1.Effectiveness of generative large language model MedGo in nursing decision-making for elderly patients with multimorbidity
Qiaoyun YAN ; Min LI ; Yawen YAN ; Yaqing NI ; Yun GU ; Jiawen QIN ; Haiping YU ; Haitao ZHANG ; Liming ZHAO
Chinese Journal of Clinical Medicine 2026;33(1):16-23
Objective To explore the effectiveness of the generative large language model MedGo in nursing decision-making for elderly patients with multimorbidity. Methods A quasi-randomized controlled trial study was conducted involving 6 junior nurses, 6 senior nurses and the MedGo model from January 1, 2025 to March 31, 2025 at the Emergency Internal Medicine Ward of Shanghai East Hospital Affiliated to Tongji University. Clinical data of 120 elderly patients with multimorbidity were analyzed to compare the performance of the three groups in four tasks (nursing diagnosis assessment, nursing intervention formulation, complication identification, and complication prevention) from three evaluation dimensions: decision-making time consumption, decision accuracy, and decision-making quality. Results In terms of decision-making time, the senior nurse group completed all four tasks faster than the junior nurse group (P<0.01), and the MedGo group completed all four tasks faster than the junior nurse group (P<0.001) and the senior nurse group (P<0.001). In terms of decision-making accuracy, senior nurse group scored higher than junior nurse group in all four tasks (P<0.001), while the MedGo group outperformed the senior nurse group only in complication identification (P<0.001). In terms of decision-making quality, the MedGo group scored higher than junior nurse group (P<0.001) and senior nurse group (P<0.001) in all four tasks. Conclusions The MedGo model demonstrates advantages of high efficiency, accuracy, and quality in nursing decision-making for elderly patients with multimorbidity; senior nurses outperform junior nurses in decision-making, providing diverse references for clinical nursing decision-making.
2.Regulation of Rat Intervertebral Disc Annulus Fibrosus Cell Proliferation and Apoptosis by Yaoshu Zhuyu Fang via miR-17-5P/MDM2/p53 Pathway
Haitao JIANG ; Hantao YUAN ; Wenting HUANG ; Rongrong YANG ; Xiaochun CHEN ; Baoqing YU ; Sibo LI
Laboratory Animal and Comparative Medicine 2026;46(1):55-65
ObjectiveTo investigate the effect of Yaoshu Zhuyu Fang on the regulation of the microRNA-17-5P (miR-17-5P)/murine double minute 2 (MDM2)/p53 axis in the proliferation and apoptosis of rat intervertebral disc annulus fibrosus cells, and its potential molecular mechanism. MethodsIntervertebral disc annulus fibrosus tissues were obtained from 8-week-old SPF-grade male SD rats, and annulus fibrosus cells were isolated and obtained by enzyme digestion and mechanical dispersion. Annulus fibrosus cells were divided into 6 groups: Group C was the blank control group, in which annulus fibrosus cells were not treated with interleukin-1β (IL-1β) but were cultured in RPMI 1640 complete medium. Group β was the degeneration model group constructed by treating annulus fibrosus cells with 10 ng/mL IL-1β for 24 h. Group β+B was the IL-1β + blank serum group, in which annulus fibrosus cells were first treated with IL-1β to construct the degeneration model, then treated with RPMI 1640 medium containing 5% blank serum for 24 h. Group β+W was the IL-1β + Yaoshu Zhuyu Fang-containing serum group, in which annulus fibrosus cells were first treated with IL-1β to construct the degeneration model, then treated with RPMI 1640 medium containing 5% Yaoshu Zhuyu Fang-containing serum for 24 h. Group β+I was the IL-1β + miR-17-5P inhibitor group, in which annulus fibrosus cells were first treated with IL-1β to construct the degeneration model, then transfected with miR-17-5P inhibitor. Group β+I+W was the IL-1β + miR-17-5P inhibitor + Yaoshu