1.Development and application on a full process disease diagnosis and treatment assistance system based on generative artificial intelligence.
Wanjie YANG ; Hao FU ; Xiangfei MENG ; Changsong LI ; Ce YU ; Xinting ZHAO ; Weifeng LI ; Wei ZHAO ; Qi WU ; Zheng CHEN ; Chao CUI ; Song GAO ; Zhen WAN ; Jing HAN ; Weikang ZHAO ; Dong HAN ; Zhongzhuo JIANG ; Weirong XING ; Mou YANG ; Xuan MIAO ; Haibai SUN ; Zhiheng XING ; Junquan ZHANG ; Lixia SHI ; Li ZHANG
Chinese Critical Care Medicine 2025;37(5):477-483
The rapid development of artificial intelligence (AI), especially generative AI (GenAI), has already brought, and will continue to bring, revolutionary changes to our daily production and life, as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field. Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin, Tianjin University, and other institutions to carry out research in areas such as smart healthcare, smart services, and smart management. We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare. The development of this project is of great significance. The first goal is to upgrade and transform the hospital's information center, organically integrate it with existing information systems, and provide the necessary computing power storage support for intelligent services within the hospital. We have implemented the localized deployment of three models: Tianhe "Tianyuan", WiNGPT, and DeepSeek. The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology. With generative intelligence as the core, this solution provides patients with a visual medical interaction solution. The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment. In this project, we have developed assistant tools such as intelligent inquiry, intelligent diagnosis and recognition, intelligent treatment plan generation, and intelligent assisted medical record generation to improve the safety, quality, and efficiency of the diagnosis and treatment process. This study introduces the content of a full-process disease diagnosis and treatment assistance system, aiming to provide references and insights for the digital transformation of the healthcare industry.
Artificial Intelligence
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Humans
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Delivery of Health Care
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Generative Artificial Intelligence
2.Mechanism prediction and experimental verification of Maxing Shigan Decoction against influenza A virus infection based on UPLC-MS/MS and network pharmacology
Jiawang HUANG ; Jianing SHI ; Yang LIU ; Zhiying FENG ; Jingmin FU ; Siyu WANG ; Xuan JI ; Rong YU ; Ling LI
Digital Chinese Medicine 2025;8(4):532-542
Objective:
To investigate the chemical compositions of Maxing Shigan Decoction (麻杏石甘汤, MXSGD) and elucidate its anti-influenza A virus (IAV) mechanism from prediction to validation.
Methods:
Ultra high-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) was employed to analyze the chemical compositions of MXSGD. Network pharmacology theories were used to screen and identify shared targets of both the potential targets of active ingredients of MXSGD and IAV. A protein-protein interaction (PPI) network was then constructed, followed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. The binding stability between core bioactive compounds and key targets was validated by molecular docking and dynamic simulations. A total of 24 BALB/c mice were infected with IAV to build IAV mouse models. After successful modelling, the mouse models were randomly divided into model, MXSGD high-dose (2.8 g/kg), MXSGD low-dose (1.4 g/kg), and oseltamivir (20.14 mg/kg) groups, with an additional normal mice as control group (n = 6 per group). The treatments were administered by gavage daily between 8:00 a.m. and 10:00 a.m. for five consecutive days. Upon completion of the administration, the body weight ratio, lung index, protein content in the bronchoalveolar lavage fluid (BALF), and the levels of inflammatory factors including interleukin (IL)-6 and tumor necrosis factor (TNF)-α in mice were measured to preliminarily analyze the therapeutic efficacy of MXSGD against IAV infection. Furthermore, the expression levels of mechanistic target of rapamycin (mTOR), hypoxia inducible factor (HIF)-1α, and vascular endothelial growth factor (VEGF) proteins in the HIF-1 signaling pathway, which was enriched by network pharmacology, were detected by Western blot.
