1
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Tseng HT, Liu PH, Hsu CY, Huang YH, Su CW, Hou MC, Ho SY, Huo TI. Differential Prognostic Impact of Tumor Burden Score on Hepatocellular Carcinoma Patients with Variable Physical Performance Status. Dig Dis Sci 2025:10.1007/s10620-025-08971-7. [PMID: 40153238 DOI: 10.1007/s10620-025-08971-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 03/01/2025] [Indexed: 03/30/2025]
Abstract
BACKGROUND Performance status (PS) plays a crucial role in prognostic prediction for patients with hepatocellular carcinoma (HCC). The extent of tumor burden is also a major survival determinant. Recently, tumor burden score (TBS) was proposed to evaluate the extent of tumor involvement, but the interaction between TBS and PS has not been evaluated. We aimed to assess the prognostic role of TBS in HCC patients with variable PS. METHODS A large cohort of 4185 treatment-naïve HCC patients were retrospectively analyzed. The multivariate Cox proportional hazards model was used to determine the independent predictors associated with survival. RESULTS Patients with poorer PS had significantly higher TBS at baseline. In the Cox model, older age, lower serum albumin level, higher serum bilirubin, creatinine and α-fetoprotein levels, presence of ascites, presence of vascular invasion, PS 1-2, PS 3-4, and medium TBS and high TBS were independently associated with increased mortality in the entire cohort (p < 0.001). In subgroup analysis stratified by PS, TBS was able to predict long-term survival in patients with PS 0 in the multivariate model. For patients with PS 1-2, the trend was significant only in those with high TBS (p < 0.001); in patients with PS 3-4, TBS was not significantly associated with survival (p > 0.05). CONCLUSIONS TBS is a feasible prognostic surrogate for HCC and can well discriminate long-term survival in patients with good PS. Our findings demonstrate that TBS has a differential prognostic impact on HCC and may play a distinct role in outcome prediction for patients with variable PS.
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Affiliation(s)
- Hung-Ting Tseng
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Hong Liu
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Yi-Hsiang Huang
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chien-Wei Su
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Ming-Chih Hou
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Shu-Yein Ho
- Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, No. 168, Ching-Kuo Rd, Taoyuan, Taiwan
| | - Teh-Ia Huo
- Department of Medical Research, Taipei Veterans General Hospital, Shipai Rd, No. 201, Sec. 2, Taipei, Taiwan.
- Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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2
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Liao JI, Ho SY, Hou MC, Liu PH, Hsu CY, Huo TI. Performance status as a prognostic surrogate in hepatocellular carcinoma: Role of albumin-bilirubin and easy-albumin-bilirubin grade. J Chin Med Assoc 2024; 87:156-162. [PMID: 38095597 DOI: 10.1097/jcma.0000000000001036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Performance status (PS) is associated with the severity of liver cirrhosis and is also an important survival determinant in hepatocellular carcinoma (HCC). Albumin-bilirubin (ALBI) grade and easy (EZ)-ALBI grade have been proposed to evaluate liver dysfunction in HCC, but their role in patients with different PS is unclear. We aimed to investigate the prognostic role of ALBI and EZ-ALBI grade in a large HCC cohort with variable PS. METHODS A total of 3355 newly diagnosed HCC patients between 2002 and 2018 were identified and retrospectively analyzed. Independent prognostic predictors associated with survival were investigated using the Cox proportional hazards model. RESULTS Patients with poor PS had decreased survival compared with those with good PS. In the Cox model, creatinine ≥1.2 mg/dL, α-fetoprotein (AFP) ≥20 ng/mL, vascular invasion, distant metastasis, total tumor volume >100 cm 3 , presence of ascites, ALBI grades 2 and 3, EZ-ALBI grade 2 and grade 3, PS 1-4, and noncurative treatment were independently associated with higher mortality in the entire cohort (all p < 0.001). ALBI grade and EZ-ALBI grade can well stratify overall survival in subgroup patients with PS 0, PS 1-2, and PS 3-4 (all p < 0.001). CONCLUSION Patients with good PS have better long-term survival compared with those with poor PS. ALBI and EZ-ALBI grade can discriminate long-term outcome in the entire cohort as well as in patients with different PS. ALBI and EZ-ALBI are objective and feasible prognostic models to evaluate liver dysfunction in HCC patients independent of PS.
