Objective To develop an artificial intelligence (AI)-driven lung cancer database by structuring and standardizing clinical data, enabling advanced data mining for lung cancer research, and providing high-quality data for real-world studies. Methods Building on the extensive clinical data resources of the Department of Thoracic Surgery at Peking Union Medical College Hospital, this study utilized machine learning techniques, particularly natural language processing (NLP), to automatically process unstructured data from electronic medical records, examination reports, and pathology reports, converting them into structured formats. Data governance and automated cleaning methods were employed to ensure data integrity and consistency. Results As of September 2024, the database included comprehensive data from 18 811 patients, encompassing inpatient and outpatient records, examination and pathology reports, physician orders, and follow-up information, creating a well-structured, multi-dimensional dataset with rich variables. The database’s real-time querying and multi-layer filtering functions enabled researchers to efficiently retrieve study data that meet specific criteria, significantly enhancing data processing speed and advancing research progress. In a real-world application exploring the prognosis of non-small cell lung cancer, the database facilitated the rapid analysis of prognostic factors. Research findings indicated that factors such as tumor staging and comorbidities had a significant impact on patient survival rates, further demonstrating the database’s value in clinical big data mining. Conclusion The AI-driven lung cancer database enhances data management and analysis efficiency, providing strong support for large-scale clinical research, retrospective studies, and disease management. With the ongoing integration of large language models and multi-modal data, the database’s precision and analytical capabilities are expected to improve further, providing stronger support for big data mining and real-world research of lung cancer.

OBJECTIVES: To explore the mechanism that mediate the therapeutic effect of quercetin on heart failure. METHODS: We searched the TCMSP and Swiss ADME databases for the therapeutic targets of quercetin and retrieved heart failure targets from the Genecards and OMIM databases. The intersecting targets were analyzed with GO and KEGG pathway analysis using DAVID database, and the key genes were identified via PPI analysis. Molecular docking between the core targets and quercetin was performed using PyMOL and AutoDock Tools. In a heart failure model established in H9C2 cardiomyocytes by treatment with isoproterenol, the effect of quercetin on the expressions of the MAPK signaling pathway was tested. RESULTS: A total of 60 intersecting targets were identified. Enrichment analysis revealed that quercetin may inhibit heart failure through the MAPK signaling pathway. The core genes, including AMPK3 and BCL-2, were identified as potential key regulators in quercetin-mediated improvement of heart failure. Cellular experiments demonstrated that quercetin significantly reduced isoproterenol-induced apoptosis of cardiomyocytes in a dose-dependent manner and obviously decreased the Bax/Bcl-2 ratio and the expression levels of caspase-3, ERK and p38 in the cells. CONCLUSIONS Quercetin improves heart failure possibly by inhibiting cardiomyocyte apoptosis through the MAPK signaling pathway.
Quercetin/pharmacology* ; Myocytes, Cardiac/drug effects* ; Heart Failure/metabolism* ; Apoptosis/drug effects* ; MAP Kinase Signaling System/drug effects* ; Rats ; Animals ; Isoproterenol

Objective To investigate the effectiveness of a higher-order thinking-oriented BOPPPS-based blended teach-ing model in otolaryngology-head and neck surgery education,focusing on its impact on the academic performance and teaching satisfaction of undergraduate clinical medicine students.Methods A total of 199 undergraduate clinical medicine students from Guangzhou Medical University were enrolled,divided into a control group(2021-2022 academic year,n=118)and an experi-mental group(2022-2023 academic year,n=81).The control group received conventional blended teaching via Chaoxing plat-form combined with case discussions,while the experimental group implemented the BOPPPS-integrated blended teaching model.Results Students in the experimental group achieved significantly higher average scores than the control group(Δ=11.71 points),with the excellent rate increasing from 0% to 11.1% and the failure rate decreasing to 1.2% .Additionally,the experi-mental group reported high satisfaction with the BOPPPS-integrated blended teaching model,with an overall satisfaction rate of 80.25%.Furthermore,54.32% of students expressed a preference for blended teaching approaches.Students widely acknowl-edged that this model facilitated flexible knowledge application.Conclusion The BOPPPS-integrated blended teaching model ef-fectively enhances the academic performance and teaching satisfaction of undergraduate clinical medicine students,providing a valuable reference for medical education reform oriented toward fostering higher-order thinking and clinical competency.

