Objective By combining biological detection and imaging evaluation, a clinical prediction model is constructed based on a large cohort to improve the accuracy of distinguishing between benign and malignant pulmonary nodules. Methods A retrospective analysis was conducted on the clinical data of the 32 627 patients with pulmonary nodules who underwent chest CT and testing for 7 types of lung cancer-related serum autoantibodies (7-AABs) at our hospital from January 2020 to April 2024. The univariate and multivariate logistic regression models were performed to screen independent risk factors for benign and malignant pulmonary nodules, based on which a nomogram model was established. The performance of the model was evaluated using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Results A total of 1 017 patients with pulmonary nodules were included in the study. The training set consisted of 712 patients, including 291 males and 421 females, with a mean age of (58±12) years. The validation set included 305 patients, comprising 129 males and 176 females, with a mean age of (58±13) years. Univariate ROC curve analysis indicated that the combination of CT and 7-AABs testing achieved the highest area under the curve (AUC) value (0.794), surpassing the diagnostic efficacy of CT alone (AUC=0.667) or 7-AABs alone (AUC=0.514). Multivariate logistic regression analysis showed that radiological nodule diameter, nodule nature, and CT combined with 7-AABs detection were independent predictors, which were used to construct a nomogram prediction model. The AUC values for this model were 0.826 and 0.862 in the training and validation sets, respectively, demonstrating excellent performance in DCA. Conclusion The combination of 7-AABs with CT significantly enhances the accuracy of distinguishing between benign and malignant pulmonary nodules. The developed predictive model provides strong support for clinical decision-making and contributes to achieving precise diagnosis and treatment of pulmonary nodules.

Poloxamer， as a non-ionic surfactant， exhibits a unique triblock [polyethylene oxide-poly （propylene oxide）-polyethylene oxide] structure， which endows it with broad application potential in various fields， including solid dispersion technology， nanotechnology， gel technology， biologics， gene engineering and 3D printing. As a carrier， it enhances the solubility and bioavailability of poorly soluble drugs. In the field of nanotechnology， it serves as a stabilizer etc.， enriching preparation methods. In gel technology， its self-assembly behavior and thermosensitive properties facilitate controlled drug release. In biologics， it improves targeting efficiency and reduces side effects. In gene engineering， it enhances delivery efficiency and expression levels. In 3D printing， it provides novel strategies for precise drug release control and the production of high-quality biological products. As a versatile material， poloxamer holds promising prospects in the pharmaceutical field.

ObjectiveTo study the clinical characteristics and influencing factors of rheumatoid arthritis （RA） in the patients with cold dampness obstruction syndrome. MethodsThe RA patients treated in the Department of Traditional Chinese Medicine and Rheumatology of the China-Japan Friendship Hospital from August 2022 to June 2024 were selected. The demographic information， clinical data， laboratory test results， and traditional Chinese medicine （TCM） symptom information were collected for syndrome differentiation， on the basis of which the characteristics and influencing factors of cold dampness obstruction syndrome were analyzed. ResultsA total of 258 RA patients were selected in this study， including 88 （34.1%） patients with cold dampness obstruction syndrome， 53 （20.5%） patients with dampness and heat obstruction syndrome， 31 （12.0%） patients with wind dampness obstruction syndrome， 29 （11.2%） patients with liver-kidney deficiency syndrome， 19 （7.4%） patients with Qi-blood deficiency syndrome， 14 （5.4%） patients with phlegm-stasis obstruction syndrome， 15 （5.8%） patients with stasis obstructing collateral syndrome and 9 （3.5%） patients with Qi-Yin deficiency syndrome. The patients were assigned into two groups of cold dampness obstruction syndrome and other syndromes. The group of cold dampness obstruction syndrome had lower joint fever， 28-tender joint count （TJC28）， and 28-joint disease activity score （DAS28）-C-reactive protein （CRP） and higher central sensitization， cold feeling of joints， fear of wind and cold， cold limbs， and abdominal distention than the group of other syndromes （P<0.05）. The binary logistic regression analysis showed that central sensitization （OR 5.749， 95%CI 2.116-15.616， P<0.001） and DAS28-CRP （OR 0.600， 95% CI 0.418-0.862， P=0.006） were the independent factors influencing cold dampness obstruction syndrome in RA. ConclusionCold dampness obstruction syndrome is a common syndrome in RA patients. It is associated with central sensitization， cold feeling of joints， abdominal distension and may be a clinical syndrome associated with central sensitization.

