Medical artificial intelligence （AI） is a new type of application formed by the combination of machine learning， computer vision， natural language processing， and other technologies with clinical medical treatment. With the continuous iteration and development of relevant technologies， medical AI has shown great potential in improving the efficiency of diagnosis and treatment， and service quality， but it also increases the possibility of triggering ethical issues. Ethical issues resulting from the clinical application of medical AI were analyzed， including the lack of algorithmic interpretability and transparency of medical AI， leading to information asymmetry and cognitive discrepancies； the concerning status of security and privacy protection of medical data； and the complex and unclear division of responsibilities due to the collaborative participation of multiple subjects in the clinical application of medical AI， resulting in increased difficulty in the identification of medical accidents and clarification of responsibilities. The paper proposed the principles of not harming patients’ interests， physician’s subjectivity， fairness and inclusiveness， and rapid response. It also explored the strategies and implementation paths for responding to the ethical issues of medical AI from multiple perspectives， including standardizing the environment and processes， clarifying responsibility attribution， continuously assessing the impact of data protection， guaranteeing data security， ensuring model transparency and interpretability， carrying out multi-subject collaboration， as well as the principles of being driven by ethical values and adhering to the “human health-centeredness.” It aimed to provide guidance for the healthy development of medical AI， ensuring technological progress while effectively managing and mitigating accompanying ethical risks， thereby promoting the benign development of medical AI technology and better serving the healthcare industry and patients.

Exposure to ionizing radiation intervenes in genomic stability and gene expression,resulting in the disruption of normal metabolic processes in cells and organs by causing complex biolog-ical responses.Altered genomic variations,gene expression and metabolite concentrations in blood or tissue samples reflect systemic radiation damage.With the application of new techniques and exten-sive study on the mechanisms for ionizing radiation damage,related indicators such as chromosomal variation,gene expression,lipid and metabolism are being recognized and promise to be the markers for early diagnosis and prognosis of radiation exposure.Therefore,this article reviews recent progress in and potential applications of biomarkers related to ionizing radiation injury.

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.

ObjectiveTo investigate the association of lipid ratios with diabetes and pre-diabetes in residents aged 35-75 years in Changzhou City. MethodsA multistage whole-group random sampling method was used to survey permanent residents aged 35-75 years in Tianning and Wujin districts of Changzhou City， and the study data were obtained by questionnaires， physical examination and laboratory tests. The relationship between lipid ratios and diabetes and pre-diabetes was analyzed by dichotomous logistic regression method. ResultsThe prevalence of diabetes in the surveyed population in Changzhou was 18.69%， and the prevalence of pre-diabetes was 10.53%. In the total population， the risk of pre-diabetes was significantly increased in the highest TC/HDL-C， TG/HDL-C and LDL-C/HDL-C groups， by 68%， 93% and 38%， respectively； the risk of diabetes was also significantly increased in the highest TC/HDL-C， TG/HDL-C and LDL-C/HDL-C groups， by 105%， 149% and 78%， respectively. The risk of diabetes was also significantly increased in the highest TC/HDL-C， TG/HDL-C and LDL-C/HDL-C groups， by 105%， 149% and 78%， respectively. All three lipid ratios increased in women compared to men， leading to a stronger association with increased risk of diabetes and pre-diabetes. ConclusionLipid ratios TC/HDL-C， TG/HDL-C， and LDL-C/HDL-C were correlated with the risk of diabetes and pre-diabetes in people aged 35-75 years， with TG/HDL-C having the strongest association with diabetes and pre-diabetes， and is expected to be a key predictor for assessing the development of diabetes.

【Objective】 To evaluate the residual risk of hepatitis C virus (HCV) in blood screening among voluntary blood donors in Zhengzhou. 【Methods】 The ELISA and NAT screening results of 497 171 voluntary blood donors in Zhengzhou from January 2019 to December 2020 were collected through the information management system of our blood center.The residual risk of HCV was assessed using the Prevalence-Window Period Residual Risk Model. 【Results】 The residual risk among repeated and first-time blood donors was 1∶132 280 (95% CI: 1∶95 520~1∶188 820) and 1∶44 090 (95% CI: 1∶31 840~1∶62 940), respectively. The overall residual risk of blood donors screening was 1∶68 540 (95% CI: 1∶65 910~1∶130 290). The reactive rate of HCV screening in first-time blood donors (0.144%, 334/231 168) was significantly higher than that in repeated blood donors (0.014%, 36/266 003) (P<0.05), and the reactive rate of repeated blood donors in 2019 (0.019%, 26/135 267) was significantly higher than that in repeat blood donors in 2020 (0.008%, 10/130 736) (P<0.05). 【Conclusion】 The residual risk of HCV among voluntary blood donors in Zhengzhou is low.The publicity and recruitment should be further strengthened to establish a stable team of voluntary blood donation, and health consultation and physical examination should also be strengthened to further reduce the residual risk of blood transfusion.

