1.Effect of Qiwei Baizhusan on Cognitive Dysfunction in Rats with Diabetic Encephalopathy Based on PI3K/Akt/GSK-3β Signaling Pathway
Jiaxin GAO ; Jianbo WANG ; Yanan XUE ; Jie SUN ; Dan WANG ; Kun HAN ; Yunyu ZHANG ; Yiran YIN ; Xiaofan FENG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(3):10-17
ObjectiveTo observe the therapeutic effect of Qiwei Baizhusan(QWBZS) on diabetic encephalopathy(DE) rat model, and to explore the possible mechanism of QWBZS in the treatment of DE based on phosphatidylinositol 3-kinase(PI3K)/protein kinase B(Akt)/glycogen synthase kinase-3β(GSK-3β) signaling pathway. MethodForty-eight SPF male Wistar rats were randomly divided into blank group(8 rats) and high-fat diet group(40 rats). After 12 weeks of feeding, rats in the high-fat diet group were intraperitoneally injected with 35 mg·kg-1 of 1% streptozotocin(STZ) for 2 consecutive days to construct a DE model, and rats in the blank group were injected with the same amount of sodium citrate buffer. After successful modeling, according to blood glucose and body weight, model rats were randomly divided into model group, low, medium and high dose groups of QWBZS(3.15, 6.3, 12.6 g·kg-1), combined western medicine group(metformin+rosiglitazone, 0.21 g·kg-1), with 6 rats in each group. The administration group was given the corresponding dose of drug by gavage, and the blank group and the model group were given an equal volume of 0.9% sodium chloride solution by gavage, 1 time/day for 6 weeks. Morris water maze was used to detect the spatial memory ability of DE rats. Fasting insulin (FINS) level was detected by enzyme-linked immunosorbent assay(ELISA) and insulin resistance index(HOMA-IR) was calculated. Hematoxylin-eosin(HE) staining was used to observe the morphological changes of hippocampus in rats, ELISA was used to detect the indexes of oxidative stress in hippocampal tissues, real-time fluorescence quantitative polymerase chain reaction(Real-time PCR) was used to detect mRNA expression levels of PI3K, Akt, nuclear transcription factor-κB(NF-κB), tumor necrosis factor-α(TNF-α) and interleukin-1β(IL-1β) in hippocampus, and Western blot was used to detect the protein expression of PI3K, Akt, phosphorylated(p)-Akt, GSK-3β and p-GSK-3β in hippocampus of rats. ResultCompared with the blank group, FINS and HOMA-IR values of the model group were significantly increased(P<0.01), the path of finding the original position of the platform was significantly increased, and the escape latency was significantly prolonged(P<0.01), the morphology of neuronal cells in hippocampal tissues was disrupted, the levels of reactive oxygen species(ROS) and malondialdehyde(MDA) in hippocampus of rats were increased, and the activity of superoxide dismutase(SOD) was decreased(P<0.05, P<0.01), mRNA expression levels of PI3K and Akt were decreased(P<0.01), mRNA expression levels of NF-κB, TNF-α and IL-1β were increased(P<0.05, P<0.01), the protein expression levels of PI3K, p-Akt and p-GSK-3β were significantly decreased, and the protein expression of GSK-3β was significantly increased(P<0.01). Compared with the model group, the FINS and HOMA-IR values of the medium dose group of QWBZS and the combined western medicine group were significantly decreased(P<0.01), the path of finding the original position of the platform and the escape latency were significantly shortened(P<0.01), the hippocampal tissue structure of rats was gradually recovered, and the morphological damage of nerve cells was significantly improved, the contents of ROS and MDA in hippocampus of rats decreased and the level of SOD increased(P<0.01), the mRNA expression levels of PI3K and Akt were increased(P<0.01), and the mRNA expression levels of NF-κB, TNF-α and IL-1β were decreased (P<0.05, P<0.01), the protein expression levels of PI3K, p-Akt and p-GSK-3β were significantly increased(P<0.01), and the expression of GSK-3β was significantly decreased(P<0.01). ConclusionQWBZS can alleviate insulin resistance in DE rats, it may repair hippocampal neuronal damage and improve learning and cognitive ability of DE rats by activating PI3K/Akt/GSK-3β signaling pathway.
