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Chen S, Ma W, Cao F, Shen L, Qi H, Xie L, Wu Y, Fan W. Hepatocellular Carcinoma Within the Milan Criteria: A Novel Inflammation-Based Nomogram System to Assess the Outcomes of Ablation. Front Oncol 2020; 10:1764. [PMID: 33042823 PMCID: PMC7521362 DOI: 10.3389/fonc.2020.01764] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 08/06/2020] [Indexed: 12/16/2022] Open
Abstract
Objectives Few studies based on pretreatment inflammation-based scores focused on assessing the prognosis of hepatocellular carcinoma (HCC) patients within the Milan Criteria after ablation. This study aimed to construct a nomogram based on a novel inflammation-based score for those patients. Methods A total of 635 HCC patients within the Milan Criteria after ablation meeting the inclusion and exclusion criteria were included in the study. The novel inflammation-based score-Albumin-Platelet Score (APS)-was constructed by Cox proportional-hazards modeling. The nomogram based on APS was constructed by multivariate analysis and the "rms" R package. The performance of the APS and the nomogram were assessed by time-dependent receiver operating characteristic and the concordance index (C-index). Results The APS was an integrated indicator based on peripheral albumin level and platelet counts, which was significantly superior to other inflammation-based scores (neutrophil to lymphocyte ratio, platelet to lymphocyte ratio, Prognostic Nutritional Index, modified Glasgow Prognostic Score, Glasgow Prognostic Score, Prognostic Index, and C-reactive protein/albumin ratio) in predicting the long-term prognosis of those patients undergoing ablation (P < 0.05). An easy-to-use nomogram based on three pretreatment clinical variables (i.e., the APS, tumor size, and age) was constructed and further improved significantly the performance in predicting the prognosis in patients within the Milan Criteria after ablation (P < 0.05). The C-index of nomogram for overall survival was 0.72 (95% CI 0.66, 0.77). The calibration plots with 1000 cycles of bootstrapping were well matched with the idealized 45° line. Conclusion The APS was a better inflammation-based prognostic system than others. Also, the nomogram based on the APS improved the performance of predicting the prognosis of HCC patients within the Milan Criteria after ablation.
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Affiliation(s)
- Shuanggang Chen
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Weimei Ma
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China.,Department of Imaging Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Fei Cao
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Lujun Shen
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Han Qi
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Lin Xie
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Ying Wu
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Weijun Fan
- Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China
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Liu B, Liu K, Teng F, Fu H, Guo WY, Shi XM, Ni ZJ, Gao XG, Ma J, Fu ZR, Ding GS. Favorable effect of thrombocytopenia on outcomes of liver transplantation for hepatocellular carcinoma. Scand J Gastroenterol 2016; 51:509-10. [PMID: 26784975 DOI: 10.3109/00365521.2015.1095940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- Bing Liu
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Kan Liu
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Fei Teng
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Hong Fu
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Wen-Yuan Guo
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Xiao-Min Shi
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Zhi-Jia Ni
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Xiao-Gang Gao
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Jun Ma
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Zhi-Ren Fu
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
| | - Guo-Shan Ding
- a Organ Transplantation Institute of Changzheng Hospital, Second Military Medical University , 415 Fengyang Road , Shanghai 200003 , P.R. China
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Pang Q, Qu K, Zhang J, Liu C. Application of the King's score as a prognostic model for hepatocellular carcinoma: still a long way to go. Liver Int 2016; 36:764. [PMID: 25944407 DOI: 10.1111/liv.12864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Affiliation(s)
- Qing Pang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Kai Qu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Jingyao Zhang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Chang Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
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Lin CC, Cheng YT, Chen M WT, Lin SM. The Effectiveness of Multiple Electrode Radiofrequency Ablation in Patients with Hepatocellular Carcinoma with Lesions More than 3 cm in Size and Barcelona Clinic Liver Cancer Stage A to B2. Liver Cancer 2016; 5:8-20. [PMID: 26989656 PMCID: PMC4789949 DOI: 10.1159/000367755] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Outcomes of hepatocellular carcinoma (HCC) lesions >3.0 cm in size including Barcelona Clinic Liver Cancer (BCLC) stage B after radiofrequency ablation (RFA) with a single electrode remain unsatisfactory. This study aimed to investigate the outcomes of RFA with multiple electrodes (ME-RFA) for HCC tumors 3.1-7.0 cm in size and BCLC stage B. This retrospective study included 70 consecutive patients with 58 medium- (3.1-5.0 cm) and 17 large- (5.1-7.0 cm) sized HCCs after ME-RFA using a controller. Outcomes in terms of complete response, primary technique effectiveness, local tumor progression, and overall survival were investigated. After 1-4 applications of ME-RFA, the rates of complete response and PTE in medium-sized tumors were 79.3% and 91.4%, respectively, and in large tumors were 76.5% and 94.1%, respectively. Overall, the major complication rate was 5.7%. After a median 21-month follow-up period, both two- and three-year estimated overall survival rates were above 80%. There were no significant differences in overall survival and local tumor progression rates between medium- and large-size tumors and among BCLC stages A, B1 and B2. A complete response to ME-RFA was the only significant factor associated with improved survival (p=0.008). In conclusion, ME-RFA can effectively treat 3.1-7.0-cm sized HCCs with a comparable outcome between medium- and large-size tumors and among BCLA stages A to B2.
