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.

Objective To observe the efficacy of self-guided attention network for detecting responsible lesions related to cerebral palsy(CP)in children with periventricular white matter injury(PVWMI).Methods Totally 383 children with PVWMI were retrospectively enrolled and divided into CP group(n=243)and non-CP group(n=140),while 214 children without obvious brain abnormality on brain MRI were taken as control group.ROI of 4 key anatomical structures related to CP,i.e.centrum semiovale,posterior limb of internal capsule,cerebral peduncle and thalamus were delineated on T1WI,while responsible lesions related to CP within the key anatomical structures were labeled on T2WI,and the images were then registrated and used as input of the networks.ResNet34 network was adopted combined with attention and self-guided networks to train the network for detecting responsible lesions related to CP in children with PVWMI,and their efficacies were evaluated.The optimal network was screened,and its efficacy for segmenting the key anatomical structures was evaluated.Results Self-guided attention network was the optimal network,its area under the curve(AUC)for detecting lesions was 0.794-0.914,and the Dice similarity coefficient for segmenting the key anatomical structures was 0.702-0.764.Conclusion Self-guided attention network could be used for preliminarily detecting responsible lesions related to CP in children with PVWMI.

Adhering to the guidance of party building is an essential requirement for comprehensively promoting the high-quality development of public hospitals.How to solve the problem of"two skins"of party building and business,further promote the deep integration of the party and business has become an important topic for the party building of public hospitals in the new era.Taking Jieyang People's Hospital as an example,this paper introduces the innovation and exploration experience on the par-ty building work round in the hospital,the working mechanism of which is"1+5+5+4"of"Party building leading,five re-sponsibility coordination,five-step linkage and four-type integration".This approach effectively promotes the deep integration and promotion of the party and business,which further lead the high-quality development of various work in the hospital.It can pro-vide reference for exploring and improving the system and mechanism of the integration of party and business,and further promote party leadership in promoting high-quality development in public hospitals.

An analysis of 24 144 norovirus sequences from Asia and Russia deposited in GenBank between 1995 and 2023 was conducted,to understand the temporal and spatial variations in norovirus genotypes in these regions.Norovirus sequences from Asia and Russia were downloaded in FASTA format from GenBank for the years 1995-2023,and analyzed in Excel,R language,and GraphPad Prism for data visualization.The number of norovirus sequences submitted to GenBank increased annually from 2004 and peaked in 2015.Notably,China and Japan contributed 62.3％of all submitted norovirus sequences.These sequences encompassed 31 capsid genotypes(C-type),with GⅠ accounting for 9％and GⅡ accounting for 90％.Additionally,49 polymerase types(P-type)were identified,along with 68 combinations of CP types;among the analyzed recombinant sequences(4 460 entries in total),approxi-mately 41％belonged to three predominant recombinant strains:GⅡ.2[P16],GⅡ.4[P31],and GⅡ.4[P16].This analysis provides valuable insights into the distribution characteristics of norovirus genotypes across Asia and Russia over time,thereby supporting vac-cine design and evaluation efforts.

