1.Contrast-enhanced CT-based radiomics in predicting post-acute pancreatitis diabetes mellitus incidence
Shuting ZHONG ; Xiaohua HUANG ; Qinglin DU ; Yuwei CHEN ; Shize QIN ; Yu JIANG
Journal of Practical Radiology 2024;40(3):385-389
Objective To explore the value of dual-phase enhanced CT radiomics in predicting post-acute pancreatitis diabetes mellitus(PPDM-A).Methods A total of 145 patients with acute pancreatitis(AP)were retrospectively collected,including 62 patients in PPDM-A group and 83 patients in non-PPDM-A group.The patients were randomly divided into training set and test set at a ratio of 7︰3,the pancreatic parenchyma in arterial phase and venous phase was delineated and the radiomics features were extracted.Vari-ance threshold method,univariate selection method and least absolute shrinkage and selection operator(LASSO)were used to screen radiomics features.The prediction performance of the model was evaluated by the area under the curve(AUC).The DeLong test was used to compare the prediction efficiency between the models,and the calibration curve and decision curve were used to evaluate the prediction efficiency of the model.Results The AUC of arterial phase model,venous phase model,combined arterial venous phase model,clinical model and radiomics combined clinical model in the training set were 0.845,0.792,0.829,0.656 and 0.862,respec-tively.The DeLong test results showed that only the difference between the radiomics combined clinical model and the clinical model in the training set and the test set was statistically significant(P<0.05).The decision curve showed that the radiomics combined clinical model had high clinical practicability in a certain range,and the calibration curve showed that the radiomics combined clinical model had the best fitting degree with the actual observation value.Conclusion Based on the dual-phase enhanced CT radiomics combined clinical model,PPDM-A can be predicted more accurately,and it can provide a certain reference value for the clinical development of per-sonalized treatment programs.
2.Renal cell carcinoma unclassified with medullary phenotype: a report of 2 cases and literature review
Yijun QIAN ; Xiaohua LIU ; Manming CAO ; Wei DU ; Kai GUO ; Yawen XU
Journal of Modern Urology 2024;29(12):1060-1063
[Objective] To investigate the clinical features and treatment of renal cell carcinoma unclassified with medullary phenotype (RCCU-MP), so as to improve the clinical understanding of this disease. [Methods] The clinical data of 2 patients with pathological diagnosis of renal medullary carcinoma (RMC) in Zhujiang Hospital during 2019 and 2023 were retrospectively analyzed, and relevant literature was reviewed. [Results] Both patients had symptoms of backache, and imaging examination indicated renal space-occupying lesions.Case 1 was diagnosed as RMC by renal biopsy, and case 2 was pathologically diagnosed as RMC after surgery.Both cases lacked evidence of sickle cell trait or sickle cell disease, and were finally diagnosed as RCCU-MP.Case 1 did not receive antineoplastic therapy and died 5 months after diagnosis.Case 2 underwent laparoscopic nephrectomy, and then received gemcitabine + paclitaxel chemotherapy + immunotherapy.The patient's tumor progressed gradually after first-line treatment was abandoned due to concurrent hematologic infection, and he eventually died 7 months after surgery. [Conclusion] The clinical features of RCCU-MP are partially similar to those of RMC.The diagnosis of RCCU-MP requires pathological examinations and should exclude sickle cell trait or sickle cell disease.Due to the aggressive nature of the tumor, the prognosis of patients is poor.
