OBJECTIVE To analyze the influential factors of drug-induced cholestatic liver disease （DIC） related to tigecycline （TGC）， and establish a prediction model for the risk of this adverse reaction. METHODS Data of 707 hospitalized patients who received TGC treatment in our hospital from August 2022 to August 2024 were collected and randomly divided into training set （n＝566） and test set （n＝141） at a ratio of 8∶2. Prediction variables were screened using the least absolute shrinkage and selection operator regression analysis. Multivariate Logistic regression analysis was used to screen the independent risk factors for TGC-related DIC， and a nomogram prediction model was drawn based on the above factors. The prediction performance of the model was evaluated by the receiver operator characteristic curve （ROC curve） and its area under the curve （AUC）. The accuracy of the model was assessed by the Hosmer-Lemeshow goodness-of-fit test and calibration curves. The clinical net benefit of the prediction model were evaluated by decision curve analysis. RESULTS Among the 707 patients， 93 patients developed DIC， with an incidence rate of 13.15%. Gender， age， high-dose administration of TGC， intensive care unit （ICU） admission， duration of medication of TGC， and concurrent use of antifungal drug voriconazole were independent risk factors for the occurrence of TGC-related DIC （P＜0.05）. The AUC of the training set model was 0.745 （95%CI： 0.687-0.801）， with a sensitivity of 76.6% and a specificity of 60.3%. The AUC of ROC curve of the test set model was 0.762 （95%CI： 0.650-0.900）， with a sensitivity of 81.3% and a specificity of 72.0%. The Hosmer-Lemeshow goodness-of-fit test for the training set， the χ 2 value was 5.187 and P was 0.737； and for the test set， the χ 2 value was 9.980 and P was 0.266. The mean absolute error of the calibration curve for the training set was 0.012， and for the test set， it was 0.038. The risk threshold range for the training set was 4%-45%， and for the test set， it was 4%-28%. CONCLUSIONS Age， gender， high-dose administration of TGC， ICU admission， duration of medication of TGC， and concurrent use of antifungal drug voriconazole are independent risk factors for TGC-related DIC. The established TGC-related DIC risk prediction model has good prediction performance and accuracy.

ObjectiveTo evaluate the clinical efficacy and safety of Huaban Jiedu Formulation （化斑解毒方， HJF） in treating psoriasis vulgaris with blood-heat syndrome. MethodsA randomized， double-blind， placebo-controlled study was conducted with 60 patients diagnosed with psoriasis vulgaris of blood-heat syndrome. Patients were randomly assigned to either a treatment group or a control group， with 30 cases in each. The treatment group received HJF granules orally， one dose a day， combined with topical Qingshi Zhiyang Ointment （青石止痒软膏）， while the control group received placebo granules， one dose a day， combined with the same topical ointment. Both groups were topically treated twice daily of 28 days treatment cours. Psoriasis area and severity index （PASI）， visual analogue scale for pruritus （VAS）， traditional Chinese medicine （TCM） syndrome scores， dermatology life quality index （DLQI）， and psoriasis life stress inventory （PLSI） were assessed before treatment and on day 14 and day 28. Response rates for PASI 50 （≥50% reduction） and PASI 75 （≥75% reduction）， as well as overall clinical efficacy， were compared between groups. Serum levels of interleukin-6 （IL-6） and interleukin-17 （IL-17） were measured before and after 28 days of treatment. Adverse reactions during treatment were recorded. ResultsAfter 28 days of treatment， both groups showed significant reductions in PASI total score， lesion area score， erythema， scaling， and infiltration scores， pruritus VAS score， TCM syndrome score， DLQI， PLSI， and serum IL-6 and IL-17 levels （P＜0.05）. Compared to the control group， the treatment group had significantly greater improvements in PASI total score and erythema score， TCM syndrome score， serum IL-6 and IL-17 levels， and PASI 50 response rate after 28 days （P＜0.05）. Between-group comparisons of score differences before and after 28-day treatment revealed that the treatment group showed significantly better improvements in PASI total， lesion area score， erythema score， TCM syndrome score， DLQI， PLSI， and inflammatory markers （P＜0.05 or P＜0.01）. The total effective rate on day 14 and day 28 was 40.00% （12/30） and 83.33% （25/30） in the treatment group， versus 6.90% （2/29） and 41.38% （12/29） in the control group， respectively. The clinical efficacy in the treatment group was significantly superior to that in the control group （P＜0.05）. Mild gastric discomfort occurred in 3 patients in the treatment group and 1 in the control group. ConclusionHJF can effectively improve skin lesions and TCM symptoms relieve pruritus， enhance quality of life， and reduce inflammatory markers IL-6 and IL-17， in patients with blood-heat syndrome of psoriasis vulgaris， with a good safety profile.

