1.IVIM-DWI-based radiomic model for preoperative prediction of hepatocellular carcinoma differentiation
Yuxiang ZHUANG ; Xiaofeng LI ; Daiquan ZHOU ; Lianqin KUANG ; Min YAN
Journal of Army Medical University 2024;46(20):2322-2329
Objective To construct a radiomic model based on intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI ) for preoperative prediction of hepatocellular carcinoma (HCC ) differentiation and validate its clinical value.Methods Clinical and imaging data of 187 HCC patients who received surgical treatment in the Third Affiliated Hospital of Chongqing Medical University from June 2018 to January 2024 were collected and retrospectively analyzed.According to the postoperative pathological results,they were divided into low-differentiation group (n=58)and non-low-differentiation group (n=129),andrandomly divided into the training group (n=149)and the validation group (n=38)with the ratio of 8∶2. Univariate analysis was used to assess the clinical indicators related to HCC differentiation,and then a clinical model was constructed. Pyramidimics software was used to extract the radiomic features of IVIM-DWI functional images,and minimum absolute contraction and selection operator logistic regression algorithm were employed to screen those highly correlated indicators with HCC differentiation.Support vector machine (SVM),logistic regression (LR)and random forest (RF)algorithms were utilized to construct different image omics models.SVM algorithm was applied to construct the combined imaging omics and clinical model. The internal verification of the model was carried out by using ten-fold cross-validation.Receiver operating characteristic (ROC)curve,area under the curve (AUC),calibration curve,and decision curve analysis (DCA)were used to evaluate the diagnostic value and clinical benefits of clinical model,radiomic model,and their combination.Results A total of 4060 radiological features were extracted,and after feature screening and dimensionality reduction,24 features were finally included to construct the model.Among all models,the predictive performance of the radiomic model and the radiomic-clinical combined model was better than that of the clinical model.In the comparison between the radiomic model constructed by SVM algorithm and the radiomics-clinical combined model,the AUC value was 0.954 (0.908~1.000)for the former model,and was 0.943 (0.905~0.982)for the latter model in the training set,and there was no significant difference between them.In the validation set,the AUC value was 0.807 (0.640~0.975 )and 0.876 (0.743~1.000),respectively,with statistical difference between the 2 models (P<0.05).Calibration curve analysis showed that the radiomic model and the radiomics-clinical combined model had good goodness of fit.DCA indicated that the net benefit was higher and the threshold probability range was larger in both the radiomic model and the radiomics-clinical combined model,and the net benefit of the combined model was larger. Conclusion Both the radiomic model and the combined radiomics-clinical model constructed on the basis of IVIM-DWI functional images can better predict the severity of HCC differentiation before surgery.
2.Interpretation of group standards for nursing care of patients with infusion of vasoactive agents
Yanyan YU ; Qingyin LI ; Xueqin GAO ; Xiaofeng KANG ; Zhuqing ZHONG ; Hongjun ZHANG ; Haiyan ZHANG ; Siqing DING ; Shumei ZHUANG ; Zhenjuan ZHAO ; Yaping LIU
Chinese Journal of Nursing 2024;59(20):2444-2446
0n December 31,2021,the Chinese Nursing Association released the group standard"nursing care of patients with infusion of vasoactive agents(T/CNAS 22-2021)",which outlines the fundamental requirements for intravenous infusion of vasoactive drugs and standardizes the evaluation,administration,and monitoring.This article provides an interpretation of the key parts and sections of the standard to ensure nursing safety during the administration of vasoactive drugs,aiming to reduce complications.Additionally,it serves as a crucial reference for nurses during the administration of the medication.
