BACKGROUND: The protective effectiveness of an N95 respirator depends on the filtration efficiency of the material from which the N95 respirator is made of, as well as the wearers' facial fit. The facial fit of an N95 respirator mainly depends on the degree of matching between the wearers' facial dimension characteristics and the N95 respirator. Quantitative fit testing objectively evaluates the fit of N95 respirators; however, it is not easy to promote because of the limitations of testing conditions. The aim of this study is to establish a fit prediction model of N95 respirator based on facial images. METHODS: Facial images and fit factor (FF) value of 5 N95 respirators were gathered from 299 medical staffs in 10 hospitals in Beijing. Face geometry measurement was based on 3D face modelling, and the American TSI-8038 Porta Count Pro+ was used to conduct quantitative fit test. Multiple linear regression analysis was employed to identify facial dimensional features that significantly influenced the fit of N95 respirators. Through matching training of facial image and FF values, a fit prediction model has been established, enabling rapid recommendation of N95 respirators meeting the fit standard via facial image recognition. RESULTS: A fit prediction model for N95 respirators based on facial images has been developed, which enables the rapid recommendation of N95 respirators with acceptable FF value for healthcare personnel. The model demonstrated an accuracy of 55.93%, a precision of 98.43%, a recall of 51.65%, and an F1 score of 0.68. CONCLUSIONS It is feasible to utilize computer-based facial recognition technology to rapidly recommend N95 respirators for medical personnel. Given the high level of accuracy achieved, the model demonstrates significant potential for practical application.
Humans ; Face/anatomy & histology* ; N95 Respirators/standards* ; Male ; Adult ; Female ; Middle Aged ; Beijing

Objective: To investigate the efficacy and safety of intelligent temperature-pressure-controlled flexible ureteroscopy combined with negative-pressure suction sheath lithotripsy in the treatment of upper urinary tract stones ≤2.5 cm. Methods: The clinical data of 225 patients with ≤2.5 cm upper urinary tract stones treated with this surgical method in our department during Aug. 2023 and Jul. 2024 were retrospectively analyzed. The patients were divided into the dual-control group (n=36) and conventional group (n=189) according to whether or not the intelligent temperature and pressure control device was used during operation. In the dual-control group，the intraoperative temperature and pressure in the renal pelvis were monitored and controlled in real time by the temperature and pressure sensors distributed at the end of the ureteral soft lens. The perioperative parameters，stone-removal rate，complication rate and renal function were compared between the two groups. Results: All operations were successfully completed in both groups. The postoperative procalcitonin (PCT) level [(22.75±5.85) ng/L vs. (29.08±6.60) ng/L，P=0.001]，difference in the white blood cell (WBC) level [(0.24±2.12)×10 cells/L vs. (1.19±2.17)×10 cells/L，P=0.016]，incidence of fever (2.8% vs. 16.9%，P=0.028) and overall complication rate (5.6% vs. 19.6%，P=0.042) were significantly lower in the dual-control group than in the conventional group，while the stone-clearance rate was slightly higher (88.9% vs. 82.5%，P=0.346)，with no significant difference. Conclusion: For upper urinary tract stones ≤2.5 cm，intelligent temperature-pressure-controlled ureteroscopy combined with negative-pressure suction sheath lithotripsy has a satisfactory stone-removal rate and a low rate of complications，which is worthy of clinical promotion.