Objective:To explore the status quo of the readiness of evidence-based nursing practice for the maintenance and removal of children's central venous catheter (CVC) in 6 domestic medical institutions Pediatric Intensive Care Unit (PICU), analyze the obstacles faced by the application of CVC maintenance and removal evidence in PICU, so as to provide basis for formulating reform strategies.Methods:This study was a cross-sectional survey. In December 2019, 169 nurses from PICU of 6 medical institutions in Shanghai, Guangzhou, Shenzhen, Hangzhou, Xiamen and Hefei were selected by convenience sampling for investigation. The General Information Questionnaire and Clinic Readiness to Evidence-based Nursing Assessment (CREBNA) were used to evaluate the readiness of clinical nurses to evidence, organizational environment and promoting factors in the process of evidence-based practice. A total of 169 questionnaires were issued, and 169 valid questionnaires were recovered, with a valid recovery rate of 100%.Results:A total of 169 nurses were investigated in 6 evidence application sites. The total score of the multi center CREBNA was (136.96±15.33), which was 88.36% of the full score. The scores of the three dimensions were as follows: organizational environment (40.31±4.45), evidence dimension (53.43±6.14), and promoting factors (43.22±5.81). Four of the last five items in the score ranking were from the promoting factor, and the low score items in four places were all from the promoting factor.Conclusions:The best practice project of children's CVC maintenance in PICU is feasible. However, there are still some deficiencies in the preparation of various evidence application sites, especially in the promoting factors, which should be constantly improved to further promote and maintain the implementation of change.

Objective:To screen serum protein markers and evaluate their diagnostic application value in hepatitis B-related acute-on-chronic liver failure (HBV-ACLF).Methods:Serum samples of patients with HBV-ACLF, chronic hepatitis B (CHB) and normal healthy volunteers ( n = 5/group) were determined by cytokine antibody chip in line with the Chinese Diagnostic Standards Study for HBV-ACLF (COSSH-ACLF) cohort. The differentially expressed proteins significance were identified by microarray analysis and prediction. The preliminary serological markers of HBV-ACLF were screened for diagnosis. The potential markers were determined by enzyme-linked immunosorbent assay (ELISA), area under the receiver operating characteristic curve (AUROC) analysis and liver tissue immunohistochemistry for the diagnosis of HBV-ACLF. Student t-test or Mann-Whitney U test were used to compare the continuous measurement data between the two groups, and analysis of variance and Kruskal-Wallis test were used to compare the continuous measurement data between multiple groups. Results:Cytokine antibody chip preliminary screening results showed that the expression levels of these six cytokines, namely, macrophage inflammatory protein 3α (MIP-3α), hepatocyte growth factor, E-selectin, osteopontin, growth differentiation factor 15 and carcinoembryonic antigen-related cellular adhesion molecule 1 were significantly increased in the HBV-ACLF group. Among them, the expression level of MIP-3α was significantly higher in the HBV-ACLF group (99.6 times higher than CHB group and 146.9 times higher than healthy volunteers’ group, respectively, P < 0.0001) as validated by serum ELISA in 132 HBV-ACLF cases, 91 CHB cases and 72 healthy volunteers. AUROC analysis showed that the high expression of MIP-3α could be used as a marker to distinguish patients with HBV-ACLF from CHB. The AUROC was 0.995 (95% CI: 0.990 ~ 1.000), with sensitivity and specificity of 95.5% and. 98.9%, respectively. Immunohistochemistry showed that MIP-3α was positively expressed in HBV-ACLF-derived liver tissues, and negatively expressed in CHB-derived liver and normal liver tissues. Conclusion:Serum MIP-3α level is closely related to the pathological characteristics of HBV-ACLF. Therefore, it may be used as a potential serological marker for the diagnosis of HBV-ACLF.

【Objective】 To investigate the variation of ferric metabolism indexes in male regular platetpheresis donors (MRPDs) with the low iron storage (plasma ferritin <30 μg/L). 【Methods】 The ferric metabolism indexes of 137 MRPDs with ferritin <30 μg/Lwere detected, including serum free iron (sFI), hemoglobin (Hb), unsaturated iron binding capacity (UIBC), total iron binding capacity (TIBC), transferrin (TRF) and prealbumin (PALB). The correlation between these indexes and the level of ferritin, the total number of platelet donation and the number of platelet donations in the previous year were analyzed. 【Results】 The UIBC of MRPDs with ferritin <30 μg/L showed a significant upward trendin comparison with the normal reference value, with the median level of UIBC at 55.1 μmol / L. The level of serum iron decreased significantly, with the median level at 10.9 μg / L. The level of ferritin was correlated with UIBC and Hb, and the indexes of iron metabolism were generally correlated to each other. The number of platelet donation in the previous year was correlated with TIBC, UIBC and TRF. The total number of platelet donation was correlated with TIBC and TRF. 【Conclusion】 MRPDs with ferritin <30 μg/L showed abnormalferric metabolism. It is necessary to detect both ferritin and ferric metabolism indexes to evaluate the iron deficiency in MRPDs.