OBJECTIVE To investigate the clinical characteristics and risk factors for batroxobin-related severe hypofibrinogenemia （HFIB） and construct a risk prediction model. METHODS A retrospective analysis was conducted on inpatients treated with batroxobin in the First Medical Center of a tertiary hospital from January 1， 2020， to December 31， 2024. Patients were categorized into non-severe HFIB group and severe HFIB group based on the severity of HFIB. Univariate and multivariate Logistic regression analyses were performed to identify the independent influencing factors for batroxobin-related severe HFIB. A nomogram was developed using the “rms” package in R 4.5 software. The predictive performance of the model was evaluated using the receiver operating characteristic curve. Calibration was assessed via the Bootstrap resampling method， and goodness-of-fit was evaluated with the Hosmer-Lemeshow test. RESULTS A total of 1 472 patients were included in this study. Of these， 1 445 developed HFIB， yi elding an incidence of 98.17%. Furthermore， 895 were classified as severe HFIB， accounting for 60.80% of the cohort. Multivariate Logistic regression analysis showed that increased age， high initial dose per 10 kg body weight， use of maintenance dose， and concomitant glucocorticoid use were independent risk factors for batroxobin-related severe HFIB， while high baseline fibrinogen （FIB） level was identified as a protective factor. The model demonstrated an area under the curve of 0.760 （95% CI： 0.735-0.785）. The mean absolute error of the calibration curve was 0.006. The P value of the Hosmer-Lemeshow test was 0.609. CONCLUSIONS Batroxobin can rapidly and significantly reduce FIB levels and carries a risk of inducing severe HFIB. Patients with advanced age， high initial dose per 10 kg body weight， use of maintenance dose and concomitant glucocorticoid use had a higher risk of batroxobin-related severe HFIB， while high baseline FIB level had a lower risk of batroxobin-related severe HFIB. The risk prediction model developed based on these factors can be used to predict the likelihood of batroxobin-related severe HFIB.

Artificial intelligence(AI)has emerged as a cutting-edge technology leading the future and is a key engine for China's development.In the innovation and research of medical devices,AI has provided critical support in the areas of intelligent diagnostic assistance,intelligent therapeutic assis-tance,intelligent monitoring,life support,et al.Ma-chine learning-enabled device software functions(ML-DSFs)have become an essential component of many medical devices.Recently,the United States Food and Drug Administration(FDA)released a draft guidance titled"Marketing Submission Rec-ommendations for a Predetermined Change Con-trol Plan for Artificial Intelligence/Machine Learn-ing(AI/ML)-Enabled Device Software Functions(Draft)."that aimed to provide a forward-looking approach to foster the development of ML medical devices.By supporting iterative updates through modifications,this approach ensures the continu-ous safety and effectiveness of the devices.This guidance represents the latest in regulatory direc-tion and is especially beneficial for enhancing the quality and efficiency of clinical trials for AI prod-ucts.Therefore,we plan to provide a detailed intro-duction and interpretation of the guidance,with the aim of learning from international advanced regulatory concepts and experiences to promote the development of ML-DSFs with more profound international influence.

Aim To investigate the protective effect of ganglioside(GM1)on ischemic-hypoxic brain injury(HIBI)in neonatal rats and the related mechanism.Methods Eighty,7-day old SD neonatal rats were randomly divided into four groups:sham operated group(sham),HIBM group,GM1 group and GM1+PIM-1 inhibitor group(GM1+PIM-1 inhibitor),with 20 rats in each group.After successful construction of the HIBI model,the neonatal rats were injected intrap-eritoneally with GM1(20 mg·kg-1·d-1)for three days in the GM1 group.The neonatal rats were given intraperitoneal injection of GM1(20 mg·kg-1·d-1)after a one-time injection of PIM-1 inhibitor(5 mg·kg-1)into the lateral ventricle for three days in the GM1+PIM-1 inhibitor group.Sham and HIBI groups were injected intraperitoneally with equal amounts of saline.Longa method was uses to assess the neurologi-cal impairment;TTC staining was used to detect the volume ratio of cerebral infarction;HE staining was used to observe the hippocampal histopathology;TUNEL staining was used to detect the apoptosis of hippocampal neurons;ELISA was used to detect the levels of IL-1β and IL-18 in hippocampal tissues;Western blot was used to detect PIM-1/PI3K/Akt sig-naling pathway proteins and pyroptosis-related proteins(NLRP3,ASC,caspase-1 p20,GSDMD-N).Results Compared with the sham group,the Longa score,cere-bral infarct volume,hippocampal neuronal apoptosis rate,IL-1 β,IL-18 levels,and pyroptosis-related protein expression were significantly higher(P＜0.05),while PIM-1 protein expression,p-PI3K/PI3K,and p-Akt/Akt ratio were significantly lower(P＜0.05)in the HIBI group.Compared with the HIBI group,the Longa score,cerebral infarct volume ratio,hippocampal neuro-nal apoptosis rate,IL-1 β,IL-18 levels,and pyroptosis-related protein expression were significantly lower(P＜0.05),while PIM-1 protein expression,p-PI3K/PI3K,and p-Akt/Akt ratio were significantly higher(P＜0.05)in the GM1 group of neonatal rats.Compared with the GM1 group,the Longa score,cerebral infarct volume ratio,hippocampal neuronal apoptosis rate,IL-1 β,IL-18 levels,and pyroptosis-related protein expres-sion were significantly higher(P＜0.05),while PIM-1 protein expression,p-PI3K/PI3K,and p-Akt/Akt ratio were significantly lower(P＜0.05)in the GM1+PIM-1 inhibitor group of neonatal rats.Conclusion GM1 ameliorates HIBI in neonatal rats by a mechanism related to activation of the PIM-1/PI3K/Akt signaling pathway and inhibition of hippocampal neuronal pyrop-tosis.

