Objective To assess the accuracy of pN staging prediction in papillary thyroid carcinoma (PTC) using ultrasound radiomics and deep neural networks (DNN). Methods A retrospective analysis was conducted on 375 patients with pathologically confirmed PTC, comprising 261 cases in the training set and 114 in the test set. Staging was categorized as pN0 (no cervical lymph node metastasis), pN1a (central neck lymph node metastasis), and pN1b (lateral neck lymph node metastasis). An ultrasound physician manually segmented the regions of interest (ROIs) for PTC, extracting 1899 radiomic features. Dimensionality reduction was performed using the least absolute shrinkage and selection operator (LASSO) regression. A DNN model for predicting PTC pN staging was developed using the H2O deep learning platform, trained on the training set, and validated on the test set to assess the accuracy of the optimal model. Results A total of 153 patients were in the pN0 stage, 131 patients in the pN1a stage, and 91 patients in the pN1b stage. LASSO regression selected 15 radiomic features for each PTC. The optimal DNN model, constructed using these 15 features, achieved accuracies of 85.82% on the training set and 81.57% on the test set. Conclusion Ultrasound radiomics of PTC demonstrates high accuracy in predicting pN staging and shows potential for automating N staging in patients.

Chuanxiong Rhizoma,the dried rhizome of Ligusticum chuanxiong Hort.(Umbelliferae),has the effects of ac-tivating blood,promoting the circulation of Qi,dispelling pathogenic wind,and relieving pain.Chuanxiong Rhizoma contains phthalides,alkaloids,phenolic acids,and polysaccharides.Pharmacological research indicates that Chuanxiong Rhizoma has various pharmacological activities on the cardiovascular system,nervous system,and respiratory system,which are mainly manifested as anti-cerebral ischemia,anti-thrombosis,analgesia,anti-inflammation,antioxidation,and anti-asthma effects.In this paper,the chemical constituents and pharmacological effects of Chuanxiong Rhizoma are systematically summarized in order to provide references for its clinical application and resource development.

Objective To evaluate the safety and effectiveness of excessive dynamic airway collapse(EDAC)treated by laser.Methods 13 patients with EDAC confirmed by bronchoscopy from January 2018 to August 2022 were selected and divided into a simple EDAC group(6 cases)and an EDAC combined with tracheobronchomalacia(TBM)group(7 cases)based on whether they were combined with TBM.All patients underwent laser tracheobronchoplasty under bronchoscope.Symptoms,airway collapse,oxygenation index,modified version of British Medical Research Council dyspnoea scale(mMRC)and 6 min walking test before and after treatment were compared to evaluate the therapeutic effect.Results 13 patients underwent 17 times of laser tracheobronchoplasty with laser power of 8～15 W,and 4 patients underwent 2 times of laser tracheobronchoplasty.After treatment,the clinical symptoms of cough,sputum,shortness of breath and dyspnea were improved in all patients.1 week post-treatment,the EDAC group showed a significant improvement in airway lumen stenosis,with a significant statistical difference(P<0.05),1 month post-treatment,enhancements were observed in airway stenosis,oxygenation index,FEV1%,6-minute walk test,and mMRC,which remained stable over a 6 month follow-up.In the EDAC + TBM group,significant enhancements in airway stenosis,oxygenation index,and mMRC were noted 1 week post-treatment,with statistical significance(P<0.05).Between 8 d～6 months post-treatment,some patients exhibited a recurrence of airway stenosis,necessitating comprehensive interventions like balloon dilation,cryotherapy,and stent insertion.Local necrosis and granuloma occurred in some patients after laser therapy,and no serious complications associated with laser intervention were found in all patients.Conclusion Laser tracheobronchoplasty is a safe and effective technique for the treatment of EDAC.For patients with EDAC alone,the therapeutic effect is good,but for patients with EDAC combined with TBM,the long-term effect is not good.

Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in tertiary hospitals in major regions of China in 2022.Methods Clinical isolates from 58 hospitals in China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2022 Clinical &Laboratory Standards Institute(CLSI)breakpoints.Results A total of 318 013 clinical isolates were collected from January 1,2022 to December 31,2022,of which 29.5％were gram-positive and 70.5％were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species(excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi)was 28.3％,76.7％and 77.9％,respectively.Overall,94.0％of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 90.8％of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis showed significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 94.2％in the isolates from children and 95.7％in the isolates from adults.The resistance rate to carbapenems was lower than 13.1％in most Enterobacterales species except for Klebsiella,21.7％-23.1％of which were resistant to carbapenems.Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.1％to 13.3％.The prevalence of meropenem-resistant strains decreased from 23.5％in 2019 to 18.0％in 2022 in Pseudomonas aeruginosa,and decreased from 79.0％in 2019 to 72.5％in 2022 in Acinetobacter baumannii.Conclusions The resistance of clinical isolates to the commonly used antimicrobial agents is still increasing in tertiary hospitals.However,the prevalence of important carbapenem-resistant organisms such as carbapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a downward trend in recent years.This finding suggests that the strategy of combining antimicrobial resistance surveillance with multidisciplinary concerted action works well in curbing the spread of resistant bacteria.

Objective:To analyze the clinical effects of intraoperative transesophageal echocardio-graphy(TEE)in different surgical methods for nephrectomy combined with Mayo Ⅲ-Ⅳ inferior vena cave(IVC)tumor thrombectomy.Methods:In the study,28 patients who did surgery of nephrectomy and Mayo Ⅲ-Ⅳ IVC thrombectomys in Peking University Third Hospital from 2022 January to 2024 February were included.Of the 28 patients,16 patients did robotic surgery,2 patients did laparoscopic surgery,and 10 patients did open surgery.All patients'clinical data were collected.Results:Intra-operative TEE was used in 9 robotic surgeries,of which 7 cases showed image changes compared with preoperative image results.Intraoperative TEE indicated that tumor thrombus entered the right atrium in 2 cases,showed that tumor thrombus grade rose from Mayo Ⅲ to Mayo Ⅳ in 2 cases,and indicated that tumor thrombus adhered to IC wall in 3 cases.All of these surgical plans were timely adjusted.Intra-operative TEE was used in 6 cases of open surgery,and 4 cases of them showed Mayo grade changes com-pared with preoperative image results.Intraoperative TEE indicated that tumor thrombus adhered to the IVC wall in 3 cases,and tumor thrombus adhered to the IVC wall with thrombus in one case.The surgi-cal plans were adjusted,and the tumor thrombus was left or segmentally removed.Laparoscopic surgery did not use intraoperative TEE.The effects of intraoperative TEE included:the combination of explora-tion and TEE monitoring was used in open surgery,and tumor thrombus removal process was fully moni-tored by intraoperative TEE in the robotic surgery.Intraoperative TEE real-time monitored circulatory sta-tus and cardiac function changes.Conclusion:In different surgical methods for nephrectomy com-bined with Mayo Ⅲ-Ⅳ tumor thrombectomy,intraoperative TEE can re-determine the tumor thrombus grade and degree of tumor thrombus adhered to IVC,track the tumor thrombus removal process in real-time,and monitor circulatory status and cardiac function changes.Intraoperative TEE plays an important role in different surgical methods,but its clinical application is still insufficient.Intraoperative TEE is recommended to such type of surgeries.

Rehmannia glutinosa,belonging to the genus Rehmannia(family Scrophulariaceae),is a widely used Chinese medical herb that is included in the list of medicine and food homology substances in China.First described in Shennong's Classic of Materia Medica,it has been widely used clinically now.Mainly produced in Henan,Hebei,Shandong and Shanxi,the Rehmannia glutinosa in Huaiqing Prefecture(an ancient administrative district)of Henan is the most authentic,and it is listed as one of the four famous Chinese herbs produced in the Huaiqing area.In recent years,with the comprehensive and in-depth study of Rehmannia glutinosa by scholars at home and abroad,its diverse chemical constituents,extensive pharmacological actions,development and application have attracted much attention.In this paper,the relevant literature on the main chemical constituents and pharmacological activities of Rehmannia glutinosa is reviewed,in order to provide references for related research.

