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.Metformin and statins reduce hepatocellular carcinoma risk in chronic hepatitis C patients with failed antiviral therapy
Pei-Chien TSAI ; Chung-Feng HUANG ; Ming-Lun YEH ; Meng-Hsuan HSIEH ; Hsing-Tao KUO ; Chao-Hung HUNG ; Kuo-Chih TSENG ; Hsueh-Chou LAI ; Cheng-Yuan PENG ; Jing-Houng WANG ; Jyh-Jou CHEN ; Pei-Lun LEE ; Rong-Nan CHIEN ; Chi-Chieh YANG ; Gin-Ho LO ; Jia-Horng KAO ; Chun-Jen LIU ; Chen-Hua LIU ; Sheng-Lei YAN ; Chun-Yen LIN ; Wei-Wen SU ; Cheng-Hsin CHU ; Chih-Jen CHEN ; Shui-Yi TUNG ; Chi‐Ming TAI ; Chih-Wen LIN ; Ching-Chu LO ; Pin-Nan CHENG ; Yen-Cheng CHIU ; Chia-Chi WANG ; Jin-Shiung CHENG ; Wei-Lun TSAI ; Han-Chieh LIN ; Yi-Hsiang HUANG ; Chi-Yi CHEN ; Jee-Fu HUANG ; Chia-Yen DAI ; Wan-Long CHUNG ; Ming-Jong BAIR ; Ming-Lung YU ;
Clinical and Molecular Hepatology 2024;30(3):468-486
Background/Aims:
Chronic hepatitis C (CHC) patients who failed antiviral therapy are at increased risk for hepatocellular carcinoma (HCC). This study assessed the potential role of metformin and statins, medications for diabetes mellitus (DM) and hyperlipidemia (HLP), in reducing HCC risk among these patients.
Methods:
We included CHC patients from the T-COACH study who failed antiviral therapy. We tracked the onset of HCC 1.5 years post-therapy by linking to Taiwan’s cancer registry data from 2003 to 2019. We accounted for death and liver transplantation as competing risks and employed Gray’s cumulative incidence and Cox subdistribution hazards models to analyze HCC development.
Results:
Out of 2,779 patients, 480 (17.3%) developed HCC post-therapy. DM patients not using metformin had a 51% increased risk of HCC compared to non-DM patients, while HLP patients on statins had a 50% reduced risk compared to those without HLP. The 5-year HCC incidence was significantly higher for metformin non-users (16.5%) versus non-DM patients (11.3%; adjusted sub-distribution hazard ratio [aSHR]=1.51; P=0.007) and metformin users (3.1%; aSHR=1.59; P=0.022). Statin use in HLP patients correlated with a lower HCC risk (3.8%) compared to non-HLP patients (12.5%; aSHR=0.50; P<0.001). Notably, the increased HCC risk associated with non-use of metformin was primarily seen in non-cirrhotic patients, whereas statins decreased HCC risk in both cirrhotic and non-cirrhotic patients.
Conclusions
Metformin and statins may have a chemopreventive effect against HCC in CHC patients who failed antiviral therapy. These results support the need for personalized preventive strategies in managing HCC risk.
3.Development and validation of a stromal-immune signature to predict prognosis in intrahepatic cholangiocarcinoma
Yu-Hang YE ; Hao-Yang XIN ; Jia-Li LI ; Ning LI ; Si-Yuan PAN ; Long CHEN ; Jing-Yue PAN ; Zhi-Qiang HU ; Peng-Cheng WANG ; Chu-Bin LUO ; Rong-Qi SUN ; Jia FAN ; Jian ZHOU ; Zheng-Jun ZHOU ; Shao-Lai ZHOU
Clinical and Molecular Hepatology 2024;30(4):914-928
Background:
Intrahepatic cholangiocarcinoma (ICC) is a highly desmoplastic tumor with poor prognosis even after curative resection. We investigated the associations between the composition of the ICC stroma and immune cell infiltration and aimed to develop a stromal-immune signature to predict prognosis in surgically treated ICC.