2.Comparison of Al 18F-NOTA-FAPI-04 and 18F-FDG PET/CT in evaluating patients with initial gastric cancer
Fangfang CHAO ; Xinli XIE ; Yanmei ZHANG ; Yanpeng LI ; Yanxia YU ; Xiaoli MEI ; Jianbo GAO ; Xingmin HAN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(4):225-229
Objective:To compare Al 18F-1, 4, 7-trizacyclononane-1, 4, 7-triacetic acid (NOTA)-fibroblast activation protein inhibitor (FAPI)-04 PET/CT with 18F-FDG PET/CT in the evaluation of patients with initial gastric cancer. Methods:Twenty patients (13 males, 7 females, age: 27-77 years) with histologically proven gastric cancer were recruited prospectively between March 2021 and July 2022 in the First Affiliated Hospital of Zhengzhou University. Each patient underwent both 18F-FDG and Al 18F-NOTA-FAPI-04 PET/CT within one week. SUV max, tumor background ratio (TBR) and positive detection rate of the two methods were compared (Wilcoxon signed rank sum test, McNemar χ2 test). Results:Al 18F-NOTA-FAPI-04 showed higher SUV max and TBR than those of 18F-FDG in primary tumors (10.2(8.0, 13.7) vs 5.2(3.3, 7.7), z=-3.47, P=0.001; 7.6(5.6, 10.3) vs 2.4(1.8, 3.0), z=-3.85, P<0.001). For the detection of primary gastric cancer, the positive detection rate of Al 18F-NOTA-FAPI-04 PET/CT showed the trend of being higher than that of 18F-FDG PET/CT (95%(19/20) and 75%(15/20); χ2=2.25, P=0.125). For assessing lymph node metastasis, the detection rate of Al 18F-NOTA-FAPI-04 PET/CT was higher than that of 18F-FDG PET/CT (78.9%(101/128) vs 64.8%(83/128); χ2=13.47, P<0.001). The SUV max and TBR of Al 18F-NOTA-FAPI-04 in lymph node were higher than those of 18F-FDG (5.3(3.5, 9.2) vs 2.8(1.8, 4.7), z=-7.31, P<0.001; 4.6(2.6, 6.5) vs 1.7(1.0, 3.0), z=-8.44, P<0.001). For the detection of peritoneal carcinomatosis, Al 18F-NOTA-FAPI-04 PET/CT showed higher peritoneal cancer index (PCI), SUV max, and TBR compared to 18F-FDG PET/CT (PCI: 12.0(3.0, 29.8) vs 5.5(0.5, 17.5), z=-2.22, P=0.026; SUV max: 8.2(4.4, 12.5) vs 2.7(1.9, 4.0); z=-2.52, P=0.012; TBR: 5.1(2.9, 13.3) vs 1.1(0.9, 2.0); z=-2.52, P=0.012). Conclusion:Al 18F-NOTA-FAPI-04 PET/CT outperforms 18F-FDG PET/CT in primary and metastatic lesions of gastric cancer and might be a potential novel modality for imaging patients with gastric cancer.
3.Research progress of FAPI radionuclide imaging in cardiovascular diseases
Jiali HAN ; Li LI ; Ping WU ; Jianbo SONG ; Sijin LI
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(4):244-248
Myocardial fibrosis is an important pathological process in the development of cardiovascular diseases, which is closely related to the prognosis of patients. Activated cardiac fibroblasts (CFs) are the main effector cells, whose surface specifically overexpress fibroblast activation protein (FAP). Radionuclide-labeled FAP inhibitors (FAPIs) can specifically bind to FAP to visualize activated CFs in vivo, showing preliminary clinical application in the early diagnosis, prognosis prediction and interventional guidance of various cardiovascular diseases. This article reviews the progress of researches on the application of radionuclide-labeled FAPIs in cardiovascular diseases imaging.
