1.Construction and application of the "Huaxi Hongyi" large medical model
Rui SHI ; Bing ZHENG ; Xun YAO ; Hao YANG ; Xuchen YANG ; Siyuan ZHANG ; Zhenwu WANG ; Dongfeng LIU ; Jing DONG ; Jiaxi XIE ; Hu MA ; Zhiyang HE ; Cheng JIANG ; Feng QIAO ; Fengming LUO ; Jin HUANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):587-593
Objective To construct large medical model named by "Huaxi HongYi"and explore its application effectiveness in assisting medical record generation. Methods By the way of a full-chain medical large model construction paradigm of "data annotation - model training - scenario incubation", through strategies such as multimodal data fusion, domain adaptation training, and localization of hardware adaptation, "Huaxi HongYi" with 72 billion parameters was constructed. Combined with technologies such as speech recognition, knowledge graphs, and reinforcement learning, an application system for assisting in the generation of medical records was developed. Results Taking the assisted generation of discharge records as an example, in the pilot department, after using the application system, the average completion times of writing a medical records shortened (21 min vs. 5 min) with efficiency increased by 3.2 time, the accuracy rate of the model output reached 92.4%. Conclusion It is feasible for medical institutions to build independently controllable medical large models and incubate various applications based on these models, providing a reference pathway for artificial intelligence development in similar institutions.
2.Expression of GLIS3 protein in triple negative breast cancer and its influence on prognosis of patients
Chenhao LI ; Yueping LIU ; Chunxiao LI ; Guozhong CUI ; Xuchen HUANG ; Yi ZHANG ; Guoyu ZHANG ; Cuizhi GENG
Journal of Army Medical University 2024;46(13):1553-1560
Objective To observe the expression of GLIS3 in triple negative breast cancer(TNBC)and analyze its relationship with the prognosis of TNBC patients.Methods Bioinformatic analysis was applied to analyze the expression level of GLIS3 in Gene Expression Omnibus(GEO).Kaplan-Meier survival curve was plotted to evaluate the impact of GLIS3 expression on the survival rate of patients based on DNA chip data.A total of 125 patients pathologically diagnosed as TNBC in the Fourth Hospital of Hebei Medical University from January to December 2014 were enrolled by cluster random sampling.Among them,53 patients had complete tissue specimens,medical records and follow-up data.Immunohistochemical assay was used to detect the expression of GLIS3 in TNBC and adjacent tissues to tumors,while the relationships between GLIS3 protein expression in breast cancer tissues and clinicopathological parameters such as age,menstrual status,tumor size,clinical stage,histological grade,pathological type,axillary lymph node metastasis,vascular tumor thrombus,and expression of TP53 and Ki-67 were analyzed.Kaplan-Meier survival curve was plotted to analyze the effect of GLIS3 on the overall and disease-free survival of TNBC patients.Cox regression model was established to identify the risk factors impacting the prognosis of the patients.Results Analysis of GEO data showed that the expression of GLIS3 in TNBC was significantly higher than that in paracancer tissues(P<0.05).The expression of GLIS3 was notably higher in the TNBC tissue than the adjacent tissue to tumor(P<0.05).A marked augmentation of GLIS3 expression was observed in both the advanced and larger-sized tumors(P<0.05).Univariate analysis of Cox regression model revealed that lymph node metastasis,TNM stage and GLIS3 expression were all related to disease-free survival of TNBC patients(P<0.05).Univariate and multivariate analyses displayed that TNM stage was related to the overall survival of TNBC patients(P<0.05).The patients with high expression of GLIS3 had significant shorter disease-free survival time than those with low expression(P<0.05),but had no statistical difference in overall survival(P>0.05).Conclusion GLIS3 protein is highly expressed in TNBC tissues,and tumor size and TNM stage are correlated with its high expression.The high expression of GLIS3 suggests that the patients have poor prognosis and low disease-free survival rate.
3.Effect of complete percutaneous revascularization on improving long-term outcomes of patients with chronic total occlusion and multi-vessel disease.
