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Yang CK, Wei ZL, Shen XQ, Jia YX, Wu QY, Wei YG, Su H, Qin W, Liao XW, Zhu GZ, Peng T. Prognostic utility of gamma-glutamyl transpeptidase to platelet ratio in patients with solitary hepatitis B virus-related hepatocellular carcinoma after hepatectomy. World J Gastrointest Oncol 2024; 16:4579-4596. [PMID: 39678799 PMCID: PMC11577363 DOI: 10.4251/wjgo.v16.i12.4579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 09/12/2024] [Accepted: 09/29/2024] [Indexed: 11/12/2024] Open
Abstract
BACKGROUND The prognostic impact of preoperative gamma-glutamyl transpeptidase to platelet ratio (GPR) levels in patients with solitary hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) following radical resection has not been established. AIM To examine the clinical utility of GPR for prognosis prediction in solitary HBV-related HCC patients. METHODS A total of 1167 solitary HBV-related HCC patients were retrospectively analyzed. GPR levels were compared with 908 non-HCC individuals. Overall survival (OS) and recurrence-free survival (RFS) were evaluated, and cox proportional hazard model analyses were performed to identify independent risk factors. Differences in characteristics were adjusted by propensity score matching (PSM). Subgroup and stratified survival analyses for HCC risks were performed, and a linear trend of the hazard ratio (HR) according to GPR levels was constructed. RESULTS GPR levels of patients with solitary HBV-related HCC were higher than those with hepatic hemangiomas, chronic hepatitis B and healthy control (adjusted P < 0.05). Variable bias was diminished after the PSM balance test. The low GPR group had improved OS (P < 0.001) and RFS (P < 0.001) in the PSM analysis and when combined with other variables. Multivariate cox analyses suggested that low GPR levels were associated with a better OS (HR = 0.5, 95%CI: 0.36-0.7, P < 0.001) and RFS (HR = 0.57, 95%CI: 0.44-0.73, P < 0.001). This same trend was confirmed in subgroup analyses. Prognostic nomograms were constructed and the calibration curves showed that GPR had good survival prediction. Moreover, stratified survival analyses found that GPR > 0.6 was associated with a worse OS and higher recurrence rate (P for trend < 0.001). CONCLUSION Preoperative GPR can serve as a noninvasive indicator to predict the prognosis of patients with solitary HBV-related HCC.
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Affiliation(s)
- Cheng-Kun Yang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Zhong-Liu Wei
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Xiao-Qiang Shen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Yu-Xuan Jia
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Qiong-Yuan Wu
- Department of Tuina, Nanning Hospital of Traditional Chinese Medicine, Nanning 530022, Guangxi Zhuang Autonomous Region, China
| | - Yong-Guang Wei
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Hao Su
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Wei Qin
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Xi-Wen Liao
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Guang-Zhi Zhu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
| | - Tao Peng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Zhuang Autonomous Region, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, Nanning 530021, Guangxi Zhuang Autonomous Region, China
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Zhang L, Li S, Zhang D, Yin C, Wang Z, Chen R, Cheng N, Bai Y. Value of GPR, APPRI and FIB-4 in the early diagnosis of hepatocellular carcinoma: a prospective cohort study. Jpn J Clin Oncol 2024; 54:129-136. [PMID: 37869774 DOI: 10.1093/jjco/hyad147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 10/05/2023] [Indexed: 10/24/2023] Open
Abstract
OBJECTIVE There is an urgent need for novel biomarkers that are inexpensive, effective and easily accessible to complement the early diagnosis of hepatocellular carcinoma. This study aimed to analyze the relationship between serum gamma-glutamate-transpeptidase to platelet ratio, alkaline phosphatase-to-platelet ratio index, fibrosis index based on four factors and the risk of hepatocellular carcinoma, and to determine the optimal cut-offs for predicting hepatocellular carcinoma. METHODS Based on a prospective cohort study, 44 215 participants who were cancer-free at baseline (2011-13) were included in the study. Cox proportional hazard models and receiver operating characteristics curves were used to analyze the diagnostic value and optimal cut-off