1.Transarterial infusion chemotherapy combined with lipiodol chemoembolization for the treatment of advanced colorectal cancer
Xiaolong DING ; Shuai WANG ; Yaozhen MA ; Meipan YIN ; Tao LIU ; Shuiling JIN ; Xiaobing LI ; Chunxia LI ; Xinwei HAN ; Gang WU
Journal of Interventional Radiology 2024;33(2):186-190
Objective To discuss the clinical safety,feasibility and efficacy of transcatheter arterial infusion chemotherapy(TAI)combined with lipiodol chemoembolization in the treatment of advanced colorectal cancer(CRC).Methods The clinical data of 37 patients with advanced CRC,who received TAI combined with lipiodol chemoembolization at the First Affiliated Hospital of Zhengzhou University of China between June 2016 and December 2022,were retrospectively analyzed.The clinical efficacy was evaluated,the progression-free survival(PFS)and the serious complications were recorded.Results A total of 55 times of TAI combined with lipiodol chemoembolization procedures were successfully accomplished in the 37 patients.The mean used amount of lipiodol emulsion was 2.9 mL(0.8-10 mL).No serious complications such as bleeding and intestinal perforation occurred.The median follow-up time was 24 months(range of 3-48 months).The postoperative one-month,3-month,6-month and 12-month objective remission rates(ORR)were 67.6%(25/37),67.6%(25/37),64.9%(24/37)and 56.8%(21/37)respectively,and the postoperative one-month,3-month,6-month and 12-month disease control rates(DCR)were 91.9%(34/37),91.9%(34/37),89.2%(33/37)and 81.1%(30/37)respectively.The median PFS was 16 months(range of 2-47 months).As of the last follow-up,22 patients survived and 15 patients died of terminal stage of tumor.Conclusion Preliminary results of this study indicate that TAI combined with lipiodol chemoembolization is clinically safe and effective for advanced CRC,and it provide a new therapeutic method for patients with advanced CRC.
2.Construction and verification of pancreatic fistula risk prediction model after pancreaticoduodenectomy based on ensemble machine learning
Shibo CHENG ; Chuanbing ZHAO ; Qiu WU ; Shanmiao GOU ; Jiongxin XIONG ; Ming YANG ; Chunyou WANG ; Heshui WU ; Tao YIN
Chinese Journal of Surgery 2024;62(10):929-937
Objective:To construct an ensemble machine learning model for predicting the occurrence of clinically relevant postoperative pancreatic fistula (CR-POPF) after pancreaticoduodenectomy and evaluate its application value.Methods:This is a research on predictive model. Clinical data of 421 patients undergoing pancreaticoduodenectomy in the Department of Pancreatic Surgery,Union Hospital, Tongji Medical College,Huazhong University of Science and Technology from June 2020 to May 2023 were retrospectively collected. There were 241 males (57.2%) and 180 females (42.8%) with an age of (59.7±11.0)years (range: 12 to 85 years).The research objects were divided into training set (315 cases) and test set (106 cases) by stratified random sampling in the ratio of 3∶1. Recursive feature elimination is used to screen features,nine machine learning algorithms are used to model,three groups of models with better fitting ability are selected,and the ensemble model was constructed by Stacking algorithm for model fusion. The model performance was evaluated by various indexes,and the interpretability of the optimal model was analyzed by Shapley Additive Explanations(SHAP) method. The patients in the test set were divided into different risk groups according to the prediction probability (P) of the alternative pancreatic fistula risk score system (a-FRS). The a-FRS score was validated and the predictive efficacy of the model was compared.Results:Among 421 patients,CR-POPF occurred in 84 cases (20.0%). In the test set,the Stacking ensemble model performs best,with the area under the curve (AUC) of the subject′s work characteristic curve being 0.823,the accuracy being 0.83,the F1 score being 0.63,and the Brier score being 0.097. SHAP summary map showed that the top 9 factors affecting CR-POPF after pancreaticoduodenectomy were pancreatic duct diameter,CT value ratio,postoperative serum amylase,IL-6,body mass index,operative time,albumin difference before and after surgery,procalcitonin and IL-10. The effects of each feature on the occurrence of CR-POPF after pancreaticoduodenectomy showed a complex nonlinear relationship. The risk of CR-POPF increased when pancreatic duct diameter<3.5 mm,CT value ratio<0.95,postoperative serum amylase concentration>150 U/L,IL-6 level>280 ng/L,operative time>350 minutes,and albumin decreased by more than 10 g/L. The AUC of a-FRS in the test set was 0.668,and the prediction performance of a-FRS was lower than that of the Stacking ensemble machine learning model.Conclusion:The ensemble machine learning model constructed in this study can predict the occurrence of CR-POPF after pancreaticoduodenectomy,and has the potential to be a tool for personalized diagnosis and treatment after pancreaticoduodenectomy.
