1.Influence of blood pressure variability and dyslipidemia on prognosis in young and middle-aged patients with ischemic stroke
Min LI ; Ping JU ; Ran GENG ; Xiaona ZHU ; Lingxin KONG
Journal of Public Health and Preventive Medicine 2026;37(2):166-169
Objective To understand the current status of blood pressure variability and dyslipidemia in young and middle-aged patients with ischemic stroke, and to explore their relationship with prognosis. Methods A total of 312 young and middle-aged patients with ischemic stroke who met the inclusion criteria in Beijing Pinggu District Hospital from January 2022 to January 2025 were selected. The prognosis status [modified Rankin scale (mRS)], blood pressure variability, and blood lipids [total cholesterol (TC), triacylglycerol (TG), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C)] were analyzed. The correlation of blood pressure variability and blood lipids levels with prognosis was explored by logistic regression analysis. Results There were 206 patients with good prognosis and 106 patients with poor prognosis. The number of patients who received diversified health education in the good prognosis group was more than that in the poor prognosis group (P<0.05). The systolic blood pressure successive variation (SV) and average real variability (ARV), and diastolic blood pressure SV and ARV were lower in the good prognosis group than those in the poor prognosis group (P<0.05). Furthermore, compared with the poor prognosis group, the good prognosis group had lower levels of TC, TG and LDL-C, while the number of patients receiving diversified health education and the level of HDL-C were higher (P<0.05). After logistic regression analysis, it was found that the levels of TC, TG, LDL-C, systolic blood pressure SV and ARV, and diastolic blood pressure SV and ARV were risk factors for poor prognosis. Conversely, receiving diversified health education and HDL-C level were protective factors for poor prognosis (P<0.05). Conclusion High blood pressure fluctuation, dyslipidemia, and lack of health education will increase the risk of poor prognosis in young and middle-aged stroke patients.
2.Effects of Bushen Huoxue Formulation (补肾活血方) on Synaptic Vesicle-Associated Proteins in Neurons and the Intestinal Barrier in Parkinson's Disease Model Rats
Naxin WEI ; Yingfan CHEN ; Xiaorong QI ; Qian ZHANG ; Xiaohan GENG ; Yuzhi ZHANG ; Min LI
Journal of Traditional Chinese Medicine 2026;67(15):1640-1649
ObjectiveTo investigate the potential mechanisms underlying the therapeutic effects of Bushen Huoxue Formulation (补肾活血方, BSHXF) in Parkinson's disease (PD) from the perspectives of synaptic vesicle cycling and intestinal barrier function. MethodsForty-eight male SD rats were randomly divided into four groups, control group, model group, Madopar group, and BSHXF group, with 12 rats in each group. Except for the control group, rats were administered rotenone by gavage once daily for 4 consecutive weeks to establish a PD rat model. After successful modeling, rats in the BSHXF group received concentrated BSHXF solution by gavage at a dose of 13.5 g/(kg·d), while rats in the Madopar group received Madopar tablet suspension at 2 g/(kg·d). Rats in the control group and the model group were administered distilled water by gavage at 10 ml/(kg·d). All groups received continuous gavage treatment for 2 weeks. Motor function was evaluated using the open field test (total distance traveled, average speed, and total distance traveled in the central zone), rotarod test (latency to fall), and balance beam test (traversal time). Histopathological changes in colon tissues were observed by HE staining. Western Blotting was used to detect the protein levels of α-synuclein (α-syn), phosphorylated serine 129 α-synuclein (pSer129-α-syn), vesicle-associated membrane protein 2 (VAMP2), and synaptophysin (SYP) in the substantia nigra and colon tissues. The mRNA expression levels of α-syn, VAMP2, and SYP were detected by RT-PCR, and α-syn expression was examined by immunohistochemistry. Immunofluorescence staining was performed to assess the levels of tight junction protein 1 (ZO-1) and occludin in colon tissues, as well as tyrosine hydroxylase (TH) levels in substantia nigra tissues. ResultsCompared with the control group, rats in the model group showed reduced total distance traveled, average speed, and central-zone distance in the open field test, decreased latency to fall