Objective:To explore the characteristics of serum galactose-deficient IgA1 (Gd-IgA1) and Gd-IgA1/IgA ratio in normal children.Methods:The children from a kindergarten and 3 primary or secondary schools in Baoding (Hebei Province) from March to August 2023 were included in the cross-sectional study.According to their age, the children were divided into the 3-6-year-old group, >6-11-year-old group, and >11-16-year-old group.Besides, some adults were also included as the control group.The immunoturbidimetric assay was used to detect serum IgA levels, and the enzyme-linked immunosorbent assay (ELISA) was employed to detect Gd-IgA1 and Gd-IgA1/IgA levels.The above indicators were subject to normal distribution tests and analysis of variance (ANOVA)or rank sum test.Results:A total of 136 normal subjects were included for analysis.Among these subjects, there were 64 males and 72 females.There were 13 children in the 3-6-year-old group, 51 children in the >6-11-year-old group, and 56 children in the >11-16-year-old group.Besides, 16 normal adults (28-45 years old) from the physical examination center were also included as the control group.The serum IgA levels of the 3-6-year-old group, >6-11-year-old group, >11-16-year-old group, and adult group were (0.88±0.35) g/L, (1.38±0.65) g/L, (1.78±0.61) g/L, and (2.49±0.94) g/L, respectively.Except for no statistically significant difference between the 3-6-year-old group and the >6-11-year-old group, as well as between the >11-16-year-old group and the adult group, all other age groups showed statistically significant differences in serum IgA levels (all P<0.05).The serum Gd-IgA1 levels of the 3-6-year-old group, >6-11-year-old group, >11-16-year-old group, and adult group were 7.77(5.77, 16.51) μg/L, 7.12(5.29, 9.82) μg/L, 8.96(6.21, 14.30) μg/L, and 9.39(6.63, 40.00) μg/L, respectively, with statistically significant differences ( H=9.22, P=0.027).There was no significant difference in the Gd-IgA1/IgA ratio among different groups ( P=0.130).The correlation analysis suggested that Gd-IgA1/IgA1 did not correlate with age ( r=0.134, P=1.200).The Gd-IgA1 level was positively correlated with the IgA level ( r=0.204, P=0.017).There was no significant difference in serum IgA, Gd-IgA1, and Gd-IgA1/IgA levels between different gender groups. Conclusions:There are differences in Gd-IgA1 levels among different age groups among these children, but Gd-IgA1/IgA is not correlated with age.As a diagnostic biomarker, Gd-IgA1 should be emphasized from the different levels among different age groups, while Gd-IgA1/IgA seems to be more convenient for clinical research and application.

