ObjectiveTo systematically characterize the in vitro chemical constituents of Entada phaseoloides and its absorbed prototype compounds and metabolites in a neuropathic pain （NP） model， thereby elucidating the potential pharmacological material basis underlying its analgesic activity. MethodsUltra-high-performance liquid chromatography coupled with quadrupole-Orbitrap high-resolution mass spectrometry （UHPLC-Q-Orbitrap HRMS） was used to analyze the constituents of the 80% methanol extract of E. phaseoloides. Thirty-six mice were divided into a blank group， low-， medium-， and high-dose E. phaseoloides extract groups （25， 50， and 100 mg·kg^-1， respectively）， an aspirin group （400 mg·kg^-1）， and a morphine group （10 mg·kg^-1）， with six mice in each group. The tail-flick threshold was measured. Twenty-four mice were randomly divided into a blank group and low-， medium-， and high-dose E. phaseoloides extract groups （25， 50， and 100 mg·kg^-1， respectively）， with six mice in each group， and motor coordination was evaluated. A spinal nerve ligation （SNL） model was established in mice. Twenty-four mice were randomly divided into a sham-operated （Sham） group， an SNL group， an SNL + E. phaseoloides extract group （750 mg·kg^-1）， and an SNL + pregabalin group （20 mg·kg^-1）， with 6 mice in each group. Mechanical allodynia and thermal hyperalgesia were evaluated. Behavioral assessments were combined to determine the optimal onset time of the analgesic effect， and plasma samples were collected at this time point. Absorbed components and metabolites were systematically identified based on accurate mass， MS/MS fragmentation patterns， retention time， and comparisons with literature data and reference standards. Meanwhile， network pharmacology， target similarity analysis， and molecular docking validation were integrated to evaluate the potential effects of absorbed components on disease intervention. ResultsCompared with the blank group， the high-dose E. phaseoloides extract group and morphine group showed significantly increased pain response thresholds （P<0.01）， without affecting motor coordination in normal mice. Compared with the Sham group， the SNL group exhibited significantly decreased thresholds for mechanical allodynia and thermal hyperalgesia （P<0.01）. Compared with the SNL group， the SNL + E. phaseoloides extract group and SNL + pregabalin group showed significantly increased thresholds for mechanical allodynia and thermal hyperalgesia （P<0.01）. The analgesic effect of E. phaseoloides was most significant at 2 h after administration. A total of 70 constituents were identified in vitro， and 22 prototype compounds and 29 metabolites were detected in plasma. The targets of the absorbed components were mainly enriched in biological processes associated with pain signal perception and transmission and showed a high degree of overlap with disease genes related to neuropathic pain. In addition， multiple components exhibited strong binding energies with core pain-related targets. Based on integrated analysis of in vitro content， plasma exposure levels， and target associations， ketanthamide A-β-D-pyranoside and ketengzide were identified as the most representative pharmacologically active substances responsible for the analgesic effect. ConclusionThis study systematically elucidates the material basis of E. phaseoloides intervention in neuropathic pain from three aspects， including chemical constituent characteristics， in vivo behavioral characteristics， and potential targets， providing important theoretical foundations and experimental support for further studies on its pharmacological mechanism and analgesic drug development.

BACKGROUND: Lung cancer is one of the most common malignant tumors worldwide and a major cause of cancer-related deaths. Early-stage lung cancer is often manifested as pulmonary nodules, and accurate assessment of the malignancy risk is crucial for prolonging survival and avoiding overtreatment. This study aims to construct a model based on image feature parameters automatically extracted by artificial intelligence (AI) to evaluate its effectiveness in predicting the malignancy of part-solid nodule (PSN). METHODS: This retrospective study analyzed 229 PSN from 222 patients who underwent pulmonary nodule resection at Lanzhou University Second Hospital between October 2020 and February 2025. According to pathological results, 45 cases of benign lesions and precursor glandular lesion were categorized into the non-malignant group, and 184 cases of pulmonary malignancies were categorized into the malignant group. All patients underwent preoperative chest computed tomography (CT), and AI software was used to extract imaging feature parameters. Univariate analysis was used to screen significant variables; variance inflation factor (VIF) was calculated to exclude highly collinear variables, and LASSO regression was further applied to identify key features. Multivariate Logistic regression was used to determine independent risk factors. Based on the selected variables, five models were constructed: Logistic regression, random forest, XGBoost, LightGBM, and support vector machine (SVM). Receiver operating characteristic (ROC) curves were used to assess the performance of the models. RESULTS: The independent risk factors for the malignancy of PSN include roughness (ngtdm), dependence variance (gldm), and short run low gray-level emphasis (glrlm). Logistic regression achieved area under the curves ( AUCs) of 0.86 and 0.89 in the training and testing sets, respectively, showing good performance. XGBoost had AUCs of 0.78 and 0.77, respectively, demonstrating relatively balanced performance, but with lower accuracy. SVM showed an AUC of 0.93 in the training set, which decreased to 0.80 in the testing set, indicating overfitting. LightGBM performed excellently in the training set with an AUC of 0.94, but its performance declined in the testing set, with an AUC of 0.88. In contrast, random forest demonstrated stable performance in both the training and testing sets, with AUCs of 0.89 and 0.91, respectively, exhibiting high stability and excellent generalizability. CONCLUSIONS The random forest model constructed based on independent risk factors demonstrated the best performance in predicting the malignancy of PSN and could provide effective auxiliary predictions for clinicians, supporting individualized treatment decisions.
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Humans ; Male ; Female ; Lung Neoplasms/pathology* ; Middle Aged ; Retrospective Studies ; Artificial Intelligence ; Aged ; Tomography, X-Ray Computed ; Adult ; Solitary Pulmonary Nodule/diagnostic imaging* ; ROC Curve

