1.Artificial intelligence predicts direct-acting antivirals failure among hepatitis C virus patients: A nationwide hepatitis C virus registry program
Ming-Ying LU ; Chung-Feng HUANG ; Chao-Hung HUNG ; Chi‐Ming TAI ; Lein-Ray MO ; Hsing-Tao KUO ; Kuo-Chih TSENG ; Ching-Chu LO ; Ming-Jong BAIR ; Szu-Jen WANG ; Jee-Fu HUANG ; Ming-Lun YEH ; Chun-Ting CHEN ; Ming-Chang TSAI ; Chien-Wei HUANG ; Pei-Lun LEE ; Tzeng-Hue YANG ; Yi-Hsiang HUANG ; Lee-Won CHONG ; Chien-Lin CHEN ; Chi-Chieh YANG ; Sheng‐Shun YANG ; Pin-Nan CHENG ; Tsai-Yuan HSIEH ; Jui-Ting HU ; Wen-Chih WU ; Chien-Yu CHENG ; Guei-Ying CHEN ; Guo-Xiong ZHOU ; Wei-Lun TSAI ; Chien-Neng KAO ; Chih-Lang LIN ; Chia-Chi WANG ; Ta-Ya LIN ; Chih‐Lin LIN ; Wei-Wen SU ; Tzong-Hsi LEE ; Te-Sheng CHANG ; Chun-Jen LIU ; Chia-Yen DAI ; Jia-Horng KAO ; Han-Chieh LIN ; Wan-Long CHUANG ; Cheng-Yuan PENG ; Chun-Wei- TSAI ; Chi-Yi CHEN ; Ming-Lung YU ;
Clinical and Molecular Hepatology 2024;30(1):64-79
Background/Aims:
Despite the high efficacy of direct-acting antivirals (DAAs), approximately 1–3% of hepatitis C virus (HCV) patients fail to achieve a sustained virological response. We conducted a nationwide study to investigate risk factors associated with DAA treatment failure. Machine-learning algorithms have been applied to discriminate subjects who may fail to respond to DAA therapy.
Methods:
We analyzed the Taiwan HCV Registry Program database to explore predictors of DAA failure in HCV patients. Fifty-five host and virological features were assessed using multivariate logistic regression, decision tree, random forest, eXtreme Gradient Boosting (XGBoost), and artificial neural network. The primary outcome was undetectable HCV RNA at 12 weeks after the end of treatment.
Results:
The training (n=23,955) and validation (n=10,346) datasets had similar baseline demographics, with an overall DAA failure rate of 1.6% (n=538). Multivariate logistic regression analysis revealed that liver cirrhosis, hepatocellular carcinoma, poor DAA adherence, and higher hemoglobin A1c were significantly associated with virological failure. XGBoost outperformed the other algorithms and logistic regression models, with an area under the receiver operating characteristic curve of 1.000 in the training dataset and 0.803 in the validation dataset. The top five predictors of treatment failure were HCV RNA, body mass index, α-fetoprotein, platelets, and FIB-4 index. The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of the XGBoost model (cutoff value=0.5) were 99.5%, 69.7%, 99.9%, 97.4%, and 99.5%, respectively, for the entire dataset.
Conclusions
Machine learning algorithms effectively provide risk stratification for DAA failure and additional information on the factors associated with DAA failure.
2.Prostate health index for the diagnosis of prostate cancer in Asians in Macau with a PSA level of 4-10 μg/L.
Kei-Neng CHANG ; Feng HU ; Wei ZHENG ; Weng-Wai KWAN ; I P IAM-TING ; Satish SHRESTHA ; Tai-Ip CHAN
National Journal of Andrology 2021;27(9):803-808
Objective:
To evaluate the prostate health index (PHI) as a tool for the diagnosis of PCa with a PSA level of 4-10 μg/L and determine the best cut-off value of PHI.