Cardiovascular diseases and psychological disorders represent two major threats to human physical and mental health. Research on electrocardiogram (ECG) signals offers valuable opportunities to address these issues. However, existing methods are constrained by limitations in understanding ECG features and transferring knowledge across tasks. To address these challenges, this study developed a multi-resolution feature encoding network based on residual networks, which effectively extracted local morphological features and global rhythm features of ECG signals, thereby enhancing feature representation. Furthermore, a model compression-based continual learning method was proposed, enabling the structured transfer of knowledge from simpler tasks to more complex ones, resulting in improved performance in downstream tasks. The multi-resolution learning model demonstrated superior or comparable performance to state-of-the-art algorithms across five datasets, including tasks such as ECG QRS complex detection, arrhythmia classification, and emotion classification. The continual learning method achieved significant improvements over conventional training approaches in cross-domain, cross-task, and incremental data scenarios. These results highlight the potential of the proposed method for effective cross-task knowledge transfer in ECG analysis and offer a new perspective for multi-task learning using ECG signals.
Humans ; Electrocardiography/methods* ; Mental Health ; Algorithms ; Signal Processing, Computer-Assisted ; Machine Learning ; Arrhythmias, Cardiac/diagnosis* ; Cardiovascular Diseases ; Neural Networks, Computer ; Mental Disorders

The quality of traditional Chinese medicine (TCM) prescriptions (TCMPs) is critical to clinical efficacy; however, evaluating their consistency and identifying sources of variability remain challenging. This study proposes an integrated strategy to assess the quality of 100 widely sold TCMPs. A "one-for-all" chromatographic method was employed to analyze 645 sample batches. This large-scale data collection enabled statistical evaluations, such as hierarchical cluster analysis (HCA) and similarity heatmap, to identify quality inconsistencies. The introduction of a TCM-specific mass spectrometry (MS) database allowed for rapid, automated annotation of chemicals across 100 prescriptions and facilitated the tracing of raw material sources. Results indicate that 19% of prescriptions exhibited chemical inconsistencies, which are associated with high market value, low pricing, and substantial price disparities. The MS database allowed rapid annotation of 761 and 673 compounds in positive and negative modes, respectively, in 100 TCMPs, with 73 prescriptions reported for the first time. The tracing efforts succeeded in identifying >40% of the raw material sources for 51 prescriptions. P93 (Yinianjin (YNJ)) is a case in which the chromatographic profiles from three manufacturers displayed inconsistencies. Analysis using the database traced divergent peaks to Rhei Radix et R hizoma (RRER). Verification with self-prepared samples confirmed that manufacturers utilized three distinct botanical sources. This integrated strategy provides a scalable framework for quality control in TCMPs.

Objective To prepare silymarin phospholipids complex（SM-PC） and investigate its physicochemical properties. Methods On the basis of single-factor tests, the drug-lipid ratio, drug concentration and reaction temperature were selected as the factors of the central composite design and response surface methodology in the preparation of SM-PC by solvent volatilization, and the best process was optimized with the compound rate as the index. And its in vitro dissolution was measured. Results The optimum preparation technology of SM-PC was as follows: acetone was used as compound solvent, the concentration of SM was 8.0 mg/ml, the mass ratio of SM to phospholipid was 1∶1.8, the reaction temperature was 56 ℃ and the recombination rate was（95.15±1.55）% with deviation of less than 3%. The in vitro dissolution test showed that the dissolution of SM-PC was close to 90% in 60 min. The dissolution behavior of main component of silybin was similar to that of silymarin capsules（Legalon ^®）, which was higher than SM-API. Conclusion SM-PC was successfully prepared by central composite design response surface method, which significantly improved the dissolution and laid a foundation for the study of subsequent preparations.