3.Prognostic value of several immune and inflammatory indices after curative-intent resection for intrahepatic cholangiocarcinoma
Bingqi MA ; Huijuan MENG ; Wei ZHANG ; Xiaofeng DONG ; Meng WANG ; Jie DOU ; Yuning WU ; Shiping LI
Journal of Clinical Hepatology 2022;38(9):2061-2066
Objective To investigate the value of different immune and inflammatory indices in predicting the survival outcome of patients with intrahepatic cholangiocarcinoma (ICC) after curative-intent resection. Methods A retrospective analysis was performed for the case data of 122 patients with ICC who underwent curative-intent resection in Affiliated Hospital of Weifang Medical University and Tianjin Medical University Cancer Institute and Hospital from January 2012 to December 2017 to analyze the correlation of neutrophil-lymphocyte ratio (NLR), lymphocyte-monocyte ratio (LMR), systemic immune-inflammation index (SII), prognostic inflammation index (PII), inflammation score (IS), and systemic inflammation score (SIS) with the disease-free survival (DFS) and overall survival of ICC patients after surgery, and the value of the above indices in predicting prognosis was evaluated. The chi-square test or the Fisher's exact test was used for comparison of categorical data between groups. The Kaplan-Meier method was used to plot survival curves, and the Log-rank test was used for comparison between groups; the Cox regression model was used for univariate and multivariate analyses, and hazard ratio ( HR ) and 95% confidence interval [ CI ] were calculated. Results The univariate survival analysis showed that NLR ( HR =2.212, P =0.004), LMR ( HR =0.403, P =0.012), PII ( HR =3.013, P < 0.001), prognostic nutritional index (PNI) ( HR =0.530, P =0.019), IS ( HR =1.809, P =0.001), SII ( HR =2.107, P =0.002), and SIS ( HR =2.225, P < 0.001) were predictive factors for postoperative DFS of patients with ICC, and NLR ( HR =2.416, P =0.009), LMR ( HR =0.297, P =0.008), PII ( HR =3.288, P < 0.001), PNI ( HR =0.292, P =0.003), IS ( HR =2.048, P =0.002), SII ( HR =1.839, P =0.049), and SIS ( HR =2.335, P < 0.001) were predictive factors for postoperative OS of patients with ICC. The multivariate survival analysis showed that high levels of PII ( HR =2.146, P =0.035) and SIS ( HR =2.511, P < 0.001) were independent influencing factors for postoperative DFS of ICC patients, and high levels of PII ( HR =2.981, P =0.009), PNI ( HR =0.261, P =0.002), and SIS ( HR =2.294, P =0.010) were independent influencing factors for postoperative OS. The patients with a high level of PII tended to have advanced tumor T stage ( χ 2 =8.777, P =0.003) and M stage ( P =0.029), and the patients with high-grade SIS tended to have advanced N stage ( χ 2 =9.985, P =0.030) and M stage ( χ 2 =8.574, P =0.012). Conclusion Among the various inflammation indices, PII and SIS are recommended for preoperative stratification and prediction of the outcome of ICC patients after curative-intent resection.
4.Risk factors and prognostic value of heart-type fatty acid binding protein in patients with heart failure
Yuyi CHEN ; Pengchao TIAN ; Changhong ZOU ; Jiayu FENG ; Yan HUANG ; Qiong ZHOU ; Mei ZHAI ; Xiaofeng ZHUANG ; Yihang WU ; Boping HUANG ; Jingyuan GUAN ; Jing WANG ; Xinqing LI ; Xuemei ZHAO ; Tianyu XU ; Yuhui ZHANG ; Jian ZHANG
Chinese Journal of Laboratory Medicine 2022;45(9):968-976
Objective:To investigate the prognostic value and related factors of heart-type fatty acid binding protein (H-FABP) in patients with heart failure.Methods:A total of 877 consecutive patients who were admitted to heart failure care unit of Fuwai hospital and diagnosed as heart failure from July 2015 to July 2017 were enrolled in this study. Baseline serum H-FABP concentration was measured by fluorescence lateral flow immunoassay. According to serum H-FABP levels, patients were divided into three groups: low H-FABP group (H-FABP≤4.04 ng/ml, n=292), middle H-FABP group (H-FABP 4.04-7.02 ng/ml, n=292) and high H-FABP group (H-FABP≥7.02 ng/ml, n=293). The general clinical characteristics were collected and compared among the three groups. According to whether heart failure was caused by coronary artery disease or not, patients with heart failure were divided into ischemic heart failure and non-ischemic heart failure. Multivariate linear regression analysis was performed