Objective To explore the influencing factors of rational perioperative drug use,and to establish a rationality prediction model based on machine learning to assist pharmacists in prescription review.Methods A retrospective analysis was conducted on the perioperative prescription data of neurosurgery patients from a tertiary hospital and a central hospital in Shanxi Province between March 2021 and March 2023.Univariate analysis and multivariate Logistic regression were initially used to identify factors influencing rational drug use,followed by Lasso regression and multicollinearity analysis to select important variables.The data was split into a training set and test set at a ratio of 7∶3,and decision tree(DT),multi-layer perceptron(MLP),extreme gradient boosting(XGBoost),support vector machine(SVM),and random forest(RF)learning models were constructed.Results A total of 1 500 prescriptions were included,of which 668 were classified as rational and 832 as irrational.In both the training and test sets,the AUC values of the DT,XGBoost,and RF models exceeded 0.9.The DT model showed the highest sensitivity(0.81),while the RF model demonstrated the highest specificity(0.90).In the RF model,the number of comorbidities,preoperative waiting time,total hospitalization cost,prescribing physician's title,and adverse reaction occurrence negatively impacted prescription rationality,whereas the number of drugs,age,and administration route positively influenced rationality.Conclusion The machine learning-based rational drug use prediction model demonstrates strong predictive performance,effectively assisting pharmacists in prescription review and helping to reduce the incidence of irrational drug use.

Objective To explore early postoperative gait characteristics and clinical outcomes after total knee arthroplasty(TKA).Methods From February 2023 to July 2023,26 patients with unilateral knee osteoarthritis(KOA)were treated with TKA,including 4 males and 22 females,aged from 57 to 85 years old with an average of(67.58±6.49)years old;body mass in-dex(BMI)ranged from 18.83 to 38.28 kg·m-2 with an average of(26.43±4.15)kg·m-2;14 patients on the left side,12 pa-tients on the right side;according to Kellgren-Lawrence(K-L)classification,6 patients with grade Ⅲ and 20 patients with grade Ⅳ;the courses of disease ranged from 1 to 14 years with an average of(5.54±3.29)years.Images and videos of standing up and walking,walking side shot,squatting and supine kneeling were taken with smart phones before operation and 6 weeks after operation.The human posture estimation framework OpenPose were used to analyze stride frequency,step length,step length,step speed,active knee knee bending angle,stride length,double support phase time,as well as maximum hip flexion angle and maximum knee bending angle on squatting position.Western Ontario and McMaster Universities(WOMAC)arthritis index and Knee Society Score(KSS)were used to evaluate clinical efficacy of knee joint.Results All patients were followed up for 5 to 7 weeks with an average of(6.00±0.57)weeks.The total score of WOMAC decreased from(64.85±11.54)before op-eration to(45.81±7.91)at 6 weeks after operation(P＜0.001).The total KSS was increased from(101.19±9.58)before opera-tion to(125.50±10.32)at 6 weeks after operation(P＜0.001).The gait speed,stride frequency and stride length of the affected side before operation were(0.32±0.10)m·s-1,(96.35±24.18)steps·min-1,(0.72±0.14)m,respectively;and increased to(0.48±0.11)m·s 1,(104.20±22.53)steps·min-1,(0.79±0.10)m at 6 weeks after operation(P＜0.05).The lower limb support time and active knee bending angle decreased from(0.31±0.38)sand(125.21±11.64)° before operation to(0.11±0.04)s and(120.01±13.35)° at 6 weeks after operation(P＜0.05).Eleven patients could able to complete squat before operation,13 patients could able to complete at 6 weeks after operation,and 9 patients could able to complete both before operation and 6 weeks after operation.In 9 patients,the maximum bending angle of crouching position was increased from 76.29° to 124.11° before operation to 91.35° to 134.12° at 6 weeks after operation,and the maximum bending angle of hip was increased from 103.70° to 147.25° before operation to 118.61° to 149.48° at 6 weeks after operation.Conclusion Gait analysis technology based on artificial intelligence image recognition is a safe and effective method to quantitatively identify the changes of pa-tients'gait.Knee pain of KOA was relieved and the function was improved,the supporting ability of the affected limb was im-proved after TKA,and the patient's stride frequency,stride length and stride speed were improved,and the overall movement rhythm of both lower limbs are more coordinated.

