Objective To predict the lymph node metastasis status of patients with invasive pulmonary adenocarcinoma by constructing machine learning models based on primary tumor radiomics, peritumoral radiomics, and habitat radiomics, and to evaluate the predictive performance and generalization ability of different imaging features. Methods A retrospective analysis was performed on the clinical data of 1 263 patients with invasive pulmonary adenocarcinoma who underwent surgery at the Department of Thoracic Surgery, Jiangsu Province Hospital, from 2016 to 2019. Habitat regions were delineated by applying K-means clustering (average cluster number of 2) to the grayscale values of CT images. The peritumoral region was defined as a uniformly expanded area of 3 mm around the primary tumor. The primary tumor region was automatically segmented using V-net combined with manual correction and annotation. Subsequently, radiomics features were extracted based on these regions, and stacked machine learning models were constructed. Model performance was evaluated on the training, testing, and internal validation sets using the area under the receiver operating characteristic curve (AUC), F1 score, recall, and precision. Results After excluding patients who did not meet the screening criteria, a total of 651 patients were included. The training set consisted of 468 patients (181 males, 287 females) with an average age of (58.39±11.23) years, ranging from 29 to 78 years, the testing set included 140 patients (56 males, 84 females) with an average age of (58.81±10.70) years, ranging from 34 to 82 years, and the internal validation set comprised 43 patients (14 males, 29 females) with an average age of (60.16±10.68) years, ranging from 29 to 78 years. Although the habitat radiomics model did not show the optimal performance in the training set, it exhibited superior performance in the internal validation set, with an AUC of 0.952 [95%CI (0.87, 1.00)], an F1 score of 84.62%, and a precision-recall AUC of 0.892, outperforming the models based on the primary tumor and peritumoral regions. Conclusion The model constructed based on habitat radiomics demonstrated superior performance in the internal validation set, suggesting its potential for better generalization ability and clinical application in predicting lymph node metastasis status in pulmonary adenocarcinoma.

Objective:To provide references for the application of finite element model in the study of cervical vertebra by statistically analysing the frequency, numerical value, properties, and boundary setting of the finite element model and the corresponding material features as well as boundary settings in the literature.Methods:The literature on cervical vertebra-related finite element models was collected from CNKI, Wanfang, VIP, PubMed, Web of Science, and Embase databases from January 2013 to December 2023. The quality assessment was followed by manual screening. The data sources, application classification, material properties (Young’s modulus and Poisson’s ratio), and boundary conditions of cervical vertebra, cervical intervertebral, and cervical ligaments were statistically analyzed.Results:A total of 102 papers were included. The finite element models of the cervical vertebra were derived from medical image reconstruction modeling techniques, predominantly CT plain scan and magnetic resonance imaging. Among the 102 cervical vertebra models, the C3-C7 (lower cervical segment) model appeared with the highest frequency (19). The Young’s modulus of the cortical bone, cancellous bone, and posterior structure of cervical vertebrae were set at about 12 000 or 10 000, 440, and 3 600 MPa, respectively, and the Poisson’s ratios were mainly set at about 0.29 or 0.30, 0.29, and 0.29. The Young’s modulus of the cervical intervertebral disc endplate, nucleus pulposus, and annulus fibrosus were concentrated around 500 or 2 000, 1, and 100 MPa, respectively, and the Poisson’s ratios were set at about 0.40, 0.50, and 0.40, respectively. The Young’s modulus of the anterior longitudinal ligament, posterior longitudinal ligament, transverse ligament, ligamentum flavum, interspinous ligament, capsular ligament, and articular cartilage of the cervical spine were set around 30, 20, 20, 6-10, 4-8, 10 or 20, 10 MPa, and the Poisson’s ratios were set at aoubt 0.30, 0.30, 0.30, 0.30, 0.30, 0.40, and 0.30, respectively. The Young’s modulus of the upper cervical interdental ligament, lamina, cruciate ligament, nuchal ligament, and pterygoid ligament were set at about 10, 10, 10 or 20, 20, and 5 MPa, respectively, and the Poisson’s ratios were set at about 0.30. Head weight settings were more common at 50, 74, and 100 N.Conclusions:The finite element model of the cervical vertebra has great value in the study of cervical spondylosis, but further optimization is still needed in the assignment of material properties, mesh division, and model verification to improve the accuracy and clinical applicability of the model.

Aim To study the mechanism of action of licorice in alleviating cisplatin liver injury.Methods Forty-eight SD rats were randomly divided into a blank group,a model group,a positive control group and lico-rice administration groups(450,900 and 1 800 mg·kg-1).After 5 days of prophylactic administration,8 mg·kg-1 of cisplatin was injected intraperitoneally in-to the model,positive control,and licorice administra-tion groups to establish an acute liver injury model.LC-MS/MS untargeted metabolomics was used to ana-lyze the differential metabolites and metabolic pathways of licorice to alleviate cisplatin acute liver injury.Re-sults PLS-DA score plots showed significant separa-tion of metabolomics samples.The analysis yielded 119 differential metabolites associated with cisplatin liver injury,of which 31 differential metabolites were signifi-cantly regressed after licorice intervention and were mainly involved in D-arginine and D-ornithine metabo-lism;parathyroid hormone synthesis,secretion,and ac-tion;tyrosine metabolism;biosynthesis of phenylala-nine,tyrosine,and tryptophan;β-alanine metabolism;and amino acid and nucleotide sugar metabolism.Con-clusions Metabolomics analysis indicates that licorice can alter the metabolic profile of cisplatin-induced he-patic injury rats,and its mechanism of action may be related to its improvement of the levels of differential metabolites and its involvement in the regulation of a-mino acid metabolism and other related pathways.