3.Application of 3D MERGE sequence versus 3D SPACE STIR sequence in the examination of lumbar disc herniation
Lan LI ; Xiaodan YIN ; Xuxue LI ; Haiyan WU ; Tao ZHANG
Chinese Journal of Medical Physics 2024;41(1):27-31
Objective To compare the performances of 3D MERGE sequence and 3D SPACE STIR sequence in detecting lumbar disc herniation(LDH).Methods The clinical data and MRI data of 135 LDH patients admitted between January 2020 and November 2022 were analyzed retrospectively.All patients were examined using conventional MRI,3D MERGE sequence and 3D SPACE STIR sequence.The consistency of 3D MERGE sequence and 3D SPACE STIR sequence in measuring the diameter of nerve root was analyzed,and the image quality parameters[signal-to-noise ratio(SNR),contrast-to-noise ratio(CNR)]and image definition score of the two sequences were evaluated.Results There were no statistically significant differences in L3-S1 nerve root diameters measured by 3D MERGE sequence and 3D SPACE STIR sequence(P>0.05),and the diameters of L3,L4,L5 and S1 measured by the two sequences showed high correlations(r=0.957,0.986,0.975,0.972,P<0.05).Compared with 3D SPACE STIR sequence,3D MERGE sequence had higher SNR and CNR,scored better on image definition,and displayed nerve root more clearly(P<0.05).Conclusion 3D MERGE sequence and 3D SPACE STIR sequence have high consistency in the measurement of LDH nerve root diameter.3D MERGE sequence can display the anatomical morphology of nerve root more clearly as compared with 3D SPACE STIR sequence,and the former one has higher image quality.
4.Application effect of volunteer service in the practical teaching of traditional Chinese pediatrics
Lijin XU ; Xiao DUAN ; Jianfang YAO ; Chen TAO ; Xinchen WU ; Weiping YIN
Modern Hospital 2024;24(10):1624-1626,1631
Objective To explore the application effect of volunteer service in the practical teaching of Traditional Chi-nese Pediatrics.Methods In 2023,80 undergraduate interns from the 2021 cohort at Yunnan University of Traditional Chinese Medicine,who were shadowing in the pediatrics department of a traditional Chinese medicine hospital in Yunnan,were randomly selected as research subjects.They were divided into an experimental group and a control group.The experimental group received teaching through a combination of volunteer service and traditional teaching methods,while the control group was taught using tra-ditional classroom methods.Results The experimental group scored significantly higher than the control group in clinical skills assessments,Mini-CEX scores,subject recognition evaluations,and teaching satisfaction,with statistically significant differences(P<0.05).Conclusion The use of volunteer service in the practical teaching of Traditional Chinese Pediatrics is highly feasi-ble and can significantly enhance students'clinical practice abilities,stimulate their enthusiasm for learning,foster independent thinking,and improve their overall clinical competencies.