Results:
A total of 212 chemical components in MXSGD were identified by the UPLC-MS/MS method. These chemical components can be classified into 9 primary categories and 31 secondary categories. After intersecting the chemical component targets with IAV-related targets, a total of 567 potential MXSGD components targeting IAV were identified. The construction of PPI network and the results of both GO and KEGG enrichment analyses revealed that the anti-IAV effects of MXSGD were associated with multiple pathways, including apoptosis, TNF, HIF-1, and IL-17 signaling pathways. The results of molecular docking demonstrated that the binding energies between the core compound 1-methoxyphaseollin and key targets including HIF-1α, mTOR, and VEGF were all lower than – 5.0 kcal/mol. Furthermore, molecular dynamics simulations confirmed the structural stability of the resulting complexes. Animal experiments showed that compared with the normal controls, IAV-infected mice showed significantly reduced body weight ratio, markedly increased lung index, protein content in BALF, and the levels of inflammatory factors such as IL-6 and TNF-α (P < 0.01), thereby causing damage to the lung tissue; consequently, the expression levels of mTOR, HIF-1α, and VEGF proteins in the lung tissues of these mice were significantly elevated (P < 0.01). However, after MXSGD treatment, the mouse models presented a significant increase in body weight ratio, as well as marked decreases in lung index, protein content in BALF, and the levels of inflammatory factors including IL-6 and TNF-α (P < 0.01). Furthermore, the therapy alleviated IAV-induced injuries and significantly downregulated the expression levels of mTOR, HIF-1α, and VEGF proteins in lung tissues (P < 0.01 or P < 0.05).
Conclusion
MXSGD exerts anti-IAV effects through multi-component, multi-target, and multi-pathway synergism. Among them, 1-methoxyphaseollin is identified as a potential key component, which alleviates virus-induced lung injury and inflammatory response via the regulation of HIF-1 signaling pathway, providing experimental evidence for the clinical application of MXSGD.
3.Retrospective cohort study on the relationship between MTHFR and ABCB1 gene polymorphisms and high-dose methotrexate toxicity in children with acute lymphoblastic leukemia
Rui XU ; Jing LI ; Yu HU ; Li-fu Wu-jü-dan·A MAI ; Rui ZHANG ; Wen JIANG ; Xuan SUN ; Lin WANG ; Jun ZHAO
The Chinese Journal of Clinical Pharmacology 2024;40(13):1963-1967
Objective To determine the relationship between methylenetetrahydrofolate reductase(MTHFR)C677T,A1298C and multidrug resistance 1(ABCB1)C3435T gene polymorphisms and the adverse reactions of high-dose methotrexate(HD-MTX)in children with acute lymphoblastic leukemia(ALL).Methods Blood samples of ALL children treated with HD-MTX chemotherapy were collected,and the polymorphic polymorphism of MTHFR C677T,A1298C and ABCB1 C3435T genes were detected by sequencing method.The adverse drug reactions after MTX chemotherapy were evaluated according to the common adverse drug reaction grading criteria.The relationship between MTHFR C677T,A1298C and ABCB1 C3435T gene polymorphisms and HD-MTX adverse drug reactions was analyzed.Results The risk of MTHFR A1298C AC+CC type hepatic injury(grade 2)was higher than AA type[odds ratio(OR)2.350,95%confidence interval(CI)=1.038-5.320,P<0.05],no correlations were found between MTHFR A1298C and myelosuppression,mucositis,gastrointestinal reaction and acute renal impair(all P>0.05).ABCB1 C3435T CT type hepatic injury(grade 2)was higher than TT type(OR 5.161,95%CI 1.371-19.424,P<0.05),ABCB1 C3435T CC+CT type hepatic injury(grade 2)was higher than TT type(OR 4.231,95%CI 1.165-15.362,P<0.05);no correlations were found between ABCB1 C3435T and myelosuppression,mucositis,gastrointestinal reaction and acute renal impair(all P>0.05).No correlations wre found between MTHFR C677T and HD-MTX adverse drug reactions(all P>0.05).Conclusion When treating ALL with HD-MTX,adverse drug reactions can be predicted by detecting MTHFR A1298C and ABCB1 C3435T genotypes,so as to implement more scientific individualized medication.
4.Investigation on psychological resilience,professional identity and employment pressure of nursing students with different educational levels
Jie LIU ; Yitong FAN ; Xuan ZHAO ; Fu YU
Journal of Shenyang Medical College 2024;26(6):623-628
Objective:To explore the relationship between psychological resilience,professional identity and employment pressure of nursing students with different educational levels,and analyze its influencing factors.Methods:A total of 208 nursing students with different educational levels were investigated by using the general information questionnaire,the employment pressure questionnaire of nursing students,the psychological resilience scale and the professional identity questionnaire.The correlation among psychological resilience,professional identity and employment stress was analyzed by Pearson correlation analysis.Results:The total score of professional identity,psychological resilience,and employment stress was(54.46±12.34),(57.62±18.66),and(98.30±20.25),respectively.There was no significant difference in professional identity score and psychological resilience score among nursing students with different educational levels(P>0.05).There was no significant difference in the employment stress scores between nursing students upgrading from a junior college and undergraduate and junior college nursing students(P>0.05),while the employment stress score of junior college nursing students were significantly higher than that of undergraduate nursing students(P<0.05).Pearson correlation analysis showed that the total score of employment stress was positively correlated with the total score of psychological resilience(r=0.252),and the total score of professional identity(r=0.312)(P<0.01).Conclusions:The psychological resilience of nursing students is at the average level,professional identity is low,and the employment pressure of junior college nursing students is higher than that of undergraduates.Targeted interventions should be developed to improve the psychological resilience and professional identity of nursing students,and reduce the employment pressure level of junior college nursing students.
