual factors. Structural equation model can better reflect the complex relationship between work type, work posture and work organization and shoulder WMSDs. Improving work posture and work organization may be an effective way to control the influence of shoulder fatigue on shoulder pain.

Objective:To explore the structural equation model to explore the levels of work-related musculoskeletal disorders (WMSDs) and various risk factors in the feet and ankle of China's occupational population, providing scientific basis for for preventing WMSDs in feet and ankles.Methods:Data of 73497 national occupational epidemiological cases were selected from June 2018 to December 2023 used the Chinese version of the Electronic Questionnaire on Musculoskeletal Disorders. The adverse ergonomic factors and their source classification standard and confirmatory factor analysis were used to investigate foot and ankle WMSDs and their related risk factors (including individual factors, work organization, work posture, work type, fatigue, etc.) in key occupational groups in China, and structural equation model hypothesis, fitting, verification, and path and intermediary effect analysis were carried out. The model fit evaluation indexes included Chi-square specific degrees of freedom ( χ2/ df), gauge fit index (NFI), Tucker Lewis index (TLI), goodness of Fit index (GFI), adjusted Goodness of Fit index (AGFI) and approximate root mean square error (RMSEA) . Results:A total of 73497 occupational workers were surveyed, with local muscle fatigue and WMSDs incidence rates in the feet and ankles being 17.17% and 12.06%, respectively. The fitting index of the adjusted structural equation model basically meets the standard (GFI=1, AGFI=1, RMESA=0.042, NFI=0.716, TLI=0.663). The top three factors affecting feet and ankle WMSDs are feet and ankle muscle fatigue, work type, and work organization, with standardized path coefficients of 0.221, 0.105, and 0.095, respectively. The top two factors affecting feet and ankle muscle fatigue are work organization and work type, with standardized path coefficients of 0.548 and 0.383, respectively. Feet and ankle muscle fatigue, work type, work organization, and work posture have a direct effect on feet and ankle WMSDs, with effect values of 0.221, 0.105, 0.095, and 0.077, respectively. The organization and type of work can also have indirect effects through feet and ankle muscle fatigue, with effect values of 0.121 and 0.084, respectively.Conclusion:Feet and ankle muscle fatigue has a direct impact on WMSDs, and plays a mediating role between ankle and ankle WMSDs caused by work organization and work type. Feet and ankle muscle fatigue is an important pathway leading to feet and ankle WMSDs. It is recommended that employers and managers detect job fatigue early and take corresponding prevention and intervention measures, which can play a key role in preventing feet and ankle WMSDs.

Objective:To explore the structural relationship between WMSDs in the upper limbs and various risk factors in the occupational population in China, based on a large sample epidemiological survey and structural equation analysis, and to establish a structural equation model, so as to lay a foundation for the prevention and control of such diseases.Methods:The Chinese version of the Musculoskeletal Disorders Electronic Questionnaire was used to conduct a nationwide survey on the prevalence of WMSDs in the upper extremity. Six factors related to WMSDs in the upper extremity were extracted by the classification standard of adverse ergonomic factors and their source and confirmatory factor analysis, including work organization, work type, upper extremity work posture, individual factors, upper extremity fatigue and upper extremity WMSDs. The structural equation analysis was carried out and the structural equation model was established.Results:The incidence of WMSDs and fatigue in the upper limbs was 24.44% and 43.76%, respectively. The adjusted structural equation model fitting indicators were generally up to the standard (GFI=1.000, AGFI=1.000, RMSEA=0.043, NFI=0.808, TLI=0.784) . The four exogenous latent variables of work organization, work type, upper limb work posture and individual factors were correlated. There was a strong positive correlation between job type and upper limb work posture ( r=0.865) , a moderate positive correlation between work organization and job type and upper limb work posture ( r=0.570, 0.490) , and a weak negative correlation between individual factors and the other three exogenous latent variables. Upper limb work posture and individual factors had direct effects on upper limb WMSDs, and the effect coefficients were 0.10 and 0.06, respectively. Upper limb fatigue played a mediating role between work organization, work type, upper limb work posture and upper limb WMSDs. The effect coefficient was 0.46, and the composition ratios of indirect effects were 100.0%, 100.0%, and 38.3%, respectively. The direct path effect of upper limb work posture, individual factors and upper limb WMSDs was weaker than the mediating path through upper limb fatigue. Conclusion:When carrying out the prevention and control of upper limbWMSDs, it is necessary to comprehensively consider the pathogenesis path of upper limb muscle fatigue and upper limb WMSDs caused by work organization, work type, and upper limb work posture, so as to provide theoretical reference for improving the prevention and control level of such diseases.

