Objective To explore the value of artificial intelligence federated learning system based on chest X-ray films for pathogen diagnosis of community-acquired pneumonia(CAP)in children.Methods Totally 900 cases of CAP children from 2 hospitals were retrospectively enrolled,including bacterial,viral and mycoplasma CAP(each n=300),and chest posteroanterior X-ray films were collected.Meanwhile,chest posteroanterior X-ray films of 5856 children from the publicly available dataset GWCMCx were collected,including 4273 CAP images and 1583 healthy chest images.All above 6756 images were divided into training set(n=5359)and validation set(n=1397)at the ratio of 8∶2.Then a pathogen diagnosis model of children CAP was established based on attention mechanism.Binary and ternary diagnostic algorithms were designed,and federated deployment training was performed.The efficacy of this system for pathogen diagnosis of children CAP was analyzed and compared with DenseNet model.Results Based on all data,the accuracy of the obtained artificial intelligence federated learning system model for diagnosing children CAP was 97.00%,with the area under the curve(AUC)of 0.990.Based on hospital data,the AUC of this system using single imaging data and clinical-imaging data for pathogen diagnosis of children CAP was 0.858 and 0.836,respectively,both better than that of DenseNet model(0.740,both P＜0.05).Conclusion The artificial intelligence federated learning system based on chest X-ray films could be used for pathogen diagnosis of children CAP.

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.

In November 2023, the seventh National Nucleic Acid Vaccine Conference was held to deeply discuss the immune mechanism, safety risks, advantages, and disadvantages of nucleic acid vaccines, and review the safety and effectiveness of COVID-19 vaccines developed by nucleic acid vaccine technology. Some prospectives were formed in the meeting that in the post-pandemic era, nucleic acid vaccine technology will play a role in the following areas: dealing with pathogens that are difficult to be prevented by traditional vaccines, promoting the upgrading of traditional live attenuated vaccines, contributing to the development of multivalent and combined vaccines, and rapid response to emerging and re-emerging infectious diseases. These views point out the direction for the future development of nucleic acid vaccine technology.

Objective To develop a biological safety protection third-level(BSL-3)laboratory based on folding-modular shelters to solve the problems of the existing laboratories in space and function expansion,large-scale deployment and low-cost transportation.Methods The BSL-3 laboratory was composed of a folding combined shelter module,a ventilation and purification module,a power supply and distribution module,a monitoring and communication module,a control system module and an equipment module.The folding combined shelter module used a leveling base frame as the foundation and a lightweight panel as the enclosure mechanism,and was divided into an auxiliary area and a protection protected area;the ventilation and purification module was made up of an air supply unit and an air exhaust unit,the air supply unit was integrated with a fresh-air air conditioner and the exhaust unit was equipped with a main fan,a standby fan and a bag in/bag out filter;the control system module adopted a supervision mode of decentralized control and centralized management,which executed communication with the data server as the center and Profinet protocol and MODBUS-TCP.Results The BSL-3 laboratory proved to meet the requirements of relevant standards in internal microenvironment,airflow direction,airtightness,working condition and disinfection effect.Conclusion The BSL-3 laboratory is compatible with large-scale transport and deployment and facilitates reliable and safe experiments for epidemic prevention and control and cross-regional support.[Chinese Medical Equipment Journal,2024,45(3):41-46]

Fetal STR typing of aborted tissue has long been a major problem in forensic DNA.Especially for the first trimester abortion tissue,it is difficult to isolate the embryonic components by histomorphological means,resulting in the inability to accurately obtain the STR typing of the fetus.The mixed STR typing results of mother and fetus can provide a key basis for the identification of suspects in cases of rape-induced pregnancy.In this study,next generation sequencing was used to successfully detect mixed STR typing of mother and suspected fetus or single STR typing of suspected fetus in 4 rape-induced early pregnancy abortion tissues.Combined with Y-STR and flank sequence information,it provides a more comprehensive and reliable genetic basis for the identification of suspects.