4.Investigation and analysis of the current status of transjugular intrahepatic portosystemic shunt treatment for portal hypertension in China
Haozhuo GUO ; Meng NIU ; Haibo SHAO ; Xinwei HAN ; Jianbo ZHAO ; Junhui SUN ; Zhuting FANG ; Bin XIONG ; Xiaoli ZHU ; Weixin REN ; Min YUAN ; Shiping YU ; Weifu LYU ; Xueqiang ZHANG ; Chunqing ZHANG ; Lei LI ; Xuefeng LUO ; Yusheng SONG ; Yilong MA ; Tong DANG ; Hua XIANG ; Yun JIN ; Hui XUE ; Guiyun JIN ; Xiao LI ; Jiarui LI ; Shi ZHOU ; Changlu YU ; Song HE ; Lei YU ; Hongmei ZU ; Jun MA ; Yanming LEI ; Ke XU ; Xiaolong QI
Chinese Journal of Radiology 2024;58(4):437-443
Objective:To investigate the current situation of the use of transjugular intrahepatic portosystemic shunt (TIPS) for portal hypertension, which should aid the development of TIPS in China.Methods:The China Portal Hypertension Alliance (CHESS) initiated this study that comprehensively investigated the basic situation of TIPS for portal hypertension in China through network research. The survey included the following: the number of surgical cases, main indications, the development of Early-TIPS, TIPS for portal vein cavernous transformation, collateral circulation embolization, intraoperative portal pressure gradient measurement, commonly used stent types, conventional anticoagulation and time, postoperative follow-up, obstacles, and the application of domestic instruments.Results:According to the survey, a total of 13 527 TIPS operations were carried out in 545 hospitals participating in the survey in 2021, and 94.1% of the hospital had the habit of routine follow-up after TIPS. Most hospitals believed that the main indications of TIPS were the control of acute bleeding (42.6%) and the prevention of rebleeding (40.7%). 48.1% of the teams carried out early or priority TIPS, 53.0% of the teams carried out TIPS for the cavernous transformation of the portal vein, and 81.0% chose routine embolization of collateral circulation during operation. Most of them used coils and biological glue as embolic materials, and 78.5% of the team routinely performed intraoperative portal pressure gradient measurements. In selecting TIPS stents, 57.1% of the hospitals woulel choose Viator-specific stents, 57.2% woulel choose conventional anticoagulation after TIPS, and the duration of anticoagulation was between 3-6 months (55.4%). The limitation of TIPS surgery was mainly due to cost (72.3%) and insufficient understanding of doctors in related departments (77.4%). Most teams accepted the domestic instruments used in TIPS (92.7%).Conclusions:This survey shows that TIPS treatment is an essential part of treating portal hypertension in China. The total number of TIPS cases is far from that of patients with portal hypertension. In the future, it is still necessary to popularize TIPS technology and further standardize surgical indications, routine operations, and instrument application.
5.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
6.Protein-centric omics analysis reveals circulating complements linked to non-viral liver diseases as potential therapeutic targets
Yingzhou SHI ; Hang DONG ; Shiwei SUN ; Xiaoqin WU ; Jiansong FANG ; Jianbo ZHAO ; Junming HAN ; Zhongyue LI ; Huixiao WU ; Luna LIU ; Wanhong WU ; Yang TIAN ; Guandou YUAN ; Xiude FAN ; Chao XU
Clinical and Molecular Hepatology 2024;30(1):80-97
Background/Aims:
To evaluate the causal correlation between complement components and non-viral liver diseases and their potential use as druggable targets.
Methods:
We conducted Mendelian randomization (MR) to assess the causal role of circulating complements in the risk of non-viral liver diseases. A complement-centric protein interaction network was constructed to explore biological functions and identify potential therapeutic options.