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Affiliation(s)
- Jia-I Liao
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
| | - Shu-Yein Ho
- Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, Taoyuan, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Ming-Chih Hou
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Po-Hong Liu
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Chia-Yang Hsu
- Department of Medicine, Renown Regional Medical Center, Reno, Nevada, USA
| | - Teh-Ia Huo
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
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3
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Eriguchi T, Takeda A, Tateishi Y, Tsurugai Y, Sanuki N, Ebinuma H, Horita N. Comparison of stereotactic body radiotherapy and radiofrequency ablation for hepatocellular carcinoma: Systematic review and meta-analysis of propensity score studies. Hepatol Res 2021; 51:813-822. [PMID: 33856722 DOI: 10.1111/hepr.13647] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 04/04/2021] [Accepted: 04/11/2021] [Indexed: 12/13/2022]
Abstract
AIM Stereotactic body radiotherapy (SBRT) is an emerging treatment for hepatocellular carcinoma (HCC) and has shown excellent local control (LC), as has radiofrequency ablation (RFA). As no randomized controlled trial has compared SBRT and RFA for HCC, data from a propensity score matched study (PSMS) are valuable. However, the results varied greatly and depended on composing factors of Barcelona Clinic Liver Cancer staging (BCLC-factors) adjusted. Therefore, we undertook a systematic review and meta-analyses of the studies focusing on BCLC-factors matching. METHODS We systematically searched PubMed, the Cochrane database, EMBASE, and Web of Science to identify studies comparing RFA and SBRT using propensity scores. The hazard ratios (HRs) of overall survival (OS) and LC from BCLC-factor-matched and -unmatched PSMS were pooled. Heterogeneity between the data from these studies was assessed. RESULTS Three BCLC-factor-matched studies were identified. Stereotactic body radiotherapy led to comparable OS (HR, 0.89; 95% CI, 0.74-1.08; p = 0.24; I2 = 0%; p for heterogeneity, 0.56) and significantly better LC (HR, 0.39; 95% CI, 0.30-0.51; p < 0.001; I2 = 0%; p for heterogeneity, 0.67). We also identified three additional BCLC-factor-unmatched studies (HR of OS, 1.41; 95% CI, 1.21-1.65; p < 0.0001; I2 = 0%; p for heterogeneity, 0.63). However, considerable heterogeneity was observed for HR of OS between BCLC-factor-matched and -unmatched studies (I2 = 92.6%; p for heterogeneity, 0.0002). CONCLUSIONS When BCLC-factors were properly adjusted, the results of the meta-analysis revealed equivalent OS and better LC for SBRT compared with RFA. Stereotactic body radiotherapy could be an alternative treatment option for HCC.
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Affiliation(s)
| | - Atsuya Takeda
- Radiation Oncology Center, Ofuna Chuo Hospital, Kamakura, Japan
| | - Yudai Tateishi
- Radiation Oncology Center, Ofuna Chuo Hospital, Kamakura, Japan
| | | | - Naoko Sanuki
- Radiation Oncology Center, Ofuna Chuo Hospital, Kamakura, Japan
| | - Hirotoshi Ebinuma
- Department of Gastroenterology and Hepatology, International University of Health and Welfare, Narita, Japan.,Center for Gastroenterology and Inflammatory Bowel Disease, Ofuna Chuo Hospital, Kamakura, Japan
| | - Nobuyuki Horita
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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4
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Gupta P, Kalra N, Keshava SN, Chaluvashetty SB, Mukund A, Roy-Choudhury SH, Baijal SS, Khandelwal A, Ananthashayana VH, R. SN, Kulkarni S, Shetty NS, Gupta A, Gupta S. Indian Society of Vascular and Interventional Radiology Expert Consensus Statements for Ablation in Hepatocellular Carcinoma: Part I. JOURNAL OF CLINICAL INTERVENTIONAL RADIOLOGY ISVIR 2020. [DOI: 10.1055/s-0040-1715774] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AbstractLocoregional therapies play an important role in the management of hepatocellular carcinoma (HCC). Percutaneous ablation is one of the most commonly employed nonsurgical methods for treating very early and early HCC. For small HCCs, ablation is potentially curative and competes with surgical resection. The widespread availability and the spectrum of ablative techniques mandate uniform approach among interventional radiologists. Thus, it is desirable to have a consensus regarding various aspects of liver ablation. This article represents a consensus document of the experts from the Indian Society of Vascular and Interventional Radiology involved in the care of patients with HCC. The statements are presented in two parts.