Objective:To analyze the epidemiological characteristics and trend of hospitalization of the patients with herpes zoster in Beijing from 2017 to 2022.Methods:In this retrospective study, the information of hospitalization of herpes zoster patients were collected from all medical institutions at the first level and above in Xicheng, Changping, and Miyun districts of Beijing. The age and gender specific hospitalization rates and age-standardized hospitalization rates were calculated. Joinpoint regression model was used to explore the trend of the hospitalization rates, and the influencing factors of the hospital stay length and complications were analyzed.Results:The age-standardized hospitalization rate of the patients with herpes zoster was 10.82/100 000-18.43/100 000 in Beijing from 2017 to 2022 [annual percent change (APC) =5.86%, 95% CI: -2.80%-15.98%]. The age-standardized hospitalization rate of the cases with herpes zoster as the main diagnosis showed an upward trend (APC=11.35%, 95% CI: 7.21%-16.23%). The age-standardized hospitalization rate showed an upward trend in women (APC=14.34%, 95% CI: 7.95%-22.37%). The hospitalization rate showed a downward trend in age group 30-39 years (APC=-24.92%, 95% CI: -48.56% - -1.85%) and showed upward trends in age group 70-79 years and 80-109 years (APC=23.18%, 95% CI: 13.53%-35.58%; APC=4.90%, 95% CI: 1.18%-9.19%). Complications occurred in 66.28% (680/1 026) of the patients. The median hospital stay length was 9 (5,15) days, and the patients with high age (≥80 years) and two or more complications had longer hospital stay, which were 12 (6, 23) and 14 (7, 27) days respectively ( P<0.001). Conclusions:The hospitalization rate in women and the elderly aged ≥70 years with herpes zoster as the main diagnosis showed upward trends in Beijing in recent years. The elderly aged ≥80 years usually had longer hospital stay, showing a relatively disease burden level. More attention should be paid to development of intervention strategies, such as vaccine, for this population.

Objective To compare the clinical efficacy and safety of transurethral 450 nm semiconductor blue laser vaporization enucleation and transurethral resection of bladder tumor(TURBT)in the treatment of non-muscle invasive bladder cancer(NMIBC).Methods The clinical data of 85 NMIBC patients undergoing surgical treatment at Yingsheng Branch of Taian Central Hospital during Dec.2022 and Feb.2024 were retrospectively collected.The patients were divided into the blue laser group(n=40)and TURBT group(n=45).The operation time,intraoperative blood loss,postoperative bladder irrigation time,postoperative catheter indwelling time,postoperative hospital stay,intraoperative complications,wound healing 3 and 6 months after operation,and tumor recurrence 1 year after operation were compared between the two groups.Results Patients in both groups successfully completed the operation without blood transfusion or conversion to open surgery.Compared with the TURBT group,the blue laser group had shorter operation time[(23.68±9.98)min vs.(29.11±14.27)min],less blood loss[(1.43±0.87)g/L vs.(3.27±0.96)g/L],and shorter postoperative bladder irrigation time[0.5(0.5,0.5)d vs.0.5(0.5,1.5)d](P＜0.05).No cases developed obturator nerve reflexes in the blue laser group,but 7 cases in the TURBT group(P＜0.05).Three months after operation,the bladder wounds healed in 24 cases in the blue laser group,but only in 7 cases in the TURBT group(P＜0.01).Conclusion Compared with TURBT,transurethral 450 nm semiconductor blue laser vaporization enucleation for the treatment of NMIBC can shorten the operation time,reduce the amount of bleeding,shorten the postoperative healing time,and cause fewer complications.It is a safe and efficient minimally invasive surgery.

Objective To explore the life satisfaction and related factors of general and assistant general standardized training physicians(hereinafter referred to as training physicians),and analyze the effecting path of resilience between stress perception and life satisfaction.Methods From July to October 2024,a self-designed general demographic survey,Satisfaction With Life Scale(SWLS),Connor-Davidson Resilience Scale(CD-RISC),and Chinese Perceived Stress Scale(CPSS)were used to survey 251 training physicians from two hospitals in Xi'an to understand their life satisfaction,stress perception,and resilience in the past month.Model 4 in the Process V3.3 plugin of SPSS 25.0 software and Bootstrap method were used to analyze the effecting path of resilience between stress perception and life satisfaction among the training physicians.Results A total of 251 questionnaires were distributed,and 236 valid questionnaires were collected,with an effective response rate of 94.02％.The stress perception of 236 training physicians(24.12±7.02)was negatively correlated with life satisfaction(23.24±7.45)(r=-0.556,P＜0.01),but negatively correlated with resilience(54.88±11.37)(r=-0 658,P＜0.01).Resilience partially mediated the relationship between stress perception and life satisfaction,with a mediation effect value of-0.320 6,accounting for 54.39％ of the total effect.Conclusion Stress perception has an independent negative impact on the life satisfaction of training physicians,and indirectly affects life satisfaction through resilience.Improving life satisfaction can be achieved by reducing stress perception or enhancing resilience.