OBJECTIVE To systematically evaluate the efficacy and safety of thalidomide combined with aclacinomycin， granulocyte colony-stimulating factor and cytarabine （CAG） regimen in the treatment of elderly patients with acute myeloid leukemia （AML）. METHODS CNKI， Wanfang data， VIP， Sino Med， PubMed， Embase， the Cochrane Library and Web of Science were searched comprehensively from the inception to Aug. 27th， 2023. Randomized controlled trials （RCTs） about thalidomide combined with CAG regimen （trial group） versus CAG regimen （control group） in the treatment of elderly AML patients were collected， and RevMan 5.3 software was used for meta-analysis of included studies. RESULTS Finally， 7 RCTs were included， with a total of 601 patients， including 307 patients in the trial group and 294 patients in the control group. Meta-analysis results showed that the trial group was superior to the control group in enhancing the overall response rate [Z＝4.75， P＜0.000 01， OR＝2.80， 95%CI （1.83，4.28）]， complete remission rate [Z＝2.82， P＝0.005， OR＝1.61， 95%CI （1.16， 2.25）]， and improving platelet count [Z＝2.70， P＝0.007， MD＝64.02， 95%CI （17.53， 110.51）]， vascular endothelial growth factor [Z＝13.63，P＜0.000 01， MD＝－65.17， 95%CI（－74.54， －55.80）]， vascular endothelial growth factor receptor [Z＝12.03， P＜ 0.000 01， MD＝－499.01， 95%CI （－580.31， －417.71）] and basic fibroblast growth factor [Z＝4.17， P＜0.000 1，MD＝－0.23， 95%CI（－0.35， －0.12）]. And there was no statistical difference between the trial group and the control group in the incidence of adverse drug reaction [Z＝0.99， P＝0.32， OR＝0.52， 95%CI（0.14，1.89）]， nausea and vomiting [Z＝ 1.06， P＝0.29， OR＝0.66， 95%CI （0.30，1.43）]， constipation or diarrhea [Z＝0.92， P＝0.36， OR＝0.65， 95%CI（0.26， 1.63）]， drowsiness [Z＝1.38， P＝0.17， OR＝0.57， 95%CI（0.26， 1.27）] or myelosuppression [Z＝0.88，P＝0.38，OR＝0.68，95%CI（0.28， 1.62）]. CONCLUSIONS The combination of thalidomide and CAG regimen in the treatment of elderly AML patients can significantly improve clinical efficacy and has high safety.

Antineoplastic drugs refer to the drugs that act at the cellular and molecular levels to inhibit tumor growth or eliminate tumors through pathways such as cell killing,immune regulation,and endocrine regulation.Antineoplastic drugs generally including chemotherapeutic drugs,molecular targeted therapeutic drugs,immunotherapeutic drugs,and endocrine therapeutic drugs.The management and rational application of antineoplastic drugs in medical institutions are related to the safety of patient treatment.The standard for management of antineoplastic drugs use in clinical is compiled by the Pharmaceutical Affairs Committee of China Hospital Association,which specification requirements 18 key elements in the organizational management and system,medication management,drug monitoring and evaluation of antineoplastic drug management in healthcare institutions.This standard is applicable to all levels and types of healthcare institutions carrying out oncology diagnosis and treatment.This paper describes the methodology and basic content of the standard,hoping to providing a reference for medical institutions to carry out relevant work.

Objective To analyze the influence of shaping on the bending strength of bone plates and the influence of different locking nail distributions on plate force to provide biomechanical references for shaping plates and selecting different locking nail distributions.Methods Finite element simulation analysis of the four-point bending strength of a plate was performed according to the YY/T 0342-2020 standard.Theoretical analysis and finite element simulation method were used to analyze the force on prosthesis models with different lock-nail distributions.Results At 30° bending,the 3.7 mm-thick plate had 28%higher equivalent plastic strain than the 2.7 mm-thick plate.The 3.7 and 2.7 mm-thick plates had ultimate bending angles of 55° and 67°,respectively.The crease had little impact on the plate stress.The four-point bending strength and equivalent bending stiffness of the unshapeed structure were 2.64 N·m and 1.12 N·m2,respectively.The four-point bending strength and equivalent bending stiffness with the crease were 2.63 N·m and 1.10 N·m2,respectively.After forward and backward bending,the four-point bending strength of the plate decreased from 2.64 to 2.45 N·m by approximately 7.72%,and the equivalent bending stiffness decreased from 1.12 to 0.98 N·m2 by approximately 12%.The impact was obvious.After implantation of tamponade screws,the four-point bending strength of the single-hole plate improved significantly from 2.64 to 3.15 N·m,by approximately 19.32%and the equivalent bending stiffness increased from 1.12 to 1.14 N·m2,by approximately 2.1%.At least two locking holes were reserved on both sides of the fracture line.Not inserting the locking screw reduced the stress by approximately 50%compared with the full insertion of the locking screw.During 15-week postoperative walking without bone callus formation,the material stress of TC4 reached 852.7 MPa and yielding occurred.Conclusions In a clinical scenario where larger shaping is required,it is not suitable for plates with larger thicknesses and plate fractures are more likely to occur after large-thickness shaping.This can guide the clinical selection of plates with appropriate thickness based on the shaping angle,and tamponade screws can be implanted in extreme cases.Fixing locking screws clinically is recommended;however,a method of fixing the locking screws with full screws is not recommended.The biomechanical effect is best when two locking holes at both ends of the fracture line are maintained without fixing the locking screws.