Objective To investigate the effect of platelet-rich plasma(PRP)combined with adipose-derived stem cells(ADSCs)loaded calcium alginate gel on repairing cartilage defects.Methods ADSCs were isolated and cultured from subcutaneous fat of New Zealand white rabbits.The rabbit articular cartilage defect model was created,and then ADSCs were implanted onto PRP loaded calcium alginate gel to construct tissue engineered cartilage and transplant to the defect.The experiment was divided into three groups:the control group,the PRP group and the PRP ADSCs calcium alginate gel group,with 10 rabbits in each group.The morphology and growth of cells were observed after operation.Toluidine blue staining and type Ⅱ collagen immunohistochemical staining were used to detect the chondrogenic characteristics of ADSCs.CCK-8 method was used to detect the proliferation activity of ADSCs.RT-PCR was used to detect the expression of type Ⅱcollagen mRNA and proteoglycan mRNA.Results Under the inverted phase contrast microscope,ADSCs showed typical morphology of mesenchymal stem cells,which was spindle or oval,with abundant cytoplasm and regular nuclear shape.With the extension of culture time,ADSCs gradually showed a good growth state,the number of cells increased,the connection between cells was tight,and the morphology was regular.In the control group,there was no obvious repair in the cartilage defect area,with light blue staining and a large number of ADSCs.The cartilage defect area in the PRP group was partially repaired and stained blue,and the number of ADSCs was more than that in the control group.The repair effect of cartilage defect area in the PRP ADSCs calcium alginate gel group was the best,the staining was dark blue,and the number of ADSCs was more than that in the PRP group.After 14 days of induction,the ADSCs were positive for toluidine blue metachromostaining,and purple red metachromostaining appeared in the cytoplasm and the surrounding cells.Type Ⅱ collagen immunohis-tochemical staining showed that the average gray value of ADSCs cells in the PRP ADSCs calcium alginate gel group was significantly higher than that in other groups(P<0.05);and the positive cells showed brownish yellow granules in the cytoplasm and yellow staining around the cells.CCK-8 test showed that the ADSCs in the PRP ADSCs calcium alginate gel group entered exponential growth on the second day,and that in the control group began to enter exponential growth on the third day.During the observation period,the OD value of ADSCs in the PRP ADSCs calcium alginate gel group was significantly higher than that in other groups(P<0.05).The expression of type II collagen mRNA in the PRP ADSCs calcium alginate gel group was significantly higher than that in other groups(P<0.05).The proteoglycan mRNA expression of ADSCs in the three groups increased with time.On the 14th and 21st day,the proteoglycan mRNA expression of ADSCs in the PRP ADSCs calcium alginate gel group was significantly higher than that in other groups(P<0.05).Conclusion The tissue engineered cartilage constructed by the complex formed by PRP,ADSCs and calcium alginate gel can improve the proliferation activity of ADSCs and the mRNA expression levels of collagen type II and proteoglycan,and the defective articular cartilage can be repaired significantly.

Objective With the widespread of transcatheter aortic valve replacement(TAVR)in patients with severe symptomatic aortic stenosis(AS),the life-cycle management has become a major determinant of prognosis.Methods A total of 408 AS patients who underwent successfully TAVR from June 2021 to August 2023 were consecutively enrolled in Hospital Valve Intervention Center.Patients were assigned to the Usual Care(UC)group between June 2021 and October 2022,while patients were assigned to the Heart Multi-parameter Monitoring(HMM)group between November 2022 and August 2023.The primary endpoint was defined as composite endpoint within 6 months post-TAVR,including all-cause death,cardiovascular death,stroke/transient ischemic attack,conduction block,myocardial infarction,heart failure rehospitalization,and major bleeding events.Secondary endpoints were the time interval(in hours)from event occurrence to medical consultation or advice and patient satisfaction.Statistical analysis was performed using Kaplan-Meier and multivariable Cox proportional hazards models.Results The incidence of primary endpoint in HMM group was significantly lower than that in UC group(8.9％vs.17.7％,P=0.016),the driving event was the rate of diagnosis and recognition of conduction block.The average time intervals from event occurrence to receiving medical advice were 3.02 h in HHM group vs.97.09 h in UC group(P＜0.001).Using cardiac monitoring devices and smart healthcare platforms provided significant improving in patients long-term management(HR 0.439,95％CI 0.244-0.790,P=0.006).Conclusions The utilization of cardiac monitoring devices and smart healthcare platforms effectively alerted clinical events and improved postoperative quality of life during long-term management post TAVR.