Results:
In the MR analysis, genetically predicted levels of complement C1q C chain (C1QC) were positively associated with the risk of autoimmune hepatitis (odds ratio 1.125, 95% confidence interval 1.018–1.244), while complement factor H-related protein 5 (CFHR5) was positively associated with the risk of primary sclerosing cholangitis (PSC;1.193, 1.048– 1.357). On the other hand, CFHR1 (0.621, 0.497–0.776) and CFHR2 (0.824, 0.703–0.965) were inversely associated with the risk of alcohol-related cirrhosis. There were also significant inverse associations between C8 gamma chain (C8G) and PSC (0.832, 0.707–0.979), as well as the risk of metabolic dysfunction-associated steatotic liver disease (1.167, 1.036–1.314). Additionally, C1S (0.111, 0.018–0.672), C7 (1.631, 1.190–2.236), and CFHR2 (1.279, 1.059–1.546) were significantly associated with the risk of hepatocellular carcinoma. Proteins from the complement regulatory networks and various liver diseaserelated proteins share common biological processes. Furthermore, potential therapeutic drugs for various liver diseases were identified through drug repurposing based on the complement regulatory network.
Conclusions
Our study suggests that certain complement components, including C1S, C1QC, CFHR1, CFHR2, CFHR5, C7, and C8G, might play a role in non-viral liver diseases and could be potential targets for drug development.
7.Impact of lead oxide nanoparticle exposure on the polarization of microglia cells in mouse hippocampus
Ye HAN ; Yang ZHANG ; Jiahui LI ; Liansheng ZHANG ; Jianbo WANG ; Han HAO ; Xinying LI ; Yuan YU ; Yanshu ZHANG
China Occupational Medicine 2023;50(4):378-385
Objective To investigate the effect of exposure to lead oxide nanoparticles (PbO NPs) on the polarization of microglia in mouse hippocampus. Methods i) Specific pathogen-free male C57 mice were randomly divided into control group, low-, medium- and high-dose groups, with 10 mice in each group. Mice in these three dose groups were intraperitoneally injected with PbO NPs suspension at doses of 5, 10 and 20 mg/kg per day, respectively, and mice in the control group were intraperitoneally injected with the same volume of 0.9% sodium chloride solution, five days per week for four weeks. ii) BV-2 cells were treated with PbO NPs at doses of 0.0, 2.5, 5.0 and 10.0 mg/L for 24 hours. iii) BV-2 cells were randomly divided into control group, PbO NPs group and triggering receptor expressed on myeloid cells 2 (TREM2) high expression + PbO NPs group. The cells in the control group received no treatment. The cells in PbO NPs group were exposed to 10.0 mg/L PbO NPs suspension for 24 hours. Cells in TREM2 high expression + PbO NPs group were transfected with Trem2 high expression plasmid, and then exposed to 10.0 mg/L PbO NPs suspension for 24 hours. iv) The mRNA expression of M1 markers [nitric oxide synthase (iNos), cyclooxygenase 2 (Cox2), chemokine receptor 7 (Ccr7)], M2 markers [arginin-1 (Arg-1), transforming growth factor-β (Tgf-β), chemokine receptor 2 (Ccr2)] and Trem2 of microglia was detected by real-time fluorescent quantitative polymerase chain reaction. The protein expression of iNOS, ARG-1 and TREM2 was detected by Western blotting. Results i) During the experiment, there was no significant difference in body weight of mice among these four groups (P>0.05). The relative expression of Cox2 and Ccr7 mRNA in the hippocampus of the mice increased in the low-dose group and the iNos, Cox2 and Ccr7 mRNA increased in the medium- and high-dose groups, compared with the control group (all P<0.05). The relative mRNA expression of Tgf-β in the hippocampus of the mice of low-dose group and Arg-1, Tgf-β and Ccr2 in the medium- and high-dose groups was decreased