5.Baicalin reduces chronic stress-induced breast cancer metastasis via directly targeting β2-adrenergic receptor
Jia QI ; Zhou YINYIN ; Song LI ; Shi XIMENG ; Jiang XUAN ; Tao RUIZHI ; Wang AIYUN ; Wu YUANYUAN ; Wei ZHONGHONG ; Zhang YINAN ; Li XIAOMAN ; Lu YIN
Journal of Pharmaceutical Analysis 2024;14(7):1047-1062
Recent studies have shown that stress can substantially facilitate breast cancer metastasis,which can be reduced by nonselective β1/β2-adrenergic receptor(β1/β2-AR)blocker.However,several side effects were identified.Thus,it is extremely warranted to explore more effective and better-tolerated β2-AR blocker.Currently,we demonstrated that baicalin(BA),a major bioactive component of Scutellaria bai-calensis Georgi,could significantly attenuate stress hormones especially epinephrine(Epi)-induced breast cancer cell migration and invasion in vitro.Mechanistically,we identified that β2-AR was a direct target of BA via the drug affinity responsive target stability(DARTS)combined with mass spectrum assay,and BA photoaffinity probe with pull-down assay,which was further confirmed by a couple of bio-physical and biochemical assays.Furthermore,we demonstrated that BA could directly bind to the Phe-193 and Phe-289 of β2-AR,subsequently inhibit cyclic adenosine monophosphate-protein kinase A-focal adhesion kinase(cAMP-PKA-FAK)pathway,and thus impede epithelial-mesenchymal transition(EMT),thereby hindering the metastatic progression of the chronic stress coupled with syngeneic and xenograft in vivo orthotopic and tail vein mouse model.These findings firstly identify BA as a potential β2-AR inhibitor in the treatment of stress-induced breast cancer metastasis.
6.Research Progress on Preparation and Anti-osteoarthritis Activity of Chondroitin Sulfate Sodium
Lin ZHAO ; Zhenyu YUN ; Xi WU ; Mengyan ZHANG ; Yu JIANG ; Hongyu LIU ; Tao LAN ; Xiuwen YIN
Herald of Medicine 2024;43(6):916-925
Chondroitin sulfate sodium is a sulphated glycosaminoglycan composed of repeating disaccharide units of D-glucuronic acid and N-acetyl-D-galactosamine,prepared from the cartilage tissue of land or marine animal by a specific extraction and purification process.Chondroitin sulfate sodium is considered to have anti-osteoarthritis effect and many other potential physiological activities.It has broad application prospects and development space in the fields of health food,cosmetics,and drugs.This paper reviews the preparation process of chondroitin sulfate sodium,development and problems of microbial synthesis technology and the research status of anti-osteoarthritis activity based on cells models,animal models and clinical randomized controlled trials(RCT).The limitations of current research are analyzed and corresponding strategies are proposed to provide reference for further standardization and development of chondroitin sulfate sodium.
7.Predictive value of serum sCD40L and Apelin-13 levels for the short-term prognosis in patients after traumatic brain injury surgery
Haibo LU ; Yunying WU ; Lei YIN ; Xiaolin QI ; Tao HAN
International Journal of Laboratory Medicine 2024;45(13):1622-1626
Objective To investigate the predictive value of serum soluble CD40 ligand(sCD40L)and an-giotensin Ⅱ receptor-like 1 endogenous ligand 13(Apelin-13)levels for the short-term prognosis in patients after traumatic brain injury surgery.Methods A total of 89 patients with traumatic brain injury who under-went treatment and surgery in Zhongwu Hospital of Suqian from June 2020 to December 2022 were collected as the research group.A total of 89 healthy individuals who came to Zhongwu Hospital of Suqian during the same period for physical examination were selected as the control group.The clinical data of the study subjects were collected and the expression levels of sCD40L and Apelin-13 in the serum were detected.Pearson method was applied to analyze the correlation between sCD40L and Apelin-13 in the serum of patients in the research group.Receiver operating characteristic(ROC)curve was applied to analyze the predictive value of serum sCD40L and Apelin-13 for the short-term prognosis in patients after traumatic brain injury surgery.Results Compared with the control group,the serum level of sCD40L in the research group was significantly increased,and the serum level of Apelin-13 was significantly decreased(P<0.05).There were no statistically significant differences in age and gender between the poor prognosis group and the good prognosis group(P>0.05).The proportions of patients with preoperative hospitalization time≥10 h,surgical duration≥4 h,intraoperative bleeding vol-ume≥400 mL,and permanent implants were higher than those in the good prognosis group,and the Glasgow Outcome Scale(GOS)score was lower than that in the good prognosis group(P<0.05).The serum sCD40L level in good prognosis group was lower than that in poor prognosis group,and the serum Apelin-13 level was higher than that in poor prognosis group(P<0.05).The area under the curve(AUC)of serum sCD40L and Apelin-13 levels for predicting the short-term prognosis in patients after traumatic brain injury surgery was 0.776 and 0.819,respectively,with sensitivity of 79.31%and 75.86%,specificity of 75.00%and 81.67%,respectively,and the AUC of the combination of the two was 0.909,with sensitivity of 89.66%and specificity of 75.00%,respectively.Conclusion The serum sCD40L level increases and the serum Apelin-13 level decrea-ses in patients with poor short-term prognosis after traumatic brain injury surgery.The combined detection of the two has high predictive value for the short-term prognosis in patients.