3.Value of dual-layer detector spectral CT quantitative parameters in evaluating treatment response of neoadjuvant chemoradiotherapy in patients with locally advanced rectal cancer
Wenjing YUAN ; Zhiqing HUANG ; Ziqi JIA ; Hanliang ZHANG ; Jianye LU ; Xiaohua DU ; Zhibo WEN ; Xian LIU ; Weicui CHEN
Chinese Journal of Radiology 2024;58(2):194-200
Objective:To explore the value of dual-layer detector spectral CT quantitative parameters in evaluating the treatment response of neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC).Methods:The study was a cross-sectional study. From May 2021 to March 2023, a total of 52 patients with LARC who received complete nCRT and were pathologically confirmed rectal adenocarcinoma at the Guangdong Province Hospital of Traditional Chinese Medicine were retrospectively enrolled. Each patient underwent spectral CT examination before and after nCRT, including plain scan, arterial phase (AP), and venous phase (VP) scans. According to the tumor regression grade, the patients were divided into the good response ( n=20) and the poor response group ( n=32). Measurements of the primary tumor′s spectral CT parameters, including effective atomic number (Z eff) at plain scan, iodine concentration (IC), CT values of 40 keV and 100 keV virtual monochromatic image (VMI) at dual-enhanced phases, were taken before and after nCRT. Additionally, the normalized iodine concentration (NIC), spectral curve slope (λHU), and the change rate of the above parameters before and after nCRT were calculated. The independent sample t-test or Mann-Whitney U test was used to compare the differences between the two groups. The receiver operating characteristic (ROC) curve was used to assess the efficacy of various metrics in evaluating the tumor treatment response of nCRT. A binary logistic regression analysis of combined parameter results was performed for the parameters with the areas under curve (AUC)>0.75, and the AUC of the combined parameter was evaluated. Results:There were significant differences in NIC AP and λHU VP before nCRT, NIC VP and λHU VP after nCRT, and the change rates of Z eff, NIC AP, NIC VP and λHU AP between the good response group and the poor response group ( P<0.05). The remaining parameters showed no statistically significant difference ( P>0.05). The ROC curve results showed that the AUCs of the above 8 parameters for evaluating tumor treatment response of nCRT were 0.702, 0.655, 0.695, 0.769, 0.738, 0.807, 0.791, and 0.677, respectively. The AUC of the combined model of the three parameters with AUC>0.75 (λHU VP after nCRT, the change rate of NIC AP and NIC VP) was 0.869, with 80.0% sensitivity and 84.4% specificity. Conclusion:The quantitative parameters derived from spectral CT may provide new markers for evaluating the response to nCRT treatment in patients with LARC. The multi-parameter combined model can improve diagnostic efficacy.
4.Predictive value of enhanced MRI radiomics combined with clinical features for the occurrence of post-acute pancreatitis diabetes mellitus
Yuan WANG ; Xiaohua HUANG ; Qinglin DU ; Xiyao WAN ; Ziyan LIU ; Ziyi LIU
Journal of Practical Radiology 2024;40(11):1810-1813
Objective To explore the clinical value of models based on clinical features and enhanced MRI radiomics for predicting the occurrence of post-acute pancreatitis diabetes mellitus(PPDM-A).Methods A retrospective selection of 161 acute pancreatitis(AP)patients was conducted,comprising 99 in the non-PPDM-A group and 62 in the PPDM-A group.They were randomly divided into training set and test set in a ratio of 7∶3.Region of interest(ROI)were delineated and radiomics features were extracted on the late arterial phase MRI images.Optimal radiomics features were selected by maximum relevance and minimum redundancy(mRMR)and least absolute shrinkage and selection operator(LASSO).Support vector machine(SVM)was used to develop three predictive models.The efficacy of the models in predicting PPDM-A was evaluated,the receiver operating characteristic(ROC)curve was drawn,and the DeLong test was employed to assess the difference in predictive capability among the models.Results In the training set,the area under the curve(AUC)of the clinical model,radiomics model,and combined model were 0.702,0.810 and 0.901,respectively,and in the test set were 0.678,0.797 and 0.830,respectively.The DeLong test revealed a statistically significant difference in the predictive capability of the combined model compared to the clinical model both in the training and test sets(training set:P<0.001;test set:P=0.019).Conclusion The combined model based on clinical features and enhanced MRI radiomics features demonstrates good predictive effi-cacy and can provide valuable insights for clinical interventions aimed at preventing PPDM-A.