Zhuyu Fang-containing serum group, in which annulus fibrosus cells were first treated with IL-1β to construct the degeneration model, then transfected with miR-17-5P inhibitor, and finally treated with RPMI 1640 medium containing 5% Yaoshu Zhuyu Fang-containing serum for 24 h. CCK-8 assay was used to detect cell survival rate. Flow cytometry was used to detect cell apoptosis. Real-time quantitative PCR was used to detect the expression levels of miR-17-5P, MDM2 mRNA, and p53 mRNA in cells. Western blotting was used to detect the protein expression levels of MDM2 and p53 in cells. Dual-luciferase reporter system was used to analyze the targeting relationship between miR-17-5P and MDM2. ResultsCompared with Group C, Group β showed a significant decrease in cell survival rate (P<0.001), a significant increase in cell apoptosis rate (P<0.001), significantly increased expression of miR-17-5P, p53 mRNA, and p53 protein (P<0.001), and significantly decreased expression of MDM2 mRNA and protein (P<0.001). Compared with Group β, Group β+W, Group β+I, and Group β+I+W showed significantly increased cell survival rate, significantly decreased apoptosis rate, significantly decreased expression of miR-17-5P, p53 mRNA, and p53 protein, and significantly increased expression of MDM2 mRNA and protein (P<0.001). Moreover, changes in the above indicators were greater in Group β+I+W (P<0.001). Circular RNA Interactome predicted that miR-17-5P had specific binding sites with the 3' untranslated region (3'UTR) of MDM2. Transfection of miR-17-5P mimic significantly reduced the luciferase expression level of co-transfected luciferase reporter plasmid containing wild-type MDM2 3'UTR (P<0.05), but had no significant effect on luciferase expression in cells co-transfected with luciferase reporter plasmid containing mutant MDM2 3'UTR (P>0.05). ConclusionYaoshu Zhuyu Fang down-regulates the expression of miR-17-5P, promotes the synthesis of MDM2 protein, thereby down-regulates p53, promotes proliferation, and inhibits the apoptosis of rat intervertebral disc annulus fibrosus cells.
3.To investigate effect of adipose-derived mesenchymal stem cells on fistula wound repair in fistular-type Crohn's disease model rats based on miR-146a-IRAK axis
Jian NI ; Xiaowen ZHU ; Haitao YU
Chinese Journal of Immunology 2025;41(2):320-327
Objective:To investigate investigate repairing effect of adipose tissue-derived mesenchymal stem cell(ADSC)on fistula wounds in a rat model of fistula Crohn's disease(CD)and its regulation mechanism on miR-146a/interleukin-1 receptor-associ-ated kinase(IRAK)signaling axis.Methods:RT-PCR was used to detect the expression of miR-146a and mRNA expression of IRAK in the serum of 80 fistula-type CD patients treated with fistula after operation.Dual-luciferase gene reporter was used to analysis the re-lationship between miR-146a and IRAK.The rat CD successfully prepared fistula lesions and divided into control group(Con),ADSC intervention group(ADSC),ADSC+miR-146a-antagomir intervention group(ADSC+antagomir),ADSC+miR-146a-antagomir+siR-NA-IRAK intervention group(ADSC+antagomir+si),with 10 rats in each group.One hour after successful modeling,rats in ADSC group were injected with 2×106 cells/ml ADSC suspension into the area around the fistula,and subcutaneously injected 2 μg/kg of miR-146a-antagomir-NC.Rats in the ADSC+antagomir group were injected with 2×106 cells/ml ADSC suspension into the area around the fistula,and subcutaneously injected with 2 μg/kg of miR-146a-antagomir.Rats in the ADSC+antagomir+si group were injected with 2×106 cells/ml ADSC suspension into the area around the fistula,and subcutaneously injected with 2 μg/kg of miR-146a-an-tagomir+siRNA-IRAK.Rats in the Con group,were injected a dose of normal saline into the area around the fistula,and subcutaneous-ly injected 2 μg/kg of