Objective:To assess the efficiency and safety of combining lenvatinib with DEB-TACE for the treatment of unresectable large hepatocellular carcinoma,accompanied by PVTT,in order to provide insights into its potential as a therapeutic approach.Method:Patients with hepa-tocellular carcinoma and portal vein tumor thrombus,who were diagnosed and treated at Linyi Can-cer Hospital between June 2019 and June 2021,were chosen as the subjects of this study.Patient allocation into the experimental group(23 cases)and control group(27 cases)was based on indi-vidual preferences,ensuring a random distribution of participants.The DEB-TACE treatment was administered to the control group,while the experimental group received a combination of DEB-TACE and lenvatinib.The effectiveness of lenvatinib was assessed in the immediate post-surgery period,the patients'survival was monitored,and any associated side effects were documented.Result:3 months after treatment,the objective remission rates of the experimental group and the control group were 91.31％and 66.67％,and the disease control rates were 100％and 77.78％.The difference was statistically significant(P＜0.05).3 months after treatment,the regression rates of tumor thrombus in the experimental group and the control group were 60.87％and 29.63％,the difference was statistically significant(P＜0.05).The progression free survival time of the experi-mental group and the control group was 11 months and 8 months,the difference was statistically significant(P＜0.05);The median survival time of the experimental group and the control group was 20 months and 14 months,and the difference was statistically significant(P＜0.05).The main ad-verse reactions of the experimental group were hypertension,diarrhea,hand foot syndrome,rash,fatigue,loss of appetite,etc.,all of which were less than or equal to grade 3,and could be basically relieved after symptomatic treatment.Conclusion:The combination of DEB-TACE and lenvatinib is proven to be a safe and well-tolerated treatment for unresectable large hepatocellular carcinoma with portal vein tumor thrombus.This therapy not only effectively controls tumor progression but also prolongs survival time.

Objective To evaluate the performance of the disposable medical protective clothing in blocking the penetration of infectious agents,in order to provide data support for the setting of such performance indexes when the GB 19082 is revised.Methods Totally 10 batches of different brands and models of protective clothing were selected,and tests were carried out for penetration resistance to synthetic blood,phage,wet microorganisms,dry microorganisms and contaminated liquid aerosol and particle filtration efficiency according to YY/T 0700-2008,YY/T 0689-2008,YY/T 0506.6-2009,GB 19082-2009,YY/T 0506.5-2009 and YY/T 1799-2020.Results There were 2 batches of protective clothing with anti-synthetic blood penetration performance level 2,3,4,5 and 6,respectively;all the protective clothing had the highest level 6 for anti-wet microorganisms penetration,part of whom had the levels for the resistance to phage penetration lower than those for preventing anti-synthetic blood penetration;all of the protective clothing had the particle filtration efficiencies higher than 95％,and had the highest level 3 for anti-dry microorganisms penetration;there're 5 batches of protective clothing with the highest level 3 for contaminated liquid aerosol penetration,1 batch with level 2 and the remained 4 batches with undetermined levels,which all had an average logarithmic reduction higher than 4.5 after penetration.Conclusion Particle filtration efficiency and resistance to phage penetration may be involved in the requirements for resistance to infective agent penetration in revised GB 19082 for evaluating the ability of protective clothing materials to block microorganisms in airborne particles and liquid contaminants.[Chinese Medical Equipment Journal,2024,45(5):16-21]

The concept and harms of hypothermia were introduced.The research progress of the intelligent warning equipment and model for hypothermia was reviewed,and the advantages and problems in practical application were analyzed.It's pointed out the intelligent warning equipment had to be improved in environmental adaptability,operational convenience and functio-nal stability and the model be enhanced in robustness,large-scale clinical validation and warning parameter accessibility.[Chinese Medical Equipment Journal,2024,45(5):86-94]

The standard YY 1881-2023 Powered air-purifying respirator(PAPR)used in healthcare settings was introduced in terms of development background,foreign and China's standards involved in during its development and settings of related product performance indicators,which was interpreted from the aspects of scope of application,classificantion and marking of targeted products and main performance requirements.References were provided for correct understanding of the standard terms and product development,manufacturing,inspection and etc.[Chinese Medical Equipment Journal,2024,45(8):1-6]

The standard YY 1887-2023 Positive pressure protective clothing(PPPC)for medical use was introduced in terms of development background and foreign and China's standards involved in during the standard development,which was interpreted from the aspects of scope of application,structural composition and main performancerequirements.References were provided for correct understanding of the standard terms and product development,manufacturing,inspection and etc.[Chinese Medical Equipment Journal,2024,45(8):7-11]

The standard YY 1885-2023 Negative pressure isolators fortransport of infeectious patients was introduced in terms of development background,which was interpreted from the aspects of definition of terms,scope of application and performance requirements.References were provided for correct understanding of the standard terms and product development,manufac-turing,inspection and etc.[Chinese Medical Equipment Journal,2024,45(8):12-15]

Due to the limited treatment options of advanced gastric cancer and prone to chemoresistance,there is an urgent need for novel treatment methods to improve the prognosis of these patients.At present,immunotherapy including immune checkpoint inhibitor,adoptive cell therapy,tumor vaccine,nonspecific immune enhancer and cytokine therapy has shown good curative effect on gastric cancer.Additionally,carrier drugs and 3D printing technology have also achieved curative effects in preclinical experiments.Clinical trials used immunooncology monotherapy or combined immunochemotherapy to improve the overall survival time and objective response rate of patients with gastric cancer.Based on the preliminary evidence,we believe that immunotherapy can positively affect the natural history and improve the prognosis of patients with gastric cancer.