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Affiliation(s)
- Pankaj Gupta
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Naveen Kalra
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Shyamkumar N. Keshava
- Department of Interventional Radiology, Division of Clinical Radiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Sreedhara B. Chaluvashetty
- Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Amar Mukund
- Department of Interventional Radiology, Institute of Liver and Biliary Sciences, New Delhi, Delhi, India
| | | | - Sanjay Saran Baijal
- Department of Interventional Radiology, Medanta, The Medicity, Gurgaon, Haryana, India
| | - Anubhav Khandelwal
- Department of Interventional Radiology, Medanta, The Medicity, Gurgaon, Haryana, India
| | | | - Sathya Narayanan R.
- Department of Interventional Radiology, Division of Clinical Radiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Suyash Kulkarni
- Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | | | - Arun Gupta
- Department of Interventional Radiology, Sir Ganga Ram Hospital, New Delhi, Delhi, India
| | - Sanjay Gupta
- Department of Interventional Radiology, MD Anderson Cancer Center, Houston, Texas, United States
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5
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Wu H, Xing H, Liang L, Huang B, Li C, Lau WY, Zhou YH, Gu WM, Wang H, Chen TH, Zhang YM, Zeng YY, Pawlik TM, Wang MD, Wu MC, Shen F, Yang T. Real-world role of performance status in surgical resection for hepatocellular carcinoma: A multicenter study. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2019; 45:2360-2368. [PMID: 31543386 DOI: 10.1016/j.ejso.2019.09.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 08/27/2019] [Accepted: 09/11/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND The Barcelona Clinic Liver Cancer (BCLC) categorizes a patient with performance status (PS)-1 as advanced stage of hepatocellular carcinoma (HCC) and surgical resection is not recommended. In real-world clinical practice, PS-1 is often not a contraindication to surgery for HCC. The aim of current study was to define the impact of PS on the surgical outcomes of patients undergoing liver resection for HCC. METHODS 1,531 consecutive patients who underwent a curative-intent resection of HCC between 2005 and 2015 were identified using a multi-institutional database. After categorizing patients into PS-0 (n = 836) versus PS-1 (n = 695), perioperative mortality and morbidity, overall survival (OS) and recurrence-free survival (RFS) were compared. RESULTS Overall perioperative mortality and major morbidity among patients with PS-0 (n = 836) and PS-1 (n = 695) were similar (1.4% vs. 1.6%, P = 0.525 and 9.7% vs. 10.2%, P = 0.732, respectively). In contrast, median OS and RFS was worse among patients who had PS-1 versus PS-0 (34.0 vs. 107.6 months, and 20.5 vs. 60.6 months, both P < 0.001, respectively). On multivariable Cox-regression analyses, PS-1 was independently associated with worse OS (HR: 1.301, 95% CI: 1.111-1.523, P < 0.001) and RFS (HR: 1.184, 95% CI: 1.034-1.358, P = 0.007). CONCLUSIONS Patients with PS-1 versus PS-0 had comparable perioperative outcomes. However, patients with PS-1 had worse long-term outcomes as PS-1 was independently associated with worse OS and RFS. Routine exclusion of HCC patients with PS-1 from surgical resection as recommended by the BCLC guidelines is not warranted.