The thermal sensitivity of enzymes is a key bottleneck that restricts their practical application,and the development of efficient enzyme stability enhancement technology has important application value.Based on the principle of metal-polyphenol coordination chemistry,this study used tannic acid-ferric ion(TA-FeⅢ)coordination polymer to nano-encapsulate catalase(CAT)and systematically explored its stability enhancement effect.The catalytic activity retention rate of the immobilized enzyme in extreme environments(High temperature,organic solvents,denaturants and pH 3-11)was significantly improved compared with that of the free enzyme,proving that the TA-FeⅢ nanoshell had a significant environmental barrier effect.In the long-term stability test,the immobilized enzyme retained 20％activity after a 30-d storage at room temperature,and its effective activity was prolonged to 8 times that of the free enzyme in the accelerated inactivation test at 37 ℃.In addition,several cyclic catalytic experiments demonstrated that the immobilized enzyme exhibited good reusability,thus broadening its practical application.

Objective To compare the application effects of plankton multiplex polymerase chain reac-tion-capillary electrophoresis(PCR-CE),SYBR Green Ⅰ real-time quantitative PCR(qPCR)and microwave digestion-vacuum filtration-automated scanning electron microscopy(MD-VF-Auto SEM)in the diagnosis of drowning.Methods Lung,liver and kidney tissues from 212 drowned corpses and 30 non-drowned corpses were examined respectively by the three drowning-related plankton testing methods,and the detection rates of plankton in each tissue by three methods were compared.Results In drowned corpses,the total detection rates of PCR-CE,qPCR,and MD-VF-Auto SEM were 93.9%,96.2%,and 95.3%,respectively,with no statistically significant difference(P>0.05).The detection rate of lung tissue by MD-VF-Auto SEM(100%)was higher than those of PCR-CE and qPCR(P<0.05),and there was no significant difference in the detection rates of the three methods in liver or kidney tissues(P>0.05).In non-drowning corpses,a small number of diatoms(less than 10 cells/10 g)were detected by MD-VF-Auto SEM method,only in liver and kidney tissues,while the other two methods yielded negative results for all tissues.Conclusion All three methods have good efficacy in the examination of drowned corpses.The MD-VF-Auto SEM method directly observes diatom morpho-logical characteristics through scanning electron microscopy,and the qualitative and quantitative analy-ses are intuitive and accurate.It has great advantages in the examination of difficult degradation samples.The PCR-CE method and qPCR method have a low sample demand(0.5 g),are easy to operate and have short detection time(4-7 h).They are easy to be applied in the grassroots depart-ments and are suitable for the rapid determination of drowned corpses in routin cases.The combina-tion of the two DNA methods with the MD-VF-Auto SEM method can increase the detection rate of plankton,ensuring the reliability of examination results.This combined use is of significant importance in the application of drowning diagnosis.