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Affiliation(s)
| | | | | | - Shi-Ming Lin
- *Shi-Ming Lin, MD, Division of Hepatology, Liver Research Unit, Department of Gastroenterology, and Hepatology, Chang Gung Memorial Hospital, Lin-Kuo, Chang Gung University, 5, Fu-Hsin St., Kwei-Shan, Taoyuan, Taiwan 333 (ROC), Tel. 886 3 3281200 Ext. 8107, E-Mail
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Hsieh SY, Lee CH, Yen CL, Shen CH. Reply to Pang et al. letter: Multifaceted roles of platelets in the prognosis of patients with hepatoma. Liver Int 2015; 35:2485. [PMID: 25968350 DOI: 10.1111/liv.12870] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Affiliation(s)
- Sen-Yung Hsieh
- Liver Research Unit, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,Clinical Proteomics Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chern-Horng Lee
- Department of General Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Cho-Li Yen
- Department of Gastroenterology and Hepatology, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Chien-Heng Shen
- Department of Gastroenterology and Hepatology, Chiayi Chang Gung Memorial Hospital, Chiayi, Taiwan
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Pang Q, Liu C, Qu K, Liu S, Berasain C. Conflicting relationship between platelets and prognosis of hepatocellular carcinoma: is platelet-derived serotonin involved in? Liver Int 2015; 35:2484. [PMID: 25858667 DOI: 10.1111/liv.12843] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Qing Pang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Chang Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Kai Qu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Sushun Liu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University College of Medicine, Xi'an, China
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Pang Q, Qu K, Zhang JY, Song SD, Liu SS, Tai MH, Liu HC, Liu C. The Prognostic Value of Platelet Count in Patients With Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis. Medicine (Baltimore) 2015; 94:e1431. [PMID: 26376382 PMCID: PMC4635796 DOI: 10.1097/md.0000000000001431] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Thrombocytopenia has been acknowledged to be a crucial risk factor for cirrhosis formation and hepatocarcinogenesis in chronic liver diseases. However, to date, the association between platelet count (PLT) and the prognosis of hepatocellular carcinoma (HCC) remains inconsistent and controversial. The aim of the present study was to determine whether PLT could be used as a useful predictor of survival in patients with HCC. We performed systematic review in online databases, including PubMed, EmBase, and Web of Science, from inception until 2014. Studies were included if a statistical relationship was investigated between PLT and survival for HCC, and hazard ratio (HR) and 95% confidence intervals (CIs) for overall survival (OS) or recurrence-free survival (RFS) were provided. The quality of each included study was assessed by Newcastle-Ottawa scale score. To synthesize these studies, a random-effects model or a fixed-effects model was applied as appropriate. Then, we calculated heterogeneity, performed sensitivity analysis, tested publication bias, and did subgrouped and meta-regression analysis. Finally, we identified 33 eligible articles (published from 1998 to 2014) involved 5545 patients by retrieval. A low level of preoperative PLT was found to be significantly associated with a poor survival of HCC. Irrespective of the therapy used, the pooled HRs for OS and RFS were 1.41 (95% CI, 1.14-1.75) and 1.44 (95% CI, 1.13-1.83), respectively. Specifically, in patients who underwent liver resection, the pooled HRs for OS and RFS were 1.67 (95% CI, 1.22-2.27) and 1.44 (95% CI, 1.04-1.99), respectively. Furthermore, patients with preoperative thrombocytopenia (PLT < 100 × 10⁹/L) had a worse OS (HR: 1.73, 95% CI, 1.29-2.32) and RFS (HR: 1.57, 95% CI, 1.31-1.87) in comparison with patients without thrombocytopenia. All our findings showed no significant changes due to the removal of any study or the use of an opposite-effects model, and there was no significant publication bias. The limitations of this meat-analysis were nonuniform cut-off values of PLT, high between-study heterogeneities, potential confounders, and a bias of publication year. A low preoperative PLT level results in an unfavorable outcome in HCC. PLT is a simple, inexpensive, and useful predictor of survival in patients with HCC.
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Affiliation(s)
- Qing Pang
- From the Department of Hepatobiliary Surgery, the First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
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Pang Q, Qu K, Bi JB, Liu SS, Zhang JY, Song SD, Lin T, Xu XS, Wan Y, Tai MH, Liu HC, Dong YF, Liu C. Thrombocytopenia for prediction of hepatocellular carcinoma recurrence: Systematic review and meta-analysis. World J Gastroenterol 2015; 21:7895-7906. [PMID: 26167090 PMCID: PMC4491977 DOI: 10.3748/wjg.v21.i25.7895] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Revised: 03/01/2015] [Accepted: 04/03/2015] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the association between thrombocytopenia and relapse after treatment for hepatocellular carcinoma (HCC).
METHODS: We searched the PubMed, EMBASE, and Web of Science databases to obtain eligible studies. The hazard ratios (HRs) values and 95% confidence intervals (CIs) were pooled by random effects model. Subsequently, we estimated the heterogeneity, performed a sensitivity analysis, determined the publication bias, and performed subgroup and meta-regression analyses. Study quality was assessed by using the Oxford Center for Evidence Based Medicine tool.
RESULTS: We identified 18 eligible studies by retrieval (published during 2000-2014). Out of the 4163 patients with HCC who were recruited, 2746 (66.0%) experienced recurrence. In general, our meta-analysis suggested that low platelet count (PLT) before therapy significantly increased the probability of postoperative recurrence (HR = 1.53, 95%CI: 1.29-1.81). PLT was also valuable in the prediction of intrahepatic distant recurrence (HR = 1.49, 95%CI: 1.25-1.77). Subgroup and meta-regression analyses identified various therapeutic modalities as the source of a high degree of heterogeneity. The pooled HR values showed no obvious change when a single study was removed, but otherwise, an opposite-effects model was used. In addition, no significant publication bias was detected.
CONCLUSION: Thrombocytopenia before treatment might be an inexpensive and useful predictor of postoperative recurrence in patients with HCC.
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