OBJECTIVE To compare the efficacy of ceftazidime and avibactam （CZA） monotherapy and combination therapy in the treatment of carbapenem-resistant Gram-negative bacteria （CRGNB） infections， and analyze the influencing factors. METHODS The data of patients with CRGNB infection who received CZA treatment from January 2020 to March 2025 were collected retrospectively. The patients were divided into the CZA monotherapy group （52 cases） and the CZA combination therapy group （85 cases） according to treatment regimen. The therapeutic effects of the two groups were compared， and the drug susceptibility results of isolated strains were recorded. The multivariate Logistic regression model was used to analyze the factors influencing clinical efficacy of CRGNB patients. RESULTS The bacterial clearance rate of patients was significantly higher in the CZA combination therapy group than in the CZA monotherapy group （P＝0.012）. However， when comparing the 30-day mortality rate and the clinical response rate between the two groups， no statistically significant differences were observed （P＞0.05）. Among the isolates， carbapenem-resistant Klebsiella pneumoniae had the highest sensitivity to tigecycline （87.3%） and carbapenem-resistant Pseudomonas aeruginosa showed 90.9% sensitivity to amikacin. Five isolates were resistant to CZA. The multivariate Logistic regression showed， lung infection， receiving continuous renal replacement therapy （CRRT）， and inadequate treatment courses were significantly correlated with clinical treatment failure （P＜0.05）. CONCLUSIONS For CRGNB infection， the clinical efficacy of CZA combination therapy is similar to that of monotherapy， but the combination therapy has a higher bacterial clearance rate. Lung infections， receiving CRRT and inadequate treatment courses （No. are independent risk factors for clinical treatment failure.

Perioperative neurocognitive disorders(PND)are common perioperative diseases,which bring heavy burden to patients and society.Due to complex pathogenesis of PND and the lack of relia-ble diagnosis and intervention means,and electroencephalography(EEG)and magnetic resonance imaging(MRI)have the advantage of providing objective indicators,so their application in the study of PND has gradually become a hot topic.In this review,the intraoperative processed EEG indices,EEG spectral analy-sis,EEG functional connectivity analysis,EEG nonlinear dynamics analysis,and perioperative MRI analysis in patients with PND are reviewed,aiming to explore the clinical value of EEG and MRI in predic-ting and diagnosing PND.

【Objective】 To explore the diagnosis, treatment, prognosis and long-term follow-up of urogenital solitary fibrous tumor (SFT) and to differentiate the characteristics between benign and malignant SFT. 【Methods】 Clinical data of 20 patients with urogenital SFT treated in our hospital during Jan.2004 and Aug.2021 were respectively analyzed, including the general characteristics, clinical symptoms, imaging results, treatment methods, pathological results, and long-term follow-up results. 【Results】 Of the 20 cases, 9 cases had tumor in kidney, 7 in pelvic cavity, 3 in bladder and 1 in prostate.Six patients showed non-specific clinical symptoms, including lower extremity weakness, urodynia, dysuria, frequent urination with changes in stool habits, low back pain, and abdominal wall mass with abdominal pain, and the other 14 cases were asymptomatic.The median diameter of SFT was 5.2 cm (range:1.7-15.0 cm).All patients received surgical treatment, including robotic-assisted surgery in 8 cases, open surgery in 5 cases, laparoscopic surgery in 5 cases, and transurethral resection of tumor in 2 cases.CT plain scan showed high, low and mixed density soft tissue masses, and enhanced CT showed enhanced results.Pathology results revealed frequent nuclear divisions, morphological variations and necrosis in malignant SFT, which had higher expression of Ki-67 than benign SFT.The results of the modified Demicco prognostic risk stratification model showed that all malignant SFT cases were at intermediate risk. The DFS of the SFT radical tumor resection group was slightly longer than that of the simple tumor resection group but the difference was not statistically significant (P=0.203). 【Conclusion】 Markers such as CD34, Bcl2, STAT6 and CD99 are used to diagnose SFT, while Ki-67 and tumor necrosis are used to differentiate benign and malignant SFT.The modified Demicco prognostic risk stratification model plays an important role in predicting the prognosis of SFT.Surgical resection is the most common treatment with excellent prognosis.In addition, benign SFT has much better prognosis than malignant case.

