1.Gut microbiota and Parkinson's disease.
Lin WANG ; Ying CUI ; Bingyu HAN ; Yitong DU ; Kenish Sirajbhai SALEWALA ; Shiya WANG ; Wenlu ZHAO ; Hongxin ZHANG ; Sichen WANG ; Xinran XU ; Jianpeng MA ; Yan ZHU ; Houzhen TUO
Chinese Medical Journal 2025;138(3):289-297
Emerging evidence suggests that dysbiosis of the gut microbiota is associated with the pathogenesis of Parkinson's disease (PD), a prevalent neurodegenerative disorder. The microbiota-gut-brain axis plays a crucial role in the development and progression of PD, and numerous studies have demonstrated the potential therapeutic benefits of modulations in the intestinal microbiota. This review provides insights into the characterization of the gut microbiota in patients with PD and highlights associations with clinical symptoms and underlying mechanisms. The discussion underscores the increased influence of the gut microbiota in the pathogenesis of PD. While the relationship is not fully elucidated, existing research demonstrates a strong correlation between changes in the composition of gut microbiota and disease development, and further investigation is warranted to explain the specific underlying mechanisms.
Humans
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Parkinson Disease/microbiology*
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Gastrointestinal Microbiome/physiology*
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Dysbiosis/microbiology*
2.Evaluation of red blood cell transfusion in patients with upper gastrointestinal bleeding using machine learning models
Yaoqiang DU ; Biqin ZHANG ; Yilin XU ; Bingyu CHEN ; Weiguo HU
Chinese Journal of Blood Transfusion 2025;38(11):1488-1494
Objective: To comprehensively evaluate and analyze the transfusion outcomes of patients with acute upper gastrointestinal bleeding (UGIB). Methods: The transfusion management system and hospital information system (HIS) were used to retrospectively collect clinical data of 230 patients with UGIB admitted to Zhejiang Provincial People's Hospital and its branches from June 2018 to June 2021. 101 cases were screened and categorized into transfusion group (n=56) and non-transfusion group (n=45) based on transfusion outcomes. The cohort comprised 68 males and 33 females. A univariate model based on the AIMS65 score, a logistic multiple regression model, and multivariate transfusion models using machine learning methods (including Random Forest, Support Vector Machine, and Artificial Neural Network) were established. The sensitivity, specificity, accuracy, and receiver operating characteristic (ROC) curves of each model were compared. Results: For the univariate model based on the AIMS65 scoring, the optimal threshold was 1.5. This model demonstrated a sensitivity of 0.446, a specificity of 0.822, an AUC of 0.67, an accuracy (ACC) of 0.614, a Kappa value of 0.256, and an F1-score of 0.655. For logistics regression model (optimal critical probability: 0.459), the sensitivity was 0.929, specificity was 0.889, AUC was 0.96, ACC was 0.911, Kappa was 0.819, and F1-score was 0.899. For the Random Forest model (optimal critical probability: 0.458), the sensitivity was 0.964, specificity was 0.956, AUC was 0.99, ACC was 0.960, Kappa was 0.920, and F1-score was 0.956. For the Support Vector Machine model (optimal critical probability: 0.474), the sensitivity was 0.875, specificity was 0.933, AUC was 0.94, ACC was 0.901, Kappa was 0.801, and F1-score was 0.894. For the Artificial Neural Network model (optimal critical probability: 0.797), the sensitivity was 0.804, specificity was 0.956, AUC was 0.96, ACC was 0.871, Kappa was 0.745, and F1-score was 0.869. Ten-fold cross validation also confirmed the reliability of the results. Conclusion: Based on integrated various clinical test indicators of patients, we could establish logistic regression model and multiple machine learning models. These models hold significant value for predicting the need for blood transfusion in patients, indicating a promising application prospect for machine learning algorithms in transfusion prediction.