miR-146a-antagomir-NC.Each group was treated twice a day for 14 consecutive days.Flow cytometry was used to detect the apoptosis of fistula wound tissue in rats;kits were used to detect the contents of TNF-α and IL-6 in rats serum.Immuno-histochemistry was used to detect angiogenesis in the fistula wound tissue of the rats in each group.Western blot was used to detect the expressions of IRAK,apoptosis protein B-lymphoma-2(Bcl-2),Bcl-2-related x protein(Bax),vascular endothelial growth factor(VEGF)in fistula wound tissue.Results:The expression of miR-146a in the postoperative serum of patients with CD fistulae was sig-nificantly decreased,the mRNA expression of IRAK was significantly increased,and the differences were statistically significant(both P<0.05).miR-146a regulated the expression of IRAK.Compared with the Con group,the apoptosis rate,the contents of TNF-α and IL-6,the expressions of IRAK and Bax in the rat fistula wound of ADSC group,ADSC+antagomir group,ADSC+antagomir+si group were significantly decreased,the number of new blood vessels and the expression of Bcl-2 and VEGF in the fistula tissue were significantly increased.Compared with ADSC group,the apoptosis rate,the contents of TNF-α and IL-6,the expressions of IRAK and Bax in the rat fistula wound of ADSC+antagomir group,ADSC+antagomir+si group were significantly increased,the number of new blood vessels and the expressions of Bcl-2 and VEGF in the fistula tissue were significantly decreased.Compared with ADSC+an-tagomir group,the contents of TNF-α and IL-6,the expressions of IRAK and Bax in the rat fistula wound of ADSC+antagomir+si group were significantly decreased,the number of new blood vessels and the expressions of Bcl-2 and VEGF in the fistula tissue were significantly increased,and the differences were statistically significant(all P<0.05).Conclusion:ADSCs can significantly heal fistu-las after fistula lesions in CD model rats,which may be related to regulating the expression of miR-146a/IRAK,inhibiting cell apopto-sis,and promoting wound angiogenesis.
4.Prediction and Clinical Evaluation of Cobb Angle in Idiopathic Scoliosis Using Machine Learning and Three-Point Mechanical Data of 3D-Printed Orthotics
Xunjun MA ; Ya LI ; Jun YU ; Haitao LIU ; Yuncheng WU ; Jinwu WANG
Journal of Medical Biomechanics 2025;40(2):364-370
Objective A Cobb angle prediction model for adolescent idiopathic scoliosis(AIS)based on three-point mechanical data from three-dimensional(3D)-printed orthotics and various machine learning algorithms was developed,so as to provide an innovative,radiation-free method for early clinical screening and monitoring of AIS.Methods Clinical data from AIS patients and mechanical data from 3D-printed orthotics were collected to construct a comprehensive dataset with features such as gender,age,disease type,weight,and Risser score.Six algorithms,namely,random forest,support vector regression,gradient boosting regressor,extreme gradient boosting,lightgbm,and catboost,were used to construct and evaluate the performance of Cobb angle prediction models.Results The gradient boosting regressor model had the best performance on several evaluation metrics,achieving a precision rate of 0.937,recall rate of 0.818,F1-score of 0.949,and an area under curve(AUC)value of 0.843.In the validation set,the model's predictions reached an accuracy rate of 0.942,fitting well with the actual Cobb values.Conclusions The Cobb angle prediction model based on mechanical data and machine learning effectively avoids the radiation risks associated with traditional full-spine X-ray examinations in early clinical screening.It provides a non-invasive assessment for AIS patients,enhancing the safety and efficiency of screening and monitoring,and offering a powerful decision-making tool for clinicians,with a great clinical significance.