Objective:To understand the relationship between unhealthy lifestyle and hyperuricemia, as well as the modification effects of hypertension and dyslipidemia in occupational population and provide a theoretical basis for the prevention of hyperuricemia.Methods:A cross-sectional survey design was adopted, based on baseline data from the Southwest Occupational Population Cohort from China Railway Chengdu Group Co., Ltd., which included the population in 28 prefectures from Sichuan Province and Guizhou Province, and 33 districts (counties) from Chongqing Municipality between October and December 2021. This study collected the information about the demographics characteristics, lifestyles, and prevalence of chronic non-communicable diseases of the study subjects through questionnaire, physical measurement and laboratory biochemical test. The unhealthy lifestyle score was scored based on smoking, alcohol consumption, dietary patterns, physical activity, and low weight or overweight, with higher scores being associated with more unhealthy lifestyles. The multivariate logistic regression model was used to analyze the relationship between unhealthy lifestyle score, smoking, alcohol consumption, other factors and hyperuricemia, and the stratified analysis was used to explore the modification effect of hypertension and other diseases on the relationship between unhealthy lifestyle and hyperuricemia.Results:A total of 11 748 participants were included in this study, the prevalence of hyperuricemia was 34.4%. Multivariate logistic regression model showed that current/previous smoking, current/previous alcohol consumption and BMI abnormality were risk factors for hyperuricemia, and the unhealthy lifestyle score showed a "cumulative" effect on the risk for hyperuricemia, with higher score increasing the risk of hyperuricemia, and the OR increased from 1.64 (95% CI: 1.34-2.00) to 2.89 (95% CI: 2.39-3.50). Stratified analysis showed that unhealthy lifestyles had a greater impact on the risk for hyperuricemia in people with hypertension and dyslipidemia. Conclusions:The coexistence of multiple unhealthy lifestyles might increase the risk of hyperuricemia, and this effect was stronger in participants with hypertension and dyslipidemia. Timely correction of unhealthy lifestyles, and control of hypertension and dyslipidemia might reduce the risk for hyperuricemia.

Interarterial subtype of coronary artery with anomalous aortic origin is a rare and congenital cardiovascular malformation,manifested by chest pain and syncope after exertion or activity,which can lead to decreased cardiac contractility,myocardial infarction,and even sudden death.Here we report a case of an adolescent patient,who presented with chest pain during activity accompanied by syncope and lost consciousness.Initially diagnosed with acute myocardial infarction,the patient was subsequently diagnosed as interarterial subtype of a coronary artery originating from anomalous aorta after echocardiography,coronary angiography,coronary CT angiography examinations.After anomalous coronary artery correction and coronary angioplasty,the paitent recovered well.