3.Experimental Study on the Effect of Stachydrine on Myocardial Cell Injury Model Induced by High Glucose Through Regulating Hippo-YAP Signaling Pathway
Yanqing SONG ; Zhanghui DU ; Bingyu DING
Journal of Modern Laboratory Medicine 2025;40(4):73-78
Objective To study the effect of stachydrine on cardiomyocyte damage induced by high glucose(HG)and its regulation of Hippo-Yes-associated protein(YAP)signaling pathway.Methods Rat myocardial cells H9C2 were stimulated by HG with 30 mmol/L glucose to establish the myocardial cell injury model,and then treated with 0.05,0.10,0.15,0.20 mmol/L of stachydrine and their activities were detected by CCK-8 method,and the action concentration of stachycarine was screened.Then H9C2 was grouped into control(ctrl)group,HG group,low concentration stachydrine group,high concentration stachydrine group,and high concentration stachydrine+Hippo-YAP signaling pathway inhibitor(TDI-011536)group.Except for the ctrl group cultured with 5 mmol/L glucose,the other 4 groups were cultured with 30 mmol/L glucose,and the low and high concentration stachydrine groups were cultured with 0.05 and 0.10 mmol/L threonine for 24h,respectively.The high concentration stachydrine+TDI-011536 group were cultured with 0.10 mmol/L stachydrine and 3.00 μmol/L TDI-011536 for 24h.CCK-8 method was applied to detect cell proliferation.Flow cytometry was applied to detect apoptosis.ELISA were applied to detect the level of malondialdehyde(MDA)and superoxide dismutase(SOD).Western blot was applied to detect the level of phosphorylated YAP(p-YAP),YAP,proliferating cell nuclear antigen(PCNA),and B-cell lymphoma-2(Bcl-2)proteins.Results Compared with ctrl group,the survival rate of H9C2 cells induced by HG was significantly increased by 0.05,0.10,0.15,0.20 mmol/L stachydrine treatment,and the differences were statistically significant(t=8.32~29.67,all P<0.01).The 50%inhibitory concentration(IC50)value of stachydrine was about 0.09 mmol/L,and the concentrations of 0.05 mmol/L and 0.10 mmol/L close to and lower than IC50 were selected as the concentrations of hydrostachyine for subsequent experiments.Compared with the ctrl group,the survival rate in HG group was significantly decreased(t=44.32,P<0.01).Compared with HG group,the cell survival rate of low concentration stachydrine group and high concentration stachydrine group was significantly increased(t=10.06,21.66,all P<0.01).Compared with the high concentration stachydrine group,the cell survival rate in the high-concentration stachydrine+TDI-011536 group was significantly decreased(t=9.54,P<0.01),and the differences were statistically significant,respectively.Compared with ctrl group,the apoptosis rate of HG group was significantly increased(t=36.74,P<0.01).Compared with HG group,the apoptosis rate of low concentration stachydrine group and high concentration stachydrine group was significantly decreased(t=11.04,26.78,all P<0.01).Compared with the high concentration threonine group,the apoptosis rate of the high concentration stachydrine+TDI-011536 group was significantly increased(t=9.96,P<0.01),and the differences were statistically significant,respectively.Compared with ctrl group,SOD level in HG group was significantly decreased,MDA levels were significantly increased(t=18.85,29.12,all P<0.01).Compared with HG group,SOD level were significantly increased in low concentration stachydrine groups and high concentration stachydrine groups(t=6.59,9.86,all P<0.01),MDA level were significantly decreased(t=13.45,23.36,all P<0.01).Compared with the high concentration stachydrine group,the SOD level in the high concentration hydrostatin+TDI-011536 group was significantly decreased.MDA levels were significantly increased,and the differences were statistically significant(t=5.30,6.98,all P<0.01),respectively.Compared with ctrl group,the level of p-YAP,p-YAP/YAP,PCNA,Bcl-2 protein were significantly decreased,and the level of YAP protein was significantly increased(t=15.36~45.00,all P<0.01).Compared with HG group,the level of p-YAP,p-YAP/YAP,PCNA,Bcl-2 protein were significantly increased in low concentration stachydrine group and high concentration stachydrine group,the level of YAP protein levels were significantly decreased(t=5.51~25.15,all P<0.01).Compared with the high concentration stachydrine group,the level of p-YAP,p-YAP/YAP,PCNA,Bcl-2 protein in the high concentration hydrothreonine+TDI-011536 group were significantly decreased,the level of YAP protein significantly increased,the differences were statistically significant(t=4.27~11.25,all P<0.05).Conclusion Stachydrine may inhibit oxidative stress and apoptosis by activating Hippo-YAP signaling pathway,thereby ameliorating HG-induced myocardial cell damage.