value of gamma-glutamyl-transpeptidase to platelet ratio, alkaline phosphatase-to-platelet ratio index and fibrosis index based on four factors in predicting hepatocellular carcinoma patients. RESULTS Gamma-glutamyl-transpeptidase to platelet ratio, alkaline phosphatase-to-platelet ratio index and fibrosis index based on four factors can be used as early independent predictors of hepatocellular carcinoma risk. The risk of hepatocellular carcinoma in the fourth quantile of gamma-glutamyl-transpeptidase to platelet ratio and alkaline phosphatase-to-platelet ratio index was 4.04 times (hazard ratio = 4.04, 95% confidence interval: 2.09, 7.80) and 2.59 times (hazard ratio = 2.59, 95% confidence interval: 1.45, 4.61), respectively, compared with the first quantile. With fibrosis index based on four factors first quantile as a reference, fibrosis index based on four factors fourth quantile had the highest risk (hazard ratio = 18.58, 95% confidence interval: 7.55, 45.72). Receiver operating characteristic results showed that fibrosis index based on four factors had a stronger ability to predict the risk of hepatocellular carcinoma (area under curve = 0.81, 95% confidence interval: 0.80, 0.81), and similar results were shown for gender stratification. In the total population, the optimal cut-off values of gamma-glutamyl-transpeptidase to platelet ratio, alkaline phosphatase-to-platelet ratio index and fibrosis index based on four factors were 0.208, 0.629 and 1.942, respectively. CONCLUSIONS Gamma-glutamyl-transpeptidase to platelet ratio, alkaline phosphatase-to-platelet ratio index and fibrosis index based on four factors were independent predictors of hepatocellular carcinoma risk. Amongst them, fibrosis index based on four factors shows a stronger predictive ability for hepatocellular carcinoma risk, and gamma-glutamyl-transpeptidase to platelet ratio and alkaline phosphatase-to-platelet ratio index can be used as complementary indicators.
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Affiliation(s)
- Lizhen Zhang
- Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou, China
| | - Siyu Li
- Department of Epidemiology, Baotou Medical College, Baotou, China
| | - Desheng Zhang
- Jinchuan Group Co., LTD, Jinchuan Company Staff Hospital, Jinchang, China
| | - Chun Yin
- Jinchuan Group Co., LTD, Jinchuan Company Staff Hospital, Jinchang, China
| | - Zhongge Wang
- Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou, China
| | - Ruirui Chen
- Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou, China
| | - Ning Cheng
- College of Basic Medicine, Lanzhou University, Lanzhou, China
| | - Yana Bai
- Department of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou, China
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Chen W, Hong D, Chen Z, Dai X, Cao J, Yu M, Li L. Gamma-glutamyl transpeptidase to platelet and gamma-glutamyl transpeptidase to lymphocyte ratio in a sample of Chinese Han population. BMC Gastroenterol 2022; 22:442. [PMID: 36316645 PMCID: PMC9623929 DOI: 10.1186/s12876-022-02509-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 08/09/2022] [Accepted: 09/13/2022] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND Gamma-glutamyl transpeptidase to platelet ratio (GPR) and gamma-glutamyl transpeptidase to lymphocyte ratio (GLR) are assumed to be prognostic factors in liver fibrosis, cirrhosis and hepatocellular carcinoma. However, the reference values of GPR and GLR were not known. OBJECTIVES The study aimed to investigate the reference ranges of GPR and GLR in Chinese Han population in Chaoshan region in South China. METHODS A retrospective study was conducted in the First Affiliated Hospital of Shantou University Medical College in South China. 2400 healthy adults aged 20~79 years were included. GPR and GLR were determined. RESULTS Of 2400 healthy adults, 1200 men and 1200 women were included. The median GPR and GLR for men were 0.22 and 11.28, for women were 0.18 and 7.86, respectively. The 95% reference range of GPR in normal male and female are 0.09~0.54 and 0.08~0.55, GLR are 4.55~29.64 and 3.52~23.08, respectively. The male had a higher GPR at age 20~49 than the female while the GPR at age 60~79 was higher in the female than in the male. The GPR was affected by age, decreased with aging in male and increased in female. The GLR was higher in the male than in the female and varied with aging in the female but not in the male. CONCLUSION The study provides reference data on GPR and GLR from different age and sex groups in South China. GPR and GLR varied with age and sex.