5.Establishment of artificial neural network model based on mitochondria-associated genes in Crohn's disease
Fengming DU ; Xiaohua CAO ; Ruichen LIU ; Chaoyang HU ; Yan SUN
Journal of Clinical Medicine in Practice 2024;28(23):8-15
Objective To screen mitochondria-related genes in Crohn's disease (CD) based on the Gene Expression Omnibus (GEO) database, construct an artificial neural network diagnostic model and evaluate its performance. Methods The CD-related datasets GSE186582 and GSE102133 were downloaded from the GEO database for differential expression genes (DEGs) screening. The intersection of DEGs and mitochondrial genes from the MitoCarta 3.0 database was obtained. Least absolute shrinkage and selection operator regression and random forest algorithms were used to identify CD-specific genes and construct an artificial neural network diagnostic model. The model was further validated by the validation set GSE95095, and the diagnostic performance was evaluated by the area under the curve (AUC) of the receiver operating characteristic curve. The immune cell infiltration in CD was assessed by the CIBERSORT algorithm, and the relationship between biomarkers and infiltrated immune cells was investigated. Results A total of 551 DEGs were obtained, including 275 upregulated and 276 downregulated genes. There were 20 mitochondria-related genes associated with CD. A total of 9 mitochondria-related feature genes (
6.Construction of a prognostic model for hepatocellular carcinoma based on immune and metabolism related genes and drug prediction
Xiaohua CAO ; Fengming DU ; Chaoyang HU ; Yan SUN
Journal of Clinical Medicine in Practice 2024;28(23):27-35
Objective To construct a prognostic prediction model for hepatocellular carcinoma (HCC) based on immune and metabolism related genes, analyze the prognostic immune response of HCC patients, and screen potential drugs for HCC treatment through drug sensitivity analysis. Methods HCC expression profiling and clinical data were obtained from The Cancer Genome Atlas (TCGA) database, and a list of immune-related genes was obtained from the Immport database; the Perl language was used to extract metabolism-related pathway gene sets from the Molecular Signatures Database(MSig DB), and co-expression related genes were found through differential analysis and co-expression analysis; the univariate Cox regression analysis, the least absolute shrinkage and selection operator (LASSO) regression analysis, and multivariate Cox regression analysis were used to screen prognosis-related genes and construct a risk prognosis model for HCC, and risk scores for all HCC samples were calculated. Using the median risk score as the critical value, the reliability of the prognostic model was evaluated through risk curves, Kaplan-Meier survival analysis, receiver operating characteristic (ROC) curves, independent prognostic analysis, and Nomograms. The correlations between risk scores and pathway enrichment analysis as well as immune cell infiltration were analyzed. Drug sensitivity analysis was used to identify potential therapeutic drugs for HCC. Results Five immune and metabolic genes with independent prognostic value were obtained, and a prognostic model based on immune and metabolic genes was constructed. Survival analysis showed that in the total dataset, training group and validation group, the survival rate of the low-risk group was significantly higher than that ofthe high-risk group (
7.Chinese expert consensus on emergency surgery for severe trauma and infection prevention during corona virus disease 2019 epidemic (version 2023)
Yang LI ; Yuchang WANG ; Haiwen PENG ; Xijie DONG ; Guodong LIU ; Wei WANG ; Hong YAN ; Fan YANG ; Ding LIU ; Huidan JING ; Yu XIE ; Manli TANG ; Xian CHEN ; Wei GAO ; Qingshan GUO ; Zhaohui TANG ; Hao TANG ; Bingling HE ; Qingxiang MAO ; Zhen WANG ; Xiangjun BAI ; Daqing CHEN ; Haiming CHEN ; Min DAO ; Dingyuan DU ; Haoyu FENG ; Ke FENG ; Xiang GAO ; Wubing HE ; Peiyang HU ; Xi HU ; Gang HUANG ; Guangbin HUANG ; Wei JIANG ; Hongxu JIN ; Laifa KONG ; He LI ; Lianxin LI ; Xiangmin LI ; Xinzhi LI ; Yifei LI ; Zilong LI ; Huimin LIU ; Changjian LIU ; Xiaogang MA ; Chunqiu PAN ; Xiaohua PAN ; Lei PENG ; Jifu QU ; Qiangui REN ; Xiguang SANG ; Biao SHAO ; Yin SHEN ; Mingwei SUN ; Fang WANG ; Juan WANG ; Jun WANG ; Wenlou WANG ; Zhihua WANG ; Xu WU ; Renju XIAO ; Yang XIE ; Feng XU ; Xinwen YANG ; Yuetao YANG ; Yongkun YAO ; Changlin YIN ; Yigang YU ; Ke ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Gang ZHAO ; Xiaogang ZHAO ; Xiaosong ZHU ; Yan′an ZHU ; Changju ZHU ; Zhanfei LI ; Lianyang ZHANG