4.Experimental Study on the Effect of Stachydrine on Myocardial Cell Injury Model Induced by High Glucose Through Regulating Hippo-YAP Signaling Pathway
Yanqing SONG ; Zhanghui DU ; Bingyu DING
Journal of Modern Laboratory Medicine 2025;40(4):73-78
Objective To study the effect of stachydrine on cardiomyocyte damage induced by high glucose(HG)and its regulation of Hippo-Yes-associated protein(YAP)signaling pathway.Methods Rat myocardial cells H9C2 were stimulated by HG with 30 mmol/L glucose to establish the myocardial cell injury model,and then treated with 0.05,0.10,0.15,0.20 mmol/L of stachydrine and their activities were detected by CCK-8 method,and the action concentration of stachycarine was screened.Then H9C2 was grouped into control(ctrl)group,HG group,low concentration stachydrine group,high concentration stachydrine group,and high concentration stachydrine+Hippo-YAP signaling pathway inhibitor(TDI-011536)group.Except for the ctrl group cultured with 5 mmol/L glucose,the other 4 groups were cultured with 30 mmol/L glucose,and the low and high concentration stachydrine groups were cultured with 0.05 and 0.10 mmol/L threonine for 24h,respectively.The high concentration stachydrine+TDI-011536 group were cultured with 0.10 mmol/L stachydrine and 3.00 μmol/L TDI-011536 for 24h.CCK-8 method was applied to detect cell proliferation.Flow cytometry was applied to detect apoptosis.ELISA were applied to detect the level of malondialdehyde(MDA)and superoxide dismutase(SOD).Western blot was applied to detect the level of phosphorylated YAP(p-YAP),YAP,proliferating cell nuclear antigen(PCNA),and B-cell lymphoma-2(Bcl-2)proteins.Results Compared with ctrl group,the survival rate of H9C2 cells induced by HG was significantly increased by 0.05,0.10,0.15,0.20 mmol/L stachydrine treatment,and the differences were statistically significant(t=8.32~29.67,all P<0.01).The 50%inhibitory concentration(IC50)value of stachydrine was about 0.09 mmol/L,and the concentrations of 0.05 mmol/L and 0.10 mmol/L close to and lower than IC50 were selected as the concentrations of hydrostachyine for subsequent experiments.Compared with the ctrl group,the survival rate in HG group was significantly decreased(t=44.32,P<0.01).Compared with HG group,the cell survival rate of low concentration stachydrine group and high concentration stachydrine group was significantly increased(t=10.06,21.66,all P<0.01).Compared with the high concentration stachydrine group,the cell survival rate in the high-concentration stachydrine+TDI-011536 group was significantly decreased(t=9.54,P<0.01),and the differences were statistically significant,respectively.Compared with ctrl group,the apoptosis rate of HG group was significantly increased(t=36.74,P<0.01).Compared with HG group,the apoptosis rate of low concentration stachydrine group and high concentration stachydrine group was significantly decreased(t=11.04,26.78,all P<0.01).Compared with the high concentration threonine group,the apoptosis rate of the high concentration stachydrine+TDI-011536 group was significantly increased(t=9.96,P<0.01),and the differences were statistically significant,respectively.Compared with ctrl group,SOD level in HG group was significantly decreased,MDA levels were significantly increased(t=18.85,29.12,all P<0.01).Compared with HG group,SOD level were significantly increased in low concentration stachydrine groups and high concentration stachydrine groups(t=6.59,9.86,all P<0.01),MDA level were significantly decreased(t=13.45,23.36,all P<0.01).Compared with the high concentration stachydrine group,the SOD level in the high concentration hydrostatin+TDI-011536 group was significantly decreased.MDA levels were significantly increased,and the differences were statistically significant(t=5.30,6.98,all P<0.01),respectively.Compared with ctrl group,the level of p-YAP,p-YAP/YAP,PCNA,Bcl-2 protein were significantly decreased,and the level of YAP protein was significantly increased(t=15.36~45.00,all P<0.01).Compared with HG group,the level of p-YAP,p-YAP/YAP,PCNA,Bcl-2 protein were significantly increased in low concentration stachydrine group and high concentration stachydrine group,the level of YAP protein levels were significantly decreased(t=5.51~25.15,all P<0.01).Compared with the high concentration stachydrine group,the level of p-YAP,p-YAP/YAP,PCNA,Bcl-2 protein in the high concentration hydrothreonine+TDI-011536 group were significantly decreased,the level of YAP protein significantly increased,the differences were statistically significant(t=4.27~11.25,all P<0.05).Conclusion Stachydrine may inhibit oxidative stress and apoptosis by activating Hippo-YAP signaling pathway,thereby ameliorating HG-induced myocardial cell damage.