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Affiliation(s)
- Weijie Chen
- The First Affiliated Hospital, Shantou University Medical College, 515041, Shantou, China
| | - Danmian Hong
- The First Affiliated Hospital, Shantou University Medical College, 515041, Shantou, China
| | - Zeliang Chen
- The First Affiliated Hospital, Shantou University Medical College, 515041, Shantou, China
| | - Xiaoqing Dai
- The First Affiliated Hospital, Shantou University Medical College, 515041, Shantou, China
| | - Jing Cao
- The First Affiliated Hospital, Shantou University Medical College, 515041, Shantou, China
| | - Min Yu
- The First Affiliated Hospital, Shantou University Medical College, 515041, Shantou, China
| | - Liping Li
- School of Public Health, Shantou University, 515041, Shantou, China
- Injury Prevention Research Center, Shantou University Medical College, 515041, Shantou, China
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Liu K, Huang Z, Yang S, Lin L, Zheng S, Zhang X, Xue Y, Xie W. The Age, Gamma-Glutamyl Transpeptidase and Platelet Index: A Novel Noninvasive Model for Predicting Hepatocellular Carcinoma in Patients with Hepatitis B Virus-Related Liver Cirrhosis. J Hepatocell Carcinoma 2022; 9:1057-1063. [PMID: 36250136 PMCID: PMC9555219 DOI: 10.2147/jhc.s386977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 10/05/2022] [Indexed: 11/23/2022] Open
Abstract
Background and Aims High incidence of hepatocellular carcinoma (HCC) exists in patients with liver cirrhosis (LC), but the predictive accuracy of noninvasive scoring systems (NSSs) is yet to be elucidated. The present study aimed to evaluate the predictive ability of fibrosis-4 (FIB-4), aminotransferase-to-platelet ratio index (APRI), and gamma-glutamyl transpeptidase to platelet ratio (GPR) in patients with LC, and to establish a new model with more accuracy. Methods Data from 94 patients with compensated LC and 134 patients with decompensated cirrhosis (DC) were collected. The prediction accuracy of NSSs, including APRI, GPR, and FIB-4, was compared. Results During a median follow-up of 37.5 months, 9 patients in the compensated LC group and 38 in the DC group developed HCC. For 228 patients, the area under the receiver operating characteristic curve (AUROC) of APRI, GPR, and FIB-4 was 0.596, 0.625, and 0.654, respectively. Multivariable logistic analysis showed that age, gamma-glutamyl transpeptidase (GGT), and platelet (PLT) were independent risk factors for HCC development, and a new model encompassing age, GGT, and PLT was superior to NSSs (all P<0.05). With an optimal cutoff value of 0.216, Model (Age_GGT_PLT) achieved 68.09% sensitivity and 69.61% specificity. Conclusion NSSs, including APRI, GPR, and FIB-4, has a non-optimal accuracy in predicting HCC development in patients with HBV-related LC. Thus, the new model consisting of age, GGT, and PLT may be more accurate than NSSs.