to explore the independent risk factors of H-FABP. The primary endpoint events were the composite of all-cause death or heart transplantation. Multivariate Cox regression analyses, receiver operating characteristic (ROC) curves, risk prediction tests with multivariate Cox regression model and Kaplan-Meier analyses were conducted to investigate the relationship between H-FABP and the prognosis of heart failure. Results:Multivariate linear regression analysis showed that age, coronary artery disease, alanine aminotransferase, uric acid and N-terminal pro-B type natriuretic peptide (NT-proBNP) were positively associated with H-FABP (β=0.012, 0.238, 0.001, 0.345 and 0.063 respectively,all P<0.05), while female, hemoglobin, albumin, sodium, and estimated glomerular filtration rate (eGFR) were negatively associated with H-FABP (β=-0.184, -0.006, -0.016, -0.034 and -0.006 respectively, all P<0.05). One hundred and nineteen patients (13.6%) lost to follow-up, and 246 patients (32.5%) suffered from all-cause death or heart transplantation during the median follow-up duration of 931 (412-1 185) days. Multivariate Cox regression analysis showed that baseline H-FABP (log 2H-FABP) level was the independent predictor of all-cause death or heart transplantation in patients with heart failure ( HR=1.39, P<0.001). ROC curves showed that baseline H-FABP was a predictor of all-cause death or heart transplantation in patients with heart failure within 3 months, 1 year and 2 years (areas under the curves were 0.69, 0.69 and 0.71 respectively), and the best cut-off values were 5.85 ng/ml, 6.54 ng/ml and 6.54 ng/ml respectively. Risk prediction test with multivariate Cox regression model showed that baseline H-FABP could provide additional prognostic value in predicting all-cause death or heart transplantation for patients with heart failure on top of basic model and baseline NT-proBNP ( P<0.001). Taking 6.54 ng/ml and trisected levels of H-FABP as cut-off values respectively, Kaplan-Meier analyses showed that the survival rates were significantly different among the two or three groups ( P<0.001). Subgroup analyses showed that baseline H-FABP (log 2H-FABP) level was an independent predictor of all-cause death or heart transplantation in patients with ischemic heart failure ( HR=1.74, P<0.001), as well as in patients with non-ischemic heart failure ( HR=1.28, P=0.027). Conclusions:Age, sex, coronary artery disease, hemoglobin, albumin, alanine aminotransferase, sodium, eGFR, uric acid and NT-proBNP are associated with H-FABP level. Baseline H-FABP level is an independent predictor of all-cause death or heart transplantation in patients with heart failure. On top of basic model and baseline NT-proBNP, baseline H-FABP could provide additional prognostic value in predicting adverse events for patients with heart failure.
5.Optimization of the extraction technology of the leaves of Dimocarpus longan by Box-Behnken response surface methodology combined with multi-index comprehensive score
Guangqiang HUANG ; Piaoxue ZHENG ; Jie LIANG ; Kuikui CHEN ; Yupin CAO ; Jue HU ; Shijia AN ; Jingchun LIANG ; Xingchen LIU ; Xiaofeng ZHU
China Pharmacy 2022;33(14):1688-1693
OBJECTI VE To optimize the extraction technology of the leaves of Dimocarpus longan according to flavonoids and phenolic acids. METHODS The contents of gallic acid ,protocatechuic acid ,ethyl gallate ,quercetin,luteolin and kaempferol in the leaves of D. longan were determined by HPLC. Based on single factor test ,with the ethanol volume fraction ,solid-liquid ratio and extraction time as factors ,using comprehensive scores of the contents of above six components as indexes ,the extraction technology of the leaves of D. longan was optimized by Box-Behnken response surface methodology. RESULTS The optimal extraction technology included ethanol volume fraction of 100%,solid-liquid ratio of l ∶ 7(g/mL),extraction time of 90 min, extraction temperature of 80 ℃. After 3 times of validation tests ,the average comprehensive score was 97.54(RSD=0.33%,n= 3),relative error of which with predicted score (99.05)was 1.55%. CONCLUSIONS Box-Behnken response surface methodology combined with multi-index comprehensive score can be used for the extraction technology of the leaves of D. longan ,and the optimized extraction technology is stable and feasible.