5.Analysis of the safety and feasibility of combined portal vein system resection and reconstruction in laparoscopic pancreaticoduodenectomy
Chengxu DU ; Haotian YU ; Dongrui LI ; Weihong ZHAO ; Jianhua LIU ; Jiansheng ZHANG ; Wenbin WANG ; Wei BIAN ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(2):107-110
Objective:To explore the safety and feasibility of laparoscopic pancreaticoduodenectomy (LPD) combined with portal vein system resection and reconstruction.Methods:The clinical data of 26 patients with pancreatic head cancer or distal bile duct malignant tumors who underwent reconstructive LPD combined with portal vein resection in the Department of Hepatobiliary Surgery of the Second Hospital of Hebei Medical University from January 2016 to December 2023 were retrospectively analyzed, including 13 males and 13 females, aged 63.0 (57.2, 66.0) years. The clinical data of the patients, including the operation time, intraoperative blood loss and blood transfusion, blood flow interruption time, postoperative complications, intensive care unit (ICU) admission time, and hospital stay were recorded.Results:All 26 patients had completed the operation successfully. The operation time was (483.65±118.00) min, the intraoperative blood loss was 1 100 (625, 2 750) ml, the intraoperative blood transfusion was 600 (438, 1 050) ml, and the portal vein system blockade time was (35.00±6.00) min. There were 5 cases (19.2%, 5/26) with laparotomy, 5 cases (19.2%%, 5/26) with repair after partial resection of the portal vein system, 12 cases (46.1%, 12/26) with end-to-end anastomosis of the portal venous system, and 9 cases (34.6%, 9/26) with artificial vascular replacement. There was 1 case of grade B pancreatic fistula (3.8%, 1/26), 3 cases of bile leakage (11.5%, 3/26), 1 case of gastric paralysis (3.8%, 1/26), 3 cases of intestinal obstruction (11.5%, 3/26), 2 cases of abdominal infection (7.7%, 2/26), 2 cases of postoperative bleeding (7.7%, 2/26), 1 case of secondary surgery (3.8%, 1/26), and 1 case of perioperative death (3.8%, 1/26). The postoperative hospital stay was 14.00 (12.00, 20.75) d, the ICU length of stay was 3.0 (1.0, 6.5) d, the tumor length diameter was 4.00 (3.00, 5.38) cm, and the number of positive lymph nodes was 1.0(0.5, 3.5).Conclusion:LPD reconstructed with portal system resection is a safe and effective treatment of patients with pancreatic head cancer or distal bile duct malignancy.
6.Develop and assessment of a predictive model for the first-course efficacy of acute myeloid leukemia
Feng ZHU ; Yile ZHOU ; Yi ZHANG ; Liping MAO ; De ZHOU ; Liya MA ; Chunmei YANG ; Wenjuan YU ; Xingnong YE ; Juying WEI ; Haitao MENG ; Min YANG ; Wenyuan MAI ; Jiejing QIAN ; Yanling REN ; Yinjun LOU ; Jian HUANG ; Gaixiang XU ; Wanzhuo XIE ; Hongyan TONG ; Huafeng WANG ; Jie JIN
Chinese Journal of Hematology 2025;46(4):336-342
Objective:To identify the relevant factors for the first-course remission of acute myeloid leukemia (AML) and to develop a predictive model as well as assess its predictive capability.Methods:Clinical data of 749 patients newly diagnosed with AML admitted to the Department of Hematology, the First Affiliated Hospital, Zhejiang University, School of Medicine from January 1, 2019, to April 30, 2023, were collected and randomly divided into training and validation sets. Multivariate logistic regression analysis was conducted to determine variables associated with complete remission in the first course of induction therapy, and a predictive model was established based on these variables. The receiver operating characteristic (ROC) curve of the predictive model was plotted, and the area under the curve (AUC) was calculated.Results:The indicators predicting the first remission course included peripheral blood white blood cell count during onset, CBF::MYH11 fusion gene, CEBPA bZIP region mutation, myelodysplastic syndrome-related gene mutation, and induction chemotherapy regimen selection as independent factors for the first remission course. The model’s area under the training and validation curves was 0.738 (95% CI: 0.696-0.780) and 0.726 (95% CI: 0.650-0.801), respectively. The Hosmer-Lemeshow test results yielded P-values of 0.993 and 0.335, respectively. Conclusion:In this study, the developed model demonstrates a strong predictive capability for the efficacy of the first course of patients with AML, providing valuable guidance to clinicians in assessing patient prognosis and selecting appropriate treatment strategies.