Zeya LI ; Ziru ZHOU ; Lei GUO ; Lei ZHONG ; Jingnan XIAO ; Shaoke MENG ; Yingdong WANG ; Huaiyu DING ; Bo ZHANG ; Hao ZHU ; Xuchen ZHOU ; Rongchong HUANG
Chinese Medical Journal 2023;136(8):959-966
BACKGROUND:
Limited data are available on the comparison of clinical outcomes of complete vs. incomplete percutaneous coronary intervention (PCI) for patients with chronic total occlusion (CTO) and multi-vessel disease (MVD). The study aimed to compare their clinical outcomes.
METHODS:
A total of 558 patients with CTO and MVD were divided into the optimal medical treatment (OMT) group ( n = 86), incomplete PCI group ( n = 327), and complete PCI group ( n = 145). Propensity score matching (PSM) was performed between the complete and incomplete PCI groups as sensitivity analysis. The primary outcome was defined as the occurrence of major adverse cardiovascular events (MACEs), and unstable angina was defined as the secondary outcome.
RESULTS:
At a median follow-up of 21 months, there were statistical differences among the OMT, incomplete PCI, and complete PCI groups in the rates of MACEs (43.0% [37/86] vs. 30.6% [100/327] vs. 20.0% [29/145], respectively, P = 0.016) and unstable angina (24.4% [21/86] vs. 19.3% [63/327] vs. 10.3% [15/145], respectively, P = 0.010). Complete PCI was associated with lower MACE compared with OMT (adjusted hazard ratio [HR] = 2.00; 95% confidence interval [CI] = 1.23-3.27; P = 0.005) or incomplete PCI (adjusted HR = 1.58; 95% CI = 1.04-2.39; P = 0.031). Sensitivity analysis of PSM showed similar results to the above on the rates of MACEs between complete PCI and incomplete PCI groups (20.5% [25/122] vs. 32.6% [62/190], respectively; adjusted HR = 0.55; 95% CI = 0.32-0.96; P = 0.035) and unstable angina (10.7% [13/122] vs. 20.5% [39/190], respectively; adjusted HR = 0.48; 95% CI = 0.24-0.99; P = 0.046).
CONCLUSIONS
For treatment of CTO and MVD, complete PCI reduced the long-term risk of MACEs and unstable angina, as compared with incomplete PCI and OMT. Complete PCI in both CTO and non-CTO lesions can potentially improve the prognosis of patients with CTO and MVD.
Humans
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Treatment Outcome
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Percutaneous Coronary Intervention/methods*
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Coronary Occlusion/surgery*
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Prognosis
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Angina, Unstable/surgery*
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Chronic Disease
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Risk Factors
4.Successful conservative treatment of radial nerve palsy in a neonate
Dandan WANG ; Fen HE ; Gaili GUO ; Fanhui ZHANG ; Jiarong PAN ; Tianming YUAN ; Xuchen ZHOU
Chinese Journal of Perinatal Medicine 2023;26(12):1037-1039
This paper reported a case of neonatal radial nerve palsy that was successfully treated by conservative therapy. The patient with 39 weeks of gestational age was born vaginally. On the 2nd day after birth, right wrist drop, decreased muscle strength in the right upper limb, the erythema patch, and the subcutaneous nodule on the upper arm were observed. Electromyography revealed acute denervation of the radial nerve. Based on the electromyography results combined with clinical evaluations, neonatal radial nerve palsy was diagnosed. The patient was treated with self-made simple splint fixation along with comprehensive treatment. At 15 days of age, the family members removed the splint fixation themselves (13 days of fixation). At the age of 20 days, the symptoms of right wrist drop had disappeared, and the grasp reflex and Moro reflex of both hands returned to normal. A follow-up electromyography conducted at six months after discharge showed no obvious abnormalities.