5.Sulodexide inhibits neointimal hyperplasia of arteriovenous fistulas in rats through inactivation of YAP
Yaxin LI ; Bingyu LI ; Xin LIN ; Xuan LIU ; Chenglin DAI ; Yu ZHAO ; Qining FU ; Yun WANG
Journal of Army Medical University 2024;46(12):1403-1409
Objective To explore the role of sulodexide(SDX)in neointimal hyperplasia of arteriovenous fistulas(AVFs)in chronic kidney disease(CKD)rats and its possible mechanism.Methods A total of 18 male rats(weighing 300±50 g)were randomly and equally divided into AVF group,CKD+AVF group(CKD induction followed by AVF surgery and then gavaged with normal saline for 2 months),and CKD+AVF+SDX group[treated as in the CKD+AVF group but with 8 mg/(kg·d)SDX gavage].HE staining was used to observe the degree of neointimal hyperplasia.The expression of Hippo pathway related molecules,Yes-associated protein(YAP),pYAP and connective tissue growth factor(CTGF,YAP downstream target protein,one of mesenchymal marker)was detected by immunofluorescence assay.After human umbilical vein cell fusion EAHy926 cells were treated with 0,2.5,5,10,20 or 40 μg/mL SDX for 24 h,and with 2.5 μg/mL SDXfor24,48 or 72 h,respectively,CCK-8 assay was used to measure cell survival rate.Moreover,the serum sample from CKD rat was used to treat EAHy926 cells,and then the cells were treated with SDX or YAP inhibitor verteporfin.The expression levels of YAP,pYAP,CTGF and endothelial cell marker CD31 were detected by Western blotting.Results HE staining and immunofluorescence assay showed that CKD rats had serious neointimal hyperplasia in AVFs(P<0.05),and slightly lower expression of pYAP and enhanced expression of CTGF(P<0.05)when compared with the rats of the AVF group.While,SDX treatment alleviated the neointimal hyperplasia of AVFs,enhanced the expression of pYAP and reduced the expression of CTGF(P<0.05).CCK-8 assay showed that cell survival rate was decreased significantly in a dose-and time-dependent manner after SDX treatment(P<0.05).Western blotting revealed that SDX increased the expression of pYAP and CD31 while inhibited the expression of CTGF in EAHy926 cells(P<0.05),which was consistent with the effect of verteporfin treatment.Conclusion SDX can block YAP activation caused by CKD and attenuate neointimal hyperplasia in AVFs.
6.G-Quadruplex Dimer/ExonucleaseⅠAssisted Signal Amplification Strategy for Rapid Determination of Aflatoxin B1 Using a Paper Chip
Xuan HE ; Ji QI ; Zi-Hui YU ; Yan CHEN ; Xiu-Li FU
Chinese Journal of Analytical Chemistry 2024;52(8):1094-1102,中插1-中插5
In this work,a tetrahedral DNA nanostructure(TDN)functionalized rotational paper-based analytical device(RPAD)was constructed for rapid and highly sensitive detection of aflatoxin B1(AFB1)using exonucleaseⅠ(ExoⅠ)and G-quadruplex(G4)dimer.Herein,a single-stranded DNA,containing both of the G4 dimer sequence and AFB1 recognition sequence,was used as the recognition probe(G4 dimer probe).TDN was used to precisely regulate the orientation and distribution density of G4 dimer probe to improve the recognition efficiency of the system.ExoⅠas a single stranded DNA specific nuclease was introduced for effective amplification of the detection signal.G4 dimer was employed to enhance the fluorescence signal of thioflavin T(ThT).In the absence of AFB1,the G4 dimer structure of G4 dimer probe could specifically bind with ThT to generate dramatic fluorescence enhancement.However,in the presence of AFB1,AFB1 could specifically bind with G4 dimer probe,resulting in the dissociation of G4 dimer probe from TDN and further be digested by ExoⅠ.At the same time,the released AFB1 could bind to G4 dimer probe on the TDN again by this way to generate signal amplification.After this cycle,the amount of aptamer on the TDN was decreased,accompanied by the reduction of G4 dimer on TDN.In this case,the fluorescence intensity of the system was reduced.The designed RPAD showed a good linear response in AFB1 concentration range of 0.0001-500 ng/mL and the limit of detection was 0.1 pg/mL.Moreover,the proposed strategy was successfully applied to detection of AFB1 in peanut and wine.The developed TDN/G4 dimer/ExoⅠstrategy improved the specificity and sensitivity of the system significantly.