METHODS:
Fifty-eight patients with a PSA level of 4-10 μg/L underwent transrectal ultrasound-guided prostatic biopsy in our hospital between April 2017 and June 2019. We constructed receiver operating characteristic (ROC) curves for the relationship of the biopsy results with the level of PSA, the ratio of [-2] proPSA to fPSA and PHI, and calculated the area under the ROC curves (AUC).
RESULTS:
Prostatic biopsy revealed 18 cases of PCa in the 58 patients (31.0%). Statistically significant differences were observed between the PCa and non-PCa groups in [-2] proPSA, %[-2] proPSA and PHI, but not in tPSA, % fPSA and PSA-density. The AUCs of PSA, % fPSA, PSA-density, [-2] proPSA, %[-2] proPSA and PHI were 0.556, 0.407, 0.533, 0.746, 0.751 and 0.774, respectively. The specificity of PHI was 27.50% (95% CI: 14.6%-43.9%), the highest among the above predictors at 90% sensitivity. By applying PHI to this cohort, 13 cases (22.4%) of unnecessary biopsy could be avoided.
CONCLUSIONS
The application of PHI can increase the accuracy of PCa prediction and reduce unnecessary prostatic biopsy.、.
Asians
;
Humans
;
Macau
;
Male
;
Prostate
;
Prostate-Specific Antigen
;
Prostatic Neoplasms/diagnosis*
3.Expression Patterns of Inducible Cre Recombinase Driven by Differential Astrocyte-Specific Promoters in Transgenic Mouse Lines.
Neng-Yuan HU ; Ya-Ting CHEN ; Qian WANG ; Wei JIE ; Yi-Si LIU ; Qiang-Long YOU ; Ze-Lin LI ; Xiao-Wen LI ; Sophie REIBEL ; Frank W PFRIEGER ; Jian-Ming YANG ; Tian-Ming GAO
Neuroscience Bulletin 2020;36(5):530-544
Astrocytes are the most abundant cell type in the central nervous system (CNS). They provide trophic support for neurons, modulate synaptic transmission and plasticity, and contribute to neuronal dysfunction. Many transgenic mouse lines have been generated to obtain astrocyte-specific expression of inducible Cre recombinase for functional studies; however, the expression patterns of inducible Cre recombinase in these lines have not been systematically characterized. We generated a new astrocyte-specific Aldh1l1-CreER knock-in mouse line and compared the expression pattern of Cre recombinase between this and five widely-used transgenic lines (hGfap-CreER from The Jackson Laboratory and The Mutant Mouse Resource and Research Center, Glast-CreER, Cx30-CreER, and Fgfr3-iCreER) by crossing with Ai14 mice, which express tdTomato fluorescence following Cre-mediated recombination. In adult Aldh1l1-CreER:Ai14 transgenic mice, tdTomato was detected throughout the CNS, and five novel morphologically-defined types of astrocyte were described. Among the six evaluated lines, the specificity of Cre-mediated recombination was highest when driven by Aldh1l1 and lowest when driven by hGfap; in the latter mice, co-staining between tdTomato and NeuN was observed in the hippocampus and cortex. Notably, evident leakage was noted in Fgfr3-iCreER mice, and the expression level of tdTomato was low in the thalamus when Cre recombinase expression was driven by Glast and in the capsular part of the central amygdaloid nucleus when driven by Cx30. Furthermore, tdTomato was clearly expressed in peripheral organs in four of the lines. Our results emphasize that the astrocyte-specific CreER transgenic lines used in functional studies should be carefully selected.