Objective:To compare the efficacy of whole-process visualization system-assisted pedicle screw internal fixation and free-hand pedicle screw internal fixation in the treatment of thoracolumbar burst fracture (TLBF) without neurologic symptoms.Methods:A retrospective cohort study was conducted to analyze the clinical data of 64 patients with TLBF without neurologic symptoms admitted to Zhengzhou Orthopedic Hospital from December 2020 to October 2022, including 41 males and 23 females, aged 23-52 years [(42.1±6.6)years]. The injured vertebrae involved T 11 in 26 patients, T 12 in 17, L 1 in 12, and L 2 in 9. The Wiltse approach was used in all the patients, 31 of whom were treated with pedicle screw internal fixation assisted by the whole-process visualization system (visualization system-assisted screw placement group) and 33 of whom were treated with free-hand pedicle screw internal fixation (free-hand screw placement group). The two groups were compared in terms of operation time, single screw placement time, intraoperative blood loss, intraoperative total radiation dose and total length of hospital stay. The accuracy of pedicle screw placement and penetration rate of the pedicle cortex were evaluated in the two groups. The Cobb angle and lumbar visual analogue scale (VAS) before surgery, at 1 week, 3 months after surgery and at the last follow-up were compared between the two groups. The incidence of postoperative complications was also investigated. Results:All the patients were followed up for 10-33 months [(17.5±4.8)months]. The operation time was (106.9±11.8)minutes in the visualization system-assisted screw placement group, shorter than (121.3±11.4)minutes in the free-hand screw placement group ( P<0.01). The single screw placement time was (9.1±1.0)minutes in the visualization system-assisted screw placement group, shorter than (11.7±1.5)minutes in the free-hand screw placement group ( P<0.01). The total radiation dose was (10.4±2.4)mGy in the visualization system-assisted screw placement group, lower than (51.8±7.2)mGy in the screw placement group ( P<0.01). There was no significant difference in intraoperative blood loss or total length of hospital stay between the two groups ( P>0.05). The accuracy of pedicle screw placement was 96.6% (197/204) in the visualization system-assisted screw placement group, significantly higher than 89.3% (191/214) in the free-hand screw placement group ( P<0.01). Both groups showed significant improvements in Cobb angle and VAS scores at 1 week, 3 months after surgery, and at the last follow-up ( P<0.05). There were no significant differences in Cobb angle or VAS scores between the two groups at each time point ( P>0.05). In the visualization system-assisted screw placement group, one patient had incision infection at 4 days after operation, which was cured with antibiotics. One patient in the free-hand screw placement group developed the symptoms of nerve root irritation at 2 days after surgery, which disappeared at 7 days after revision. There was no significant difference in the incidence of complications between the two groups ( P>0.05). During the follow-up, no patients had broken screws, loosening of internal fixation, or loss of correction in either group. Conclusions:Compared with free-hand pedicle screw internal fixation, the whole-process visualization system-assisted pedicle screw internal fixation in the treatment of TLBF without neurologic symptoms can shorten the time of operation and screw placement, reduce the radiation dose, and improve the accuracy of pedicle screw placement, suggesting that it is a safer and more effective auxiliary method for pedicle screw placement.

Spine fracture and dislocation are common traumatic spinal conditions that often require surgical intervention due to compromised spinal stability. Surgical approaches include anterior, posterior, and combined anterior-posterior spinal procedures. According to the specific surgical requirements, patients may be placed in the prone position or repositioned between prone and supine positions during surgery. Intraoperative repositioning has become an essential step in patient positioning. However, during repositioning, patients with spinal fracture and dislocation are at increased risk for complications such as hemodynamic instability, nerve injury, and pressure injuries to the skin and soft tissue. Notably, due to the instability of the spinal cord, even minor manipulations can further exacerbate the damage, potentially leading to severe outcomes like paraplegia. Although the current clinical guidelines provide instructive recommendations for standard position, there remains no specific protocols for intraoperative repositioning in patients with spine fracture and dislocation. With a concern for the lack of clinical studies on positioning techniques, risk prevention, and operational norms for special patients, no applicable guidelines or standards are available. A consensus was required to provide clinical reference, meet the requirements of surgical treatment, and minimize the safety risks of patients caused by improper placement of positions. Professional Committee of Operating Room Nursing of Shaanxi Nursing Association organized experts in nursing management and operating room nursing from major hospitals across China to formulate Expert consensus on intraoperative repositioning for patients with spinal fracture and dislocation ( version 2025). The consensus provides 11 recommendations covering pre-repositioning preparation, intraoperative maneuvers, and post-repositioning observation, aiming to provide references for clinical standardization of the intraoperative repositioning process and protection of patients′ safety.