Objective To observe the effect of Jinshui Liujun decoction on airway lesions in mice with COPD and explore its possible mechanism.Methods 48 C57BL/6 mice were randomly divided into blank group,model group,Jinshui Liujun decoction group and NAC group,with 12 in each group.The COPD mouse model was established by intranasal drip of LPS and smoking,and the corresponding drugs were given intragastric administration for 14 days after the model was established.Observe the general condition of the mice,measure the MV,PEF and PIF of the mice with the small animal lung function instrument,semi quantitatively evaluate the inflammation of the lung tissue,the thickness of the alveolar septum and the thickness of the airway wall with HE staining,and observe the airway mucus secretion and goblet cell proliferation with PAS staining.The content of MPO,SA and Urea in BALF was detected by the kit,and the ratio of SA and Urea was calculated.The content of MUC5AC in BALF was detected by ELISA.The levels of ROS,GSH,GSSG and GR in lung tissue were detected with the kit,and the ratio of GSH and GSSG was calculated.The expression level of CFTR mRNA in lung tissue was detected by qRT-PCR.Western blot was used to detect the expression level of CFTR protein in lung tissue.Results Compared with the control group,the growth of mice in the model group was poor.The body weight at each time point during the modeling period decreased(P<0.01),and the indexes of MV,PEF and PIF decreased(P<0.01).The lung tissue pathological score,alveolar septal thickness,airway wall thickness,airway mucus and goblet cell increased(P<0.01).The levels of SA,SA/Urea,MUC5AC and MPO in BALF increased(P<0.01),and the level of Urea decreased(P<0.01),The levels of ROS and GSSG in lung tissue increased(P<0.01),and the levels of GSH,GSH/GSSG,and GR decreased(P<0.01).The expression levels of CFTR mRNA and protein in lung tissue decreased(P<0.01).Compared with the model group,the growth condition of COPD mice improved,the body weight increased at each time point during the modeling period(P<0.05,P<0.01),the indexes of MV,PEF and PIF improved significantly(P<0.01),the pathological score of lung tissue,the thickness of alveolar septa,the thickness of airway wall,airway mucus and goblet cell decreased(P<0.01,P<0.05),and the levels of SA,SA/Urea,MUC5AC and MPO in BALF decreased(P<0.01),And an increase in Urea levels(P<0.01),a decrease in ROS and GSSG levels in lung tissue(P<0.01),and an increase in GSH,GSH/GSSG,and GR levels(P<0.01).The expression levels of CFTR mRNA and protein in lung tissue increased(P<0.01).Conclusion Jinshui Liujun decoction can correct CFTR acquired defects through antioxidant effects to improve airway lesions in COPD.

Objective To explore the targets and mechanism of Jiegengbai Powder in the treatment of lung adenocarcinoma based on network pharmacology and animal experiments.Methods The targets of effective components of Jiegengbai Powder were obtained from TCMSP,the targets of lung adenocarcinoma were screened from GeneCards,PharmGKB,DrugBank,TTD,OMIM databases,and the intersection targets were obtained.The protein-protein interaction(PPI)network and active components of Chinese materia medica-target network were constructed by using Cytoscape 3.8.0 software,and the key components and core targets were screened out.The intersection targets were analyzed by GO and KEGG enrichment analysis.PyMOL and AutoDockTools 1.5.6 software were used to verify the molecular docking between the key components and core targets.The lung cancer mice model was established.The mice were randomly divided into blank group,model group,cisplatin group,Jiegengbai Powder combined with cisplatin group,Jiegengbai Powder low-,medium-and high-dosage groups.After 14 days of intervention,the tumor inhibition rate was calculated,and the morphology of tumor tissues was observed by HE staining.The gene and protein expressions of PI3K,PTEN,Akt and mTOR in tumor tissues were detected by RT-qPCR and Western blot.Results The core targets of Jiegengbai Powder in the treatment of lung adenocarcinoma such as TP53,CASP3,BCL2L1 and AKT1 were screened by network pharmacology.The key pathways of enrichment were PI3K-Akt signaling pathway and so on.Jiegengbai Powder can inhibit the growth of tumor effectively.Compared with the model group,the mRNA expressions of PI3K,Akt and mTOR decreased in the Jiegengbai Powder medium-and high-dosage groups,and PTEN mRNA expression increased,the ratio of p-PI3K/PI3K,p-Akt/Akt and p-mTOR/mTOR decreased,and the expression of PTEN protein increased(P<0.05,P<0.01).Conclusion Jiegengbai Powder has the characteristics of multi-level and multi-target in the treatment of lung adenocarcinoma.It may promote tumor cell apoptosis and autophagy by regulating PI3K/Akt/mTOR signaling pathway,so as to achieve the anti-tumor effect of inhibiting tumor cell growth.