compared with the control group (all P<0.05). The mRNA relative expression of iNos, Cox2 and Ccr7 was increased (all P<0.05), while the mRNA relative expression of Arg-1, Tgf-β and Ccr2 was decreased (all P<0.05) in the hippocampus of the mice of high-dose group compared with the low-dose group. The relative expression of Trem2 mRNA and TREM2 protein in the hippocampus of mice of the medium- and high-dose groups was lower than those in the control group (all P<0.05). The relative expression of Trem2 mRNA and TREM2 protein in the hippocampus of mice of the high dose group was lower than those in the low- and the medium-dose groups (all P<0.05). With the increase of PbO NPs exposure dose, the relative expression of iNOS protein in hippocampus tissues of mice increased (P<0.01), and the relative expression of ARG-1 protein decreased (P<0.01). ii) With the increase of PbO NPs exposure dose, the relative expression of iNOS protein increased (P<0.01), and the relative expression of ARG-1 protein decreased (P<0.01) in BV-2 cells. The relative expression of iNOS protein in BV-2 cells of PbO NPs group and TREM2 high expression + PbO NPs group was increased (all P<0.05), and the relative expression of ARG-1 protein decreased (all P<0.05) compared with the control group. The relative expression of iNOS protein decreased (P<0.05), and the relative expression of ARG-1 protein increased (P<0.05) in BV-2 cells of TREM2 high expression + PbO NPs group compared with the PbO NPs group. Conclusion Exposure to PbO NPs could increase the M1 polarization and decrease the M2 polarization of microglia, with a dose-effect relationship. The M1 polarization of microglia decreased and M2 polarization increased after overexpression of Trem2 gene. The regulation of microglia polarization by TREM2 may be involved in the neurotoxic effects of PbO NPs.
8.Construction and application value of CT based radiomics model in predicting the prognosis of patients with gastric neuroendocrine neoplasm
Zhihao YANG ; Yijing HAN ; Ming CHENG ; Rui WANG ; Jing LI ; Huiping ZHAO ; Jianbo GAO
Chinese Journal of Digestive Surgery 2023;22(4):552-565
Objective:To construct of a computed tomography (CT) based radiomics model for predicting the prognosis of patients with gastric neuroendocrine neoplasm (GNEN) and inves-tigate its application value.Methods:The retrospective cohort study was conducted. The clinico-pathological data of 182 patients with GNEN who were admitted to 2 medical centers, including the First Affiliated Hospital of Zhengzhou University of 124 cases and the Affiliated Cancer Hospital of Zhengzhou University of 58 cases, from August 2011 to December 2020 were collected. There were 130 males and 52 females, aged 64(range, 56-70)years. Based on random number table, all 182 patients were divided into the training dataset of 128 cases and the validation dataset of 54 cases with a ratio of 7:3. All patients underwent enhanced CT examination. Observation indicators: (1) construction and validation of the radiomics prediction model; (2) analysis of prognostic factors for patients with GNEN in the training dataset; (3) construction and evaluation of the prediction model for prognosis of patients with GNEN. Measurement data with skewed distribution were represented as M(range), and comparison between groups was conducted using the Mann-Whitney U test. Count data were described as absolute numbers, and the chi-square test, corrected chi-square test or Fisher exact probability were used for comparison between groups. The Kaplan-Meier method was used to calculate survival rate and draw survival curve, and the Log-rank test was used for survival analysis. The COX regression model was used for univariate and multivariate