in the rotarod test, and prolonged traversal time in the balance beam test. The protein levels of pSer129-α-syn and α-syn, as well as α-syn mRNA expression were increased in the substantia nigra and colon tissues, whereas the protein and mRNA expression levels of VAMP2 and SYP were decreased. The relative integrated optical density of α-syn in the substantia nigra and colon tissues was increased, while the relative fluorescence intensities of ZO-1 and occludin in colon tissues and TH in the substantia nigra were decreased (P<0.05). HE staining showed focal necrosis in the mucosal layer of colon tissues, disappearance of some intestinal glands, extensive inflammatory cell infiltration, and proliferation of fibrous connective tissue in the submucosa. Compared with the model group, both the Madopar group and BSHXF group showed varying degrees of improvement in the above indicators (P<0.05). Pathological damage in colon tissues was also alleviated, with only mild fibrous tissue proliferation and limited diffuse inflammatory cell infiltration observed in the mucosal layer. Compared with the Madopar group, rats in the BSHXF group exhibited increased average speed, central-zone distance, and latency to fall in the rotarod test. The levels of pSer129-α-syn and α-syn proteins in the substantia nigra were decreased, while VAMP2 protein expression was increased. In colon tissues, SYP protein levels and mRNA expression were elevated. The relative fluorescence intensity of ZO-1 in colon tissues and TH in substantia nigra tissues was also increased (P<0.05). ConclusionBSHXF may improve motor dysfunction in PD by regulating synaptic vesicle cycling, restoring intestinal barrier integrity, and improving neuronal synaptic function through modulation of synaptic vesicle-associated protein expression in the substantia nigra and colon tissues.
3.Effects of Bushen Huoxue Formulation (补肾活血方) on Synaptic Vesicle-Associated Proteins in Neurons and the Intestinal Barrier in Parkinson's Disease Model Rats
Naxin WEI ; Yingfan CHEN ; Xiaorong QI ; Qian ZHANG ; Xiaohan GENG ; Yuzhi ZHANG ; Min LI
Journal of Traditional Chinese Medicine 2026;67(15):1640-1649
ObjectiveTo investigate the potential mechanisms underlying the therapeutic effects of Bushen Huoxue Formulation (补肾活血方, BSHXF) in Parkinson's disease (PD) from the perspectives of synaptic vesicle cycling and intestinal barrier function. MethodsForty-eight male SD rats were randomly divided into four groups, control group, model group, Madopar group, and BSHXF group, with 12 rats in each group. Except for the control group, rats were administered rotenone by gavage once daily for 4 consecutive weeks to establish a PD rat model. After successful modeling, rats in the BSHXF group received concentrated BSHXF solution by gavage at a dose of 13.5 g/(kg·d), while rats in the Madopar group received Madopar tablet suspension at 2 g/(kg·d). Rats in the control group and the model group were administered distilled water by gavage at 10 ml/(kg·d). All groups received continuous gavage treatment for 2 weeks. Motor function was evaluated using the open field test (total distance traveled, average speed, and total distance traveled in the central zone), rotarod test (latency to fall), and balance beam test (traversal time). Histopathological changes in colon tissues were observed by HE staining. Western Blotting was used to detect the protein levels of α-synuclein (α-syn), phosphorylated serine 129 α-synuclein (pSer129-α-syn), vesicle-associated membrane protein 2 (VAMP2), and synaptophysin (SYP) in the substantia nigra and colon tissues. The mRNA expression levels of α-syn, VAMP2, and SYP were detected by RT-PCR, and α-syn expression was examined by immunohistochemistry. Immunofluorescence staining was performed to assess the levels of tight junction protein 1 (ZO-1) and occludin in colon tissues, as well as tyrosine hydroxylase (TH) levels in substantia nigra tissues. ResultsCompared with the control group, rats in the model group showed reduced total distance traveled, average speed, and central-zone distance in the open field test, decreased latency to fall in the rotarod test, and prolonged traversal time in the balance beam test. The protein levels of pSer129-α-syn and α-syn, as well as α-syn mRNA expression were increased in the substantia nigra and colon tissues, whereas the protein and mRNA expression levels of VAMP2 and SYP were decreased. The relative