Objective:To explore the correlation between transcranial sonography (TCS) combined with serum homocysteine (Hcy), blood glucose, blood lipids, the cognitive status of Parkinson′s disease (PD) patients, and to analyze the clinical application value of these parameters in assessing the cognitive status of PD patients.Methods:A total of 152 PD patients admitted to the Second Affiliated Hospital of Soochow University from January 2020 to June 2023 were retrospectively collected as the PD group, and 101 healthy examinees matched for age and gender during the same period were selected as control group. Clinical data [age, gender, duration of illness, Montreal Cognitive Assessment (MoCA) score, Mini-Mental State Examination (MMSE) score, Unified Parkinson′s Disease Rating Scale Part Ⅲ (UPDRS-Ⅲ) score, Hoehn-Yahr (H-Y) stage, etc.], serum tests (Hcy, blood glucose, total cholesterol, triglycerides, low-density lipoprotein, high-density lipoprotein concentration), and TCS examination results (third ventricular width, midbrain area, peak systolic velocity of bilateral middle cerebral arteries, bilateral middle cerebral artery resistance index, bilateral substantia nigra hyperechoic area) were collected. The two groups were divided into pure PD group and PD group with elevated Hcy, pure control group and control group with elevated Hcy, based on an Hcy concentration threshold of ≥15 μmol/L. The differences in the above parameters among the four groups were compared. The correlation between Hcy and cognitive status (MoCA score, MMSE score) of PD patients and the above parameters were analyzed.Results:The MoCA score and MMSE score of the PD group with elevated Hcy were lower than those of the pure PD group, and the UPDRS-Ⅲ score and H-Y stage were higher than those of the pure PD group (all P<0.001). The order of Hcy concentration from high to low was PD group with elevated Hcy, pure Hcy elevation group, pure PD group, and pure control group. The differences in serum data and TCS data among the four groups were statistically significant (all P<0.001). Spearman correlation analysis showed: ①In the PD group, the concentration of Hcy was positively correlated with glucose concentration, H-Y stage, low-density lipoprotein concentration, right middle cerebral artery resistance index, UPDRS-Ⅲ score, total cholesterol concentration, triglyceride concentration, left middle cerebral artery resistance index, third ventricular width, and age ( rs=0.422, 0.350, 0.348, 0.334, 0.325, 0.300, 0.293, 0.283, 0.221, 0.164, all P<0.05); Hcy concentration was negatively correlated with midbrain area, MMSE score, MoCA score, peak systolic velocity of right middle cerebral artery, peak systolic velocity of left middle cerebral artery, and high-density lipoprotein concentration ( rs=-0.328, -0.282, -0.245, -0.229, -0.224, -0.192, all P<0.05). ②Clinical data, serum data, and TCS data of PD patients were all correlated with MoCA score and MMSE score, with midbrain area showing the largest positive correlation ( rs=0.524, 0.516; both P<0.05) and H-Y stage showing the largest negative correlation( rs=-0.490, -0.468; both P<0.05). Conclusions:PD patients with elevated Hcy have lower cognitive scores than pure PD patients. The correlation between Hcy concentration and blood glucose concentration is the highest in PD patients, followed by H-Y stage. The cognitive scores of PD patients are most correlated with midbrain area and unrelated to substantia nigra hyperechoic area. Lowering serum Hcy concentration in PD patients may be one of the ways to delay cognitive impairment.