8.Clinical Observation of Xiaoying Sanjie Granules in the Treatment of Benign Thyroid Nodules with Qi Stagnation and Phlegm Obstruction Type
Yu-Xi ZHOU ; Tao-Qing YIN ; Shuai XU ; Jun-Wei WU ; Ren-Qun YE
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(7):1750-1756
Objective To observe the efficacy and safety of Xiaoying Sanjie Granules(derived from the modified Sini San and Banxia Houpo Decoction)in the treatment of patients with benign thyroid nodules of qi stagnation and phlegm obstruction type.Methods A retrospective study was conducted.According to the treatment methods,60 patients with benign thyroid nodules of qi stagnation and phlegm obstruction type were divided into observation group and control group,30 cases in each group.The control group was given health training alone,and the observation group was given oral use of Xiaoying Sanjie Granules on the basis of treatment for the control group.The course of treatment covered 12 weeks.The changes of traditional Chinese medicine(TCM)syndrome scores,maximum cross-section diameter of the thyroid nodule and thyroid function indexes of thyroid stimulating hormone(TSH),free triiodothyronine(FT3)and free thyroxine(FT4)in the two groups before and after treatment were observed.After treatment,the clinical efficacy and adverse reactions were compared between the two groups.Results(1)After 12 weeks of treatment,the total effective rate of the observation group was 73.33%(22/30),and that of the control group was 10.00%(3/30).The intergroup comparison(tested by chi-square test)showed that the efficacy of the observation group was significantly superior to that of the control group(P<0.01).(2)After treatment,the TCM syndrome scores of the observation group were significantly lower than those before treatment(P<0.01),and the maximum cross-section diameter of the thyroid nodule was significantly smaller than that before treatment(P<0.01).However,no obvious improvement of TCM syndromes and the maximum cross-section diameter of the thyroid nodule was presented in the control group(P>0.05).The intergroup comparison showed that the decrease of TCM syndrome scores and the reduction of the maximum cross-section diameter of the thyroid nodule in the observation group were significantly superior to those in the control group(P>0.05).(4)During the treatment,no obvious adverse reactions occurred in the two groups,indicating high safety.Conclusion Xiaoying Sanjie Granules exerts certain effects on patients with benign thyroid nodules of qi stagnation and phlegm obstruction type.The granuels are effective on significantly reduce the maximum cross-section diameter of the thyroid nodule,improve the clinical symptoms of patients,and has fewer adverse reactions,with high safety.