Patients and methods:
We recruited 359 ICC patients and performed immunohistochemistry to detect α-smooth muscle actin (α-SMA), CD3, CD4, CD8, Foxp3, CD68, and CD66b. Aniline was used to stain collagen deposition. Survival analyses were performed to detect prognostic values of these markers. Recursive partitioning for a discrete-time survival tree was applied to define a stromal-immune signature with distinct prognostic value. We delineated an integrated stromal-immune signature based on immune cell subpopulations and stromal composition to distinguish subgroups with different recurrence-free survival (RFS) and overall survival (OS) time.
Results:
We defined four major patterns of ICC stroma composition according to the distributions of α-SMA and collagen: dormant (α-SMAlow/collagenhigh), fibrogenic (α-SMAhigh/collagenhigh), inert (α-SMAlow/collagenlow), and fibrolytic (α-SMAhigh/collagenlow). The stroma types were characterized by distinct patterns of infiltration by immune cells. We divided patients into six classes. Class I, characterized by high CD8 expression and dormant stroma, displayed the longest RFS and OS, whereas Class VI, characterized by low CD8 expression and high CD66b expression, displayed the shortest RFS and OS. The integrated stromal-immune signature was consolidated in a validation cohort.
Conclusion
We developed and validated a stromal-immune signature to predict prognosis in surgically treated ICC. These findings provide new insights into the stromal-immune response to ICC.
4.Treatment outcome of laparoscopic partial nephrectomy in patients with renal tumors of moderate to high complexity.
Min QIU ; You Long ZONG ; Bin Shuai WANG ; Bin YANG ; Chu Xiao XU ; Zheng Hui SUN ; Min LU ; Lei ZHAO ; Jian LU ; Cheng LIU ; Xiao Jun TIAN ; Lu Lin MA
Journal of Peking University(Health Sciences) 2023;55(5):833-837
OBJECTIVE:
To investigate the treatment outcome of laparoscopic partial nephrectomy in the patients with renal tumors of moderate to high complexity (R.E.N.A.L. score 7-10).
METHODS:
In the study, 186 patients with a renal score of 7-10 renal tumors who underwent laparoscopic partial nephrectomy in Peking University Third Hospital from February 2016 to April 2021 were selected. Laparoscopic partial nephrectomy was performed after examination. The patients were followed-up, and their postoperative hemoglobin, creatinine, complications, and length of hospital stay recorded. The data were represented by mean±standard deviation or median (range).
RESULTS:
There were 128 males and 58 females in this group, aged (54.6±12.8) years, with body mass index of (25.4 ± 3.4) kg/m2; The tumors were located in 95 cases on the left and 91 cases on the right, with maximum diameter of (3.1±1.2) cm. The patient's preoperative hemoglobin was (142.9±15.8) g/L, and blood creatinine was 78 μmol/L (47-149 μmol/L). According to preoperative CT images, the R.E.N.A.L. score was 7 points for 43 cases, 8 points for 67 cases, 9 points for 53 cases, and 10 points for 23 cases. All the ope-rations were successfully completed, with 12 cases converted to open surgery. The operation time was 150 minutes (69-403 minutes), the warm ischemic time was 25 minutes (3-60 minutes), and the blood loss was 30 mL (5-1 500 mL). There were 9 cases of blood transfusions, with a transfusion volume of 800 mL (200-1 200 mL). Postoperative hemoglobin was (126.2±17.0) g/L. The preoperative crea-tinine was 78 μmol/L (47-149 μmol/L), the postoperative creatinine was 83.5 μmol/L (35-236 μmol/L), the hospital stay was 6 days (3-26 days), and surgical results achieved "the trifecta" in 87 cases (46.8%). In the study, 167 cases were followed up for 12 months (1-62 months), including 1 case with recurrence and metastasis, 4 cases with metastasis, and 2 cases with other tumors (1 case died).