7.Expert consensus on visualized tele-round and quality control management based on the improvement of clinical practice ability
Wanhong YIN ; Xiaoting WANG ; Ran ZHOU ; Dawei LIU ; Yan KANG ; Yaoqing TANG ; Xiaochun MA ; Jianguo LI ; Zhenjie HU ; Haitao ZHANG ; Wei HE ; Lixia LIU ; Wenjin CHEN ; Ran ZHU ; Jun WU ; Hongmin ZHANG ; Lina ZHANG ; Wenzhao CHAI ; Shihong ZHU ; Wangbin XU ; Rongqing SUN ; Xiangyou YU ; Tianjiao SONG ; Ying ZHU ; Hong REN ; Ai SHANMU ; Qing ZHANG ; Wei FANG ; Xiuling SHANG ; Liwen LYU ; Shuhan CAI ; Xin DING ; Heng ZHANG ; Guang FENG ; Lipeng ZHANG ; Bo HU ; Dong ZHANG ; Weidong WU ; Feng SHEN ; Xiaojun YANG ; Zhenguo ZENG ; Qibing HUANG ; Xueying ZENG ; Tongjuan ZOU ; Milin PENG ; Yulong YAO ; Mingming CHEN ; Hui LIAN ; Jingmei WANG ; Yong LI ; Feng QU ; Gang YE ; Rongli YANG ; Xiukai CHEN ; Suwei LI ; Juxiang WANG ; Yangong CHAO
Chinese Journal of Internal Medicine 2025;64(2):101-109
Turning to critical illness is a common stage of various diseases and injuries before death. Patients usually have complex health conditions, while the treatment process involves a wide range of content, along with high requirements for doctor′s professionalism and multi-specialty teamwork, as well as a great demand for time-sensitive treatments. However, this is not matched with critical care professionals and the current state of medical care in China. Telemedicine, which shortens the distance of medical professionals and the gap of disease diagnosis and treatments in various regions through electronic information, can effectively solve the current problem. Therefore, there is an urgent need to develop a standardized, high-quality visualization telemedicine round system .Therefore, experts have been organized to search domestic and foreign literature on telemedicine round for critically ill patients and to form this consensus based on clinical experiences so as to further improve the level of critical care treatments in regions.
8.Observation on difference of iron deposition in deep brain nuclei of systemic lupus erythematosus patients with different disease activity levels using quantitative susceptibility mapping
Zihao LEI ; Chao TAO ; Liang XU ; Haitao DIAO ; Jian ZHAI ; Yongmei YU
Chinese Journal of Medical Imaging Technology 2025;41(4):587-591
Objective To observe the difference of iron deposition in brain deep nuclei of systemic lupus erythematosus(SLE)patients with different disease activity levels using quantitative susceptibility mapping(QSM).Methods Fifty-four SLE patients were retrospectively enrolled and divided into moderate to severe activity group(score>9,n=25)and mild activity group(score≤9,n=29)according to SLE disease activity index(SLEDAI)score.Patients' general clinical data,as well as the mean QSM of bilateral head of caudate nuclei,putamina,globi pallidi,red nuclei,substantiae nigrae,dentate nuclei and thalami were compared between groups.Pearson or Spearman coefficients were performed to analyze correlations of the mean QSM of nuclei being significant different between groups and conventional clinical indicators.Then receiver operating characteristic(ROC)curve was drawn,and the area under the curve(AUC)was calculated to evaluate the efficacy of the mean QSM for distinguishing moderate to severe and mild activity SLE.Results Compared with mild activity group,moderate to severe activity group had higher serum ferritin,erythrocyte sedimentation rate(ESR),C reactive protein(CRP),anti-double stranded DNA(anti-dsDNA)antibody levels,also higher proportion of positive anti-ribosomal P protein(anti-P)antibodies,but lower complement C3 and C4 levels(all P<0.05).The mean QSM of bilateral putamina and thalami were significantly higher in moderate to severe activity group than in mild activity group(both P<0.05).The mean QSM of bilateral putamina was positively correlated with SLEDAI scores,ferritin levels and positivity of anti-P antibodies in SLE patients(with r or rs of 0.447,0.526 and 0.473,respectively,and all P<0.05).The AUC for distinguishing moderate to severe SLE and mild activity SLE based on the mean bilateral putamina QSM was 0.810.Conclusion There were significant differences of iron deposition in deep brain nuclei of SLE patients with moderate to severe and mild activity.The mean QSM of bilateral putamina could be used to distinguish SLE with moderate to severe activity and mild activity.