7.Effect and mechanism of transplantation bone marrow stromal stem cells transfected NRG1 gene on repair of hemi-transected spinal cord injury in rats
Yu-Xuan FU ; Jun CHEN ; Fu-Sheng ZHAO ; Yuan-Yuan LI ; Ke-Xin ZHANG ; Geng WU
Medical Journal of Chinese People's Liberation Army 2024;49(2):204-213
Objective To investigate the effect and mechanism of transplantation of neuregulin1(NRG1)gene-modified bone marrow mesenchymal stem cells(BMSCs)on the repair of hemi-transected spinal cord injury(SCI)in rats.Methods Isolated and cultured rat BMSCs,followed by transfection with the NRG1 gene.The levels of NRG1 in BMSCs lysate and culture supernatant was deected by ELISA method,and the proliferation activity of the BMSCs was detected by cell counting method.Forty-three healthy 8-week-old SD rats were randomly divided into control group(n=10),SCI model group(n=10),BMSCs group(n=10),and NRG1-BMSCs group(n=13).After establishing the spinal cord hemisection model,animals received in-situ transplantation of BMSCs or NRG1-BMSCs.On the 1,7,14,21,and 28 days after transplantation,the hind limb motor function was evaluated using BBB score and inclined plate test;on the 7th day after transplantation,the migration and distribution of transplanted cells was monitored using a fluorescence microscope;on the 28th day after transplantation,the pathological changes of rat spinal cord tissues was examined using HE staining and Nissl staining;cell apoptosis using TUNEL staining,and levels of endoplasmic reticulum stress-related proteins[X-box binding protein 1(XBP1),C/EBP homologous protein(CHOP),activating transcription factor 4(ATF4),ATF6,glucose-regulated protein 78(GRP78)]and apoptosis-related proteins[B-cell lymphoma-2(Bcl-2)and Bcl-2-associated protein X(Bax)]in rat spinal cord tissues using Western blotting.Results BMSCs were successfully isolated,cultured,and transfected with the NRG1 gene.ELISA method results showed that the NRG1 contents in the NRG1-BMSCs lysate and culture supernatant were significantly higher than that of BMSCs in a time-dependent manner(P<0.05).The proliferation activity of NRG1-BMSCs was significantly higher than that of BMSCs(P<0.05).On the 21 and 28 days after transplantation,the BBB score and the slope angle of the inclined plate in NRG1-BMSCs group were higher than those in SCI model group or BMSCs group(P<0.05).However,it did not reverse to the level in control group(P<0.05).On the 28th day after transplantation,compared with the SCI model group and BMSCs group,neuronal pyknosis reduced,the Nissl body density increased,the expression levels of XBP1,CHOP,ATF4,ATF6,GRP78,and Bax,and the rate of TUNEL-positive cells significantly reduced in NRG1-BMSCs group(P<0.05),and the expression level of Bcl-2 significantly increased(P<0.05).Conclusion Transplantation of NRG1 gene-modified BMSCs can alleviate SCI and improve the recovery of motor function in rats.The mechanism may be related to promoting the proliferation activity of BMSCs,inhibiting cell apoptosis,and mitigating endoplasmic reticulum stress.