CONCLUSION
Laparoscopic partial nephrectomy is safe and effective in the treatment of renal tumors with R.E.N.A.L. score of 7-10. Based on the complexity of the tumor, with the increase of difficulty, the warm ischemia time and operation time tend to increase gradually, while "the trifecta" rate gradually decreases. The complications of this operation are less, and the purpose of preserving renal function to the greatest extent is achieved.
Male
;
Female
;
Humans
;
Creatinine
;
Retrospective Studies
;
Kidney Neoplasms/pathology*
;
Nephrectomy/methods*
;
Treatment Outcome
;
Laparoscopy
;
Hemoglobins
5.Efficacy and safety of domestic dasatinib as second-line treatment for chronic myeloid leukemia patients in the chronic phase.
Yi Lin CHEN ; Long WANG ; Guo Lin YAN ; Zhuang Zhi YANG ; Zhi Ping HUANG ; You Shan ZHANG ; Zhe ZHAO ; Chu Cheng WAN ; Ying BAO ; Hang XIANG ; Hua YIN ; Li Feng CHEN ; Ying Yuan XIONG ; Li MENG ; Wei Ming LI
Chinese Journal of Hematology 2019;40(2):98-104
Objective: To investigate the efficiency and safety of domestic tyrosine kinase inhibitor (TKI) dasatinib (Yinishu) as second-line treatment for patients with chronic myeloid leukemia in chronic phase (CML-CP). Methods: A retrospective analysis of clinical data of CML-CP patients who received domestic dasatinib as second-line treatment in the CML collaborative group hospitals of Hubei province from March 2016 to July 2018 was performed. The optimal response rate, the cumulative complete cytogenetic response (CCyR), the cumulative major molecular responses (MMR), progression free survival (PFS), event free survival (EFS) and adverse effects (AEs) of the patients were assessed at 3, 6 and 12 months of treatment. Results: A total of 83 CML-CP patients were enrolled in this study. The median follow-up time was 23 months. The optimal response rates at 3, 6 and 12 months in 83 CML-CP patients treated with dasatinib were 77.5% (54/71), 72.6% (61/75) and 60.7% (51/69), respectively. By the end of follow-up, the cumulative CCyR and MMR rates were 65.5% (55/80) and 57.1% (48/73), respectively. The median time to achieving CCyR and MMR was 3 months. During follow-up time, the PFS rate was 94.0% (79/83) and the EFS rate was 77.4% (65/83). The most common non-hematological AEs of dasatinib were edema (32.5%), rash itching (18.1%) and fatigue (13.3%). The common hematological AEs of dasatinib were thrombocytopenia (31.3%), leukopenia (19.3%) and anemia (6.0%). Conclusion: Domestic dasatinib was effective and safe as the second-line treatment of CML-CP patients and it can be used as an option for CML-CP patients.
Antineoplastic Agents
;
Dasatinib/therapeutic use*
;
Humans
;
Imatinib Mesylate
;
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy*
;
Protein Kinase Inhibitors
;
Retrospective Studies
;
Treatment Outcome
6.Prognostic significance of early molecular response after second-line treatment with dasatinib of chronic myeloid leukemia patients.