Objective To explore the protective effects of genetically modified porcine erythrocyte suspension as a subnormothermic normoxic mechanical perfusate on hypoxic-ischemic brain injury in cynomolgus monkeys caused by traumatic hemorrhage.Methods Cynomolgus monkeys were randomly divided into positive and negative control groups(a total of 3 monkeys,with 3 left cerebral hemispheres as the positive control group and 3 right cerebral hemispheres as the negative control group)and the subnormothermic perfusion group(n=3).The positive control group was directly sampled 1 hour after circulatory arrest,while the negative control group was placed at subnormothermic conditions for 6 hours after circulatory arrest.The subnormothermic perfusion group underwent 6 hours of subnormothermic normoxic mechanical perfusion of the bilateral common carotid arteries of the cynomolgus monkey hypoxic-ischemic brain injury model using genetically modified porcine erythrocyte suspension 1 hour after circulatory arrest.Before perfusion,cross-matching experiments were conducted between the six genetically modified pig and the cynomolgus monkeys.After the start of perfusion,the levels of routine blood indicators in the perfusate were detected at 0,1,2,3,4,5 and 6 hours.Blood oxygen saturation was recorded,and the levels of Na+,K+,Ca2+,glucose and blood pH in the perfusate were measured,as well as the levels of IgG and IgM in the perfusate.After 6 hours of perfusion,the water content of the brain tissue was measured.Nissl staining was performed on the frontal cortex and hippocampal regions,and immunofluorescence staining was used to detect the expression of glial fibrillary acidic protein(GFAP),ionized calcium-binding adapter molecule 1(Iba1)and neuronal nuclear antigen(NEUN).Results The cross-matching results between the six genetically modified pig and the cynomolgus monkeys were negative.The number of red blood cells in the perfusate decreased significantly at 3 hours of perfusion,and the hemoglobin level showed a downward trend at 1,3,5 and 6 hours.The number of white blood cells and platelets decreased at all time points.The blood oxygen saturation in the subnormothermic perfusion group remained stable at 95%-98%,and the levels of blood oxygen saturation,Na+,Ca2+,glucose and pH were stable,while the K+level first increased and then decreased.There was no significant difference in the levels of IgG and IgM before and after perfusion.The water content of brain tissue at the end of perfusion in the subnormothermic perfusion group was significantly higher than that in the positive control group(P<0.001).Nissl staining results showed that compared with the positive control group,the pyramidal neurons in the prefrontal cortex of the subnormothermic perfusion group maintained better morphological integrity,with no significant increase in enlarged and deformed cells.In the hippocampal CA1 region,there was a slight increase in enlarged and deformed cells,and a few cells with undamaged structures showed reduced cell size.In the hippocampal dentate gyrus,fewer granule neurons had compromised structural integrity,with increased cell edema.NEUN immunofluorescence staining showed that compared with the positive control group,the pyramidal neurons in the prefrontal cortex and hippocampal CA1 region of the subnormothermic perfusion group had better morphological states,with clear axons.The granule cells in the hippocampal dentate gyrus were well preserved,but the nuclei were less well protected.GFAP immunofluorescence staining showed that compared with the positive control group,the subnormothermic perfusion group had sparser protrusions that were more tightly associated with neurons.Iba1 immunofluorescence staining showed that compared with the positive control group,the subnormothermic perfusion group had thicker and fewer protrusions.Conclusions Compared with the positive control group,subnormothermic normoxic mechanical perfusion with genetically modified porcine erythrocyte perfusate increases brain tissue edema in cynomolgus monkeys,but better preserves the morphological integrity of neurons and glial cells.The protective effects may be related to the continuous oxygen and energy supply,maintenance of ion homeostasis and perfusate pH,reduced rejection,and low metabolic state of the whole brain.

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.

Objective To investigate the value of synthetic MRI(syMRI)for evaluating structural changes of brain nuclei and white matter in patients with Parkinson disease(PD).Methods Forty-five PD patients(PD group)and 35 healthy controls(HC group)were prospectively enrolled.Head scanning with strategically acquired gradient echo sequence was performed,then syMRI was obtained with post-processing.The values of T1,proton density(PrD),R2* and magnetic sensitivity values(MSV)of nuclei and white matter were measured based on syMRI and compared between groups.The correlations of syMRI quantitative parameters of nuclei and white matter being significantly different between groups with neurological function scores of subject were analyzed,and a combined model was established using multivariate logistic regression analysis.Receiver operating characteristic(ROC)curve was drawn,the efficacy of single syMRI quantitative parameter and combined model for diagnosing PD was evaluated.Results Compared with HC group,T1 and PrD values of bilateral caudate nuclei decreased,while MSV of bilateral substatia nigra and right red nucleus increased(all FDR correction P＜0.05),while T1 and PrD values of bilateral splenium of corpus callosum,PrD values of left posterior limbs of the internal capsule(PLIC),R2* values of bilateral PLIC and right genu of the corpus callosum decreased in PD group(all FDR correction P＜0.05).syMRI quantitative parameters of the above brain regions were correlated with scores of Montreal cognitive assessment and Hamilton anxiety scale(r=-0.390-0.416,all P＜0.01).The area under the curve of single syMRI quantitative parameter for diagnosing PD was 0.664-0.788,lower than that of combined model(0.905,Z=2.653-4.096,all P＜0.05).Conclusion SyMRI could be used to quantitatively evaluate structural changes of brain nuclei and white matter in PD patients.

Objective To explore the optimisation path of medical resource allocation efficiency improvement in Traditional Chinese Medicine (TCM) hospitals under the synergistic effect of multiple factors,so as to provide powerful support for the balanced development of medical resources in TCM hospitals.Methods The comprehensive efficiency of resource allocation in TCM hospitals in 31 provinces (cities and districts) of China obtained by Data Envelopment Analysis was taken as the outcome variable,and with the help of Fuzzy-set Qualitative Comparative Analysis,it examined the configurations of efficient medical resource allocation,considering the following conditional variables:per capital Regional GDP,the proportion of fiscal allocation revenue to total income,the ratio of TCM practicing (assistant) physicians to all practicing (assistant) physicians,the average length of hospital stay for discharged patients,the number of total diagnosis and treatments per thousand population,and the number of hospital beds per thousand population.Results By analyzing the conditional patterns of efficient allocation of medical resources in TCM hospitals,three equivalent driving paths can be summarized,which are comprehensive service capacity,TCM advantage and hospitalization driving paths.Conclusion The overall level of medical resource allocation efficiency of TCM hospitals in China needs to be improved.In the future,efforts should be made to improve the comprehensive service capacity and operational efficiency of hospitals,give full play to the advantages of TCM,build a high-quality TCM talent team,reasonably shorten the average hospital stay,and improve the utilization efficiency of hospital beds.