analyses. The R software (version 4.0.3) glmnet software package was used for least absolute shrinkage and selection operator (LASSO)-COX regression analysis. The rms software (version 4.0.3) was used to generate nomogram and calibration curve. The Hmisc software (version 4.0.3) was used to calculate C-index values. The dca.R software (version 4.0.3) was used for decision curve analysis. Results:(1) Construction and valida-tion of the radiomics prediction model. One thousand seven hundred and eighty-one radiomics features were finally extracted from the 182 patients. Based on the feature selection using intra-group correlation coefficient >0.75, and the reduce dimensionality using LASSO-COX regression analysis, 14 non zero coefficient radiomics features were finally selected from the 1 781 radiomics features. The radiomics prediction model was constructed based on the radiomics score (R-score) of these non zero coefficient radiomics features. According to the best cutoff value of the R-score as -0.494, 128 patients in the training dataset were divided into 64 cases with high risk and 64 cases with low risk, 54 patients in the validation dataset were divided into 35 cases with high risk and 19 cases with low risk. The area under curve (AUC) of radiomics prediction model in predicting 18-, 24-, 30-month overall survival rate of patients in the training dataset was 0.83[95% confidence interval ( CI ) as 0.76-0.87, P<0.05], 0.84(95% CI as 0.73-0.91, P<0.05), 0.91(95% CI as 0.78-0.95, P<0.05), respectively. The AUC of radiomics prediction model in predicting 18-, 24-, 30-month overall survival rate of patients in the validation dataset was 0.84(95% CI as 0.75-0.92, P<0.05), 0.84 (95% CI as 0.73-0.91, P<0.05), 0.86(95% CI as 0.82-0.94, P<0.05), respectively. (2) Analysis of prognostic factors for patients with GNEN in the training dataset. Results of multivariate analysis showed gender, age, treatment method, tumor boundary, tumor T staging, tumor N staging, tumor M staging, Ki-67 index, CD56 expression were independent factors influencing prognosis of patients with GNEN in the training dataset ( P<0.05). (3) Construction and evaluation of the prediction model for prognosis of patients with GNEN. The clinical prediction model was constructed based on the independent factors influen-cing prognosis of patients with GNEN including gender, age, treatment method, tumor boundary, tumor T staging, tumor N staging, tumor M staging, Ki-67 index, CD56 expression. The C-index value of clinical prediction model in the training dataset and the validation dataset was 0.86 (95% CI as 0.82-0.90) and 0.80(95% CI as 0.72-0.87), respectively. The C-index value of radiomics prediction model in the training dataset and the validation dataset was 0.80 (95% CI as 0.74-0.86, P<0.05) and 0.75(95% CI as 0.66-0.84, P<0.05), respectively. The C-index value of clinical-radiomics combined prediction model in the training dataset and the validation dataset was 0.88(95% CI as 0.85-0.92) and 0.83 (95% CI as 0.77-0.89), respectively. Results of calibration curve show that clinical prediction model, radiomics prediction model and clinical-radiomics combined prediction model had good predictive ability. Results of decision curve show that the clinical-radiomics combined prediction model is superior to the clinical prediction model, radiomics prediction model in evaluating the prognosis of patients with GNEN. Conclusions:The predection model for predicting the prognosis of patients with GNEN is constructed based on 14 radiomics features after selecting. The prediction model can predict the prognosis of patients with GNEN well, and the clinical-radiomics combined prediction model has a better prediction efficiency.