Objective To summarize the clinical features and prognosis of children suffered from malignant solid tumors of head and neck.Methods The clinical data of children with primary malignant solid tumors located in the head and neck was retrospectively analyzed from January 2007 to December 2021 in the Department of Oncology,Beijing Children's Hospital,Capital Medical University,and the clinical features,prognostic factors were summarized.Results A total of 234 children with malignant solid tumors of head and neck were included,with a male to female ratio of 1∶0.7,aged from 3 months to 17 years and 6 months(median age 51 months).173 cases(73.9％)were treated with local painless masses.Other symptoms included snoring and facial paralysis.The proportion of rhabdomyosarcoma(RMS)was the highest(145 cases,62.0％),followed by neuroblastoma(NB)(25 cases,10.7％),Ewing sarcoma(19 cases,8.1％),etc.A total of 47 cases(20.1％)had distant metastasis.The patients received surgery,chemotherapy and radiotherapy under the mode of multidisciplinary treatment(MDT).The 3-year and 5-year overall survival(OS)were 80.8％and 75.8％,respectively,and the 3-year and 5-year progression free survival(PFS)were 64.0％and 58.9％,respectively.Tumor survivors had abnormal appearance or facial motor function(49 cases,41.2％),developmental problems or abnormal tooth loss(18 cases,15.1％),and other long-term complications that may be related to the tumor or treatment.Conclusion There are various pathologic types of pediatric head and neck malignant solid tumors,RMS and NB are the most common.Local painless mass was the most common complaint.Distant metastasis is an independent risk factor for the prognosis of head and neck malignant solid tumors.Under the MDT model,the prognosis of malignant solid tumors of the head and neck in our center was generally good.In the treatment of the tumors,the side effects and sequelae should be controlled as small as possible under the premise of long-term survival.

Objective To compare the safety and efficacy of directional atherectomy with anti-restenosis therapy(DAART,drug-coated balloon)versus conventional balloon angioplasty(bare-metal stent,BMS)in elderly patients with femoropopliteal artery disease.Methods A retrospec-tive cohort study was conducted on 116 elderly patients undergoing endovascular intervention due to femoropopliteal artery disease in our hospital between May 2016 and September 2019,divided into DAART group(57 cases)and BMS group(59 cases).Results No statistical differences were observed between the DAART and BMS groups in terms of age,risk factors,distribution of Ruth-erford classification,lesion length,lesion type,lesion location,Global Limb Anatomic Staging Sys-tem grade,infra-popliteal runoff status,or preoperative ankle-brachial index(P＞0.05).However,the BMS group had significantly larger proportion of chronic limb-threatening ischemia than the other group(P＜0.05).Both groups achieved a 100％success rate of surgery.The DAART group obtained obviously higher primary patency rates at 1 and 2 years than the BMS group(90.4％vs 75.0％,76.3％vs 57.3％;P＜0.045).There were no significant differences in the rate of freedom from target lesion revascularization at 1 and 2 years between the two group(96.1％vs 88.8％,91.6％vs 77.7％;P＞0.05).In 2 years of follow-up,the incidence of major adverse events was 10.0％(5 cases)in the DAART group and 20.8％(12 cases)in the BMS group,but no obvious difference(P＞0.05).Conclusion DAART demonstrates superior mid-term efficacy than BMS in treating femoropopliteal artery disease in elderly patients.However,comprehensive preoperative assessment is essential to optimize individualized treatment strategies for this population.

Objective To summarize the clinical features and prognosis of children suffered from malignant solid tumors of head and neck.Methods The clinical data of children with primary malignant solid tumors located in the head and neck was retrospectively analyzed from January 2007 to December 2021 in the Department of Oncology,Beijing Children's Hospital,Capital Medical University,and the clinical features,prognostic factors were summarized.Results A total of 234 children with malignant solid tumors of head and neck were included,with a male to female ratio of 1∶0.7,aged from 3 months to 17 years and 6 months(median age 51 months).173 cases(73.9％)were treated with local painless masses.Other symptoms included snoring and facial paralysis.The proportion of rhabdomyosarcoma(RMS)was the highest(145 cases,62.0％),followed by neuroblastoma(NB)(25 cases,10.7％),Ewing sarcoma(19 cases,8.1％),etc.A total of 47 cases(20.1％)had distant metastasis.The patients received surgery,chemotherapy and radiotherapy under the mode of multidisciplinary treatment(MDT).The 3-year and 5-year overall survival(OS)were 80.8％and 75.8％,respectively,and the 3-year and 5-year progression free survival(PFS)were 64.0％and 58.9％,respectively.Tumor survivors had abnormal appearance or facial motor function(49 cases,41.2％),developmental problems or abnormal tooth loss(18 cases,15.1％),and other long-term complications that may be related to the tumor or treatment.Conclusion There are various pathologic types of pediatric head and neck malignant solid tumors,RMS and NB are the most common.Local painless mass was the most common complaint.Distant metastasis is an independent risk factor for the prognosis of head and neck malignant solid tumors.Under the MDT model,the prognosis of malignant solid tumors of the head and neck in our center was generally good.In the treatment of the tumors,the side effects and sequelae should be controlled as small as possible under the premise of long-term survival.