Objective:To compare the efficacy of three-dimensional visualization-assisted intermuscular versus conventional intermuscular cervical expansive open-door laminoplasty (CEOL) in the treatment of cervical spinal cord injury without fracture or dislocation (CSCIWFD).Methods:A retrospective cohort study was conducted to analyze the clinical data of 58 patients with CSCIWFD admitted to Zhengzhou Orthopedic Hospital from October 2021 to January 2024, including 39 males and 19 females, aged 36-77 years [(52.9±8.9)years]. Among them, 26 patients were treated with three-dimensional visualization-assisted intermuscular CEOL (three-dimensional visualization group), while 32 patients were treated with conventional intermuscular CEOL (conventional intermuscular group). All patients were treated with CEOL in 4 segments (C 3-C 6), comprising 104 surgical segments in the three-dimensional visualization group and 128 in the conventional intermuscular group. The following outcomes were compared between the two groups, including the operative duration, intraoperative blood loss, accuracy rate of open-door and hinge placement at the surgical levels, visual analogue scale (VAS) of the neck and shoulder and Japanese Orthopedic Association (JOA) score preoperatively, at 1 week, 1 month, 3 months, 6 months postoperatively and at the last follow-up, American Spinal Injury Association (ASIA) impairment scale preoperatively and at the last follow-up, and postoperative complication rate. Results:All patients were followed up for 12-24 months [(17.5±3.1)months]. The operative duration and intraoperative blood loss were (117.0±12.3)minutes and (151.3±30.9)ml in the three-dimensional visualization group, which were shorter or less than (131.9±15.0)minutes and (184.7±42.9)ml in the conventional intermuscular group ( P<0.01). The accuracy rate of open-door and hinge placement at the surgical levels was 94.2% (98/104) in the three-dimensional visualization group, significantly higher than 83.6% (107/128) in the conventional intermuscular group ( P<0.05). The VAS scores of the neck and shoulder preoperatively, at 1 week, 1 month, 3 months, 6 months postoperatively, and at the last follow-up were 6.0(5.0, 7.0)points, 3.5(3.0, 4.0)points, 3.0(2.0, 3.0)points, 2.0(1.0, 3.0)points, 2.0(1.0, 2.3)points, and 2.0(1.0, 2.0)points in the three-dimensional visualization group, which were not statistically different from 5.0(4.3, 6.8)points, 4.0(3.0, 4.0)points, 3.0(2.0, 3.0)points, 2.0(1.3, 2.0)points, 2.0(1.0, 2.8)points, and 2.0(1.0, 2.0)points in the conventional intermuscular group ( P>0.05). The VAS scores of the neck and shoulder in the two groups were significantly decreased at 1 week, 1 month and 3 months postoperatively from the preoperative values ( P<0.05), while they were stabilized at 6 months postoperatively and at the last follow-up compared with those at 3 months postoperatively, with no significant difference among them ( P>0.05). The JOA scores were (8.1±2.8)points, (10.0±2.6)points, (10.5±2.6)points, (11.6±2.3)points, (12.7±2.3)points, and (13.7±2.4)points in the three-dimensional visualization group, which were not statistically different from (8.8±2.2)points, (10.3±2.1)points, (10.8±2.0)points, (12.0±2.0)points, (12.9±2.0)points, and (13.8±2.1)points in the conventional intermuscular group ( P>0.05). The JOA scores of the two groups showed continuous improvement at 1 week, 1 month, 3 months, 6 months postoperatively and at the last follow-up in comparison with the preoperatively values ( P<0.05). Although no significant difference was observed between the two groups in ASIA grade preoperatively and at the last follow-up ( P>0.05), the ASIA grade at the last follow-up was significantly improved compared with that before surgery in both groups ( P<0.05). The postoperative complication rate was 12% (3/26) in the three-dimensional visualization group, significantly lower than 38% (12/32) in the conventional intermuscular group ( P<0.05). Conclusion:Compared with the conventional intermuscular approach, the three-dimensional visualization-assisted intermuscular CEOL offers advantages in reducing surgical trauma, improving surgical precision, and lowering the postoperative complication rate in the treatment of CSCIWFD.