Objective To construct a machine learning prediction model for postoperative liver injury in patients with non-liver surgery based on preoperative and intraoperative medication indicators.Methods A case-control study was conducted on 315 patients with liver injury after non-liver surgery selected from the databases developed by 3 large general hospitals from January 2014 to September 2022.With the positive/negative ratio of 1 ∶3,928 cases in corresponding period with non-liver surgery and without liver injury were randomly matched as negative control cases.These 1243 patients were randomly divided into the modeling group(n=869)and the validation group(n=374)in a ratio of 7∶3 using the R language setting code.Preoperative clinical indicators(basic information,medical history,relevant scale score,surgical information and results of laboratory tests)and intraoperative medication were used to construct the prediction model for liver injury after non-liver surgery based on 4 machine learning algorithms,k-nearest neighbor(KNN),support vector machine linear(SVM),logic regression(LR)and extreme gradient boosting(XGBoost).In the validation group,receiver operating characteristic(ROC)curve,precision-recall curve(P-R),decision curve analysis(DCA)curve,Kappa value,sensitivity,specificity,Brier score,and F1 score were applied to evaluate the efficacy of model.Results The model established by 4 machine learning algorithms to predict postoperative liver injury after non-liver surgery was optimal using the XGBoost algorithm.The area under the receiver operating characteristic curve(AUROC)was 0.916(95%CI:0.883～0.949),area under the precision-recall curve(AUPRC)was 0.841,Brier score was 0.097,and sensitivity and specificity was 78.95%and 87.10%,respectively.Conclusion The postoperative liver injury prediction model for non-liver surgery based on the XGBoost algorithm has effective prediction for the occurrence of postoperative liver injury.

BACKGROUND:Stem cell transplantation is a new way to prevent and cure intervertebral disc degeneration.However,whether the transplanted stem cells can survive,proliferate,differentiate,and restore the function of nucleus pulposus cells after transplantation,is the key and difficult point to overcome. OBJECTIVE:To explore the effects of Bushenhuoxue decoction on survival,proliferation,and nucleus pulposus-like differentiation of adipose-derived stem cells. METHODS:A Transwell chamber was used to construct a co-culture model of human adipose-derived stem cells and human degenerative nucleus pulposus cells.The experiment was divided into control group,model group,drug-containing serum group,and drug-free serum group.Except for the control group,the co-culture system of other groups was treated with 50 μmol/L tert-butyl hydrogen peroxide for 24 hours.The drug-containing serum group and drug-free serum group were treated with DMEM low-glucose complete culture medium containing drug-containing serum of Bushenhuoxue decoction or drug-free serum with 20％volume fraction for 48 hours.The sublayer adipose-derived stem cells were taken.Toluidine blue staining was used to detect proteoglycan synthesis levels.Real-time PCR method was used to detect mRNA expression of type Ⅱ collagen,proteoglycan and SRY-box transcription factor 9.The protein expression of SOX9 was detected by western blot assay.Lactate dehydrogenase assay was used to detect cytotoxicity.Flow cytometry was used to detect reactive oxygen species,and β-galactosidase staining was used to detect cell senescence. RESULTS AND CONCLUSION:(1)Compared with the control group,the proportion of necrotic cells in the model group increased;toluidine blue staining became lighter,and the expression levels of type Ⅱ collagen,proteoglycan,SOX9 mRNA and SOX9 protein decreased(P<0.05).Compared with the model group,the drug-containing serum of Bushenhuoxue decoction could significantly reduce cell injury and promote the expression of type Ⅱ collagen,proteoglycan,SOX9 mRNA,and SOX9 protein(P<0.05),but the improvement in the drug-free serum group was not significant(P>0.05).(2)Compared with the control group,the contents of cytotoxicity,reactive oxygen species,and cell senescence in the model group were significantly increased.Compared with the model group,the microenvironment of the coculture system was significantly improved by drug-containing serum of Bushenhuoxue decoction(P<0.05),while drug-free serum had no significant effect on the microenvironment of the co-culture system(P>0.05).(3)The results show that Bushenhuoxue decoction can promote the survival,proliferation,and nucleus pulposus-like differentiation of adipose-derived stem cells.