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Affiliation(s)
- Kai Liu
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Department of Infectious Diseases, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China
| | - Zeyu Huang
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China
| | - Suhua Yang
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Department of Infectious Diseases, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China
| | - Lin Lin
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China
| | - Shuqin Zheng
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Department of Liver Diseases, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China
| | - Xiujun Zhang
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Department of Liver Diseases, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China
| | - Yuan Xue
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Department of Infectious Diseases, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Correspondence: Yuan Xue, Institute of Hepatology, the Third People’s Hospital of Changzhou, No. 300 Lanling North Road, Changzhou, Jiangsu, 213000, People’s Republic of China, Tel +86-0519 82009059, Email
| | - Weibin Xie
- Institute of Hepatology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Department of Anesthesiology, the Third People’s Hospital of Changzhou, Changzhou, People’s Republic of China,Weibin Xie, Department of Anesthesiology, The Third People’s Hospital of Changzhou, No. 300 Lanling North Road, Changzhou, 213000, Jiangsu, People’s Republic of China, Tel +86-0519 82008336, Email
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Liu X, Zhou J, Zhu L, Zhang X, Li F. Diagnostic accuracy of apparent diffusion coefficient values combined with γ-glutamyl transpeptidase-to-platelet ratio parameters for predicting hepatitis B-related fibrosis. Clin Res Hepatol Gastroenterol 2022; 46:101968. [PMID: 35649482 DOI: 10.1016/j.clinre.2022.101968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/12/2022] [Accepted: 05/27/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVES The accuracy of non-invasive liver fibrosis diagnosis based on the apparent diffusion coefficient (ADC) value combined with the γ-glutamyl transpeptidase-to-platelet ratio (GPR) model to predict the stage of hepatitis B-related fibrosis has not been reported. This study aimed to evaluate the diagnostic efficacy of ADC value combined with GPR for liver fibrosis grading. METHODS The data of 180 patients with chronic hepatitis B (CHB) diagnosed by liver biopsy were analyzed. The ADC value, GPR, and their combination were assessed in different cirrhosis stages using receiver operating characteristic curve analysis to evaluate their value in diagnosing liver fibrosis. RESULTS We observed that liver fibrosis stages were inversely associated with ADC values (r=-0.691, P<0.001), and positively associated with GPR (r=0.502, P<0.001). The area under the curve for diagnostic efficacy of ADC values, GPR, and their combination for F≥2 liver fibrosis was 0.831, 0.749, and 0.858, respectively, and for F≥3 was 0.872, 0.771, and 0.903, respectively. The diagnostic cutoffs of the combination for each stage were -7.07, -12.21 and -37.75, respectively. CONCLUSIONS The combined diagnostic tool of ADC and GPR may improve the accuracy of hepatitis B-related liver fibrosis diagnosis, especially for F≥3.
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Affiliation(s)
- Xingxiang Liu
- Department of Laboratory Medicine, Huai'an Infectious Disease Hospital, Jiangsu, China
| | - Jian Zhou
- Department of Gastroenterology, Huai'an Hospital of Huai'an City, Jiangsu, China
| | - Liyao Zhu
- Department of Hepatology, Huai'an Infectious Disease Hospital, Jiangsu, China
| | - Xin Zhang
- Department of Medical Imaging, Huai'an Infectious Disease Hospital, Jiangsu, China.
| | - Feng Li
- Department of Medical Imaging, Huai'an Infectious Disease Hospital, Jiangsu, China.
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Barré T, Fontaine H, Ramier C, Di Beo V, Pol S, Carrieri P, Marcellin F, Cagnot C, Dorival C, Zucman-Rossi J, Zoulim F, Carrat F, Protopopescu C. Elevated coffee consumption is associated with a lower risk of elevated liver fibrosis biomarkers in patients treated for chronic hepatitis B (ANRS CO22 Hepather cohort). Clin Nutr 2022; 41:610-619. [DOI: 10.1016/j.clnu.2022.01.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/04/2022] [Accepted: 01/15/2022] [Indexed: 11/03/2022]
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Over-activation of EFTUD2 correlates with tumor propagation and poor survival outcomes in hepatocellular carcinoma. Clin Transl Oncol 2021; 24:93-103. [PMID: 34282556 DOI: 10.1007/s12094-021-02673-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Accepted: 06/18/2021] [Indexed: 01/10/2023]
Abstract
