ObjectivePrimary liver cancer, predominantly hepatocellular carcinoma (HCC), is a significant global health issue, ranking as the sixth most diagnosed cancer and the third leading cause of cancer-related mortality. Accurate and early diagnosis of HCC is crucial for effective treatment, as HCC and non-HCC malignancies like intrahepatic cholangiocarcinoma (ICC) exhibit different prognoses and treatment responses. Traditional diagnostic methods, including liver biopsy and contrast-enhanced ultrasound (CEUS), face limitations in applicability and objectivity. The primary objective of this study was to develop an advanced, light-weighted classification network capable of distinguishing HCC from other non-HCC malignancies by leveraging the automatic analysis of brightness changes in CEUS images. The ultimate goal was to create a user-friendly and cost-efficient computer-aided diagnostic tool that could assist radiologists in making more accurate and efficient clinical decisions. MethodsThis retrospective study encompassed a total of 161 patients, comprising 131 diagnosed with HCC and 30 with non-HCC malignancies. To achieve accurate tumor detection, the YOLOX network was employed to identify the region of interest (ROI) on both B-mode ultrasound and CEUS images. A custom-developed algorithm was then utilized to extract brightness change curves from the tumor and adjacent liver parenchyma regions within the CEUS images. These curves provided critical data for the subsequent analysis and classification process. To analyze the extracted brightness change curves and classify the malignancies, we developed and compared several models. These included one-dimensional convolutional neural networks (1D-ResNet, 1D-ConvNeXt, and 1D-CNN), as well as traditional machine-learning methods such as support vector machine (SVM), ensemble learning (EL), k-nearest neighbor (KNN), and decision tree (DT). The diagnostic performance of each method in distinguishing HCC from non-HCC malignancies was rigorously evaluated using four key metrics: area under the receiver operating characteristic (AUC), accuracy (ACC), sensitivity (SE), and specificity (SP). ResultsThe evaluation of the machine-learning methods revealed AUC values of 0.70 for SVM, 0.56 for ensemble learning, 0.63 for KNN, and 0.72 for the decision tree. These results indicated moderate to fair performance in classifying the malignancies based on the brightness change curves. In contrast, the deep learning models demonstrated significantly higher AUCs, with 1D-ResNet achieving an AUC of 0.72, 1D-ConvNeXt reaching 0.82, and 1D-CNN obtaining the highest AUC of 0.84. Moreover, under the five-fold cross-validation scheme, the 1D-CNN model outperformed other models in both accuracy and specificity. Specifically, it achieved accuracy improvements of 3.8% to 10.0% and specificity enhancements of 6.6% to 43.3% over competing approaches. The superior performance of the 1D-CNN model highlighted its potential as a powerful tool for accurate classification. ConclusionThe 1D-CNN model proved to be the most effective in differentiating HCC from non-HCC malignancies, surpassing both traditional machine-learning methods and other deep learning models. This study successfully developed a user-friendly and cost-efficient computer-aided diagnostic solution that would significantly enhances radiologists’ diagnostic capabilities. By improving the accuracy and efficiency of clinical decision-making, this tool has the potential to positively impact patient care and outcomes. Future work may focus on further refining the model and exploring its integration with multimodal ultrasound data to maximize its accuracy and applicability.