Objective:To explore the effectiveness and safety of percutaneous radiofrequency ablation for renal tumors, guided by both ultrasound and CT, under local anesthesia.Methods:A retrospective analysis was conducted on the clinical data of 40 patients with renal tumors admitted to Nanjing Drum Tower Hospital between January 2018 and December 2022. This treatment involved ultrasound/CT dual-guided radiofrequency ablation under local anesthesia. The cohort included 33 males and 7 females, with an average age of (61.5±11.9) years old and a body mass index (BMI) of (24.79±3.37) kg/m 2. The tumors were located in the left kidney in 20 cases and the right kidney in 16 cases, with 4 cases involving bilateral renal tumors. There were 44 tumors in 40 patients, with the maximum tumor diameter ranging from 1.0 to 4.0 cm [mean (2.3 ± 0.7) cm]. Distribution by kidney pole was as follows: 15 cases at the upper pole, 21 at the middle pole, and 8 at the lower pole. Of the tumors, 23 were exophytic, 5 were endophytic, and 16 exhibited mixed features. There were 2 patients with multiple metastases before surgery(including 1 patient with bilateral renal tumor). Preoperative serum creatinine level was 68.0(56.5, 87.5)μmol/L, and the estimated glomerular filtration rate (eGFR) was 114.2 (79.6, 132.4) ml/(min·1.73 m 2). All patients underwent renal biopsy before or during radiofrequency ablation. Percutaneous radiofrequency ablation surgery was performed using ultrasound and CT dual guidance on all patients, ensuring complete tumor destruction during the procedure as confirmed by dual positioning. Patients with bilateral tumors underwent two separate surgeries, spaced one month apart. Postoperatively, closely monitor the patient's vital signs and conduct long-term follow-ups to record any recurrence and metastasis. Results:In this series, all 40 procedures (involving 44 renal units) were successfully completed under local anesthesia without any need for blood transfusion, conversion to open surgery, or perioperative deaths. The average radiofrequency ablation time was (9.5 ± 3.6) min. Tumor characteristics included predominantly exophytic growths (23 cases, 52.3%), with 31 cases (70.5%) located more than 7 mm from the collecting system and 28 cases (63.6%) positioned posteriorly. Thirteen cases (29.5%) were entirely outside the polar line. The average R. E.N.A.L. nephrometry score was 6.1±0.2. Pathological examination revealed 34 cases of clear cell carcinoma, 2 of papillary renal cell carcinoma, 4 of unclassified renal cell carcinoma, and 4 benign renal tumors. In this cohort, two patients with bilateral renal tumors exhibited benign tumors on one side, while two other patients had malignant tumors in both kidneys. All 40 malignant tumors identified in 38 cases were classified at stage cT 1a.Postoperative serum creatinine level was 71.5 (59.0, 94.3) μmol/L, showing no statistically significant change from preoperative levels ( P > 0.05). Similarly, the eGFR post-operation was 107.4 (79.7, 132.2) ml/(min·1.73 m 2), which also did not differ significantly from preoperative values ( P > 0.05). There were no postoperative complications of Clavien-Dindo grade ≥Ⅱ, except for one case of severe pain (score 7-10). The follow-up period ranged from 15 to 70 months. Among the 38 cases, 36 patients did not have distant metastasis before surgery. There were 2 patients (5.5%) with local recurrence within 60 months after surgery. Among them, one case relapsed 6 months after radiofrequency ablation and was treated with partial nephrectomy. The patient was followed up for 60 months after the second treatment, and no local recurrence occurred. Another patient relapsed 41 months after surgery and was treated with radiofrequency ablation again. The patient was followed up for 12 months after the second treatment, and no local recurrence occurred. Two patients with distant metastasis before surgery were treated with targeted therapy plus immunotherapy for 12 months after surgery. One case had local recurrence 8 months after surgery and was treated with partial nephrectomy. The patient was followed up for 60 months after partial nephrectomy and no local recurrence occurred. Another patient with bilateral renal tumors developed left kidney recurrence 34 months after radiofrequency ablation, and underwent left partial nephrectomy. The right kidney recurred 42 months after radiofrequency ablation and underwent radiofrequency ablation again. After the second right renal radiofrequency ablation, no local recurrence occurred during 12 months of follow-up. Conclusions:Ultrasound/CT dual-guided percutaneous radiofrequency ablation, performed under local anesthesia for treating renal tumors, has minimal impact on the patient's renal function. The procedure boasts a low complication rate, with no postoperative severe complications. Additionally, the postoperative tumor control is effective, making it a safe and minimally invasive surgical option.

Objective:To analyze the current status of internet-based patient education materials related to labor analgesia in China.Methods:Labor analgesia-related materials were retrieved and screened according to the search habits of Chinese search engine users. The coverage and accuracy of the content were evaluated by 3 anesthesiologists. The Chinese version of the Patient Education Materials Assessment Tool for Print Materials was used to subjectively assess comprehensibility and operability from a medical text perspective. The consistency of the evaluation results of the three anesthesiologists was analyzed using the intraclass correlation coefficient method. A machine learning method combined with ChatGPT-4.0 was employed to establish a Chinese readability classification model to objectively evaluate the readability difficulty of the included materials from a Chinese text perspective.Results:A total of 97 web pages were retrieved, with 21 valid materials included in the study. The coverage rate of contraindications for labor analgesia was only 62% (13/21), and the accuracy rate of materials exceeding 90% was 71% (15/21). Internet-based materials that were easy to understand accounted for 81% (17/21), while the constituent ratio of internet-based materials with instructional significance were only 5% (1/21). The intraclass correlation coefficient values of consistency evaluation for coverage rate, accuracy rate, and comprehensibility and operability were 0.975, 0.833, 0.758, and 0.773, respectively ( P<0.001). Internet-based materials suitable for compulsory education level were only 5% (1/21), while those suitable for high school and above education level accounted for 43% (9/21). Conclusions:There are numerous internet-based patient education materials related to labor analgesia in China, but the quality needs improvement. In the future, a collaborative model of " anesthesiology+ linguistics" should be developed to provide patients with more comprehensive, accurate, and pregnant-friendly patient education materials.