Objective To investigate the effectiveness of a higher-order thinking-oriented BOPPPS-based blended teach-ing model in otolaryngology-head and neck surgery education,focusing on its impact on the academic performance and teaching satisfaction of undergraduate clinical medicine students.Methods A total of 199 undergraduate clinical medicine students from Guangzhou Medical University were enrolled,divided into a control group(2021-2022 academic year,n=118)and an experi-mental group(2022-2023 academic year,n=81).The control group received conventional blended teaching via Chaoxing plat-form combined with case discussions,while the experimental group implemented the BOPPPS-integrated blended teaching model.Results Students in the experimental group achieved significantly higher average scores than the control group(Δ=11.71 points),with the excellent rate increasing from 0% to 11.1% and the failure rate decreasing to 1.2% .Additionally,the experi-mental group reported high satisfaction with the BOPPPS-integrated blended teaching model,with an overall satisfaction rate of 80.25%.Furthermore,54.32% of students expressed a preference for blended teaching approaches.Students widely acknowl-edged that this model facilitated flexible knowledge application.Conclusion The BOPPPS-integrated blended teaching model ef-fectively enhances the academic performance and teaching satisfaction of undergraduate clinical medicine students,providing a valuable reference for medical education reform oriented toward fostering higher-order thinking and clinical competency.

Objective To compare the safety and efficacy of directional atherectomy with anti-restenosis therapy(DAART,drug-coated balloon)versus conventional balloon angioplasty(bare-metal stent,BMS)in elderly patients with femoropopliteal artery disease.Methods A retrospec-tive cohort study was conducted on 116 elderly patients undergoing endovascular intervention due to femoropopliteal artery disease in our hospital between May 2016 and September 2019,divided into DAART group(57 cases)and BMS group(59 cases).Results No statistical differences were observed between the DAART and BMS groups in terms of age,risk factors,distribution of Ruth-erford classification,lesion length,lesion type,lesion location,Global Limb Anatomic Staging Sys-tem grade,infra-popliteal runoff status,or preoperative ankle-brachial index(P＞0.05).However,the BMS group had significantly larger proportion of chronic limb-threatening ischemia than the other group(P＜0.05).Both groups achieved a 100％success rate of surgery.The DAART group obtained obviously higher primary patency rates at 1 and 2 years than the BMS group(90.4％vs 75.0％,76.3％vs 57.3％;P＜0.045).There were no significant differences in the rate of freedom from target lesion revascularization at 1 and 2 years between the two group(96.1％vs 88.8％,91.6％vs 77.7％;P＞0.05).In 2 years of follow-up,the incidence of major adverse events was 10.0％(5 cases)in the DAART group and 20.8％(12 cases)in the BMS group,but no obvious difference(P＞0.05).Conclusion DAART demonstrates superior mid-term efficacy than BMS in treating femoropopliteal artery disease in elderly patients.However,comprehensive preoperative assessment is essential to optimize individualized treatment strategies for this population.