Background::Although overnight fasting is recommended prior to endoscopic retrograde cholangiopancreatography (ERCP), the benefits and safety of high-carbohydrate fluid diet (CFD) intake 2 h before ERCP remain unclear. This study aimed to analyze whether high-CFD intake 2 h before ERCP can be safe and accelerate patients’ recovery.Methods::This prospective, multicenter, randomized controlled trial involved 15 tertiary ERCP centers. A total of 1330 patients were randomized into CFD group ( n = 665) and fasting group ( n = 665). The CFD group received 400 mL of maltodextrin orally 2 h before ERCP, while the control group abstained from food/water overnight (>6 h) before ERCP. All ERCP procedures were performed using deep sedation with intravenous propofol. The investigators were blinded but not the patients. The primary outcomes included postoperative fatigue and abdominal pain score, and the secondary outcomes included complications and changes in metabolic indicators. The outcomes were analyzed according to a modified intention-to-treat principle. Results::The post-ERCP fatigue scores were significantly lower at 4 h (4.1 ± 2.6 vs. 4.8 ± 2.8, t = 4.23, P <0.001) and 20 h (2.4 ± 2.1 vs. 3.4 ± 2.4, t= 7.94, P <0.001) in the CFD group, with least-squares mean differences of 0.48 (95% confidence interval [CI]: 0.26–0.71, P <0.001) and 0.76 (95% CI: 0.57–0.95, P <0.001), respectively. The 4-h pain scores (2.1 ± 1.7 vs. 2.2 ± 1.7, t = 2.60, P = 0.009, with a least-squares mean difference of 0.21 [95% CI: 0.05–0.37]) and positive urine ketone levels (7.7% [39/509] vs. 15.4% [82/533], χ2 = 15.13, P <0.001) were lower in the CFD group. The CFD group had significantly less cholangitis (2.1% [13/634] vs. 4.0% [26/658], χ2 = 3.99, P = 0.046) but not pancreatitis (5.5% [35/634] vs. 6.5% [43/658], χ2 = 0.59, P = 0.444). Subgroup analysis revealed that CFD reduced the incidence of complications in patients with native papilla (odds ratio [OR]: 0.61, 95% CI: 0.39–0.95, P = 0.028) in the multivariable models. Conclusion::Ingesting 400 mL of CFD 2 h before ERCP is safe, with a reduction in post-ERCP fatigue, abdominal pain, and cholangitis during recovery.Trail Registration::ClinicalTrials.gov, No. NCT03075280.

Aim To explore the molecular mechanism of luteolin against acute lung injury by network phar-macology and molecular docking technology,and to conduct experimental verification.Methods The re-lated targets of luteolin were predicted by PubChem and Swiss Target Prediction databases.Acute lung in-jury-related targets were collected through the Gene-Cards database.Venny 2.1 was used to draw the Venn diagram,and the common targets of drug and disease were obtained.The protein interaction network(PPI)was established by String online platform,and the core targets were screened by Cytoscape 3.8.2 software.The functional enrichment analysis of Gene Ontology(GO)and pathway enrichment analysis of Kyoto Ency-clopedia of Gene and Genome(KEGG)were per-formed on the common targets using the DAVID data-base,and the results were visualized.Finally,molecu-lar docking was performed by Auto Dock software,and the molecular results were visualized by Pymol.The mouse acute lung injury model was constructed.HE staining was used to detect histopathology,and Western blot was used to detect lung tissue related proteins.Results After screening,85 common targets were ob-tained.Among them,the core targets were AKT1,EG-FR,SRC,MMP9,ESR1,PTGS2,etc.GO enrichment analysis obtained 265 biological processes,including signal transduction,protein phosphorylation,and nega-tive regulation of apoptosis.There were 48 cells,main-ly including plasma membrane,cell solute,cytoplasm,etc.There are 107 molecular functions,mainly inclu-ding ATP binding,protein serine/threonine/tyrosine ki-nase activity,protein kinase activity and so on.A total of 92 signaling pathway were obtained by KEGG path-way enrichment analysis,which mainly acted on PI3 K-AKT signaling pathway,ErbB signaling pathway,VEGF signaling pathway,etc.Molecular docking results showed that luteolin had good docking activity with core targets AKT1,EGFR,SRC,MMP9,ESR1,PTGS2,MMP2,GSK3 B,KDR and PARP1.The binding ener-gy of ERS1,GSK3B and MMP2 was lower than-5.0 kal·mol-1,and the affinity with luteolin was stronger.The pathological results of lung tissue showed that lute-olin could inhibit inflammatory infiltration and had a strong anti-inflammatory effect in LPS-induced acute lung injury model in mice.Western blot experiments showed that luteolin might alleviate the inflammatory response by inhibiting the phosphorylation of AKT.Conclusions Luteolin can play an anti-acute lung in-jury role through multi-target and multi-channel mecha-nisms,which may be closely related to the inhibition of AKT phosphorylation.