4. North China bariatric & metabolic surgery clinical database registry report(2018)
Yang LIU ; Meng-yi LI ; Song-hai ZHANG ; San-yuan HU ; Ri-xing BAI ; Neng-wei ZHANG ; Zhong-tao ZHANG
Chinese Journal of Practical Surgery 2019;39(02):149-154
OBJECTIVE: To report an overview of bariatric & metabolic surgery performed in 2018 in North China. METHODS: Based on prospective and observational North China Bariatric & Metabolic Surgery Clinical Database(NC-BMD), the study of evaluating the number and the type of bariatric &metabolic surgery procedures was performed in North China. Demographic characteristic, obesityrelated diseases and operational information were also analyzed. RESULTS: In 2018, 17 centers from 7 regions in North China contributed a total of 728 registration data. Valid data were analyzed from 16 centers. The patients' median (minimum, maximum) BMI pre-surgery was 38.4(24.7,95.2). The overall proportion of female patients was 74.7%, and mean±SD age was(32.5±8.29) years, while male patients was 25.3%, and mean±SD age was (32.7±9.90) years. According the data 93.9% laparoscopic sleeve gastrectomy(LSG), 4.4% laparoscopic Roux-en-Y gastric bypass (LRYGB) and 1.7% other operation types. 29.2% of patients had a history of type 2 diabetes, 69.4% had sleep apnea, and 22.6% had polycystic ovary syndrome before operation. CONCLUSION: The establishment of NC-BMD has laid a solid foundation for data registration in North China. Based on current data, LSG is the mainstream of bariatric and metabolic surgery in North China this year.
5.Ejaculatory duct dilation combined with seminal vesicle clysis for refractory hematospermia: A report of 32 cases.
Jun LÜ ; Jie-Neng CHEN ; Hai-Dong WEN ; Wen SHEN ; Jun LIU ; Yuan-Song XIAO ; Xiao-Ming ZHANG ; Hai-Bo NIE ; Wei-Lie HU
National Journal of Andrology 2016;22(6):511-515
ObjectiveTo evaluate the effect of ejaculatory duct dilation combined with seminal vesicle clysis in the treatment of refractory hematospermia.
METHODSUsing ureteroscopy, we treated 32 patients with refractory hematospermia by transurethral dilation of the ejaculatory duct combined with clysis of the seminal vesicle with diluent gentamicin.
RESULTSThe operation was successfully accomplished in 31 cases, with the mean operation time of 32 (26-47) minutes. The patients were followed up for 6-39 (mean 23.6) months. No complications, such as urinary incontinence and retrograde ejaculation, were found after operation. Hematospermia completely disappeared in 27 cases, was relieved in 1, and recurred in 3 after 3 months postoperatively. Those with erectile dysfunction or mental anxiety symptoms showed significantly decreased scores of IIEF-Erectile Function (IIEF-EF) and Self-Rating Anxiety Scale (SAS).
CONCLUSIONSEjaculatory duct dilation combined with seminal vesicle clysis under the ureteroscope, with its the advantages of high effectiveness and safety, minimal invasiveness, few complications, and easy operation, deserves general clinical application in the treatment of refractory hematospermia.
Dilatation ; Ejaculatory Ducts ; surgery ; Genital Diseases, Male ; Hemospermia ; surgery ; Humans ; Male ; Postoperative Period ; Recurrence ; Seminal Vesicles ; surgery ; Ureteroscopy
6.Evaluation of transhiatus esophagectomy for patients with esophageal cancer.
Zhen LIANG ; Wei-dong HU ; Zhen-dong GU ; Hong-chao XIONG ; Ke-neng CHEN
Chinese Journal of Gastrointestinal Surgery 2008;11(5):451-453
OBJECTIVETo evaluate the transhiatus esophagectomy for patients with esophageal cancer.
METHODSClinicopathological data of 46 patients with esophageal cancer undergone transhiatus esophagectomy by single surgeon team from May 2000 to July 2007 were analyzed retrospectively.
RESULTSThese 46 patients included 44 esophageal squamous cell carcinomas,1 esophageal adenocarcinoma and 1 esophageal carcinoid. The lesions of 11 patients located at neck segment, 21 at upper segment, 5 at middle segment, and 9 at lower segment. All the patients were classified according to UICC TNM stage classification: 3 cases as stage 0, 6 cases as stage I, 17 cases as stage II a, 2 cases as stage II b, 16 cases as stage III. Six patients received preoperative chemotherapy and pathological complete response was seen in 2 cases. Reconstruction with stomach was performed in 42 cases and with colon interposition in 4 cases.All the tumors were resected, and there was no perioperative death. All the resected margins were pathologically clear. Postoperative complications occurred in 12 cases and were successfully treated, including 2 cases of hoarseness, 3 cases of cardiac arrhythmia,1 case of bilateral pleural effusion, and 6 cases of small anastomotic leakage at neck.