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Affiliation(s)
- Han Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Hao Xing
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Lei Liang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Bin Huang
- Department of Radiology, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Wan Yee Lau
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China; Medicine, the Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, China
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu'er People's Hospital, Yunnan, China
| | - Wei-Min Gu
- The First Department of General Surgery, The Fourth Hospital of Harbin, Heilongjiang, China
| | - Hong Wang
- Department of General Surgery, Liuyang People's Hospital, Hunan, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People's Hospital, Sichuan, China
| | - Yao-Ming Zhang
- 2(nd) Department of Hepatobiliary Surgery, Meizhou People's Hospital of Sun Yat-sen University, Meizhou, China
| | - Yong-Yi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital, Fujian Medical University, Fujian, China
| | - Timothy M Pawlik
- Department of Surgery, Ohio State University, Wexner Medical Center, Columbus, OH, United States
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Meng-Chao Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
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6
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Carling U, Røsok B, Line PD, Dorenberg EJ. ALBI and P-ALBI grade in Child-Pugh A patients treated with drug eluting embolic chemoembolization for hepatocellular carcinoma. Acta Radiol 2019; 60:702-709. [PMID: 30205701 DOI: 10.1177/0284185118799519] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Treatment outcome for hepatocellular carcinoma (HCC) is related to tumor burden and liver function. Grading systems assessing liver function need validation in different clinical settings. PURPOSE To evaluate drug-eluting embolic transarterial chemoembolization (DEE-TACE) in Child-Pugh A HCC with respect to albumin-bilirubin (ALBI) and platelet-albumin-bilirubin (P-ALBI) grade. MATERIAL AND METHODS Forty-nine patients with Child-Pugh class A, diagnosed with HCC and allocated to DEE-TACE treatment, were retrospectively analyzed regarding tumor and treatment characteristics, radiological response (mRECIST) one month post treatment, overall survival (OS), and adverse events (AEs; CTCAE, grades ≥3) with respect to ALBI and P-ALBI grade. RESULTS There were 21 ALBI 1 patients, 29 P-ALBI 1 patients, and 19 patients were both ALBI and P-ALBI 1. Objective response rate was 74% with no statistically significant difference for ALBI (1 vs. 2; P = 0.08), or P-ALBI (1 vs. 2; P = 0.49). OS was 14.8 months (range = 1.7-62.0; ALBI 1 vs. 2: P = 0.08; P-ALBI 1 vs. 2: P = 0.003). OS in responders with ALBI 1 and 2 was 28.9 vs.10.2 months ( P = 0.02), and P-ALBI 1 and 2 was 26.7 vs. 8.6 months ( P < 0.001). In multivariate analyses, both ALBI 2 (HR = 2.4, P = 0.02) and P-ALBI 2 (HR = 3.3, P < 0.01) were negative prognostic factors for survival. There were 15 AEs in 13 patients, with hepatic failure only occurring in ALBI 2 and P-ALBI 2 patients. CONCLUSION P-ALBI grade 1 and 2 differentiated survival in Child-Pugh A patients treated with DEE-TACE. Both grading systems can differentiate survival in patients responding to treatment.
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Affiliation(s)
- Ulrik Carling
- 1 Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Bård Røsok
- 2 Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway
| | - Pål-Dag Line
- 3 Department of Transplantation, Oslo University Hospital, Oslo, Norway
| | - Eric J Dorenberg
- 1 Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
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7
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Abstract
Hepatocellular carcinoma (HCC) is a major cause of cancer-related death worldwide. In select patients, surgical treatment in the form of either resection or transplantation offers a curative option. The aims of this review are to (1) review the current American Association for the Study of Liver Diseases/European Association for the Study of the Liver guidelines on the surgical management of HCC and (2) review the proposed changes to these guidelines and analyze the strength of evidence underlying these proposals. Three authors identified the most relevant publications in the literature on liver resection and transplantation for HCC and analyzed the strength of evidence according to the Grading of Recommendations Assessment, Development and Evaluation (GRADE) classification. In the United States, the liver allocation system provides priority for liver transplantation to patients with HCC within the Milan criteria. Current evidence suggests that liver transplantation may also be indicated in certain patient groups beyond Milan criteria, such as pediatric patients with large tumor burden or adult patients who are successfully downstaged. Patients with no underlying liver disease may also benefit from liver transplantation if the HCC is unresectable. In patients with no or minimal (compensated) liver disease and solitary HCC ≥2 cm, liver resection is warranted. If liver transplantation is not available or contraindicated, liver resection can be offered to patients with multinodular HCC, provided that the underlying liver disease is not decompensated. Many patients may benefit from surgical strategies adapted to local resources and policies (hepatitis B prevalence, organ availability, etc). Although current low-quality evidence shows better overall survival with aggressive surgical strategies, this approach is limited to select patients. Larger and well-designed prospective studies are needed to better define the benefits and limits of such approach.