Yi Lin CHEN ; Li MENG ; Guo Lin YUAN ; Zhuang Zhi YANG ; Zhi Ping HUANG ; You Shan ZHANG ; Zhe ZHAO ; Chu Cheng WANG ; Ying BAO ; Hang XIANG ; Hua YIN ; Li Feng CHEN ; Ying Yuan XIONG ; Long WANG ; Wei Ming LI
Chinese Journal of Hematology 2019;40(7):608-611
7.Clinical trial of Kanglaite injection combined with gemcitabine injection and tegafur-gimeracil-oteracil potassium capsule in the treatment of advanced pancreatic cancer
Xin-Feng ZHANG ; Cui-Xia QIAO ; Xu-Feng CHENG ; Qi LIU ; Qi-Long GAO ; Xu-Chu YANG ; Huai-Zhang WANG
The Chinese Journal of Clinical Pharmacology 2018;34(2):111-113
Objective To evaluate the clinical efficacy and safety of Kanglaite injection combined with emcitabine injection and tegafur-gimeracil-oteracil potassium capsule in the treatment of advanced pancreatic cancer(PC).Methods A total of 45 patients with advanced pancreatic cancer were randomly divided into treatment group (n =23) and control group (n =22).The control group was given gemcitabine (1000 mg · m2,iv gtt,at day 1 and day 8) and tegafur-gimeracil-oteracil potassium capsule (1.25 m2 ≤ body surface area < 1.5 m2,40 mg,bid;body surface area≥ 1.5 m2,50 mg,bid,day 1-day 14).The treatment group was treated with Kanglaite (20 g,qd,day 1-day 14) on the basis of control group.Both groups were treated for more than 4 cycles.The clinical benefit rate (CBR),overall survival (OS) and the adverse drug reactions (ADRs) were evaluated between the two groups.Results The CBR of treatment group and control group were 78.26% (18 cases/23 cases) and 50.00% (11 cases/22 cases) respectively,with significant difference (P < 0.05).The median OS of treatment group and control group were 6.67 months and 5.60 months,respectively,with significant difference (P < 0.05).The ADRs in the treatment group and control group were bone marrow depression,fatigue,gastrointestinal reaction,abnormal liver and kidney function and skin reaction,and there was no significant difference in the incidence of ADRs reactions between the two groups (P > 0.05).Conclusion Kanglaite combined gemcitabine and tegafur-gimeracil-oteracil potassium is effective and safe in the treatment of advanced pancreatic cancer,with a longer OS,a higher incidence of clinical benefit and less ADRs.
8.Changes in expressions of sRNA SpR19 and its potential target GroEL in Streptococcus mutans strains with different cariogenicity cultured under different pH conditions.
Tong-Nan HU ; Wei ZHENG ; Shao-Hua LI ; Jie DONG ; Xin-Ling WANG ; Cheng-Long WANG ; Ning-Sheng SHAO ; Bing-Feng CHU
Journal of Southern Medical University 2017;37(6):802-806
OBJECTIVETo investigate the changes in the expression level of sRNA SpR19 and its potential target protein GroEL in clinical isolates of Streptococcus mutans with different cariogenicity exposed to different pH conditions and explore the possibility of using these molecules as biomarkers for assessing the cariogenicity of the bacteria.
METHODSThe total RNAs were extracted from the clinical isolates of Streptococcus mutans with high (strain 17) and low cariogenicity (strain 5) for high-throughput sequencing for profiling of the differentially expressed sRNAs. The candidate sRNA, SpR19, was selected for further study on the basis of bioinformatics analysis considering the role of its potential target in the cariogenic process. The differential expression levels of SpR19 in the strains exposed to both pH5.5 and pH7 culture conditions were verified by quantitative real-time PCR. The expression of the potential target of SpR19, GroEL, was also investigated at both the protein and mRNA level using Western blotting and quantitative real-time PCR.
RESULTSBioinformatic analysis suggested multiple potential target sites of SpR19 both in GroEL mRNA and in the upstream and downstream inter-genic regions. Under different pH conditions, the highly cariogenic strain 17 expressed consistently low levels of SpR19 as compared with the strain 5 with a low cariogenicity; GroEL showed a reverse expression pattern in the 2 strains. An inverse correlation was found between the expressions of SpR19 and GroEL.
CONCLUSIONThe highly cariogenic strain 17 expressed low levels of SpR19 and high levels of GroEL in both acidic and neutral culture conditions. SpR19 may negatively regulate the cariogenicity of Streptococcus mutants by targeting at GroEL.