6.Whole-process ultrasound-guided percutaneous portal vein puncture islet transplantation for diabetes: a report of 16 cases
Jinliang DUAN ; Bowen ZHUANG ; Fang BAI ; Xiangchao LING ; Jinlong GONG ; Daopeng YANG ; Xiaofeng ZHU ; Xiaoshun HE ; Xiaoyan XIE ; Yanbing LI ; Changxi WANG ; Anbin HU
Chinese Journal of Organ Transplantation 2021;42(12):733-737
Objective:To explore the application value of whole-process ultrasound-guided percutaneous portal vein puncture islet transplantation.Methods:From October 2018 to May 2021, 16 diabetics underwent whole-process ultrasound-guided percutaneous portal vein puncture islet transplantation at First Affiliated Hospital of Sun Yat-sen University.The whole process was guided by ultrasound for completing percutaneous portal vein puncture catheterization, islet infusion monitoring, bleeding prevention and ablation hemostasis after bleeding.Results:Ten patients [8 males and 2 females with a mean age of(45.9±21.1)years]underwent 16 islet transplants, including one islet(5 cases), two islets(4 cases)and three islets(1 case). A single puncture was successfully performed without damage to other extrahepatic organs, persistent portal hypertension, portal vein embolism or infection.Bleeding at liver puncture site occurred in 3 cases and ultrasound radiofrequency ablation was performed for immediate hemostasis.Among them, postoperative blood glucose stabilized at 4~12 mmol/l post-operation.And 5 cases(31.3%)achieved insulin independence for>2 months and 10 cases(62.5%)lowered insulin dosage by>50% as compared with preoperative level.The level of fasting C-peptide recovered or was higher than normal in 10 cases(62.5%)and became obviously elevated in the remainders.In 11 cases(68.8%)of them, liver transaminase was briefly and mildly elevated post-operation, and no other complications were observed.Conclusions:The whole-process ultrasound-guided percutaneous portal vein islet transplantation is both safe and feseasible.It avoids the injury of transplanted kidney caused by contrast agent and radiological radiation to operator and patient.It is a method of islet transplantation worth a wider popularization.
7.Exploring new measures for scientific research management in Xinjiang in the new era: Based on statistics from National Natural Science Foundation of China, 2014-2018
Xue DOU ; Yaoqin LU ; Wei ZHUANG ; Xiaofeng MAO
Chinese Journal of Medical Science Research Management 2020;33(5):346-351
Objective:According to Xinjiang's project funded by the National Natural Science Foundation of China, this paper explores issues on discipline subject, talents, and cooperative research to provide decision-making references.Methods:Information about the funded research in Xinjiang during 2014-2018 was collected from NSF annual funding project statistical report, scientific project funding guidelines and related literature articles, retrospective statistical analysis were conducted to discuss the overall situation and trends.Results:There were 2 295 research projects were funded in Xinjiang by NSF from 2014 to 2018, with a total funding amount of 105.056 billion yuan.The number of projects funded was decreased by an average of 1.12% of the national level. The largest number of funded research came from regional support, accounted for 1 683, among which most of the projects were supported by the Ministry of Life Sciences accounted for 525 and 31.78% of the total funding. The lowest number of research funded was by the Department of Mathematics, Physics, Information Science, and Management Science, accounted for 76 and 4.6%.Conclusions:Compare to the total number of projects funded in the whole country, the proportion of projects funded in Xinjiang has declined. Xinjiang internally-funded universities and regions have developed imbalanced.Local talent has been seriously drained, and there is a lack of discipline leaders. It is recommended to strengthen project cooperation and retain talent.