5.Efficacy of rehabilitation exoskeleton robots on post-stroke lower limb motor dysfunction:a Meta-analysis
Wanpeng CHANG ; Zhongwen ZHANG ; Yulin YANG ; Yang ZI ; Mengqi YANG ; Bingyu DU ; Nan WANG ; Shaohong YU
Chinese Journal of Tissue Engineering Research 2024;28(2):321-328
OBJECTIVE:To systematically evaluate the efficacy of rehabilitation exoskeleton robots on the lower limb motor function of stroke patients using Meta-analysis and to compare the efficacy of different lower limb exoskeleton robots,so as to provide a theoretical basis for the scientific selection of suitable exoskeleton robots for patients with post-stroke lower limb motor dysfunction. METHODS:Computer searches of the Cochrane Library,PubMed,Web of Science,Embase,CNKI,VIP,and WanFang Data were conducted to collect randomized controlled clinical studies on exploring lower extremity rehabilitation exoskeleton robots to improve lower limb motor function in stroke patients published from database inception to November 2022.Two researchers conducted the literature search and screening.The quality of the included literature was evaluated using the Cochrane 5.1.0 risk of bias assessment tool and the Jadad scale.Meta-analysis was performed using RevMan 5.4 and Stata 17.0 software. RESULTS:(1)Finally 22 publications were included,involving 865 patients(n=436 in the test group and n=429 in the control group),and the Jadad score showed that all the included articles were of high quality.(2)Meta-analysis results showed that the exoskeleton robot significantly improved the Fugl-Meyer Assessment of Lower Extremity score(mean difference[MD]=2.63,95%confidence interval[CI]:1.87-3.38,P<0.05),Berg Balance Scale score(MD=3.62,95%CI:1.21-6.03,P<0.05),Timed Up and Go score(MD=-2.77,95%CI:-4.48 to-1.05,P<0.05)and step frequency score(MD=3.15,95%CI:1.57-4.72,P<0.05)in stroke patients compared with the control group.However,there was no significant improvement in the Functional Ambulation Category Scale score(MD=0.30,95%CI:-0.01 to 0.61,P>0.05)and 6-minute walk test score(MD=3.77,95%CI:-6.60 to 14.14,P>0.05).(3)Network Meta-analysis results showed that compared with the conventional rehabilitation therapy,both the level-walking exoskeleton(MD=10.23,95%CI:3.81-27.49,P<0.05)and the body-weight support exoskeleton(MD=33.66,95%CI:11.49-98.54,P<0.05)improved the Fugl-Meyer Assessment of Lower Extremity score.Compared with the conventional rehabilitation therapy,body-weight support exoskeleton significantly improved the Berg Balance Scale scores(MD=79.86,95%CI:2.34-2 725.99,P<0.05).In terms of Fugl-Meyer Assessment of Lower Extremity and Berg Balance Scale scores,the ranking results were body-weight support exoskeleton>level-walking exoskeleton>conventional rehabilitation therapy.Compared with the conventional rehabilitation therapy,level-walking exoskeleton significantly improved the Functional Ambulation Category Scale score(MD=1.38,95%CI:1.00-1.90,P<0.05)and body-weight support exoskeleton significantly improved the Timed Up and Go score(MD=0.07,95%CI:0.01-0.51,P<0.05).In terms of Functional Ambulation Category Scale and Timed Up and Go scores,the ranking results were level-walking exoskeleton>body-weight support exoskeleton>conventional rehabilitation therapy. CONCLUSION:Rehabilitation exoskeleton robots can improve balance,walking and activities of daily living in stroke patients,with body-weight support exoskeleton being more effective in improving lower limb motor function and balance and level walking exoskeleton being more effective in improving functional walking and transfer.