Objective To investigate the clinical efficacy of Pinggan Capsules(composed of six Chinese herbs,i.e.Gentianae Radix et Rhizoma,Prunellae Spica,Rehmanniae Radix,Gastrodiae Rhizoma,Gardeniae Fructus and Plantaginis Herba)in treating patients with hypertension complicated with anxiety and depression of liver-yang hyperactivity type,and to explore the related influencing factors of efficacy.Methods A total of 150 patients diagnosed as hypertension complicated with anxiety and depression of liver-yang hyperactivity type treated at Guangdong Second Traditional Chinese Medicine Hospital from January 2022 to January 2023 were enrolled.The patients were randomly divided into the trial group and the control group using a random number table,with 75 cases in each group.The control group received conventional medicine treatment(Amlodipine Besylate Tablets plus Losartan Potassium Tablets),while the trial group received Pinggan Capsules in addition to the conventional treatment.The treatment for the two groups lasted for 8 weeks.Before and after treatment,the changes in blood pressure,Self-Rating Anxiety Scale(SAS)scores,Self-Rating Depression Scale(SDS)scores,and scores of each domain of World Health Organization Quality of Life-BREF(WHO-QOL-BREF)were observed in the two groups.Antihypertensive efficacy,TCM syndrome efficacy,and drug safety in the two groups were evaluated,and the main factors influencing the efficacy of Pinggan Capsules were analyzed.Results(1)During the treatment period,6 cases dropped out from the trial group and 4 cases dropped out from the control group.A total of 140 patients completed the full course of treatment,including 69 in the trial group and 71 in the control group.(2)After 8 weeks of treatment,the total effective rate for antihypertensive efficacy in the trial group was 89.86%(62/69),significantly higher than that in the control group[64.79%(46/71)].The intergroup(tested by chi-square test)showed that the antihypertensive efficacy of the trial group was significantly superior to that of the control group(P＜0.05).(3)After 8 weeks of treatment,the total effective rate for TCM syndrome efficacy in the trial group was 92.75%(64/69),significantly higher than that in the control group[66.20%(47/71)].The intergroup(tested by chi-square test)showed that the TCM syndrome efficacy of the trial group was significantly superior to that of the control group(P＜0.05).(4)After treatment,systolic blood pressure and diastolic blood pressure were improved in both groups compared to those before treatment(P＜0.05),and the improvement in the trial group was significantly superior to that in the control group(P＜0.05).(5)After treatment,the scores of all domains(physical,psychological,social relationships,and environmental)of WHO-QOL-BREF scale were significantly improved in both groups compared to those before treatment(P＜0.05),and the improvement in the trial group was significantly superior to in the control group(P＜0.05).(6)After treatment,SAS and SDS scores were significantly improved in both groups compared to those before treatment(P＜0.05),and the improvement in the trial group was significantly superior to that in the control group(P＜0.05).(7)No significant adverse reactions occurred in either group during the treatment period,indicating high safety.(8)Sankey diagram and correspondence analysis showed that patients aged＜65 years,male,grade 1 hypertension,mild anxiety,and mild depression achieved significant hypotensive effect and symptom-relief effect(P＜0.05).Conclusion Pinggan Capsules have significant clinical efficacy in treating hypertension complicated with anxiety and depression of liver-yang hyperactivity type and is worthy of clinical promotion and application.

Objective To investigate the distribution and antimicrobial resistance profiles of clinically isolated Haemophilus influenzae and Moraxella catarrhalis in hospitals across China from 2015 to 2021,and provide evidence for rational use of antimicrobial agents.Methods Data of H.influenzae and M.catarrhalis strains isolated from 2015 to 2021 in CHINET program were collected for analysis,and antimicrobial susceptibility testing was performed by disc diffusion method or automated systems according to the uniform protocol of CHINET.The results were interpreted according to the CLSI breakpoints in 2022.Beta-lactamases was detected by using nitrocefin disk.Results From 2015 to 2021,a total of 43 642 strains of Haemophilus species were isolated,accounting for 2.91％of the total clinical isolates and 4.07％of Gram-negative bacteria in CHINET program.Among the 40 437 strains of H.influenzae,66.89％were isolated from children and 33.11％were isolated from adults.More than 90％of the H.influenzae strains were isolated from respiratory tract specimens.The prevalence of β-lactamase was 53.79％in H.influenzae strains.The H.influenzae strains isolated from children showed higher resistance rate than the strains isolated from adults.Overall,779 strains of H.influenzae did not produce β-lactamase but were resistant to ampicillin(BLNAR).Beta-lactamase-producing strains showed significantly higher resistance rates to these antimicrobial agents than the β-lactamase-nonproducing strains.Of the 16 191 M.catarrhalis strains,80.06％were isolated from children and 19.94％isolated from adults.M.catarrhalis strains were mostly susceptible to both amoxicillin-clavulanic acid and cefuroxime,evidenced by resistance rate lower than 2.0％.Conclusions The emergence of antibiotic-resistant H.influenzae due to β-lactamase production poses a challenge for clinical anti-infective treatment.Therefore,it is very important to implement antibiotic resistance surveillance for H.influenzae and guide rational antibiotic use.All local clinical microbiology laboratories should actively improve antibiotic susceptibility testing and strengthen antibiotic resistance surveillance for H.influenzae.