OBJECTIVE:Exercise intervention is one of the main treatments for fibromyalgia,but there is no consistent conclusion on the choice of different exercise modalities.In this article,a network Meta-analysis was used to comprehensively and quantitatively evaluate the effects of different exercise modalities on fibromyalgia syndrome. METHODS:PubMed,EMbase,Scoups,The Cochrane Library,Web of Science,CNKI,WanFang Database,and China Biomedical Literature Database were searched for relevant literature,with a search timeframe from the establishment of each database to June 2023.The outcome indicators included five continuous variables,including fibromyalgia impact questionnaire-revised(FIQ)scores,visual analogue scale(VAS)scores,quality of life,quality of sleep,and depression.The Cochrane Risk of Bias Assessment Tool was used to evaluate the quality of the included literature.RevMan 5.4 software was used to perform effect sizes,subgroup analyses,and sensitivity analyses of the data.Stata 17 software was used to perform reticulation and network Meta-analysis of the data. RESULTS:A total of 13 articles with 14 randomized controlled trials were finally included.The overall methodological quality of the literature was high.The results of traditional Meta-analysis showed that,compared with the control group,exercise therapy significantly improved the FIQ score[standardized mean difference(SMD)=-0.67,95％confidence interval(CI):-0.83 to-0.50,P<0.01],VAS score(SMD=-0.72,95％CI:-0.90 to-0.54,P<0.01),quality of life(SMD=1.03,95％CI:0.45 to 1.61,P=0.000 5),sleep quality(SMD=-0.62,95％CI:-0.98 to-0.25,P=0.001),and depression(SMD=-0.63,95％CI:-1.09 to-0.18,P=0.007).Network Meta-analysis showed that the probability of optimal intervention effect of exercise modalities on FIQ scores was ranked as:mind-body exercise(86.5)>resistance exercise(70.5)>aerobic exercise(41.7);the probability of optimal intervention effect of exercise modalities on VAS scores was ranked as:resistance exercise(85.3)>mind-body exercise(74.3)>aerobic exercise(34.5). CONCLUSION:Exercise therapy significantly improves FIQ scores,VAS scores,quality of life,sleep quality,and depression in patients with fibromyalgia syndrome.Mind-body exercise and resistance exercise are the most effective exercise modalities to reduce FIQ scores and VAS scores in patients with fibromyalgia syndrome.

Hepatocellular carcinoma(HCC)is one of the most common malignancies with high morbidity and mortality rates worldwide.With the advances in molecular biology and tumor immunology,molecular-targeted agents represented by tyrosine kinase inhibitors(such as sorafenib and lenvatinib)and immunotherapy represented by PD-1/PD-L1 monoclonal antibodies have brought hope for patients with advanced HCC.The combination of immunotherapy and anti-angiogenic therapy can further improve the treatment outcome of patients.In addition,the optimization and integration of stereotactic body radiotherapy,local treatment,and systemic treatment may maximize the benefits of patients.In the future,through a deep understanding of the heterogeneity of HCC,the development of precision molecular subtyping and individualized treatment,and the establishment of a multidisciplinary collaborative diagnosis and treatment system,systemic therapy is expected to achieve long-term management of advanced HCC.This article reviews the current status and advances in systemic therapy for advanced HCC.

Sepsis is a multi-organ dysfunction syndrome caused by infection and immune dysfunction, with a high mortality rate. It affects multiple important organs such as the heart, lungs, kidneys, liver, and brain. Establishing corresponding animal models of organ dysfunction syndrome is an essential step in clarifying its pathogenesis, researching potential effective drugs, and evaluating the effectiveness and safety of treatment plans. This article first summarizes classic modeling methods for sepsis related organ injury, including the destruction of intestinal barrier tissue integrity and the implantation of pathogens or toxic drugs. The former mainly includes cecal ligation and puncture, ascending colon stent implantation, and cecal ligation incision. The latter is divided into intraperitoneal injection, intravenous injection, and intratracheal administration based on the clinical infection route being simulated. Cecal ligation and puncture and lipopolysaccharide intraperitoneal injection are the most commonly used methods. Secondly, this article summarizes the common modeling methods and evaluation methods for animal models of sepsis-induced cardiomyopathy, acute lung injury, acute kidney injury, acute liver injury, and brain dysfunction. It points out that almost all organ injuries use classic modeling methods, and different organ injury models have additional modifications according to their different pathogenesis. For example, in addition to the classic modeling methods, lipopolysaccharide instillation in the trachea is more effective in modeling acute lung injury as it better simulates lung barrier dysfunction. Cecal ligation and puncture followed by Pseudomonas instillation in the trachea in a secondary challenge model better represents sepsis-induced acute kidney injury. Intraperitoneal injection of galactosamine is a mature modeling method of sepsis-induced acute liver injury. Intracerebral injection of lipopolysaccharide is a feasible model of sepsis-associated encephalopathy. In addition to the different modeling methods, there are differences in the administration time, dosage and experimental time points according to the different experimental purposes. This article reviews the research progress of animal experimental models for sepsis-induced cardiomyopathy, acute lung injury, acute kidney injury, acute liver injury, and brain dysfunction, aiming to provide a reference for the selection of animal experimental models and optimization of experimental design.