9.Correlation analysis between eNOS gene single nucleotide polymorphism and systemic lupus erythematosus in Hainan
Xuan ZHANG ; Hui-Tao WU ; Qi ZHANG ; Gui-Ling LIN ; Xi-Yu YIN ; Wen-Lu XU ; Zhe WANG ; Zi-Man HE ; Ying LIU ; Long MI ; Yan-Ping ZHUANG ; Ai-Min GONG
Medical Journal of Chinese People's Liberation Army 2024;49(9):986-991
Objective To investigate the relationship between single nucleotide polymorphisms(SNPs)in the eNOS gene and genetic susceptibility to systemic lupus erythematosus(SLE)in Hainan.Methods Blood samples were collected from SLE patients(SLE group,n=214)and healthy controls(control group,n=214)from January 2020 to December 2022 at the First Affiliated Hospital of Hainan Medical College and Hainan Provincial People's Hospital.The bases of eNOS gene rs3918188,rs1799983 and rs1007311 loci in each group were detected by SNaPshot sequencing technology.Logistic regression was used to analyze the correlation between genotypes,alleles and gene models(dominant model,recessive model,and overdominant model)of the above 3 target loci of the eNOS gene and genetic susceptibility to SLE.Haplotype analysis was conducted using HaploView 4.2 software to investigate the relationship between haploid and genetic susceptibility to SLE at each site.Results The results of logistic regression analysis revealed that the CC genotype and the C allele at rs3918188 locus were risk factors for genetic susceptibility to SLE(CC vs.AA:OR=2.449,P<0.05;C vs.A:OR=2.133,P<0.001).In recessive model at rs3918188 locus,CC genotype carriers had an increased risk of SLE development compared with AA+AC genotype carriers(OR=2.774,P<0.001).In contrast,in overdominant model at this locus,AC genotype carriers had a decreased risk of SLE occurrence compared with AA+CC genotype carriers(OR=0.385,P<0.001).In addition,polymorphisms of rs1799983 and rs1007311 were not associated with susceptibility to SLE in genotype,allele type and the 3 genetic models(P>0.05).Haplotype analysis revealed a strong linkage disequilibrium between the rs1007311 and rs1799983 loci of the eNOS gene,but no significant correlation was found between haplotype and genetic susceptibility to SLE(P>0.05).Conclusion The CC genotype and C allele at rs3918188 locus of eNOS gene may be risk factors for SLE in Hainan,while the risk of SLE occurrence is reduced in carriers of AC genotype under the overdominant model.
10.Construction and verification of pancreatic fistula risk prediction model after pancreaticoduodenectomy based on ensemble machine learning
Shibo CHENG ; Chuanbing ZHAO ; Qiu WU ; Shanmiao GOU ; Jiongxin XIONG ; Ming YANG ; Chunyou WANG ; Heshui WU ; Tao YIN
Chinese Journal of Surgery 2024;62(10):929-937
Objective:To construct an ensemble machine learning model for predicting the occurrence of clinically relevant postoperative pancreatic fistula (CR-POPF) after pancreaticoduodenectomy and evaluate its application value.Methods:This is a research on predictive model. Clinical data of 421 patients undergoing pancreaticoduodenectomy in the Department of Pancreatic Surgery,Union Hospital, Tongji Medical College,Huazhong University of Science and Technology from June 2020 to May 2023 were retrospectively collected. There were 241 males (57.2%) and 180 females (42.8%) with an age of (59.7±11.0)years (range: 12 to 85 years).The research objects were divided into training set (315 cases) and test set (106 cases) by stratified random sampling in the ratio of 3∶1. Recursive feature elimination is used to screen features,nine machine learning algorithms are used to model,three groups of models with better fitting ability are selected,and the ensemble model was constructed by Stacking algorithm for model fusion. The model performance was evaluated by various indexes,and the interpretability of the optimal model was analyzed by Shapley Additive Explanations(SHAP) method. The patients in the test set were divided into different risk groups according to the prediction probability (P) of the alternative pancreatic fistula risk score system (a-FRS). The a-FRS score was validated and the predictive efficacy of the model was compared.Results:Among 421 patients,CR-POPF occurred in 84 cases (20.0%). In the test set,the Stacking ensemble model performs best,with the area under the curve (AUC) of the subject′s work characteristic curve being 0.823,the accuracy being 0.83,the F1 score being 0.63,and the Brier score being 0.097. SHAP summary map showed that the top 9 factors affecting CR-POPF after pancreaticoduodenectomy were pancreatic duct diameter,CT value ratio,postoperative serum amylase,IL-6,body mass index,operative time,albumin difference before and after surgery,procalcitonin and IL-10. The effects of each feature on the occurrence of CR-POPF after pancreaticoduodenectomy showed a complex nonlinear relationship. The risk of CR-POPF increased when pancreatic duct diameter<3.5 mm,CT value ratio<0.95,postoperative serum amylase concentration>150 U/L,IL-6 level>280 ng/L,operative time>350 minutes,and albumin decreased by more than 10 g/L. The AUC of a-FRS in the test set was 0.668,and the prediction performance of a-FRS was lower than that of the Stacking ensemble machine learning model.Conclusion:The ensemble machine learning model constructed in this study can predict the occurrence of CR-POPF after pancreaticoduodenectomy,and has the potential to be a tool for personalized diagnosis and treatment after pancreaticoduodenectomy.

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