CONCLUSIONTranshiatus esophagectomy is an ideal choice in surgical treatment for patients with esophageal cancer, especially for the ones of aged, poor cardiac or pulmonary function, who can not afford the thoracotomy.
Adult ; Aged ; Aged, 80 and over ; Carcinoma, Squamous Cell ; surgery ; Esophageal Neoplasms ; surgery ; Esophagectomy ; methods ; Esophagus ; surgery ; Female ; Humans ; Male ; Middle Aged ; Retrospective Studies
7.Clinical evaluation of efficacy and safety of nateglinide in the treatment of type 2 diabetes.
Yu-Xiu LI ; Guo-Xian DING ; Qi-Fu LI ; Li CHEN ; Guo-Liang HU ; Qiu-He JI ; Shou-Jun WANG ; Yan GUO ; Rong LUO ; Wei-Kai HOU ; Pu-Neng WANG ; Nan-Yan ZHANG ; Ya-Ping ZHANG ; Heng WANG
Acta Academiae Medicinae Sinicae 2008;30(2):211-213
OBJECTIVETo evaluate the efficacy and safety of nateglinide, a new antidiabetic agent, in the treatment of type 2 diabetes.
METHODSA total of 219 treatment-naïve patients with type 2 diabetes from 6 centers were enrolled in this study and blindly divided into nateglinide group (n = 105) and repaglinide group (n = 114). In all patients, the disease was confirmed for at least three months. The whole observation lasted for 12 weeks. The efficacy indicators measured include glycohemoglobin A1c (HbA1c), fasting blood glucose, and 2 hours postprandial blood glucose, and the safety parameters measured included renal and hepatic function, serum lipids, and blood and urea profiles.
RESULTSSimilar decreases in fasting blood glucose, 2 hours postprandial blood glucose, and HbA1 c were found in both nateglinide group and repaglinide group without significant differences. No severe adverse events were noted. The hypoglycemia event reports were not significantly different between these two groups.
CONCLUSIONNateglinide is an effective and safe drug in treating type 2 diabetes.
Blood Glucose ; drug effects ; Cyclohexanes ; administration & dosage ; adverse effects ; therapeutic use ; Diabetes Mellitus, Type 2 ; drug therapy ; Drug Administration Schedule ; Female ; Humans ; Hypoglycemic Agents ; administration & dosage ; adverse effects ; therapeutic use ; Male ; Middle Aged ; Phenylalanine ; administration & dosage ; adverse effects ; analogs & derivatives ; therapeutic use ; Treatment Outcome
8.Protective effect of hirudo extract liquid against toxic injury of astrocytes induced by thrombin in vitro
Wen-Bin WU ; Chang-Lin HU ; Neng-Wei YU ; Ling-Lin DONG ; Hong-Bin SUN ; Yong-Jie LUO ; You-Song YANG
Chinese Journal of Neuromedicine 2008;7(4):357-360
Objective To study the cell toxicity of thrombin in astrocytes in vitro and the protective effect of hirudo extract liquid (HEL) on the injured astrocytes. Methods Astrocytes were isolated from Wistar rats' cerebral cortex and cultured in vitro, and observed under a phase contrast microscope for growth status. Cell activity was measured with MTT assay. The survival of astrocytes was investigated after exposed to a selected concentration of thrombin ranging from 0.1 to 100 U/mL or to HEL ranging from 0.25 to 4 mg/μL by observing cell morphology under an inverted phase-contrast microscope and measuring the lactate dehydrogenase (LDH) activity (a marker of cell death) in cell supernatant. Expressions of HSP70 and TGFβ-1 protein in astrocytes were investigated by immunohistochemistry. Results (1) Thrombin (1-100 U/mL) had toxicity on astrocytes in vitro in a dose-dependent manner (F=118.65, P=0.000). (2) HEL (0.25-4 mg/μL) could significantly reduce the cell toxicity of 10 U/mL thrombin in astrocytes (F=156.08, P=0.000). With the increasing concentration of HEL, the protection of HEL was accordingly enhanced, and it even increased the expressions of HSP70and TGFβ-1. Conclusions HEL could accelerate the proliferation of astrocytes, enhance the expressions of HSP70 and TGFβ-1 protein, so as to significantly depress the cell toxicity of thrombin to astrocytes.