PURPOSE Elongation factor Tu GTP-binding domain containing 2 (EFTUD2) is an essential constituent of U5 small nuclear ribonucleoproteins (snRNPs) and plays a crucial role in spliceosome activation and cancer. The mechanism of EFTUD2 on carcinogenesis and development of liver cancer still need further study. METHODS Bioinformatic analysis was performed to find differential expressed genes and related pathways. Western blotting and quantitative PCR assays were used to verify the EFTUD2 expression in HCC cell lines and tumor tissues of liver cancer patients. Transfection of shRNAs in SKHEP1 and Huh7 cell lines was conducted to explore the mechanisms of EFTUD2 in HCC. CCK-8 method, colony formation, and cell cycle detection kit were used to detect the proliferation. A tumor model in nude mice was used to explore the role of EFTUD2 in liver cancer in vivo. RESULTS Based on the tumor tissues and para-tumor tissues in our HCC patients, we identified EFTUD2 as highly expressed in HCC tissues (P < 0.001). Bioinformatic analysis from the TCGA database also supported this biological phenomenon (P = 1.911e-17). Furtherly, the results of clinical specimens and TCGA data suggested that higher EFTUD2 expression levels correlated with high histologic grades, high pathological grades, and poor survival prognoses in HCC patients. And knockdown of EFTUD2 suppressed cell proliferation and colony formation in vitro. In vivo, knockdown of EFTUD2 constrained the tumor growing and expansion derived from SKHEP1 cells and induced a decrease in the tumor volume and tumor weight resected from nude mice. Furthermore, RNA sequencing based on EFTUD2 knockdown revealed that EFTUD2 affected target genes concerned with the cell cycle. Flow cytometric analyses in the SKHEP1 cell model revealed that knockdown significantly suppressed cell cycle course and caused cell cycle arrest in the G1 phase. CyclinD1 proteins were also inhibited by knocking down of EFTUD2. CONCLUSION EFTUD2 is markedly overexpressed in HCC tumor tissues. High EFTUD2 expression in HCC patients is associated with clinical features. Moreover, we confirmed that EFTUD2 shows a pivotal role in HCC cell proliferation and cell cycle course and could be a possible therapeutic avenue in HCC through disturbing EFTUD2.
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Liang KH, Lai MW, Lin YH, Chu YD, Lin CL, Lin WR, Huang YH, Wang TH, Chien RN, Hu TH, Yeh CT. Plasma interleukin-17 and alpha-fetoprotein combination effectively predicts imminent hepatocellular carcinoma occurrence in liver cirrhotic patients. BMC Gastroenterol 2021; 21:177. [PMID: 33865328 PMCID: PMC8052794 DOI: 10.1186/s12876-021-01761-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 04/09/2021] [Indexed: 02/08/2023] Open
Abstract
Background Predicting imminent hepatocellular carcinoma (HCC) in liver cirrhotic patients is an unmet medical need. We aimed to investigate circulatory biomarkers and their optimum combinations in a prospective study.
Methods We investigated plasma interleukin 17 (IL-17) concentrations, quantified using enzyme-linked immunosorbent assay (ELISA), for the prediction of HCC in a large cohort of 404 HCC-naïve liver cirrhotic patients regularly followed after recruitment. Additionally, IL-17 in surgically resected tumor tissues were evaluated using immunohistochemistry staining.
Results IL-17 was detected in HCC tissues. The IL-17 concentrations in the peripheral blood do not have correlation with an extensive list of 31 common demographic, metabolic and liver function variables in the cohort of liver cirrhotic patients. Furthermore, patients stratified by IL-17 and alpha-fetoprotein (AFP) showed distinctive cumulative incidence of HCC. Imminent HCC, defined here as HCC occurrence within 1 year, can be predicted by IL-17 alone with an area under the receiver operating characteristic curve [AUC] of 0.762 (P = 0.002). An multivariate analysis showed that age, hepatitis C viral infection, AFP and IL-17 were four independent factors associated with imminent HCC (adjusted P = 0.03, 0.041, 0.024 and 0.008 respectively). An explicit risk score (R) combining the concentrations of two plasma biomarkers, AFP and IL-17, achieved a high AUC of 0.933 (95% confidence interval 0.893–0.972, P < 0.001) in predicting imminent HCC, with 100% sensitivity and 79.9% specificity at the optimum cutoff. The score is defined as: \documentclass[12pt]{minimal}
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\begin{document}$${\text{R}} = (2.6914)*{\text{IL-17}} + (0.3909)*{\text{AFP}} - (0.80812875)*{\text{IL-17}}^{2} + (0.10288876884)*{\text{IL-17}}^{2} *{\text{AFP}}.$$\end{document}R=(2.6914)∗IL-17+(0.3909)∗AFP-(0.80812875)∗IL-172+(0.10288876884)∗IL-172∗AFP. Conclusions The circulatory IL-17 concentration is a predictor of subsequent HCC occurrence in liver cirrhotic patients. The combination of AFP and IL-17 is highly effective in predicting imminent HCC within 1 year. Supplementary Information The online version contains supplementary material available at 10.1186/s12876-021-01761-1.