Background/Aims: Low educational attainment is a well-established risk factor for nonalcoholic fatty liver disease (NAFLD) in developed areas. However, the association between educational attainment and the risk of NAFLD is less clear in China. Methods: A cross-sectional study including over 200,000 Chinese adults across mainland China was conducted. Information on education level and lifestyle factors were obtained through standard questionnaires, while NAFLD and advanced fibrosis were diagnosed using validated formulas. Outcomes included the risk of NAFLD in the general population and high probability of fibrosis among patients with NAFLD. Logistic regression analysis was employed to estimate the risk of NAFLD and fibrosis across education levels. A causal mediation model was used to explore the potential mediators. Results: Comparing with those receiving primary school education, the multi-adjusted odds ratios (95% confidence intervals) for NAFLD were 1.28 (1.16 to 1.41) for men and 0.94 (0.89 to 0.99) for women with college education after accounting for body mass index. When considering waist circumference, the odds ratios (95% CIs) were 0.94 (0.86 to 1.04) for men and 0.88 (0.80 to 0.97) for women, respectively. The proportions mediated by general and central obesity were 51.00% and 68.04% for men, while for women the proportions were 48.58% and 32.58%, respectively. Furthermore, NAFLD patients with lower educational attainment showed an incremental increased risk of advanced fibrosis in both genders. Conclusions In China, a low education level was associated with a higher risk of prevalent NAFLD in women, as well as high probability of fibrosis in both genders.

Objective:To investigate the association between metabolically healthy obesity(MHO) and atherosclerosis risk among Chinese community population aged 40 or older.Methods:A total of 9 525 participants without cardiovascular diseases (3 621 men and 5 904 women) from Jiading community in Shanghai were enrolled to complete questionnaires, undergo extensive physical examination including brachial-ankle pulse wave velocity (baPWV) and blood pressure (BP) assessment, and laboratory screening. According to body mass index (BMI) and metabolic status, these participants were categorized into 4 groups including metabolically healthy non-obese (MHNO), metabolically unhealthy non-obese (MUNO), MHO, and metabolically unhealthy obese (MUO). High baPWV was defined as baPWV>1 400 mm/s, and high pulse pressure (PP) was defined as PP above fourth quartile of the population. Multivariate logistic regression model was conducted to explore the relationship between MHO and high baPWV as well as high PP after adjusting for confounders. Results:After multivariable adjustment, such as sex, age, current smoking, current drinking, and education, logistic regression analysis showed that MHO was significantly correlated with high baPWV ( OR=1.18, 95% CI 1.02-1.37) and high PP ( OR=1.72, 95% CI 1.43-2.08) in comparison with MHNO. Otherwise, both MUNO and MUO subjects were at higher risk for suffering from high baPWV (MUNO: OR=3.02, 95% CI 2.60-3.50; MUO: OR=3.26, 95% CI 2.87-3.70) and high PP (MUNO: OR=2.56, 95% CI 2.17-3.02; MUO: OR=3.49, 95% CI 3.01-4.06). Conclusion:On the basis of Chinese community population, there was a pronounced correlation between the MHO phenotype and the increased risk of developing atherosclerosis.

Congenital generalized lipodystrophy type 1 (CGL1) is an autosomal recessive genetic disease caused by mutations in AGPAT2 gene. The main clinical mainifestations include body subcutaneous fat loss, muscle hypertrophy, obvious subcutaneous veins, pseudoacromegaly, hirsutism, and acanthosis nigricans. What′s more, CGL1 is always accompanied by metabolic diseases. Therefore, it is easily misdiagnosed as metabolic syndrome, type 2 diabetes, polycystic ovary syndrome, acromegaly, or Cushing′s syndrome. Meanwhile, it is difficult to distinguish it from partial lipoatrophy syndrome. In this article, we present clinical and molecular characteristics of a patient with CGL1 and review mutations reported in literature to replenish current knowledge about this orphan disease.