integrated optical density of α-syn in the substantia nigra and colon tissues was increased, while the relative fluorescence intensities of ZO-1 and occludin in colon tissues and TH in the substantia nigra were decreased (P<0.05). HE staining showed focal necrosis in the mucosal layer of colon tissues, disappearance of some intestinal glands, extensive inflammatory cell infiltration, and proliferation of fibrous connective tissue in the submucosa. Compared with the model group, both the Madopar group and BSHXF group showed varying degrees of improvement in the above indicators (P<0.05). Pathological damage in colon tissues was also alleviated, with only mild fibrous tissue proliferation and limited diffuse inflammatory cell infiltration observed in the mucosal layer. Compared with the Madopar group, rats in the BSHXF group exhibited increased average speed, central-zone distance, and latency to fall in the rotarod test. The levels of pSer129-α-syn and α-syn proteins in the substantia nigra were decreased, while VAMP2 protein expression was increased. In colon tissues, SYP protein levels and mRNA expression were elevated. The relative fluorescence intensity of ZO-1 in colon tissues and TH in substantia nigra tissues was also increased (P<0.05). ConclusionBSHXF may improve motor dysfunction in PD by regulating synaptic vesicle cycling, restoring intestinal barrier integrity, and improving neuronal synaptic function through modulation of synaptic vesicle-associated protein expression in the substantia nigra and colon tissues.
4.Research progress in traditional Chinese medicine treatment of kidney-Yang deficiency syndrome by regulating neuro-endocrine-immune system.
Xiao YANG ; Jia-Geng GUO ; Yu DUAN ; Zhen-Dong QIU ; Min-Qi CHEN ; Wei WEI ; Xiao-Tao HOU ; Er-Wei HAO ; Jia-Gang DENG
China Journal of Chinese Materia Medica 2025;50(15):4153-4165
Kidney-Yang deficiency syndrome is a common geriatric disease that underlies chronic conditions such as diabetic nephropathy, chronic kidney disease, and osteoporosis. As age progresses, the kidney-Yang deficiency syndrome showcases increasingly pronounced manifestations, emerging as a key factor in the comorbidities experienced by elderly patients and affecting their quality of life and overall health status. Traditional Chinese medicine(TCM) has been extensively utilized in the treatment of kidney-Yang deficiency syndrome, with Epimedii Folium, Cinnamomi Cortex, and Lycii Fructus widely used in clinical settings. Despite the complexity of the molecular mechanisms involved in treating kidney-Yang deficiency syndrome, the potential therapeutic value of TCM remains compelling. Delving into the mechanisms of TCM treatment of kidney-Yang deficiency syndrome by regulating the neuro-endocrine-immune system can provide a scientific basis for targeted treatments of this syndrome and lay a foundation for the modernization of TCM. The pathophysiology of kidney-Yang deficiency syndrome involves multiple systems, including the interaction of the neuro-endocrine-immune system, the decline in renal function, the intensification of oxidative stress responses, and energy metabolism disorders. Understanding these mechanisms and their interrelationships can help untangle the etiology of kidney-Yang deficiency syndrome, aiding clinicians in making more precise diagnoses and treatments. Furthermore, the research on the specific applications of TCM in research on these pathological mechanisms can enhance the international recognition and status of TCM, enabling it to exert a greater global influence.
Humans
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Yang Deficiency/physiopathology*
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Drugs, Chinese Herbal/therapeutic use*
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Medicine, Chinese Traditional
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Kidney Diseases/physiopathology*
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Neurosecretory Systems/physiopathology*
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Animals
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Kidney/physiopathology*
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Endocrine System/physiopathology*
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Immune System/physiopathology*
5.Longitudinal Associations between Vitamin D Status and Systemic Inflammation Markers among Early Adolescents.