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Affiliation(s)
- Kung-Hao Liang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan. .,Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei, Taiwan. .,Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan.
| | - Ming-Wei Lai
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Yang-Hsiang Lin
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Yu-De Chu
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Chih-Lang Lin
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan.,Liver Research Unit, Keelung Chang Gung Memorial Hospital, No. 222, Maijin Road, Keelung, Taiwan.,Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Wey-Ran Lin
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Ya-Hui Huang
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Tong-Hung Wang
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan.,Tissue Bank, Chang Gung Memorial Hospital, Tao-Yuan, Taiwan
| | - Rong-Nan Chien
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan.,Liver Research Unit, Keelung Chang Gung Memorial Hospital, No. 222, Maijin Road, Keelung, Taiwan
| | - Tsung-Hui Hu
- Division of Hepatogastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Chau-Ting Yeh
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan. .,Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. .,Liver Research Center, Chang Gung Memorial Hospital, 5, Fu-Shin street, Kuei-Shan District, Taoyuan, Taiwan.
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Raadsen M, Du Toit J, Langerak T, van Bussel B, van Gorp E, Goeijenbier M. Thrombocytopenia in Virus Infections. J Clin Med 2021; 10:jcm10040877. [PMID: 33672766 PMCID: PMC7924611 DOI: 10.3390/jcm10040877] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 02/10/2021] [Accepted: 02/17/2021] [Indexed: 02/07/2023] Open
Abstract
Thrombocytopenia, which signifies a low platelet count usually below 150 × 109/L, is a common finding following or during many viral infections. In clinical medicine, mild thrombocytopenia, combined with lymphopenia in a patient with signs and symptoms of an infectious disease, raises the suspicion of a viral infection. This phenomenon is classically attributed to platelet consumption due to inflammation-induced coagulation, sequestration from the circulation by phagocytosis and hypersplenism, and impaired platelet production due to defective megakaryopoiesis or cytokine-induced myelosuppression. All these mechanisms, while plausible and supported by substantial evidence, regard platelets as passive bystanders during viral infection. However, platelets are increasingly recognized as active players in the (antiviral) immune response and have been shown to interact with cells of the innate and adaptive immune system as well as directly with viruses. These findings can be of interest both for understanding the pathogenesis of viral infectious diseases and predicting outcome. In this review, we will summarize and discuss the literature currently available on various mechanisms within the relationship between thrombocytopenia and virus infections.
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Affiliation(s)
- Matthijs Raadsen
- Department of Viroscience, Erasmus MC Rotterdam, Doctor molewaterplein 40, 3015 GD Rotterdam, The Netherlands; (M.R.); (T.L.); (E.v.G.)
| | - Justin Du Toit
- Department of Haematology, Wits University Donald Gordon Medical Centre Johannesburg, Johannesburg 2041, South Africa;
| | - Thomas Langerak
- Department of Viroscience, Erasmus MC Rotterdam, Doctor molewaterplein 40, 3015 GD Rotterdam, The Netherlands; (M.R.); (T.L.); (E.v.G.)
| | - Bas van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Center Plus, 6229 HX Maastricht, The Netherlands;
- Care and Public Health Research Institute (CAPHRI), Maastricht University, 6229 GT Maastricht, The Netherlands
| | - Eric van Gorp
- Department of Viroscience, Erasmus MC Rotterdam, Doctor molewaterplein 40, 3015 GD Rotterdam, The Netherlands; (M.R.); (T.L.); (E.v.G.)
- Department of Internal Medicine, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Marco Goeijenbier
- Department of Viroscience, Erasmus MC Rotterdam, Doctor molewaterplein 40, 3015 GD Rotterdam, The Netherlands; (M.R.); (T.L.); (E.v.G.)
- Department of Internal Medicine, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands
- Correspondence:
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