9.Risk factors of contrast-induced nephropathy after digital subtraction angiography in patients with acute ischemic stroke and diabetes
Yuanyuan CHENG ; Yundong ZHANG ; Junxiong YIN ; Yang FENG ; Chu XU ; Long LU ; Feifei CHENG ; Lei ZHANG ; Jiang LIU
Chinese Journal of Neurology 2017;50(12):892-898
Objective To study the alterations of renal function in patients with acute ischemic stroke and diabetes and to analyze the risk factors of contrast-induced nephropathy (CIN) after digital subtraction angiography (DSA).Methods Eight hundred and seventy-one cerebral infarction patients with diabetes who underwent DSA were selected in the Third Affiliated Hospital of Chongqing Medical University and Nanjing Brain Hospital Affiliated to Nanjing Medical University from August 2012 to August 2016.The patients were divided into diabetic group (n =178) and non-diabetic group (n =693).The alterations of renal function and the incidence rate of CIN were observed between two groups 3 days after DSA.Univariate analysis and multi-factor Logistic regression analysis were used to analyze the independent risk factors of CIN.Results The levels of estimated glomerular filtration rate (eGFR,ml · min-1 · 1.73 m-2) in diabetic group at 1,2 and 3 days after DSA(81.94 ±9.38,75.36 ±8.21,84.43 ±9.72) were lower than that in non-diabetic group (84.62 ± 10.06,79.08 ±9.84,87.62 ± 10.15,t =3.213,4.645,3.772,all P < 0.05).The levels of serum creatinine (Scr) and cystatin (CysC) in diabetic group at 1,2 and 3 days after DSA (Scr:85.63 ±9.83,92.37 ±10.07,83.43 ±9.07;CysC:1.08 ±0.12,1.35 ±0.14,0.95 ±0.10) were higher than that in non-diabetic group (Scr:81.36 ± 8.98,87.84 ± 9.85,80.31 ± 8.64,t =5.548,5.448,4.253;CysC:0.97 ±0.11,1.21 ±0.12,0.88 ±0.09;t =11.677,13.400,9.043;all P < 0.05).The incidence rate of CIN in diabetic group (25.84% (46/178)) was higher than that in nondiabetic group (7.07% (49/693),x2 =51.358,P =0.001).Multi-factor Logistic regression analysis showed allergies,plasma brain natriuretic peptide,heart failure,the original renal insufficiency,NIHSS score,contrast agent dosage,preoperative eGFR,preoperative Scr and preoperative CysC were the independent risk factors of CIN in cerebral infarction patients with diabetes.Conclusions The renal function decreased significantly and the incidence rate of CIN was high in cerebral infarction patients with diabetes after DSA.Allergies,plasma brain natriuretic peptide,heart failure,the original renal insufficiency,contrast agent dosage,preoperative eGFR,preoperative Scr and preoperative CysC were the independent risk factors of CIN in cerebral infarction patients with diabetes.
10.Preparation of tanshinone ⅡA loaded nanostructured lipid carrier and its in vitro transdermal permeation characteristics.
Juan ZHENG ; Cheng-Ying SHEN ; Jian-Yun PANG ; Fang-Chu XU ; Wei-Bo LIAO ; Chun-Xiao HU ; Ping-Hua XU ; Jin HAN ; Hai-Long YUAN
China Journal of Chinese Materia Medica 2016;41(17):3232-3238
To prepare tanshinone ⅡA loaded nanostructured lipid carrier (Tan ⅡA-NLC), and study its in vitro transdermal permeation characteristics. The Tan ⅡA-NLC was prepared by high pressure homogenization technology and optimized by Box-Behnken design-response surface method, and it was characterized in terms of morphology, particle size, zeta potention, et al. The transdermal permeation of Tan ⅡA-NLC was evaluated by using Franz diffusion cells. The results showed that, the optimal formulation was as follows: drug/lipid materials ratio 88, GMS/MCT ratio 2, emulsifier concentration 1%, average particle size (182±14) nm, polydispersity index PDI (0.190 6±0.024 5), zeta potential (-27.8± 5.4) mV, encapsulation efficiency EE (86.44%±9.26%) and drug loading DL (0.98%±0.18%), respectively. The in vitro transdermal permeation results showed that as compared with Tan ⅡA solution, Tan ⅡA-NLC had lower transdermal permeation amount after applying drug for 24 h, but its retention in the epidermis was 3.18 times that of solution. These results indicated that the prepared Tan ⅡA-NLC could effectively increase the regention of Tan ⅡA in the epidermis, and had a broad application prospect.

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