Objective To observe the efficacy of self-guided attention network for detecting responsible lesions related to cerebral palsy(CP)in children with periventricular white matter injury(PVWMI).Methods Totally 383 children with PVWMI were retrospectively enrolled and divided into CP group(n=243)and non-CP group(n=140),while 214 children without obvious brain abnormality on brain MRI were taken as control group.ROI of 4 key anatomical structures related to CP,i.e.centrum semiovale,posterior limb of internal capsule,cerebral peduncle and thalamus were delineated on T1WI,while responsible lesions related to CP within the key anatomical structures were labeled on T2WI,and the images were then registrated and used as input of the networks.ResNet34 network was adopted combined with attention and self-guided networks to train the network for detecting responsible lesions related to CP in children with PVWMI,and their efficacies were evaluated.The optimal network was screened,and its efficacy for segmenting the key anatomical structures was evaluated.Results Self-guided attention network was the optimal network,its area under the curve(AUC)for detecting lesions was 0.794-0.914,and the Dice similarity coefficient for segmenting the key anatomical structures was 0.702-0.764.Conclusion Self-guided attention network could be used for preliminarily detecting responsible lesions related to CP in children with PVWMI.

Objective To analyze the dosimetric differences between Monaco Monte Carlo(MC)algorithm and Pinnacle collapse cone convolution(CCC)algorithm for the same machine model using the 6 MV flatten-filter free(FFF)mode,thus providing a reference for the clinical application of these two treatment planning systems.Methods According to the MPPG5 and TRS430 reports,the acceptance and commissioning of Monaco MC algorithm model and Pinnacle CCC algorithm model in Department of Radiation Oncology,Shenzhen Hospital,Cancer Hospital of Chinese Academy of Medical Sciences were performed.A retrospectively analysis was conducted on 30 cases,including 10 cases of nasopharyngeal cancer,6 cases of lung cancer,4 cases of esophageal cancer,and 10 cases of cervical cancer.For each case,a 6 MV FFF plan was designed in Pinnacle using CCC algorithm.A 2.5 mm dose grid was selected for plan optimization and dose calculation.The plan was then exported to Monaco,where dose to medium was calculated using MC algorithm and a 2.5 mm dose grid with a 1%uncertainty for each control point.Both calculations in Pinnacle and Monaco took into account the impact of the treatment couch and immobilization devices on dose attenuation.The dose differences to the target volumes and major organs at risk between Pinnacle and Monaco for 3 different body parts including the head,chest and abdomen were compared.Results(1)For nasopharyngeal cancer,compared with Pinnacle CCC algorithm,Monaco MC algorithm lowered the Vpd of PTVp,PTVn,PTVrpn,PTV1 and PTV2 by 9.98%,2.64%,15.0%,1.93%and 8.01%,elevated the Dmax of PTVp,PTVn and PTVrpn by 2.98%,5.62%and 2.39%,increased the Dmean of PTVn and PTV1 by 1.87%and 0.72%,respectively;and the Dmax of the brainstem,the Dmax of the optic chiasm,and the Dmean of the right parotid gland were 3.83%lower,7.03%higher and 1.32%higher in Monaco MC algorithm as compared with Pinnacle CCC algorithm,respectively.(2)For lung cancer and esophageal cancer,Monaco MC algorithm showed increases of 2.37%,4.18%,15.30%,6.36%and 1.04%in the Dmax of PGTV,the V20,V5 and Dmean of lungs,and the V30 of heart as compared with Pinnacle CCC algorithm,respectively.(3)For cervical cancer,the Vpd of PTV_LR,Dmax of PTV_LR,the V40 of the rectum,the Dmax of the small intestine,and the Dmean of humeral head were 7.70%lower,3.70%higher,4.31%lower,3.05%higher and 2.07%higher in Monaco MC algorithm than in Pinnacle CCC algorithm,respectively.These differences were statistically significant(P<0.05).Conclusion For the above 3 treatment sites,significant differences are found in dose calculations for target areas and organs at risk between Monaco MC algorithm and Pinnacle CCC algorithm for the same treatment plan.Attention should be paid to the differences in dose algorithms for different treatment planning systems in clinical applications,which may have impacts on patient survival rates and organ toxicity.