The aim of this study was to establish a laboratory research model for the desiccation tolerance of Coxiella bur-netii(C.burnetii),based on an axenic culture system.The conditions for osmotic pressure in the axenic culture system of C.burnetii were set via a gradient.Quantitative PCR was used to determine the C.burnetii genome equivalents during the culture cycle under different osmotic pressures,and the growth curves were recorded.In addition,the bacterial manifestations of C.burnetii obtained from eukaryotic cell cultures or cell-free cultures were analyzed with phase contrast microscopy and transmis-sion electron microscopy(TEM).The bacterial infection levels and vacuole forming units(VFU)were measured by infection of BGMK cells.C.burnetii showed as many as 7 days of adaptive survival in osmotic axenic medium under high osmotic condi-tions.The bacteria shrank by dehydration under extremely high osmotic pressure and appeared primarily as hypo-hydrated small cell variants(SCVs).The VFUs were significantly diminished 24 hours after infection,as compared with the parallel contrasts.The method for researching desiccation tolerance was thus successfully established.This method provides a basis for further investigation of the genetic mechanisms of the anti-desiccation properties of C.burnetii in the natural environment,through proteomics and other methods.

Objective:To investigate the effect of flow cytometric minimal residual disease(MRD)detection at different time points during AML chemotherapy on prognosis.Methods:130 adult primary AML patients diagnosed and standardized with chemotherapy from March 2018 to March 2022 were retrospectively analyzed,MRD was detected by flow cytometry,Kaplan-Meier curves was used for survival analysis and log-rank test was used for variance analysis,and univariate and multifactor influencing patient survival with COX proportional risk regression model analysis.Cumulative incidence rate(CIR)analysis with competing risk model and variance analysis using Fine-Gray.Results:There were 81 CR1,26 CR2,14 PR,and 9 NR patients in 130 patients.OS of the CR1 group was higher than that in the CR2,PR,and NR groups.OS of the CR2 group was higher than that in the PR group,but there was no statistically difference compared to the NR group.There was no statistically difference in OS between the PR and NR groups.107 patients in CR1 and CR2 were grouped according to MRD detected by flow cytometry,and after the first induction chemotherapy,for patients in the MRD-and MRD+groups,the 4-year expected RFS rates were 65.3％and 27.9％respectively,the 4-year expected OS rates were 58.7％and41.4％respectively,and the 4-year expected CIR were 34.7％and 69.7％respectively,with statistically significant differences between 2 groups(x2=6.639,P=0.010;x2=6.131,P=0.013 and x2=6.637,P=0.010).After the second chemotherapy,for patients in the MRD-and MRD+groups,the 4-year expected RFS rates were 50.8％and 37.9％respectively,the 4-year expected OS rates were 49.2％and 44.5％respectively,and the 4-year expected CIR were 49.2％and 59.5％respectively,with no statistically significant differences between 2 groups(x2=1.475,P=0.225;x2=2.432,P=0.119 and x2=1.416,P=0.234).During consolidation therapy,for patients in the MRD-and MRD+groups,the 4-year expected RFS rates were 51.9％and 29.6％respectively,the 4-year expected OS rates were 67.5％and 24.6％respectively,and the 4-year expected CIR were 48.1％and 70.4％respectively,with statistically significant differences between 2 groups(x2=20.982,P＜0.001;x2=17.794,P＜0.001 and x2=19.879,P＜0.001).For patients with MRD-at all three time points and positive at either time point,the 4-year expected RFS rates were 69.9％and 33.3％respectively,the 4-year expected OS rates were 59.1％and 44.7％respectively,and the 4-year expected CIR were 30.1％and 65.1％respectively,with statistically significant differences between 2 groups(x2=7.367,P=0.007;x2=6.042,P=0.014 and x2=7.662,P=0.006).Univariate analysis showed that karyotype at high risk of chromosome was an unfavorable factor affecting patients'RFS and OS,while 2 cycles of induction chemotherapy achieved CR,MRD-after the first induction chemotherapy and MRD-after the second induction chemotherapy was a protective factor affecting patients'RFS and OS.MRD-during consolidation therapy and MRD-at all three time points were all protective factors affecting patients'RFS,OS and CIR.Multivariate analysis showed that induction chemotherapy for 2 cycles achieved CR was a protective factor affecting patients'RFS and CIR,and MRD-during consolidation therapy was a protective factor affecting patients'RFS,OS and CIR.Conclusion:Early achievement of CR and MRD-in adult AML patients,especially MRD-during consolidation therapy,is a marker of good prognosis,and flow cytometry is the most commonly used method for MRD detection in AML patients.