Ting TANG ; Xin Hui WANG ; Xue WEN ; Min LI ; Meng Yuan YUAN ; Yong Han LI ; Xiao Qin ZHONG ; Fang Biao TAO ; Pu Yu SU ; Xi Hua YU ; Geng Fu WANG
Biomedical and Environmental Sciences 2025;38(1):94-99
6.Expression Level of Small Nuclear Ribonucleoprotein D1 in Gastric Cancer and Its Effect on Prognosis.
Li-Xia YIN ; Jing-Jing YANG ; Min-Zhu NIU ; Zhi-Jun GENG ; Li JIANG-YAN ; Li JING
Acta Academiae Medicinae Sinicae 2025;47(1):1-9
Objective To investigate the expression of small nuclear ribonucleoprotein D1 (SNRPD1) in the gastric cancer tissue and evaluate the predictive value of SNRPD1 expression level for the long-term prognosis of gastric cancer patients and the possible functioning mechanism of SNRPD1. Methods The UALCAN and Gene Expression Profiling Interactive Analysis (GEPIA) were employed to analyze the expression level of SNRPD1 in pan-cancer and its relationship with the prognosis of gastric cancer.The clinical data of 109 patients who underwent radical surgery for gastric cancer from January 2014 to January 2017 in the First Affiliated Hospital of Bengbu Medical University were retrospectively analyzed.Gastric cancer and paracancerous tissue samples were collected,and the expression of SNRPD1 was detected by immunohistochemical staining.Lentiviral transfection was employed to construct the BGC-823 gastric cancer cell models with stable high and low expression of SNRPD1,respectively.The CCK-8 assay and colony formation assay were employed to measure the proliferation of gastric cancer cells,and flow cytometry was used to analyze the cell cycle.Western blotting was employed to determine the expression levels of proteins in the signaling pathway. Results The data from UALCAN and GEPIA showed that SNRPD1 was highly expressed in the tissue of malignant tumors including gastric cancer (P<0.001).The expression level of SNRPD1 in the gastric cancer tissue was higher than that in the paracancerous tissue (P<0.001).Moreover,the expression level of SNRPD1 was positively correlated with the levels of carcinoembryonic antigen (P<0.001),carbohydrate antigen 19-9 (P<0.001),G stage (P=0.042),T stage (P=0.002),and N stage (P=0.027) in the patients with gastric cancer.The high expression of SNRPD1 had a predictive value for the long-term prognosis of gastric cancer (P<0.001),and it was an independent risk factor for the death of gastric cancer patients (P=0.003).The results of gene ontology and kyoto encyclopedia of genes and Genomes enrichment analyses showed that SNRPD1 was involved in the regulation of the cell cycle.The results of CCK-8 and colony formation assays showed that up-regulation of SNRPD1 promoted the proliferation of gastric cancer cells (P<0.001,P<0.001).The up-regulation of SNRPD1 up-regulated the expression of cyclin-dependent kinase 6 and G1/S-specific cyclin-D1 (P<0.001,P=0.002),whereas the interference in SNRPD1 led to opposite results (P=0.004,P<0.001).SNRPD1 accelerated the G1/S phase transition of gastric cancer cells (P<0.001).The overexpression of SNRPD1 promoted the expression of phosphorylated phosphatidylinositol 3-kinase (PI3K) and phosphorylated protein kinase B (Akt) in gastric cancer cells (P=0.043,P<0.001),whereas disruption of SNRPD1 inhibited their expression (both P<0.001).Insulin-like growth factor 1,an agonist of the PI3K/Akt signaling pathway,promoted the proliferation of gastric cancer cells with SNRPD1 disturbed (P=0.002). Conclusion High expression of SNRPD1 in the gastric cancer tissues is associated with poor prognosis,and it may promote tumor cell proliferation and regulate the cell cycle by activating the PI3K/Akt signaling pathway.
Humans
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Stomach Neoplasms/pathology*
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Prognosis
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Cell Line, Tumor
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Cell Proliferation
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Retrospective Studies
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Cell Cycle
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Male
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Female
7.Effect of Afzelin on 2,4,6-Trinitrobenzene Sulfonic Acid-Induced Colitis in Mice.