8.A Prognostic Model Based on Colony Stimulating Factors-related Genes in Triple-negative Breast Cancer
Yu-Xuan GUO ; Zhi-Yu WANG ; Pei-Yao XIAO ; Chan-Juan ZHENG ; Shu-Jun FU ; Guang-Chun HE ; Jun LONG ; Jie WANG ; Xi-Yun DENG ; Yi-An WANG
Progress in Biochemistry and Biophysics 2024;51(10):2741-2756
ObjectiveTriple-negative breast cancer (TNBC) is the breast cancer subtype with the worst prognosis, and lacks effective therapeutic targets. Colony stimulating factors (CSFs) are cytokines that can regulate the production of blood cells and stimulate the growth and development of immune cells, playing an important role in the malignant progression of TNBC. This article aims to construct a novel prognostic model based on the expression of colony stimulating factors-related genes (CRGs), and analyze the sensitivity of TNBC patients to immunotherapy and drug therapy. MethodsWe downloaded CRGs from public databases and screened for differentially expressed CRGs between normal and TNBC tissues in the TCGA-BRCA database. Through LASSO Cox regression analysis, we constructed a prognostic model and stratified TNBC patients into high-risk and low-risk groups based on the colony stimulating factors-related genes risk score (CRRS). We further analyzed the correlation between CRRS and patient prognosis, clinical features, tumor microenvironment (TME) in both high-risk and low-risk groups, and evaluated the relationship between CRRS and sensitivity to immunotherapy and drug therapy. ResultsWe identified 842 differentially expressed CRGs in breast cancer tissues of TNBC patients and selected 13 CRGs for constructing the prognostic model. Kaplan-Meier survival curves, time-dependent receiver operating characteristic curves, and other analyses confirmed that TNBC patients with high CRRS had shorter overall survival, and the predictive ability of CRRS prognostic model was further validated using the GEO dataset. Nomogram combining clinical features confirmed that CRRS was an independent factor for the prognosis of TNBC patients. Moreover, patients in the high-risk group had lower levels of immune infiltration in the TME and were sensitive to chemotherapeutic drugs such as 5-fluorouracil, ipatasertib, and paclitaxel. ConclusionWe have developed a CRRS-based prognostic model composed of 13 differentially expressed CRGs, which may serve as a useful tool for predicting the prognosis of TNBC patients and guiding clinical treatment. Moreover, the key genes within this model may represent potential molecular targets for future therapies of TNBC.
9.Percutaneous foraminal endoscopy for the treatment of lumbar lateral recess stenosis in elderly.
Fu-Dong SHI ; Shi-Min ZHANG ; Jiao JIN ; Guan-Nan WU ; Ming MA ; Yu-Zhang LIU ; Zhao-Jie ZHANG ; Jing-Xuan MO
China Journal of Orthopaedics and Traumatology 2023;36(1):43-47
OBJECTIVE:
To investigate the clinical efficacy and safety of percutaneous foraminal endoscopy in the treatment of lumbar lateral recess stenosis in elderly.
METHODS:
The clinical data of 31 elderly patients with lumbar lateral recess stenosis treated by percutaneous foraminal endoscopic decompression from March 2018 to August 2019 were retrospectively analyzed. Including 16 males and 15 females, aged from 65 to 81 years with an average of (71.13±5.20) years, the course of disease ranged from 3 months to 7 years with an average of (14.36±6.52) months. Visual analogue scale (VAS) and Oswestry disability index (ODI) were used to assess clinical symptom and functional status before operation and 1, 6, 12 months after operation. At the final follow-up, the modified Macnab standard was used to evaluate clinical efficacy.
RESULTS:
All patients were completed the operation successfully. The operation time was from 75 to 120 min with an average of (97.84±11.22 ) min. All 31 patients were followed up from 12 to 28 months with an average of (17.29±5.56) months. Postoperative lumbago-leg pain VAS and ODI were significantly improved at 1, 6, and 12 months(P<0.01). At the final follow-up, according to the modified Macnab standard to evaluate the effect, 23 got excellent results, 5 good, 3 fair. One patient had severe adhesions between peripheral tissues and nerve root, and postoperative sensory abnormalities in the lower extremities were treated conservatively with traditional Chinese medicine and neurotrophic drugs, which recovered at 2 weeks after surgery. No complications such as nerve root injury and infection occurred.
CONCLUSION
The intervertebral foraminal endoscopy technique, which is performed under local anesthesia for a short period of operation, ensures adequate decompression while minimizing complications, and is a safe and effective surgical procedure for elderly patients with lumbar lateral recess stenosis.
Male
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Female
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Humans
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Aged
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Infant
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Constriction, Pathologic/surgery*
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Spinal Stenosis/surgery*
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Decompression, Surgical/methods*
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Retrospective Studies
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Lumbar Vertebrae/surgery*
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Endoscopy/methods*
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Treatment Outcome

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