BACKGROUND:Trauma-induced coagulopathy(TIC)due to serious injuries significantly leads to increased mortality and morbidity among elderly patients.However,the risk factors of TIC are not well elucidated.This study aimed to explore the risk factors of TIC in elderly patients who have major trauma. METHODS:In this retrospective study,the risk factors for TIC in elderly trauma patients at a single trauma center were investigated between January 2015 and September 2020.The demographic information including gender,age,trauma parts,injury severity,use of blood products,use of vasopressors,need of emergency surgery,duration of mechanical ventilation,length of stay in the intensive care unit(ICU)and hospital,and clinical outcomes were extracted from electric medical records.Multivariate logistic regression analysis was performed to differentiate risk factors,and the performance of the model was evaluated using receiver operating characteristics(ROC)curves. RESULTS:Among the 371 elderly trauma patients,248(66.8%)were male,with the age of 72.5±6.8 years,median injury severity score(ISS)of 24(IQR:17-29),and Glasgow coma score(GCS)of 14(IQR:7-15).Of these patients,129(34.8%)were diagnosed with TIC,whereas 242(65.2%)were diagnosed with non-TIC.The severity scores such as ISS(25[20-34]vs.21[16-29],P<0.001)and shock index(SI),(0.90±0.66 vs.0.58±0.18,P<0.001)was significantly higher in the TIC group than in the non-TIC group.Serum calcium levels(1.97±0.19 mmol/L vs.2.15±0.16 mmol/L,P<0.001),fibrinogen levels(1.7±0.8 g/L vs.2.8±0.9 g/L,P<0.001),and base excess(BE,-4.9±4.6 mmol/L vs.-1.2±3.1 mmol/L,P<0.001)were significantly lower in the TIC group than in the non-TIC group.Multivariate logistic regression analysis revealed that ISS>16(OR:3.404,95%CI:1.471-7.880;P=0.004),SI>1(OR:5.641,95%CI:1.700-18.719;P=0.005),low BE(OR:0.868,95%CI:0.760-0.991;P=0.037),hypocalcemia(OR:0.060,95%CI:0.009-0.392;P=0.003),and hypofibrinogenemia(OR:0.266,95%CI:0.168-0.419;P<0.001)were independent risk factors for TIC in elderly trauma patients.The AUC of the prediction model included all these risk factors was 0.887(95%CI:0.851-0.923)with a sensitivity and specificity of 83.6%and 82.6%,respectively. CONCLUSION:Higher ISS(more than 16),higher SI(more than 1),acidosis,hypocalcemia,and hypofibrinogenemia emerged as independent risk factors for TIC in elderly trauma patients.

Objective:To investigate the effect of short-chain fatty acid (SCFA) sodium butyrate (NaB) on the polarization of lipopolysaccharide(LPS) induced M1 type alveolar macrophages and the mechanism of action.Methods:Mouse alveolar macrophages (MH-S) were randomly(random number) divided into control group (Control group), sodium butyrate group (NaB group), LPS group, LPS+NaB group (LB group), and LPS+NaB+adenylate activated protein kinase (AMPK) inhibitor (Compound C) group (LC group).The mRNA expression levels of interleukin 6 (IL-6), interleukin 1β(IL-1β), tumor necrosis factor α(TNF-α), cluster of differentiation 86 (CD86), inducible nitric oxide synthase(iNOS) in MH-S cells, and zonula occludens 1 (ZO-1), tight junction protein 4(Claudin-4), and closed protein(Occludin) in mouse lung epithelial cells (MLE-12) were detected by qRT-PCR;Protein levels of IL-6, IL-1β, and TNF-α in the supernatant of MH-S cell medium were measured by ELISA;Western blot determed the protein expression of AMPK, P-AMPK, nuclear factor E2-related factor 2 (Nrf2), and heme oxygenase 1 (HO-1) in MH-S cells;Expression of M1 type macrophage-associated markers CD86 and iNOS were determined by flow cytometry.Results:(1) qRT-PCR and ELISA results were consistent, M1 type macrophage-associated proinflammatory cytokines IL-6, IL-1β and TNF-α significantly reduced in the LB group after NaB addition compared with the LPS ground (all P <0.05); (2)The results of qRT-PCR and flow cytometry were consistent,compared with the LPS group, the LB group showed a significant decrease in M1 type macrophage-related polarization indicators CD86 and iNOS after NaB addition(all P<0.05); (3) Western blot was used to detect the expression of the AMPK/Nrf2/HO-1 signaling pathway,compared with LPS,the addition of NaB in the LB group enhanced the expression of P-AMPK/AMPK, Nrf2 (nucleus), and HO-1 (all P<0.05); compared with the LB group, the LC group decreased the expression of P-AMPK/AMPK, Nrf2 (nucleus), and HO-1 (all P<0.05);the results of flow cytometry showed that compared with the LPS group, the addition of NaB significantly decreased the expression level of iNOS + in the LB group ( P<0.05); compared with the LB group, the addition of Compound C in the LC group reversed the inhibitory effect of NaB on iNOS + ( P <0.05);(4) The qRT-PCR results of MLE-12 cells showed that compared with the LPS group, the LB group showed a significant increase in Z0-1, Claudin-4, and Occludin after the addition of NaB(all P<0.05). Conclusions:SCFA inhibits LPS-induced polarization of M1-type alveolar macrophages and ameliorates the inflammatory response by activating the AMPK/Nrf2/HO-1 signaling pathway.