Zhi-Jun GENG ; Li-Xia YIN ; Min-Zhu NIU ; Jing-Jing YANG ; Xiao-Feng ZHANG ; Jing LI
Acta Academiae Medicinae Sinicae 2025;47(2):207-218
Objective To investigate the role and mechanism of afzelin(AFZ)in treating Crohn's disease-like colitis.Methods A mouse model of 2,4,6-trinitrobenzene sulfonic acid-induced colitis was established to assess the effect of AFZ on experimental colitis in vivo.A Caco-2 cell model of tumor necrosis factor(TNF)-α-induced inflammation was established to evaluate the effects of AFZ on the intestinal barrier function,intestinal epithelial cell apoptosis,and mitochondrial function in vitro.The animal and cell experiments were performed to validate the regulatory role of the adenosine monophosphate-activated protein kinase(AMPK)/silent information regulater 1(SIRT1)/peroxisome proliferator-activated receptor gamma coactivator(PGC)-1α pathway in the treatment of colitis with AFZ.Results AFZ reduced the disease activity index(P=0.003),weight loss(P<0.001),colon shortening(P<0.001),inflammation score(P=0.002),pro-inflammatory cytokine release(interleukin-6:P<0.001;TNF-α:P=0.010),and intestinal barrier permeability(fluorescein isothiocyanate dextran 4:P<0.001;intestinal-type fatty acid-binding protein:P=0.013).Meanwhile,AFZ increased the colonic transepithelial electric resistance(P=0.001),reduced bacterial translocation(P<0.001),and promoted the localization and up-regulated the expression of tight junction proteins [zonula occluden-1(P=0.005) and Claudin-1(P=0.024)].AFZ exerted a protective effect on the Caco-2 cells exposed to TNF-α in terms of intestinal epithelial cell permeability(P=0.017),transepithelial electric resistance(P=0.014),and tight junction protein[zonula occluden-1(P=0.014) and Claudin-1(P=0.006)] localization and expression.Furthermore,the cell and animal experiments confirmed that AFZ reduced the percentage of apoptosis(P<0.001,P=0.013)and the expression of cleaved-caspase 3(P=0.028,P=0.004)and Bax(P=0.004,P=0.020),and upregulated the Bcl2(P=0.020,P=0.006)level in intestinal epithelial cells.Additionally,AFZ increased the number of mitochondria,mitochondrial membrane potential,and copy number of mitochondrial DNA(P=0.007)in intestinal epithelial cells,while enhancing the activities of mitochondrial respiratory chain complex Ⅰ(P=0.005)and complex Ⅳ(P=0.001).The activation of the AMPK/SIRT1/PGC-1α pathway was involved in the protective effects of AFZ on mitochondrial function and apoptosis in intestinal epithelial cells.Conclusion AFZ alleviates mitochondrial dysfunction and apoptosis in intestinal epithelial cells by activating the AMPK/SIRT1/PGC-1α pathway,thereby ameliorating intestinal barrier dysfunction and experimental colitis.