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Affiliation(s)
- Daniel Zamora-Valdes
- 1 Divisions of Transplantation Surgery, William J. von Liebig Transplant Center, Mayo Clinic, Rochester, MN, USA
| | - Timucin Taner
- 1 Divisions of Transplantation Surgery, William J. von Liebig Transplant Center, Mayo Clinic, Rochester, MN, USA
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8
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Gabriel E, Kim J, Ostapoff KT, Attwood K, Kurenov S, Kuvshinoff B, Hochwald SN, Nurkin SJ. Preoperative survival calculator for resectable hepatocellular carcinoma. J Gastrointest Oncol 2018; 9:316-325. [PMID: 29755771 DOI: 10.21037/jgo.2017.12.03] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Background Estimation of preoperative overall survival (OS) of hepatocellular carcinoma (HCC) may guide surgical decision-making. Methods OS was analyzed using the National Cancer Data Base from 1998-2012. Patients with HCC who underwent wedge resection, lobectomy or extended lobectomy were selected. Patients who had metastatic disease or previous treatment prior to surgery were excluded. Data was randomly allocated to model building (nb =4,364) and validation cohorts (nv =1,091). Multivariable regression analyses of the nb were used to construct prediction models and optimized using nv. Results HCC patients (n=5,455) who underwent curative resection had a median OS of 36 months (95% CI, 34-38 months) with 1- and 3-year OS of 73% (95% CI, 72-74%) and 50% (95% CI, 49-51%), respectively. The patient median age was 65, 66% of patients were male, median tumor size was 60 mm; clinical stage 1 =25%, stage 2 =30% and stage 3 =45%. Alpha fetoprotein (AFP) was elevated in 63% of patients. Factors significant in the prediction model included degree of resection, age, race, tumor size, grade, and histologic subtype. Conclusions A preoperative OS calculator was developed to assist in the treatment evaluation and OS prediction of HCC patients.
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Affiliation(s)
- Emmanuel Gabriel
- Department of Surgery, Section of Surgical Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Jin Kim
- Department of Surgical Oncology, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
| | - Katherine T Ostapoff
- Department of Surgical Oncology, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
| | - Kristopher Attwood
- Department of Biostatistics, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
| | - Sergei Kurenov
- Department of Surgical Oncology, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
| | - Boris Kuvshinoff
- Department of Surgical Oncology, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
| | - Steven N Hochwald
- Department of Surgical Oncology, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
| | - Steven J Nurkin
- Department of Surgical Oncology, Roswell Park Cancer Institute Buffalo, Buffalo, NY, USA
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9
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Hsu CY, Liu PH, Ho SY, Hsia CY, Kudaravalli P, Lee YH, Chiou YY, Tsai YJ, Huang YH, Huo TI. Using nomogram of the Barcelona Clinic Liver Cancer system for treatment selection in patients with stage C hepatocellular carcinoma. BMC Cancer 2018. [PMID: 29540157 PMCID: PMC5852970 DOI: 10.1186/s12885-018-4202-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background The nomogram of the Barcelona Clinic Liver Cancer (BCLC) for hepatocellular carcinoma (HCC) has been used for outcome prediction. Patients with BCLC stage C HCC often undergo anti-cancer therapy against current treatment guidelines in real world practice. We aimed to use the nomogram to provide guidance on treatment selection for BCLC stage C patients. Methods A total of 1317 patients with stage C HCC were retrospectively analyzed and divided into four groups by nomogram points. One-to-one matched pairs between patients receiving different treatments were generated by the propensity score with matching model within these groups. Survival analysis was performed by Kaplan-Meier method with log-rank test. Results Patients with higher nomogram points were more often treated with targeted or supportive therapies (p < 0.001). Patients receiving targeted or supportive therapies had a decreased survival compared to patients undergoing aggressive treatments (surgical resection, ablation, transarterial chemo-embolization or transplantation) across all four groups (p < 0.001). After matching for baseline differences in the propensity model, patients receiving different treatments had comparable age, gender, etiology of liver disease, tumor burden, severity of cirrhosis and performance status. Survival analyses were re-performed and disclosed that patients with nomogram points < 15 had better overall outcome after aggressive treatments (p < 0.05). For patients with nomogram points > 15, there was no significant difference in survival between patients receiving two different treatment strategies. Conclusions The nomogram of BCLC system is a feasible tool to help stage C HCC patients to select primary anti-cancer treatment in pursuance of better overall survival.