Objective To identify high-risk factors for healthcare-associated infection(HAI)in patients in inten-sive care units(ICUs),and develop a quick response(QR)code-based APP prediction tool.Methods Information of inpatients in general ICUs of three hospitals in Guizhou Province from January to December 2024 were collected.Risk factors were analyzed with a logistic regression model.QR code-based APP was constructed and validated.Results A total of 1 782 patients in general ICUs of three hospitals in Guizhou Province in 2024 were included in the analysis,out of which 410 were HAI cases,and the incidence of HAI was 23.01％.Multivariate logistic regre-ssion analysis results of HAI in ICU inpatients showed that regional gross domestic product(GDP)≥58 685 Yuan,performing pathogen culture during this hospitalization,history of diabetes mellitus,history of cancer,length of hospital stay ≥7 days before infection,and duration of persistent fever＞5 days before infection were independent risk factors for HAI in ICU patients(all P＜0.05).The discrimination of the model(area under the receiver operating characteristic curve[AUC]of 0.841),calibration(Brier score of 0.129),and clinical effectiveness(net benefit of 11.4％when the risk threshold was 5％-74％)all performed well.Conclusion The QR code-based APP prediction tool is of great significance for scientific research transformation and precise HAI control.

Objective:To understand the incidence rate of herpes zoster (HZ) and postherpetic neuralgia (PHN) in Beijing, and analyze the incidence trend of HZ and PHN from 2015 to 2022.Methods:Cases of HZ and PHN from 2015 to 2022 were retrieved from the Hospital Information Systems (HIS) of all primary and above hospitals/clinics in three districts representing the urban, inner suburban, and outer suburban areas of Beijing. After duplication screening, the first visit cases were screened, and the incidence characteristics were described. The incidence rate of HZ and PHN in each year by sex and age group and the age-standardized incidence rate were calculated. The annual percentage increase (APC) of incidence rate was calculated using the Joint regression model, and the change trend was analyzed.Results:The age-standardized incidence rate of HZ in Beijing from 2015 to 2022 ranged from 7.44‰ to 10.05‰, with an average annual incidence rate of 8.95 ‰, significantly increasing with age ( P<0.001). The Joinpoint regression model showed that the overall age-standardized incidence of HZ remained relatively stable, with no significant difference (APC=2.28%, t=1.56, P=0.170). However, the incidence rate among the 0-19-year-old group exhibited a trend of decrease (APC=-10.70%, t=-6.29, P<0.001). For PHN, the age-standardized incidence in Beijing ranged from 0.77‰ to 2.67‰, with an average annual incidence rate of 1.59‰ and a proportion of 9.48% to 26.86% among HZ cases. Both the incidence of PHN and its proportion among HZ cases increased with age ( P<0.001). The age-standardized incidence of PHN increased annually (APC=18.56%, t=9.02, P<0.001). Conclusion:The incidence rate of HZ and PHN in Beijing continues to be at a high level, and PHN shows an increasing trend over time.

Objective To observe the value of pool sign on T2WI for differentiating solitary brain metastasis(SBM)from solitary mass type high grade glioma(HGG).Methods Totally 120 patients with SBM(SBM group)and 184 patients with solitary mass type HGG(HGG group)confirmed by postoperative pathology or clinical follow-up were retrospectively enrolled.The incidence of pool sign were compared between groups,and the efficacy of pool sign for differentiating SBM from solitary mass type HGG was analyzed.Results Pool sign was noticed in 37 cases(37/120,30.83％)in SBM group and 9 cases(9/184,4.89％)in HGG group,the incidence of pool sign in SBM group was higher than that in HGG group(x2=38.063,P＜0.001).The sensitivity,specificity,positive predictive value and negative predictive value of pool sign for differentiating SBM and solitary mass type HGG was 30.83％(37/120),95.11％(175/184),80.43％(37/46)and 67.83％(175/258),respectively.In SBM group,the incidence of pool sign in cases with primary tumor of adenocarcinoma,squamous cell carcinoma and neuroendocrine carcinoma was 40.79％(31/76),16.67％(3/18)and 12.50％(3/24),respectively,with significant difference(x2=8.911,P=0.012),while compared pairwisely showed significant difference between SBM of adenocarcinoma and neuroendocrine carcinoma(x2=6.505,P=0.011).Conclusion The pool sign on T2WI was helpful for differentiating SBM,especially SBM of adenocarcinoma from solitary mass type HGG.