5.Analysis of curative effect of modified tarsal sinus small incision internal fixation and minimally invasive surgery in the treatment of Sander Ⅱ and Ⅲ calcaneal fractures and its influence on inflammatory factors and immune function
Xuchen ZHANG ; Fenggen HU ; Jianhua YUAN ; Jieyan WANG
Chinese Journal of Postgraduates of Medicine 2023;46(10):900-904
Objective:To analyze the curative effect of the modified sinus tarsi small incision and minimally invasive internal fixation in the treatment of Sander Ⅱand Ⅲ calcaneal fractures and its influence on inflammatory factors and immune function.Methods:From February 2018 to February 2020, 116 patients with Sander Ⅱand Ⅲ calcaneal fractures admitted to the First People′s Hospital of Linping District, Hangzhou City were prospectively selected and randomly divided into the control group and the observation group according to the digital table method. There were 58 cases in each group, the control group was treated with traditional lateral L-shaped incision internal fixation, and the observation group was treated with modified tarsal sinus small incision internal fixation and minimally invasive treatment. The clinical indicators, incision healing, postoperative complications, Bohler angle, Gissane angle, interleukin(IL)-1β, IL-6 , IL-22 and immunoglobulin (IgA, IgG, IgM) before and after surgery were compared between the two groups. The function of the hind foot and ankle were evaluated by American Foot and Ankle Society Ankle and Hindfoot Function Score (AOFAS) before and 6 months after surgery.Results:The operation time, intraoperative blood loss, hospital stay and fracture healing time in the observation group were lower than those in the control group: (61.08 ± 15.17) min vs. (85.82 ± 13.50) min, (27.51 ± 2.64) ml vs. (82.53 ± 3.81) ml, (7.14 ± 1.18) d vs. (10.76 ± 1.50) d, (46.44 ± 8.16) d vs.(52.28 ± 10.40) d, there were statistical differences ( P<0.05). The Bohler angle in the observation group at 3 months after the operation was greater than that in the control group: (26.46 ± 3.64)° vs. (24.55 ± 3.86)°; and Gissane angle was smaller than that in the control group: (113.73 ± 6.56)° vs. (117.09 ± 7.16)°, there were statistical differences ( P<0.05). The grade A healing rate in the observation group was higher than that in the control group: 89.66%(52/58) vs. 32.76%(19/58), χ2 = 39.54, P<0.05. The incidence of complications in the observation group was lower than that in the control group: 3.45%(2/58) vs. 20.69%(12/58), χ2 = 8.12, P<0.05. The levels of IL-1β, IL-6 and IL-22 in the observation group at 3 months after operation were lower than those in the control group, the levels of IgA, IgG and IgM in the observation group at 3 months after operation were higher than those in the control group, there were statistical differences ( P<0.05). Conclusions:The modified tarsal sinus small incision internal fixation and minimally invasive surgery have better curative effect in the treatment of Sander Ⅱ and Ⅲ calcaneal fractures. The function of the hind foot and ankle is restored.
6.Mitochondrial protection effect of sirtuin2 inhibitor AGK2 on thioacetamide-induced L02 cells
Qingqi ZHANG ; Qian CHEN ; Danmei ZHANG ; Xuchen ZOU ; Chunxia SHI ; Zuojiong GONG
Journal of Chinese Physician 2023;25(2):196-201
Objective:To explore the protective effect of AGK2, a selective inhibitor of sirtuin 2 (SIRT2), on the mitochondria of L02 hepatocytes induced by thioacetamide (TAA) and its related mechanism.Methods:Human-derived hepatocyte line L02 cells were cultured in vitro. Different concentrations of SIRT2 inhibitor AGK2 were used as intervention drugs. Cell counting kit-8 (CCK8) was used to detect the effects of different concentrations of AGK2 on the activity of L02 cells, and the appropriate concentration was selected as the AGK2 intervention group. The normal group was not given any drug intervention. The model group was given 90 mmol/L TAA for modeling. Low, medium and high dose AGK2 groups were added with 1, 2 and 4 μmol/L AGK2, respectively 2 h before modeling. CCK8 was used to detect cell activity in each group. Morphological changes of cells were observed under inverted light microscope. The relative protein expression levels of isocitrate dehydrogenase (IDH1), malate dehydrogenase (MDH1), SIRT2 and fission protein 1 homologue (FIS1) were detected by Western blot. The expression of SIRT2 in cells of each group was observed