To achieve the goals of carbon peak and carbon neutrality (double carbon), China has been updating and developing low-carbon coal-fired power generation technology. While reducing carbon dioxide emissions, it has achieved a significant reduction in emissions of pollutants such as particulate matter, sulfur dioxide, and nitrogen oxides. However, at the same time, with the relative increase in emissions of certain pollutants such as sulfur trioxide, ammonia, and volatile organic compounds, the types and proportions of pollutant emissions have changed. This study summarized the technological improvements in coal-fired power generation both domestically and internationally, as well as the types and proportions of pollutants emitted by different coal-fired power generation modes. It also reviewed the epidemiological research progress on the impact of pollutants emitted from coal-fired power generation on the cardiopulmonary health of the population, expounded environmental impact of different coal-fired power models, and analyzed the changes in population exposure load and cardiopulmonary health benefits of low-carbon coal-fired power generation emissions, aiming to provide references for achieving carbon reduction and emission reduction goals and protecting the health of the population.

3 cases with dental implant entered into the maxillary sinus by accident during posterior maxillary dental implant surgery were reported in this work.The implants were localized by CBCT scanning and removed by endoscope assisted extraction through the refined Cald-well-Luc approach under local anesthesia.The results showed that all 3 implants were successfully removed,highlighting the efficacy of en-doscopic-assisted techniques in minimizing trauma,ensuring accurate positioning and providing a clear surgical field of vision.

Inflammatory myofibroblastoma is a rare soft tissue tumor that is most common in the lungs and less common in the bladder. Inflammatory myofibroblastoma is a borderline tumor with a probability of malignant transformation, and surgical resection is the preferred treatment. Umbilical duct cysts belong to benign lesions and can be treated conservatively for asymptomatic patients. Surgical resection is preferred for those with concurrent infections. Due to the lack of specificity in clinical and imaging manifestations of cystitis myofibroblastoma, it is prone to misdiagnosis and over treatment. Currently, the diagnosis mainly relies on postoperative pathological results.

Objective:To measure the magnetic field correction factor of reference ionization chamber in a 1.5 T magnetic field and to explore the response of the ionization chamber among different angles between magnetic field and ionization chamber axis.Methods:A home-made magnetic compatible one-dimensional water tank was used to measure the response of PTW30013 and IBA FC65-G in 7 MV photon beam of Elekta Unity with and without magnetic field. The ionizing current was collected by PTW UNIDOS Tango electrometer. The effective measurement point of ionization chamber was positioned to the isocenter of MR-linac using electronic portal image device. The influence on water absorbed dose of reference point was obtained by Monte Carlo calculations.Results:The response of ionization chambers in strong magnetic field was related to the angle between chamber axis and magnetic field. The response of ionization chamber was significantly affected in perpendicular magnetic field with a deviation up to 4.54% compared to parallel magnetic field. The deviation between the magnetic field correction factors measured for parallel or reverse-parallel was 0.03%-0.24%. The magnetic field correction factors for PTW30013 and FC65-G measured in parallel magnetic field were 0.9934±0.0077 and 0.9990±0.0076, respectively.Conclusions:This study experimentally verifies that positioning the ionization chamber axis parallel to the magnetic field direction in MR-linac reference dosimetry can minimize the magnetic field impact. The determined magnetic field correction factor and uncertainty in 1.5 T magnetic field can provide necessary data for establishing an MR-linac reference dosimetry protocol.

To achieve the goals of carbon peak and carbon neutrality (double carbon), China has been updating and developing low-carbon coal-fired power generation technology. While reducing carbon dioxide emissions, it has achieved a significant reduction in emissions of pollutants such as particulate matter, sulfur dioxide, and nitrogen oxides. However, at the same time, with the relative increase in emissions of certain pollutants such as sulfur trioxide, ammonia, and volatile organic compounds, the types and proportions of pollutant emissions have changed. This study summarized the technological improvements in coal-fired power generation both domestically and internationally, as well as the types and proportions of pollutants emitted by different coal-fired power generation modes. It also reviewed the epidemiological research progress on the impact of pollutants emitted from coal-fired power generation on the cardiopulmonary health of the population, expounded environmental impact of different coal-fired power models, and analyzed the changes in population exposure load and cardiopulmonary health benefits of low-carbon coal-fired power generation emissions, aiming to provide references for achieving carbon reduction and emission reduction goals and protecting the health of the population.