The medicinal value of vanilla planifolia is of great interest.We analyzed the common princi-pal components of VOCs in different parts of vanilla planifolia,and the human serum albumin (HSA),β-lactoglobulin (β-La) andα-lactalbumin (α-La) were used as template proteins to establish a chain a-nalysis approach with the 'solid phase microextraction gas chromatography-mass spectrometry-multispec-troscopy-physical modelling-pharmacokinetics' (S-M-P-P ) .The mechanisms of the transport and phar-macodynamics for the common principal components of vanilla planifolia were analyzed.The results showed that the common primary VOCs in different parts of vanilla planifolia was vanillin (Van),which attenuated the endogenous fluorescence of HSA/β-La/α-La by static bursting,and formed hydrogen bonds and Van der Waals forces with HSA,and noncovalent complexes with β-La/α-La through hydro-phobic forces.Their interaction facilitates the transport of Van in vivo to intestinal and hepatic tissues and its metabolism by CYP1A2 and CYP2C9 enzymes to exert its pharmacological effects.This study provides a comprehensive and in-depth investigation of the transport mechanisms and pharmacological effects of VOCs from vanilla planifolia,which provides an important reference for understanding the medicinal po-tential of plant derived VOCs.

Objective:Myelodysplastic syndrome(MDS)is a group of heterogeneous clonal disorders originating from hematopoietic stem cells,characterized by hemocytopenia and a high risk of transformation to acute myeloid leukemia(AML).The expected survival time of MDS patients varies widely,and accurate prognostic assessment is particularly important.Currently,patients with MDS are usually classified into a higher-risk group(HR-MDS)and a lower-risk group(LR-MDS)based on clinical prognostic scoring systems,but these scoring systems have certain limitations.Patients with LR-MDS account for 2/3 of MDS patients,with a lower risk of disease progression and a better prognosis,and their treatment mainly relies on erythropoiesis-stimulating agents,immunosuppressants and component transfusion.However,some LR-MDS patients still have poor prognosis,and the existing prognostic scoring systems cannot accurately evaluate their prognosis.In this review,the potential factors that may influence the prognosis of MDS patients beyond the existing assessment criteria were briefly summarized,with the aim of providing reference for the prognosis evaluation and treatment of LR-MDS patients.

Objective:To analyze the effects of preoperative renin-angiotensin system inhibitor (RASi) use on postoperative renal function and short-term and long-term prognosis in patients undergoing coronary artery bypass grafting (CABG).Methods:A retrospective cohort analysis was conducted. Based on the registration study data of CABG patients at Fuwai Hospital, Chinese Academy of Medical Sciences, the clinical data of adult patients who underwent CABG from January 2013 to December 2022 were analyzed. Preoperative use of RASi (PreRASi) was defined as receiving RASi treatment within 48 hours before surgery. Postoperative acute kidney injury (AKI) was defined using the diagnostic criteria of Kidney Disease: Improving Global Outcomes (KDIGO). Demographic characteristics, past medical history, comorbidities, preoperative medication, preoperative laboratory test results, specific information on surgical procedures, and postoperative treatment related data were extracted. The primary endpoint was the incidence of postoperative AKI. Secondary endpoints included in-hospital all-cause mortality and all-cause mortality within the longest follow-up period. According to whether RASi was used before surgery, the patients were divided into PreRASi group and No-PreRASi group. The baseline data of the two groups were balanced by propensity score matching (PSM). Logistic regression model and Cox proportional hazards model were used to assess the correlation between PreRASi and postoperative AKI and clinical outcomes, and analyze the subgroups of hypertension and heart failure with preserved ejection fraction (HFpEF) in the cohort.Results:A total of 33?884 patients who underwent CABG were included, with a mean follow-up duration of (3.0±2.4) years and the longest follow-up duration up to 8.5 years. There were 9?128 cases (26.94%) in the PreRASi group and 24?756 cases (73.06%) in the No-PreRASi group. The incidence of postoperative AKI in the PreRASi group was 47.61% (4?346 cases), compared to 52.37% (12?964 cases) in the No-PreRASi group. Two groups were matched with 5?094 patients each. Compared to the No-PreRASi group, both before and after PSM, PreRASi was associated with a reduction of risk of postoperative AKI [before PSM: odds ratio ( OR) = 0.834, 95% confidence interval (95% CI) was 0.793-0.877, P < 0.001; after PSM: OR = 0.875, 95% CI was 0.808-0.948, P = 0.001]. Subgroup analysis of hypertensive and HFpEF patients showed that PreRASi was associated with a decreased risk of postoperative AKI before and after PSM. The in-hospital mortality for the PreRASi and No-PreRASi groups were 0.61% (56 cases) and 0.49% (121 cases), respectively. Analysis of the overall cohort and subgroups with hypertension and HFpEF showed no correlation between PreRASi and in-hospital mortality or longest follow-up mortality. Conclusion:The perioperative use of RASi can reduce the risk of postoperative AKI in patients undergoing CABG, has a certain renal protective effect, but is not associated with short-term or long-term death risk after surgery.