Animals
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Colitis/drug therapy*
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Humans
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Caco-2 Cells
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Mice
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Trinitrobenzenesulfonic Acid
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Apoptosis/drug effects*
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Disease Models, Animal
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AMP-Activated Protein Kinases/metabolism*
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Sirtuin 1/metabolism*
8.Effect of Bushen Huoxue Granule (补肾活血颗粒) on Dopamine Homeostasis and ERK/CREB/VMAT2 Signaling Pathways in the Striatum in Parkinson's Disease Model Mice
Hehao SUN ; Yingfan CHEN ; Peng WANG ; Xiaohan GENG ; Yuzhi ZHANG ; Qian ZHANG ; Min LI ; Shaodan LI ; Minghui YANG
Journal of Traditional Chinese Medicine 2025;66(23):2484-2493
ObjectiveTo investigate the possible mechanism of Bushen Huoxue Granule (补肾活血颗粒, BHG) in treating Parkinson's disease (PD) from the perspecitve of dopamine (DA) homeostasis. MethodsSeventy-two mice were randomly divided into blank group, model group, madopar group and BHG low-, medium- and high-dose groups, with 12 mice in each group. Except for the blank group, all mice were administered intraperitoneal injections of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) for 7 consecutive days to induce a PD model. On the day following the injection, BHG low-, medium- and high-dose groups were administered BHG at doses of 1.25, 2.5, and 5.0 mg/(g·d) by oral gavage, respectively, while the madopar group received madopar tablets at dose of 0.093 8 mg/(g·d) by oral gavage. The blank group and the model group were given 0.2 ml/10 g of distilled water by gavage. All treatments were given once daily for 14 days. Open field test, pole climbing test and grip test were used to evaluate the behavior of mice in each group. Immunohistochemistry was used to detect the expression of tyrosine hydroxylase (TH) in striatum. Nissl staining was used to detect the activity of striatal neurons. The contents of DA and 3,4-dihydroxyphenylacetic acid (DOPAC) in striatum were detected by ultra performance liquid chromatography tandem mass spectrometry. The number and volume of synaptic vesicles were observed by transmission electron microscope. The expression of vesicular monoamine transporter 2 (VMAT2) in striatum was detected by immunofluorescence. Western Blot was used to detect the expression of extracellular signal-regulated kinase (ERK), phosphorylated ERK (p-ERK), cAMP response element-binding protein (CREB), phosphorylated CREB (p-CREB) and VMAT2 in striatum. ResultsCompared to the blank group, mice in the model group showed a significant decline in total distance and average speed in the open field test, along with an increase in total resting time; in the pole test, both the time required for the mice to turn completely downward (T-turn) and the total time taken to reach the bottom of the pole (T-total) were prolonged; forelimb grip strength was reduced; in the striatum, the mean optical density of TH, the average fluorescence intensity of VMAT2 protein, and DA content all decreased, while the number of striatal neurons was reduced, and the DOPAC/DA ratio was elevated; the levels of p-ERK/ERK, p-CREB/CREB, and VMAT2 in the striatum significantly decreased (P<0.01); transmission electron microscopy revealed that both the number and volume of synaptic vesicles in striatal neurons were markedly reduced. Compared to the model group, mice in the madopar group and BHG low-, medium- and high-dose groups showed significant improvements in all the above indicators (P<0.05 or P<0.01). Compared to madopar group, the BHG high-dose group exhibited increased DA content and elevated p-CREB/CREB ratio in the striatum (P<0.05). Compared to the BHG low-dose group, the BHG high-dose group showed increased total distance and mean velocity, decreased total resting time, T-turn, and T-total, as well as enhanced forelimb grip strength; moreover, the average fluorescence intensity of VMAT2 protein, DA content, p-ERK/ERK, p-CREB/CREB, and VMAT2 levels in the striatum were all significantly elevated (P<0.05 or P<0.01). ConclusionBHG may restore DA homeostasis and alleviate the damage of dopaminergic neurons by regulating ERK/CREB/VMAT2 signaling pathway.