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Affiliation(s)
- Chia-Yang Hsu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Internal Medicine, University of Nevada School of Medicine, Reno, NV, USA
| | - Po-Hong Liu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Shu-Yein Ho
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Cheng-Yuan Hsia
- Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Praneeth Kudaravalli
- Department of Internal Medicine, University of Nevada School of Medicine, Reno, NV, USA
| | - Yun-Hsuan Lee
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Yi-You Chiou
- Departments of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Ya-Ju Tsai
- Renown Regional Medical Center, Reno, NV, USA
| | - Yi-Hsiang Huang
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Teh-Ia Huo
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan. .,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan. .,Institute of Pharmacology, National Yang-Ming University School of Medicine, Taipei, Taiwan. .,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.
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10
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Hsu CY, Liu PH, Hsia CY, Lee YH, Nagaria TS, Lee RC, Ho SY, Hou MC, Huo TI. A New Treatment-integrated Prognostic Nomogram of the Barcelona Clinic Liver Cancer System for Hepatocellular Carcinoma. Sci Rep 2017; 7:7914. [PMID: 28801646 PMCID: PMC5554253 DOI: 10.1038/s41598-017-08382-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 07/10/2017] [Indexed: 12/18/2022] Open
Abstract
The nomogram of the Barcelona Clinic Liver Cancer (BCLC) has accurate outcome prediction. This study aims to propose a treatment-integrated nomogram derived from BCLC for patients with hepatocellular carcinoma (HCC). A total of 3,371 patients were randomly grouped into derivation (n = 2,247) and validation (n = 1,124) sets. Multivariate Cox proportional hazards model was used to generate the nomogram from tumor burden, cirrhosis, performance status (PS) and primary anti-cancer treatments. Concordance indices and calibration plots were used to evaluate the performance of nomogram. The derivation and validation sets had the same concordance index of 0.774 (95% confidence intervals: 0.717-0.826 and 0.656-0.874, respectively). In calibration plots, survival distributions predicted by the nomogram and observed by the Kaplan-Meier method were similar at 3- and 5-year for patients from derivation and validation sets. Validation group patients divided into 10 subgroups by the original and new treatment-integrated BCLC nomogram were used to evaluate the prognostic performance of integrating primary anti-cancer treatments. Compared to the nomogram of original BCLC system, the treatment-integrated nomogram of BCLC system had larger linear trend and likelihood ratio X2. In conclusion, based on the results of concordance index tests, integrating primary anti-cancer treatments into the BCLC system provides similar discriminatory ability.