by confocal laser scanning microscope. The mitochondrial membrane potential of cells in each group was observed under a fluorescence microscope. Results:When AGK2 concentration was 1, 2 and 4 μmol/L, the survival rate of cells were 98.05%, 95.76% and 91.65%, respectively, with no statistical significance compared with normal group (all P>0.05). When AGK2 concentration was 8, 16, 32, 64, 128 μmol/L, the cell survival rate was significantly decreased compared with normal group (all P<0.05). Compared with the model group, the L02 cells in low, medium and high AGK2 groups had better activity and adherence, and the floating cells were significantly reduced. The higher the concentration of AGK2, the better the cell activity and adherence, and the less floating cells. Compared with the model group, the red fluorescence of L02 cells in AGK2 group was enhanced, while the green fluorescence was weakened. The higher the AGK2 concentration was, the stronger the red fluorescence was, and the weaker the green fluorescence was. Compared with the model group, the fluorescence of SIRT2 in L02 cells of low, medium and high AGK2 groups was weakened, and the higher the concentration of AGK2, the weaker the fluorescence of SIRT2. The protein expressions of IDH1 and MDH1 in L02 cells of low, medium and high AGK2 groups were significantly higher than those of model group (all P<0.05), and were positively correlated with the concentration of AGK2 ( r=0.818, P<0.05; r=0.960, P<0.05); the protein expressions of SIRT2 and FIS1 were significantly lower than those of the model group (all P<0.05), and were negatively correlated with the concentration of AGK2 ( r=-0.992, P<0.05; r=-0.998, P<0.05). Conclusions:AGK2 can reduce the mitochondrial membrane potential stimulated by TAA in L02 cells, increase the protein expression of IDH1 and MDH1, and inhibit the protein expression of SIRT2 and FIS1 in L02 cells in a dose-dependent manner.
7.Application of MassARRAY genotyping assay in the diagnosis of neonatal genetic metabolic diseases
Ting ZHANG ; Shiqiang SHANG ; Jianbin YANG ; Xuchen ZHOU ; Yu ZHANG ; Rulai YANG ; Xinwen HUANG
Chinese Journal of Laboratory Medicine 2023;46(2):155-162
Objective:To investigate the accuracy, effectiveness and feasibility of MassARRAY genotyping assay in the diagnoses of neonatal genetic metabolic diseases.Methods:This is a retrospective study. From December 2016 to January 2020, newborns were screened by tandem mass spectrometry at the Zhejiang Newborn Screening Center, among which the data of 7 922 suspected positive cases of genetic metabolic diseases were collected. These patients were then tested for the common variants of 27 genetic metabolic diseases by MassARRAY genotyping assay, along with further testing using Sanger or next-generation sequencing used to verify and/or further search for potential variants.Results:A total of 1 408 cases were tested with MassARRAY. Among these, 307 cases were confirmed with certain genetic metabolic diseases. The detection rate of hyperphenylalaninemia was the highest, followed by primary carnitine deficiency, short acyl-coA dehydrogenase deficiency and methylmalonic acidemia. With these cases, the consistency of Sanger sequencing and MassARRAY was 100% (307/307). Another 287 cases were identified as carriers by MassARRAY with a 49.1% (141/287) consistency in reference to Sanger sequencing, mainly involving SLC22A5 and MCCC1 genes. Meanwhile, 50.8% (146/287) of these cases were found to have another variant mainly involving PAH, PTS and ACADS genes. The remaining 814 cases have no variants; 158 cases out of these patients have continuously abnormal amino acids, acyl carnitines, urine organic acid and/or other biochemical indices, and were tested by next-generation sequencing, among which 38% (60/158) were detected with two variants. In this study, a total of 513 patients with genetic metabolic disease were diagnosed, and the detection rate of MassARRAY was 59.8% (307/513). Conclusions:MassARRAY genotyping assay can be used as an early molecular screening method for neonatal genetic metabolic diseases. The detection rate is particularly high in diseases with a high concentration of hotspot variants, such as hyperphenylalaninemia and primary carnitine deficiency. The future application value of MassARRAY should be further improved by continuously optimizing its ability to identify new disease genes and potential variable sites.