8.Research progress of renin angiotensin system on hypertrophic scar
Chuchen ZHUANG ; Xiaofeng WANG ; Wanyi ZHAO ; Yanyan HU ; Dingding ZHANG ; Bin ZHENG ; Caiyun LI ; Weiqiang TAN
Chinese Journal of Plastic Surgery 2020;36(6):696-700
Hypertrophic scar is a pathological lesion during the repair of skin wound, involving fibroblast, extracellular matrix and cytokines. The prevention and treatment of hypertrophic scar has been a clinical problem, but its exact mechanism is still unclear. The renin angiotensin system (RAS) in the skin is proved to directly involve in wound healing and hypertrophic scar formation. After local RAS activating during wound repair, the expression of angiotensinogen Ⅱ (Ang Ⅱ) and angiotensin converting enzyme (ACE) have increased. They can lead to pathological scarring by stimulating the proliferation of fibroblasts in the skin, affecting collagen metabolism, promoting skin fibrosis and angiogenesis. This review will focus on the role of Ang Ⅱ and ACE in hypertrophic scar formation, which will help to further understand the mechanism of scar formation, and summarize the potential application of RAS antagonists in hypertrophic scar prevention and treatment, so as to provide a new direction for the prevention and treatment of hypertrophic scar.
9.Research progress of renin angiotensin system on hypertrophic scar
Chuchen ZHUANG ; Xiaofeng WANG ; Wanyi ZHAO ; Yanyan HU ; Dingding ZHANG ; Bin ZHENG ; Caiyun LI ; Weiqiang TAN
Chinese Journal of Plastic Surgery 2020;36(6):696-700
Hypertrophic scar is a pathological lesion during the repair of skin wound, involving fibroblast, extracellular matrix and cytokines. The prevention and treatment of hypertrophic scar has been a clinical problem, but its exact mechanism is still unclear. The renin angiotensin system (RAS) in the skin is proved to directly involve in wound healing and hypertrophic scar formation. After local RAS activating during wound repair, the expression of angiotensinogen Ⅱ (Ang Ⅱ) and angiotensin converting enzyme (ACE) have increased. They can lead to pathological scarring by stimulating the proliferation of fibroblasts in the skin, affecting collagen metabolism, promoting skin fibrosis and angiogenesis. This review will focus on the role of Ang Ⅱ and ACE in hypertrophic scar formation, which will help to further understand the mechanism of scar formation, and summarize the potential application of RAS antagonists in hypertrophic scar prevention and treatment, so as to provide a new direction for the prevention and treatment of hypertrophic scar.
10. Clinical characteristics of 57 patients with polyarteritis nodosa and renal involvement
Yanqun WU ; Xiaocong HUO ; Jiaxin ZHOU ; Jing LI ; Dong XU ; Xinping TIAN ; Fengchun ZHANG ; Xiaofeng ZENG
Chinese Journal of Internal Medicine 2019;58(10):758-762
Objective:
To investigate the clinical characteristics of polyarteritis nodosa (PAN) patients with renal involvement.
Methods:
PAN patients admitted to the department of rheumatology, department of pediatrics, department of nephrology, general internal medicine department and department of vascular surgery at Peking Union Medical College Hospital from June 2012 to August 2018 were enrolled in this study and were divided into two groups according to renal involvement or not. The clinical characteristics were analyzed.
Results:
A total of 94 PAN patients were finally enrolled and 57 (60.64%) presented kidney manifestation. The mean age of onset was (37.76±17.40) years old and the interval from onset to diagnosis was 10 (0 to 240) months. Forty patients were misdiagnosed once or more times. In patients with renal involvement, 9 cases suffered from renal ischemia or infarction, 31 with microscopic haematuria, 26 with proteinuria, renal artery or its branch involved in 17 cases, renal vein thrombosis in 1 case, 4 cases with pyeloureterectasis, one case with renal fascia thickening, 33 cases with impaired renal function (serum creatinine>84 μmol/L) including creatinine>140 μmol/L in 10 patients. Renal artery branch stenosis was the most common presentation [9 cases (52.94%)] of renal vascular involvement, other abnormalities including nodular dilatation [4 cases (23.53%)], occlusion [3 cases (17.65%)]. There were significant differences (

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