9.Construction of a postoperative mortality risk model for patients with acute aortic dissection based on XGBoost-SHAP method
Xin ZHANG ; Min FANG ; Yi CAO ; Ting-Ting LI ; Xian-Kong LIU ; Jia-Yi DANG ; Xue-Sen ZHAO ; Hong-Qin REN ; Jia-Ze GENG ; Kai-Wen WANG ; Tie-Sheng HAN ; Yong-Bo ZHAO ; Dong MA
Medical Journal of Chinese People's Liberation Army 2025;50(10):1226-1234
Objective To develop a predictive model for postoperative mortality risk in patients with acute aortic dissection(AAD)using the Extreme Gradient Boosting(XGBoost)algorithm combined with Shapley Additive Explanation(SHAP),and to establish a prediction website to serve as a diagnostic and therapeutic support platform for clinicians and patients.Methods A retrospective cohort study design was adopted.Data from 782 AAD patients who underwent surgical treatment at the Fourth Hospital of Hebei Medical University from January 2013 to December 2023 were collected,including basic information and initial serum biomarker test results.Patients were randomly divided into training and test sets at a 7:3 ratio.An external validation set consisting of 313 AAD patients admitted to the Second Hospital of Hebei Medical University from January 2020 to December 2023 was also established for further model validation.Variables were screened using LASSO regression,and an XGBoost machine learning model was constructed and interpreted using SHAP.The predictive performance of the model was evaluated using receiver operating characteristic(ROC)curve analysis.Using the Shiny package,the XGBoost model was deployed to shinyapps.io to create a prediction website for postoperative mortality risk in AAD patients.One patient was selected by simple random sampling from the test set and the external validation set respectively for the prediction example on the Shiny webpage.Results The XGBoost model demonstrated high predictive performance for postoperative mortality in AAD patients,with area under the ROC curve(AUC)values of 0.928(95%CI 0.901-0.956)in the training set,0.919(95%CI 0.891-0.949)in the test set,and 0.941(95%CI 0.915-0.967)in the external validation set.SHAP values indicated the following order of variable importance in the model(from highest to lowest):"lactate dehydrogenase""blood chlorine""multiple organ injury""carbon dioxide combining power""prothrombin time""α-hydroxybutyric acid""creatine kinase isoenzyme""Stanford classification""combined use of bedside blood purification""gender""acute kidney injury""gastrointestinal bleeding""brain injury"and"shock".A risk prediction website for adverse postoperative outcomes in AAD patients was developed using XGBoost-SHAP method(https://dun-dunxiaolu.shinyapps.io/document/)and validated with examples.One randomly selected patient from each of the test and external validation sets was applied:the predicted mortality risk value for patient 1(who died postoperatively)was 0.9539,and that for patient 2(who survived postoperatively)was 0.0206.Conclusions The XGBoost-SHAP model demonstrates high accuracy in predicting postoperative mortality risk for AAD patients.The online prediction tool established based on this model enhances the identification efficiency of high-risk postoperative mortality patients.
10.Analysis of the characteristics of patients with road traffic accident injuries treated by pre-hospital emergency services in Beijing
Guifang DENG ; Ling GENG ; Tao SUN ; Yujie SHEN ; Min ZHAO ; Jingjing LI ; Hui CHEN
China Modern Doctor 2025;63(31):27-30
Objective To understand the epidemiological characteristics of road traffic accident injuries in Beijing can provide a theoretical basis for improving the pre-hospital emergency service capabilities and levels,and increasing patient survival rates while reducing disability,mortality rates.Methods A retrospective analysis was conducted on the medical records of 9207 patients who made pre-hospital emergency calls due to road traffic accident injuries at the Beijing Emergency Medical Center in 2023 to understand the patients' age,gender,injury time,injury location,injury degree and other characteristics.Results Traumatic diseases ranked first in the classification of emergency medical conditions in Beijing.Among them,road traffic accidents account for 37%.The ratio of male to female patients was 1.32∶1.The largest number of patients were aged 31-40,accounting for nearly 25%.The proportion of underage patients and those aged 71 and above was 12.16%.The differences in gender and age distribution were statistically significant,while the differences in gender distribution among different age groups were not statistically significant.Road traffic accident injuries occured most frequently in September and least in January.There were more cases in summer and autumn,and fewer in winter and spring.The most common injury sites in road traffic accidents were limbs/skin and head and neck,accounting for 81.06%.The patients with moderate severity of injuries were the most numerous,accounting for 85.29%.Conclusion To avoid road traffic accidents,prevention should be the priority.It is necessary to strengthen the joint governance of multiple departments and minimize the occurrence of road traffic accident from the source.Pre-hospital emergency care must focus on key populations and key seasons,strengthen professional skills training and resource allocation,ensure efficient and smooth connection between pre-hospital and in-hospital care.Popularize and publicize the importance of self-rescue and mutual rescue,promote first aid knowledge and skills training for the public,and create a social atmosphere where"rescue is right beside us".


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