AIM To study the lignans and terpenoids from Alangium chinense(Lour.)Harms subsp.pauciflorum Fang.METHODS The 70%ethanol extract was isolated and purified by various column chromatography,then the structures of obtained compounds were identified by physicochemical properties and spectral data.RESULTS Twenty-four compounds were isolated and identified and identified as(+)-pinoresinol)(1),medioresinol(2),syringaresinol(3),dehydrodiconifery alcohol-9′-β-D-glucopyranoside(4),7,9,9′-trihydroxy-3,3′-dimethoxy-8-O-4′-neolignan-4-O-β-D-glucopyranoside(5),citrusin B(6),dihydrodehydrodiconiferyl alcohol-4-O-β-D-glucopyranosides(7),5-methoxy-(+)-isolariciresinol(8),rel-(7R,8S)-3,3′,5-trimethoxy-4′,7-epoxy-8,5′-neolignan-4,9,9′-triol-9-β-D-glucopyranoside(9),(+)-lyoniresinol-3α-O-β-D-glucopyranoside(10),longifloroside B(11),(7S,8R)-1-[4-O-(β-D-glucopyranosyl)-3-methoxyphenyl]-2-[4-(3-hydroxypropyl)-2,6-dimethoxyphenoxy]-1,3-propanediol(12),(7R,8S)-4,9,9′-trihydroxyl-3-methoxyl-7,8-dihydrobenzofuran-1′-propylneolignan-3′-O-β-D-glucopyranoside(13),(7S,8R)-4,9,9′-trihydroxy-3,3′,5-trimethoxy-8,4′-oxy-neolignan-4-O-β-D-glucopyranoside(14),cedrusin-4-O-β-D-glucopyranoside(15),2,6,2′,6′-tetramethoxy-4,4′-bis(2,3-epoxy-1-hydroxypropyl)biphenyl(16),3-oxo-11α,12α-epoxy-olean-28,13β-olide(17),mansonone E(18),mansonone G(19),mansonone H(20),roseoside(21),bullatantriol(22),3-O-α-L-arabinopyranosyl-28-O-β-D-glucopyranosyl pomolic acid(23),Hederagenin(24).CONCLUSION Compounds 1-16 are lignans,and 17-24 are terpenoids.Compounds 3-9,11-17,22-24 are isolated from Alangium genus for the first time;compounds 1,2,10,18-21 are first isolated from this plant.

Human physiological indicators have become an important standard for assessing health in modern society.Traditional detection methods often require a separate laboratory,complex operation process and long detection time,so it is urgent to develop portable,fast and accurate on-site detection technologies for bioanalysis.Point-of-care testing(POCT),which differs from traditional laboratory testing,can realize the rapid in situ detection of biomarkers without the complicated analytical process of the laboratory.Smartphones,which are an essential tool in our daily life,not only have independent operating systems and built-in storage functions,but also have high-definition cameras,which have great application potential in POCT visualization.The combination of various biosensing technologies and smartphones has developed into a new direction in the field of POCT.This review mainly introduced the research progress of smartphone-based visual biosensors in POCT in recent years,including colorimetric sensors,fluorescence sensors,chemiluminescence sensors and electrochemiluminescence sensors.Finally,the problems faced by smart-phone-based visual biosensors in the application of POCT were summarized,and their future development was prospected.

Objective:To study the clinical value of enhanced recovery after surgery(ERAS) strategy combined with early intestinal fluid reinfusion among neonates receiving jejunostomy due to intestinal obstruction.Methods:From December 2018 to December 2022, neonates with intestinal obstruction receiving jejunostomy in the Department of Neonatal Surgery of our hospital were prospectively enrolled. They were randomly assigned into ERAS group and traditional treatment (TT) group after surgery. The ERAS group was treated with ERAS strategy plus early intestinal fluid reinfusion. The TT group was treated with conventional gastrointestinal decompression, analgesia as needed and enteric fluid reinfusion according to the amount of defecation. The postoperative parenteral nutrition (PN) duration (T pn), central venous catheter (CVC) duration (T cvc), daily weight gain, duration of postoperative hospital stay (T hos), complications and readmission rate within 30 days were compared between the two groups. Results:A total of 22 cases were included in the ERAS group and 20 cases were in the TT group. T pn [(22.6±9.4) d vs. (30.7±11.3) d], T cvc [(5.9±0.8) d vs. (9.9±2.1) d] and T hos [(26.8±9.8) d vs. (33.8±11.5) d] in the ERAS group were significantly shorter than the TT group ( P<0.05). No significant difference existed in daily weight gain between the two groups ( P>0.05). The incidence of postoperative gastrointestinal mucosal bleeding in the ERAS group was significantly lower than the TT group (13.6% vs. 45.0%)( P<0.05). No significant differences existed in the following items between the two groups: feeding intolerance, PN-associated cholestasis, CVC-related bloodstream infection, intestinal fluid reinfusion-related complications, premature closure of fistula and readmission rate within 30 days (all P>0.05). Conclusions:The application of ERAS strategy plus early intestinal fluid reinfusion in neonates with enterostomy is safe and feasible, which can reduce the postoperative durations of PN, CVC and hospital stay and accelerate the recovery.