Chinese Journal of Trauma 2023;39(2):97-106
During coronavirus disease 2019 epidemic, the treatment of severe trauma has been impacted. The Consensus on emergency surgery and infection prevention and control for severe trauma patients with 2019 novel corona virus pneumonia was published online on February 12, 2020, providing a strong guidance for the emergency treatment of severe trauma and the self-protection of medical staffs in the early stage of the epidemic. With the Joint Prevention and Control Mechanism of the State Council renaming "novel coronavirus pneumonia" to "novel coronavirus infection" and the infection being managed with measures against class B infectious diseases since January 8, 2023, the consensus published in 2020 is no longer applicable to the emergency treatment of severe trauma in the new stage of epidemic prevention and control. In this context, led by the Chinese Traumatology Association, Chinese Trauma Surgeon Association, Trauma Medicine Branch of Chinese International Exchange and Promotive Association for Medical and Health Care, and Editorial Board of Chinese Journal of Traumatology, the Chinese expert consensus on emergency surgery for severe trauma and infection prevention during coronavirus disease 2019 epidemic ( version 2023) is formulated to ensure the effectiveness and safety in the treatment of severe trauma in the new stage. Based on the policy of the Joint Prevention and Control Mechanism of the State Council and by using evidence-based medical evidence as well as Delphi expert consultation and voting, 16 recommendations are put forward from the four aspects of the related definitions, infection prevention, preoperative assessment and preparation, emergency operation and postoperative management, hoping to provide a reference for severe trauma care in the new stage of the epidemic prevention and control.
8.The role of cAMP /Epac / Rap1 signaling pathway regulate the secretion of IL-1 β, TNF-α, BDNF from NG2 cell and the effect of Jujuboside A
Tingting Yang ; Hui Wang ; Peng Shi ; Liu Teng ; Yue Li ; Min Du ; Xiaohua Tu ; Guangyong Yang ; Ying Deng
Acta Universitatis Medicinalis Anhui 2023;58(2):265-270
Objective:
To investigate whether the cyclic adenosine monophosphate (cAMP) / exchange proteins directly activated by cAMP (Epac) / ras-related protein 1 ( Rap1 ) signalling pathway is involved in the intervening mechanisms of interleukin-1 β (IL-1 β) ,tumor necrosis factor-α (TNF-α) ,brain-derived neurotrophic factor (BDNF) and Jujuboside A(JuA) secretion by NG2 cells.
Methods:
NG2 cells were cultured in vitro and the experiment was divided into control group ,pertussis toxin ( PTX) group ,ESI-09 group,JuA group and positive drug group.The effect of different concentrations of JuA on the survival rate of NG2 cells was detected by CCK-8 method,and the expression of IL-1 β , TNF-α , BDNF,cAMP,Epac,Rap1 mRNA and protein in each group was detected by RT-PCR and Western blot.
Results:
Compared with the control group,the PTX group decreased the expression of IL-1 β and TNF-α mRNA and protein (P<0. 01) and increased the expression of cAMP and BDNF mRNA and protein (P<0. 01) ; the ESI-09 group increased the expression of IL-1 β and TNF-α mRNA and protein (P < 0. 05) and decreased the expression of BDNF,Epac and Rap1 mRNA and protein expression (P<0. 01) ; the JuA group and positive drug group increased IL-1 β , TNF-α , BDNF,cAMP,Epac,Rap1 mRNA and protein expression (P<0. 01) .
Conclusion
The cAMP / Epac / Rap1 signaling pathway is involved in the secretion of IL-1 β , TNF- α , and BDNF by NG2 cells.JuA may act on cAMP / Epac / Rap1 signaling pathway to affect the secretion of BDNF by NG2 cells.