9.Comparison of aspirin and low molecular weight heparin in pulmonary lobectomy after percutaneous coronary intervention
Dong LI ; Xuchen MA ; Shaoyan ZHANG ; Xinxin MA ; Lin GUO ; Zhen SUN ; Shuo DONG ; Songlei QU
Chinese Journal of Thoracic and Cardiovascular Surgery 2022;38(2):102-105
Objective:To compare the clinical application of aspirin and low molecular weight heparin in pulmonary lobectomy after percutaneous coronary intervention(PCI), and to explore the effect of aspirin monotherapy in anti-platelet therapy.Methods:From January 2018 to December 2019, the clinical data of 48 patients with coronary atherosclerotic heart disease(coronary heart disease) who underwent lobectomy in the Thoracic Surgery Department of Beijing Anzhen Hospital within 12 months after PCI were retrospectively analyzed. There were 37 males and 11 females. The age ranged from 41 to 76(67.6±10.4) years. There were 22 cases with hypertension, 18 cases with diabetes and 2 cases with cerebrovascular disease. Iliac artery stents were inserted in 2 cases and vertebral artery stents in 1 case. Preoperative atrial fibrillation in 2 cases. There were 46 patients with gradeⅠand 2 patients with gradeⅡcardiac function(NYHA). According to the preoperative antiplatelet treatment, the patients were divided into aspirin group(25 cases) and low molecular weight heparin group(LMWH group, 23 cases). In the aspirin group, clopidogrel or ticagrelor was stopped 5 days before lobectomy, and aspirin single drug antiplatelet therapy was used, orally 100 mg every day until the morning of operation. In the LMWH group, aspirin, clopidogrel or ticagrelor were stopped 7 days before surgery, and 0.6 ml LMWH calcium was injected subcutaneously, once every 12 hours, and stopped 12 hours before surgery. Perioperative clinical data of the two groups were recorded and analyzed, and major adverse cardiac event(MACE) and bleeding events were observed.Results:There was no death in all groups. MACE and bleeding occurred in 1 case respectively in LMWH group. There were no significant differences between the two groups in length of hospital stay, duration of operation, diameter of lesion, total postoperative thoracic drainage and retention time of thoracic drainage tube( P>0.05). The intraoperative blood loss and chest drainage in the aspirin group were significantly lower than those in the LMWH group in the first 3 days after surgery, with statistical significance( P<0.05). Conclusion:The incidence of MACE increases after lobectomy for coronary heart disease within 12 months after PCI, and aspirin monotherapy is safe and effective in antiplatelet therapy.
10.Analysis of invasive microscopy patient′s health information searching behavior and disease decision-making participation ability
Chinese Journal of Practical Nursing 2020;36(30):2353-2357
Objective:To investigate the status of health information search behavior and disease decision-making ability of the patients with invasive microscopy, and to analyze the relationship between them, and to improve the patients′ undefineds willingness and ability.Methods:Totally 143 patients with invasive microscopy from August 2018 to May 2019 were selected as study subjects by means of a convenient sampling method, and a cross-sectional survey was conducted using the general data questionnaire, the health information search behavior scale and the patient decision-making participation ability measurement scale. To describe and analyze the status and relationship of health information search and decision-making in patients with quasi-line invasive microscopy.Results:The attitude of health information search was (24.65±3.31) points, the information demand was (61.26±5.21) points, the information source was (47.39±7.97) points, and the information disorder was (25.73±4.77) points. The total score of disease decision-making ability was 104.55±21.56, which was in the middle level. Pearson correlation analysis results showed that health information search attitude, information needs, information sources, and the total score and scores of each dimension were positively correlated ( r values were 0.756-0.947, P<0.001). Information acquisition disorders were negatively correlated with the total score and scores of each dimension of decision-making ability ( r values were -0.217--0.168, P<0.05). Conclusion:The behavior and attitude of health information search in patients undergoing invasive microscopic examination were at the middle level, and the level of information demand was high. The more active the attitude of information seeking, the stronger the ability of disease decision-making. It is suggested that health care workers, based on the demand orientation of patients' health information and the characteristics of their information search behavior, provide personalized guidance and various forms of health education for patients ′ lack of information, so as to help patients get rid of decision-making difficulties and improve their health outcomes.

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