9.Aumolertinib as first-line treatment for EGFR-mutated non-small cell lung cancer:A real-world study
Mingyuan GUO ; Xiaoman DUAN ; Haitao WANG ; Jun ZHU ; Yu ZHANG ; Yanbin ZHAO
Tumor 2025;45(1):35-46
Objective:To evaluate the efficacy of almonertinib,a third-generation epidermal growth factor receptor-tyrosine kinase inhibitor(EGFR-TKI),as a first-line treatment for patients with EGFR-mutated advanced non-small cell lung cancer(NSCLC)in the real-world clinical practise,and to systematically analyze the independent risk factors influencing their prognosis.Methods:This retrospective cohort study enrolled 73 patients with EGFR-mutated advanced NSCLC who received first-line treatment with aumolertinib from April 1,2020 to December 31,2021.Survival curves were generated by using the Kaplan-Meier method,and intergroup comparisons were performed via log-rank test.Univariate and multivariate analyses of prognostic factors were conducted by using the COX proportional hazards regression model,with a focus on identifying prognostic factors in the subgroup of baseline brain metastases.Results:Among 73 patients,the median progression-free survival(mPFS)was 19.4 months,and the disease control rate(DCR)was 93.2%.Multivariate COX regression analysis revealed that central nervous system(CNS)metastasis status,EGFR mutation subtype,ECOG performance status(PS)score,and gender might be independent risk factors for PFS.Among 33 patients with baseline brain metastases,combined almonertinib with radiotherapy or bevacizumab,maximum diameter of brain metastases(≥3 cm),and ECOG PS score might be independent risk factors of PFS.Conclusion:This first real-world study confirms that aumolertinib demonstrates favorable efficacy as first-line treatment for EGFR-mutated locally advanced or metastatic NSCLC patients,aligning with findings from phase Ⅲ clinical trials.For patients in subgroup of baseline brain metastases,combining almonertinib with radiotherapy or bevacizumab is recommended to optimize outcomes.
10.Research on the Mechanism of Luzhongjiangu Decoction in Treating ONFH Based on Network Pharmacology,Metabolomics,and Molecular Docking
Tianyuan JING ; Ping WANG ; Ru ZHANG ; Yang YU ; Wanying QI ; Haitao DU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(9):2609-2623
Objective To explore the mechanism of Luzhongjiangu Decoction in treating Osteonecrosis of the femoral head(ONFH).Methods Animal experiments were conducted to validate the therapeutic effect of Luzhongjiangu Decoction on ONFH.Network pharmacology was employed to screen potential targets,and molecular docking was used to verify the affinity between ligands and receptors.Fifty rats were randomly divided into blank group,model group,high-dose Luzhongjiangu Decoction groups,medium-dose Luzhongjiangu Decoction groups and low-dose Luzhongjiangu Decoction groups.After treatment,the therapeutic effect was evaluated by bone histomorphometry,bone histopathology and the expression of osteogenic related proteins.The serum metabolic differences were detected by UHPLC-QE-MS non-targeted metabonomics technique,followed by metabolic pathway enrichment analysis.Network pharmacology and metabolomics were integrated,and molecular docking was employed to further investigate the underlying mechanisms..Results The experimental results showed that Luzhongjiangu Decoction can significantly increase the expression of OCN,OPN and other osteogenic related factors,increase bone mineral density,alleviate the destruction of bone trabeculae,compared with that in the model group(P<0.01).The metabolomics test showed that compared with model group,Luzhongjiangu Decoction could callback 34 kinds of serum metabolic differences,involving 21 metabolic pathways,the main metabolic pathways were arachidonic acid metabolism,steroid hormone biosynthesis,primary bile acid biosynthesis,lysine degradation and so on.Network pharmacological results suggested that 185 active components and 1040 targets,551 disease targets and 76 intersection targets were obtained.The key pathways of Luzhongjiangu Decoction in the treatment of ONFH,which were analyzed by KEGG,involved HIF-1 signaling pathway,thyroid hormone signaling pathway,Calcium signaling pathway and so on.Integrated analysis showed that Luzhongjiangu Decoction may treat ONFH through seven metabolic pathways including arginine and proline metabolism,arachidonic acid metabolism,and steroid hormone biosynthesis;the molecular docking results also revealed correlation between potential pharmacodynamic substances and core target genes.Conclusion Luzhongjiangu Decoction can regulate the balance between proliferation and apoptosis of bone cells in a hypoxic environment by affecting the metabolic pathways such as arachidonic acid metabolism and HIF-1 signaling pathway,thereby exerting a therapeutic effect on osteonecrosis of the femoral head.

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