9.Clinical efficacy and safety of camrelizumab combined with apatinib and chemotherapy as second-line or later therapy in the treatment of HER-2 negative advanced gastric cancer
Lin TANG ; Mingyue XIANG ; Jianbo ZHANG ; Lili WANG ; Heyi GONG ; Dali HAN
Journal of International Oncology 2022;49(5):276-281
Objective:To explore the clinical efficacy and safety of the camrelizumab combined with apatinib and chemotherapy as second-line or later therapy in human epidermal growth factor receptor-2 (HER-2) negative advanced gastric cancer.Methods:A total of 66 patients with HER-2 negative advanced gastric cancer and first-line treatment failure in Shandong Cancer Hospital Affiliated to Shandong First Medical University from March 2018 to September 2021 were selected. They were divided into study group ( n=22) and control group ( n=44) according to the different treatment regimens. The patients in the study group were treated with camrelizumab combined with apatinib and chemotherapy, and the patients in the control group were treated with chemotherapy alone. The short-term efficacy, progression-free survival (PFS) , overall survival (OS) and the occurrence of adverse reactions were compared, and Cox regression analysis was used to analyze the influencing factors of prognosis. Results:After at least 2-4 cycles of treatment, the ORR in the study group and the control group were 9.1% (2/22) and 0 (0/44) respectively, with no statistically significant difference ( P=0.108) . DCR in the two groups were 77.3% (17/22) and 45.5% (20/44) respectively, with a statistically significant difference ( χ2=6.03, P=0.014) . The study group didn’t reach median OS and the median OS in the control group was 11.7 months, with no statistically significant difference ( χ2=1.59, P=0.207) . The study group didn’t reach median PFS and the median PFS in the control group was 3.2 months, with a statistically significant difference ( χ2=10.13, P=0.001) . Multivariate Cox regression analysis showed that treatment method was an independent influencing factor for PFS in patients with HER-2 negative advanced gastric cancer ( HR=0.33, 95% CI: 0.15-0.75, P=0.008) . In terms of adverse reactions, there was a statistically significant difference in the incidence of elevated alanine aminotransferase between the study group and the control group [31.8% (7/22) vs. 6.8% (3/44) , χ2=5.32, P=0.021]. There were no adverse-related deaths in both groups. Conclusion:Compared with chemotherapy alone, camrelizumab combined with apatinib and chemotherapy as a second-line or later therapy in HER-2 negative advanced gastric cancer can prolong PFS and improve DCR, but the incidence of elevated alanine aminotransferase increases significantly.
10.Multiphasic enhanced CT-based radiomics signature for preoperatively predicting the invasive behavior of pancreatic solid pseudopapillary neoplasm
Wenpeng HUANG ; Siyun LIU ; Liming LI ; Yijing HAN ; Pan LIANG ; Peijie LYU ; Jianbo GAO
Chinese Journal of Radiology 2022;56(1):55-61
Objective:To explore the value of multiphasic CT-based radiomics signature in predicting the invasive behavior of pancreatic solid pseudopapillary neoplasm (pSPN).Methods:The multiphasic CT images of patients with pSPN confirmed by postoperative pathology in the First Affiliated Hospital of Zhengzhou University from January 2012 to January 2021 were analyzed retrospectively. There were 23 cases of invasiveness and 59 cases of non-invasiveness. The region of interest(ROI) was artificially delineated layer by layer in the plain scan, arterial-phase and venous-phase images, respectively. The 1 316 image features were extracted from each ROI. The data set was divided into training and validation sets with a ratio of 7∶3 by stratified random sampling, and synthetic minority oversampling technique (SMOTE) algorithm was used for oversampling in the training set to generate invasive and non-invasive balanced data for building the training model. The constructed model was validated in the validation set. The receiver operating characteristic(ROC) analysis was used to evaluate model performance and the Delong′s test was applied to compare the area under the ROC curve (AUC) of different predict models. The improvement for classification efficiency of each independent model or their combinations were also assessed by net reclassification improvement (NRI) and integrated discrimination improvement (IDI) indices.Results:After feature extraction, 2, 6 and 3 features were retained to construct plain-scanned model, arterial-phase and venous-phase models, respectively. Seven independent-phase and combined-phase models were established. Except the plain-scanned model, the AUC values of other models were greater than 0.800. The arterial-phase model had the best efficiency for classification among all independent-phase models. The AUC values of arterial-phase model in the SMOTE training and validation sets were 0.913 and 0.873, respectively. By combining the radiomics signature of the arterial-phase and venous-phase models, the AUC values of training and validation sets increased to 0.934 and 0.913 respectively. There were no significant differences of the AUC values between the scan-arterial venous-phase model and arterial venous-phase model in both training and validation sets (both P>0.05). The NRI and IDI indexes showed that the combined form of plain-scan model and arterial-venous-phase model could not significantly improve the classification efficiency in the validation set (both NRI and IDI<0). Conclusions:The arterial-phase CT-based radiomics model has a good predictive performance in the invasive behavior of pSPN, and the combination with a venous-phase radiomics model can further improve the model performance.

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