Objective:To explore the applied therapeutic effect of digital surgical technique combined with three dimensional(3D)printing guide plate in surgery of maxillofacial fracture.Methods:A total of forty patients with maxillofacial fracture who admitted to the Department of Stomatology at the First Medical Center of Chinese PLA General Hospital from June 2019 to June 2023 were selected.They were divided into an observation group(18 cases)and a control group(22 cases)based on different surgical methods.The observation group used digital technique combined with 3D printing technique to conduct surgery by auxiliary method,and the control group used routine open reduction and internal fixation surgery for maxillofacial fracture.The surgical time,bleeding volume,complications and satisfaction evaluation between two groups of patients were observed and compared.Results:All patients obtained clinical cure after open reduction and internal fixation surgery,and the surgical time(2.01±0.52)h and bleeding volume(123.89±67.31)mL during surgery of observation group were significantly lower than those of control group(U=62.000,26.500,P<0.05),respectively.The incidence of the complications in the observation group was significantly lower than that in the control group,and the difference was statistically significant(x2=4.675,P<0.05),and there were no statistically significant difference in infection and limited incision opening between the two groups(P>0.05).In the satisfaction evaluation,there was a significant difference in appearance satisfaction scores between the observation group(8.89±0.758)and the control group(7.73±0.827)(U=66.000,P<0.05),while there were no statistically significant differences in chewing and language aspects between two groups(P>0.05).Conclusion:The combination of digital technique and 3D printing guide plate has favorable clinical guidance effect in maxillofacial fracture surgery,which can significantly improve surgical efficacy,and reduce the incidence of complications,and obtain higher patient satisfaction.It is worth to be applied in clinical practice.

Objective:To study the expressions of bronchoalveolar lavage fluid(BALF), C-reactive protein (C reactive protein, CRP), procalcitonin (PCT) and Interleukin 6 (IL-6) in mechanically ventilated patients with chronic obstructive pulmonary diseases (COPD) and their clinical significance.Methods:A total of 128 COPD patients with mechanical ventilation admitted to the Third People's Hospital of Chengdu from September 2022 to September 2023 were selected as the study subjects. They were divided into VAP group and non-VAP group according to the occurrence of ventilator associated pneumonia (VAP). Comparison of general data between the two groups, measurement data in line with normal distribution were expressed xˉ± s, and independent sample t test was used to compare the mean between groups. Enumeration data were expressed as constituent ratio, and χ2 test was used to compare between groups. Multivariate Cox regression was used to analyze the influencing factors of VAP in COPD patients. The diagnostic value of CRP, procalcitonin and IL-6 in BALF and serum for VAP was evaluated by receiver operating characteristic (ROC) curve. Results:There were 32 cases of VAP and 96 cases of non-VAP in 128 COPD patients with mechanical ventilation. In the VAP group, the duration of mechanical ventilation was (5.12±0.48) days, and 13 patients (40.63%) had used antibiotics within 3 months, while in the non-VAP group, the duration of mechanical ventilation was (4.79±0.69) days, and 56 patients (61.46%) had used antibiotics within 3 months, respectively. There were significant differences between the two groups ( t=2.51, χ2=4.23, all P<0.05). The levels of CRP, procalcitonin and IL-6 in BALF of VAP group were (26.46±6.78) mg/L, (2.47±0.69) ng/L and (751.46±126.44), and in the non-VAP group, they were (20.47±6.26) mg/L, (1.12±0.32) ng/L and (447.89±68.69) μg/L, respectively. There were significant differences between the two groups ( t=4.59, 15.00, 17.18, all P<0.001). The serum levels of CRP, procalcitonin and IL-6 in VAP group were (124.78±26.32) mg/L, (10.53±2.20) ng/L and (221.69±45.46). The non-VAP group was (96.78±24.96) mg/L, (6.46±1.89) ng/L and (146.36±42.34) μg/L, respectively ( t=5.42, 10.12, 8.56; all P<0.001). Multivariate Cox regression analysis showed that mechanical ventilation time, BALF and serum CRP, procalcitonin and IL-6 were independent factors affecting the occurrence of VAP in COPD patients ( OR values were 1.578, 1.687, 1.669, 1.844,1.645, 1.775 and 1.659, respectively). 95% CI were 1.017-2.447, 1.066-2.669, 1.076-2.588, 1.148-2.963, 1.086-2.493, 1.172-2.690 and 1.084-2.538, all P<0.05). ROC curve showed that the AUC of CRP, procalcitonin and IL-6 in BALF and serum were 0.758/0.792, 0.965/0.930 and 0.977/0.900 respectively ( P values were 0.049/0.046, 0.030/0.030 and 0.021/0.033, respectively). Conclusion:The expressions of CRP, procalcitonin and IL-6 in BALF and serum of COPD patients with mechanical ventilation have high clinical diagnostic value, which can assist the diagnosis of early VAP.

Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.

OBJECTIVE To investigate the effect and mechanism of Astragalus polysaccharide （APS） on peritoneal fibrosis and angiogenesis in rats with peritoneal dialysis （PD）. METHODS Rats were randomly divided into normal control group （Control group）， model group （PD group）， 70 mg/kg APS group （APS-L group）， 140 mg/kg APS group （APS-H group）， and 140 mg/kg APS+40 mg/kg hypoxia-inducible factor-1α （HIF-1α） agonist DMOG group （APS-H+DMOG group）， with 12 rats in each group. PD rat models were constructed in the last four groups of rats. Administration groups were given APS intragastrically and DMOG intraperitoneally. Control group and PD group were given constant volume of normal saline intragastrically， once a day， for 4 consecutive weeks. After the last medication， the peritoneal ultrafiltration （UF）， mass transfer of glucose （MTG）， the levels of serum creatinine （Scr） and blood urea nitrogen （BUN） were detected in rats； peritoneal histomorphology and peritoneal fibrosis （peritoneal thickness and proportion of collagen fiber deposition） were observed； the microvascular density and the expression levels of α-smooth muscle actin （α-SMA）， laminin （LN）， HIF-1α and vascular endothelial growth factor （VEGF） proteins were detected in peritoneal tissue of rats. RESULTS Compared with Control group， the mesothelium of rats in the PD group was loosely arranged and shed， inflammatory cells infiltrated， the peritoneal thickness and proportion of collagen fiber deposition were increased significantly （P＜0.05）. The levels of MTG， Scr and BUN in serum， microvascular density and the expressions of α-SMA， LN， HIF-1α and VEGF proteins were significantly increased， while the level of UF was significantly decreased （P＜ 0.05）； compared with PD group， the levels of above indexes were significantly reversed in APS-L and APS-H groups （P＜0.05）， and the improvement of APS-H group was better than APS-L group （P＜0.05）. Compared with APS-H group， the levels of above indexes in APS-H+DMOG group were all reversed （P＜0.05）. CONCLUSIONS APS inhibits peritoneal fibrosis and angioge-nesis in PD rats by inhibiting HIF-1α/VEGF signaling pathway.

Sesquiterpenes are natural terpenoids with 15 carbon atoms in the basic skeleton, which mainly exist in plant volatile oil and have important physiological and medicinal value. Cytochrome P450 (CYP450) is a kind of monooxygenase encoded by supergene family, which is one of the largest gene families in plants. It is involved in the synthesis and metabolism of terpenoids, alkaloids and other secondary metabolites. In the process of terpene biosynthesis, CYP450 participates in the post-modification stage of terpenes by introducing functional groups such as hydroxyl, carboxyl and carbonyl, which plays an important role in enriching the diversity of terpenes. The CYP450 enzymes involved in sesquiterpene synthesis and their substrate catalytic specificity mechanisms have been partially investigated. In this paper, the biosynthetic pathway of plant sesquiterpenes, the structure and classification of CYP450 enzymes were briefly introduced, and the CYP450 enzymes involved in sesquiterpene biosynthesis were summarized, in order to provide a reference for intensive study of the role of CYP450 enzymes in the synthesis of sesquiterpenoids.