Objective:To study influence of cardiac rehabilitation exercise combined nutritional intervention on pa-tients with acute myocardial infarction(AMI)after percutaneous coronary intervention(PCI).Methods:A total of 100 AMI patients treated in our hospital were randomly and equally divided into routine nursing group and combined intervention group(received cardiac rehabilitation exercise combined nutritional intervention mode based on routine nursing group)according to random number table method.Both groups were intervened for two months.General clinical data,anaerobic threshold(AT),maximal oxygen uptake(VO2peak),LVEF,6min walking distance(6MWD),scores of China questionnaire of quality of life in patients with cardiovascular diseases(CQQC)and gen-eral self-efficacy scale(GSES)before and after intervention and incidence rate of cardiovascular adverse events within three months were compared between two groups.Results:Compared with routine nursing group,after inter-vention,there were significant rise in AT[(10.14±2.81)ml·kg-1·min-1 vs.(14.85±3.80)ml·kg-1· min-1],VO2peak[(1.23±0.40)ml·kg-1·min-1 vs.(2.44±0.46)ml·kg-1·min-1],LVEF[(48.96± 3.73)％vs.(55.98±4.31)％],6MWD[(300.72±33.71)m vs.(340.47±31.86)m],scores of CQQC[(53.59 ±6.28)scores vs.(72.93±7.15)scores]and GSES[(21.21±2.39)scores vs.(32.28±5.44)scores]in com-bined intervention group(P=0.001 all).Incidence rate of cardiovascular adverse events in combine intervention group within three months was significantly lower than that of routine nursing group(10.0％vs.48.0％,P=0.001).Conclusion:Cardiac rehabilitation exercise combined nutritional intervention can observably improve quality of life,cardiopulmonary function,enhance self-efficacy and reduce incidence rate of adverse cardiovascular events in patients with acute myocardial infarction after percutaneous coronary intervention.

Objective To understand the respiratory protection competency of staff in hospitals.Methods Staff from six hospitals of different levels and characteristics in Beijing were selected,including doctors,nurses,medical technicians,and servicers,to conduct knowledge assessment on respiratory protection competency.According to exposure risks of respiratory infectious diseases,based on actual cases and daily work scenarios,content of respira-tory protection competency assessment was designed from three aspects:identification of respiratory infectious di-seases,transmission routes and corresponding protection requirements,as well as correct selection and use of masks.The assessment included 6,6,and 8 knowledge points respectively,with 20 knowledge points in total,all of which were choice questions.For multiple-choice questions,full marks,partial marks,and no mark were given respective-ly if all options were correct,partial options were correct and without incorrect options,and partial options were correct but with incorrect options.Difficulty and discrimination analyses on question of each knowledge point was conducted based on classical test theory.Results The respiratory protection competency knowledge assessment for 326 staff members at different risk levels in 6 hospitals showed that concerning the 20 knowledge points,more than 60％participants got full marks for 6 points,while the proportion of full marks for other questions was relatively low.Less than 10％participants got full marks for the following 5 knowledge points:types of airborne diseases,types of droplet-borne diseases,conventional measures for the prevention and control of healthcare-associated infec-tion with respiratory infectious diseases,indications for wearing respirators,and indications for wearing medical protective masks.Among the 20 knowledge questions,5,1,and 14 questions were relatively easy,medium,and difficult,respectively;6,1,4,and 9 questions were with discrimination levels of ≥0.4,0.30-0.39,0.20-0.29,and ≤0.19,respectively.Conclusion There is still much room for hospital staff to improve their respiratory protection competency,especially in the recognition of diseases with different transmission routes and the indications for wearing different types of masks.