9.Expression of Matrix Metallproteinase-2 and Matrix Metallproteinase-9 on Aortic Valve in Children with Rheumatic Heart Disease
yan-ping, LI ; xiu-fen, HU ; hong-wei, WANG ; ping, HUANG ; pei-xuan, CHENG ; neng-bao, LIU ; shao-hua, ZHU ; xiao-heng, LI
Journal of Applied Clinical Pediatrics 2006;0(21):-
Objective To detect the expression of matrix metallproteinases(MMPs) in aortic valve of children who suffered from rheumatic heart disease(RHD) and to explore the pathological role of MMPs in children′s rheumatic aortic valve disease.Methods RHD group composed of 18 aortic valves from children suffered from RHD.Controls were 8 children who were died accidentally without cardiovascular system diseases.Hematoxylin and eosin stain observing the histological characteristic of the 2 groups.Immunohistochemistry was used to detect expression of MMP2 and MMP9 on aortic valves in 2 groups.Results Hematoxylin and eosin stain showed:in RHD the valves′ structure were destroyed along with fibrous tissue proliferation,mucinous degeneration,collagen and fiber hyalinization,blood vessel and blood capillary proliferation,lymphocyte,plasmocyte,monocyte infiltration.Immunohistochemistry showed that MMP2 and MMP9 expression were significantly higher than those in the aortic of RHD(68.85?13.08,64.35?9.59) compared with control group(107.31?23.39,116.28?6.99)(t=3.92,10.18 all P
10.Inhibition of 1,3,8-trihydroxy-5-methoxyxanthone on cytochrome P450s.
Wei CAO ; Ya-jie CAO ; Zhe-yi HU ; Qi YU ; Li-qing WANG ; Gui-shan TAN ; Ze-neng CHENG
Journal of Central South University(Medical Sciences) 2006;31(6):858-861
OBJECTIVE:
To explore the inhibitive effects of 1,3,8-trihydroxy-5-methoxyxanthone (TMX) on cytochrome P450s (CYP450s) in human liver microsomes.
METHODS:
Probe drugs were incubated with and without adding TMX to determine the changes of enzyme activities. The concentration ratio of metabolites to probe drugs was used to present enzyme activities. Concentrations of the probe drugs and their metabolites in the incubated mixture were detected by high performance liquid chromatography.
RESULTS:
The variations (mean, 95%CI) of the activities of CYP1A2, CYP2C9, CYP2C19, CYP2E1 and CYP3A4 were 2.95 x 10(-3) (2.03 x 10(-3), 3.88 x 10(-3)), 3.14 x 10(-2) (1.87 x 10(-2), 4.42 x 10(-2)), 2.27 x 10(-3) (-1.4 x 10(-2),1.81 x 10(-2)), 7.72 x 10(-2) (-0.83 x 10(-2), 0.2374), and -0.2548 (-2.9802, 2.4707), respectively. The activities of CYP1A2 and CYP2C9 were significantly reduced in the present of TMX.
CONCLUSION
TMX (10 micromol/L) has significant inhibitive effect on the activities of CYP1A2 and CYP2C9, but no significant inhibitive effect on the activities of CYP2C19, CYP2E1 and CYP3A4.
Cytochrome P-450 Enzyme System
;
metabolism
;
Humans
;
Microsomes, Liver
;
drug effects
;
enzymology
;
Xanthones
;
pharmacology

Result Analysis
Print
Save
E-mail