6.TEG evaluation and blood transfusion prediction model for patients with upper gastrointestinal bleeding
Yaoqiang DU ; Yilin XU ; Yexiaoqing YANG ; Luxi JIANG ; Huilin YANG ; Jian WANG ; Ke HAO ; Zhen WANG ; Jianxin LYU ; Bingyu CHEN
Chinese Journal of Blood Transfusion 2021;34(11):1202-1206
【Objective】 To establish a blood transfusion outcome prediction model for comprehensivel evaluation of coagulation function of patients with upper gastrointestinal bleeding by thrombelastogram (TEG) and blood coagulation indicators. 【Methods】 The data of 101 patients with upper gastrointestinal hemorrhage, admitted to the Department of Gastroenterology of Zhejiang Provincial People′s Hospital and its Chun′an Branch from June 2018 to June 2021, were collected through Tongshuo blood transfusion management system and His system. Those patients were divided into blood transfusion group (n=56) and non-transfusion group (n=45), and into cirrhosis group (n=74) and non-cirrhosis group (n=27), and 40 patients, with non-upper gastrointestinal bleeding, were enrolled as the control. The results of TEG indicators (R, K, α, MA), coagulation function (PT, INR, APTT, TT, Fib), blood routine (Hb, Plt, WBC, NEUT%) and biochemical detection(Alb, SCr, ALT, AST, GGT) before transfusion were compared between groups and the correlation between TEG indicators and traditional coagulation parameters was analyzed. Single-factor and multi-factor analysis were used to screen blood transfusion-related factors to establish a predictive model. 【Results】 The comparisons of paremeters between transfusion and non-transfusion group were as follows, K (min), α (°), and MA (mm) was 3.86±3.12 vs 2.50±1.47, 54.00±14.08 vs 61.05±10.88, and 51.12±13.37 vs 58.26±11.08, respectively (P<0.01); PT (s) and Fib (g) was 16.36±7.45 vs 13.44±1.50 and 1.59±0.87 vs 2.35±1.09 (P<0.01); NEUT% and Hb (g/L) was 0.75 ±0.13 vs 0.66±0.15 and 68.04±14.49 vs 100.73±22.92 (P<0.01); Alb (g/L) and SCr (nmol/L) was 29.73±6.08 vs 33.73±7.19 and 99.50±53.55 vs 76.25±19.28 (P<0.01). Correlation analysis showed that APTT was positively correlated with R and K values, and negatively correlated with α and MA. Fib was negatively correlated with K values, and positively correlated with α and MA. Plt was negatively correlated with K values, and positively correlated with α and MA (P<0.01). Eight pre-transfusion indicators as K, MA, PT, Fib, NEUT%, Hb, Alb, and SCr were subjected to Logistic regression to establish a blood transfusion prediction model. The optimal ROC curve of blood transfusion threshold (blood transfusion predictive value of patients), sensitivity, specificity and AUC were 0.448, 92.9%, 88.9%, and 0.969, respectively. 【Conclusion】 The establishment of Logistic regression model by integrating detection indicators of TEG, coagulation function, blood routine and biochemistry in patients with upper gastrointestinal bleeding have showed significant correlation with blood transfusion prediction, and good clinical practicability.
7.Treatment strategy of complete response cases after neoadjuvant radiotherapy in rec-tal cancer
Quanying LI ; Bingyu DU ; Changjiang QIN ; Guoxiao GUO ; Xuequn REN
Chinese Journal of Clinical Oncology 2017;44(9):434-436
Objective:To discuss treatment of complete response cases after neoadjuvant radiotherapy in rectal cancer. Methods:This retrospective study analyzed clinical data of 84 rectal cancer cases with pre-operative neoadjuvant chemoradiotherapy in our hospital from January 2010 to Augnst 2014. Results:After neoadjuvant chemoradiotherapy, 33 patients presented clinically complete response at a rate of 39.3%. After post-operative pathologic examination, among clinically complete response cases, six cases exhibited patho-logically complete responses at a rate of 18.2%. No recurrence or disease progression occurred within 12-36 months of post-operative follow up. Conclusion:Neoadjuvant chemoradiotherapy can significantly lower tumor stage and promote clinically complete remission of some patients. However, for clinically complete remission cases, further radical surgery should be provided.

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