9.Smoking network characteristics of smoking cessation outpatients in Kunming City
Bing HAI ; Ling LIU ; Ya LI ; Min CHEN ; Shaoying LI ; Lifen YANG ; Bing YUAN ; Yingchun TIAN ; Xiaohua DU ; Ling SHEN ; Jianqing ZHANG
Chinese Journal of Health Management 2023;17(9):680-684
Objective:To analyze the characteristics of smoking network among smokers in Kunming smoking cessation outpatient service.Methods:A multicenter, cross-sectional study was carried out, and smoking cessation outpatients from 8 tertiary hospitals (the Second Affiliated Hospital of Kunming Medical University, the First Affiliated Hospital of Kunming Medical University, Yan′an Hospital, Ganmei Hospital, the 920 Hospital of the Chinese People′s Liberation Army Joint Logistic Support Force, Kunming First People′s Hospital, the First People′s Hospital of Yunnan Province and the Second People′s Hospital of Yunnan Province) in Kunming, Yunnan Province were included to receive a questionnaire survey. The questionnaire mainly consisted of four parts: (1) demographic characteristics of smokers; (2) the specific situation of smoking; (3) social support network; (4) smoking network. A total of 360 questionnaires were distributed in this survey, 351 were recovered, and 351 were valid, the collected data from valid questionnaire were statistically analyzed to analyze the social demographic characteristics, smoking status and smoking network characteristics of smokers.Results:In this survey, the demographic characteristics of the 351 patients in the smoking cessation clinic were as follows: there were 342 male cases (97.4%), 249 cases (70.9%) were Han, 233 patients (66.4%) were non-religious, there were 236 cases (67.2%) with college degree or above, and 51 cases (14.5%) were unemployed. The analysis of smoking status showed that 167 patients (47.6%) maintained daily smoking, 247 patients (70.4%) had plans to quit smoking, at least one parent of 258 patients (73.5%) had a history of smoking, 188 patients (53.6 %) smoked at home. In the smoking network of the surveyed patients, there were 304 patients (86.6%) who smoked together with two or more people, and more than 90 percent of the patients smoked with the same sex.Conclusions:The smoking network of patients in Kunming smoking cessation clinic is small, and a third of smokers are friends. It is suggested to use the characteristics of smoking network to carry out smoking cessation intervention activities, so as to improve the success rate of smoking cessation.
10.Functional dyspepsia treated with WangShiBaoChiWan: a randomized, double-blind, parallel-controlled, multicenter clinical study
Huiyun ZHU ; Xiaoyang DONG ; Jianguo XIAO ; Xiangpeng HU ; Shengbao LI ; Jianlin REN ; Jianghong LING ; Guoxiong ZHOU ; Xi CHEN ; Xiaohua HOU ; Shengsheng ZHANG ; Jianting CAI ; Duowu ZOU ; Yanqing LI ; Bin CHENG ; Xiaoyan WANG ; Zhaoshen LI ; Yiqi DU
Chinese Journal of Digestion 2023;43(12):834-840
Objective:To compare the efficacy and safety between WangShiBaoChiWan and mosapride in the treatment of functional dyspepsia (FD).Methods:From September 2019 to September 2020, patients with postprandial fullness and early satiation who met the Rome Ⅳ criteria for FD diagnosis were enrolled from 15 hospitals, including the First Affiliated Hospital of Naval Medical University (Shanghai Changhai Hospital), Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical College. The subjects were randomly divided into WangShiBaoChiWan (experimental) group and mosapride (control) group in the ratio of 1∶1. The treatment regimens were WangShiBaoChiWan+ mosapride simulator, WangShiBaoChiWan simulator+ mosapride, respectively with a treatment period of 2 weeks. The primary efficacy outcome was the improvement rates of main symptoms before and after treatment, the secondary efficacy primary efficacy outcome was the total clinical effective rate and the change of the single symptom score. And the safety indicator included adverse events. Independent sample t-test, paired t-test and chi-square test were used for statistical analysis. Results:A total of 251 FD patients were enrolled in the full analysis set, including 124 in the experimental group and 127 in the control group; 241 FD patients were in the per-protocol analysis set, including 117 in the experimental group and 124 in the control group. The analysis of per-protocol analysis set showed that the improvement rates of the main symptoms of the experimental group and the control group were (66±29)% and (60±30)%, respectively, and the difference was not statistically significant ( P>0.05). The improvement rate of the main symptoms of the experimental group reached 117% of that of the control group, which exceeded the expected non-inferiority standard of 80%. The total clinical effective rates of the experimental group and the control group were 76.07% (89/117) and 75.81% (94/124), respectively, and the difference was not statistically significant ( P>0.05). The results of full analysis set showed that the incidence of adverse events of the experimental group and the control group was 1.62% (2/124) and 1.57% (2/127), respectively, and the difference was not statistically significant ( P>0.05). There were no serious adverse events in the two groups. Conclusion:The improvement rate of the main symptoms of WangShiBaoChiWan is not inferior to that of mosapride in the treatment of FD, and it has good safety.


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