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Affiliation(s)
- Chia-Yang Hsu
- Department of Medicine, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, 112, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan.,Department of Internal Medicine, University of Nevada School of Medicine Reno, 1155 Mill Street, Reno, NV, 89502, USA
| | - Po-Hong Liu
- Department of Medicine, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, 112, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan.,Harvard T.H. Chan School of Public Health, Boston: 677 Huntington Ave, Boston, MA, 02115, USA
| | - Cheng-Yuan Hsia
- Department of Surgery, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, 112, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan
| | - Yun-Hsuan Lee
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan
| | - Teddy S Nagaria
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Medical Sciences Building, 6th Floor, 1 King's College Cir, Toronto, Canada
| | - Rheun-Chuan Lee
- Department of Radiology, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan
| | - Shu-Yein Ho
- Department of Medicine, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, 112, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan
| | - Ming-Chih Hou
- Department of Medicine, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, 112, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan
| | - Teh-Ia Huo
- Department of Medicine, Taipei Veterans General Hospital, Taipei: No 201, Sec. 2, Shipai Rd, Taipei, 112, Taiwan. .,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan. .,Institute of Pharmacology, National Yang-Ming University School of Medicine, Taipei: No 155, Sec. 2, Linong St, Taipei, 112, Taiwan.
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Selby LKE, Tay RXY, Woon WWL, Low JK, Bei W, Shelat VG, Pang TCY, Junnarkar SP. Validity of the Barcelona Clinic Liver Cancer and Hong Kong Liver Cancer staging systems for hepatocellular carcinoma in Singapore. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2017; 24:143-152. [PMID: 28012284 DOI: 10.1002/jhbp.423] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Staging is vital in guiding therapeutic approach in patients diagnosed with hepatocellular carcinoma (HCC). Our study's goal is to compare paradigms in the Barcelona Clinic Liver Cancer (BCLC) and Hong Kong Liver Cancer (HKLC) systems, and evaluate the use of both in a local context, comparing their prognostic ability and therapeutic efficacy in the management of HCC. METHODS Seven hundred and sixty-six patients diagnosed between 2010 and 2015 were identified and staged according to BCLC and HKLC. Both system's performances were compared using Akaike information criterion (AIC), bootstrap concordance-index (c-index), and through Kaplan-Meier survival curves of patients who came under HKLC stages 1, 2, and 3 and the individual BCLC stages. Independent prognostic factors of survival were identified using univariate and multivariate analyses. RESULTS According to AIC and c-index, HKLC (AIC = 5,711, c-index = 0.74) has equivalent prognosticating value as BCLC (AIC = 5,764, c-index = 0.72). Through Kaplan-Meier curves, we determined that more aggressive treatments resulted in better outcomes. Particularly for patients under BCLC stage C, patients who followed the HKLC system's recommended treatments performed markedly better. CONCLUSIONS In our patient population, the HKLC system is comparable to the BCLC system in prognosticating patients, but is suggested to have better performance in guiding treatment.
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Affiliation(s)
- Li Kim E Selby
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Rosanna X Y Tay
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Winston W L Woon
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of General Surgery, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433
| | - Jee Keem Low
- Department of General Surgery, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433
| | - Wang Bei
- Department of General Surgery, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433
| | - Vishalkumar G Shelat
- Department of General Surgery, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433
| | - Tony C Y Pang
- Discipline of Surgery, The University of Sydney, Sydney, NSW, Australia
- Department of Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Sameer P Junnarkar
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of General Surgery, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433
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12
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Al-Abd AM, Aljehani ZK, Gazzaz RW, Fakhri SH, Jabbad AH, Alahdal AM, Torchilin VP. Pharmacokinetic strategies to improve drug penetration and entrapment within solid tumors. J Control Release 2015; 219:269-277. [PMID: 26342660 DOI: 10.1016/j.jconrel.2015.08.055] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2015] [Revised: 08/09/2015] [Accepted: 08/28/2015] [Indexed: 02/08/2023]
Abstract
Despite the discovery of a large number of anticancer agents, cancer still remains among the leading causes of death since the middle of the twentieth century. Solid tumors possess a high degree of genetic instability and emergence of treatment resistance. Tumor resistance has emerged for almost all approved anticancer drugs and will most probably emerge for newly discovered anticancer agents as well. The use of pharmacokinetic approaches to increase anticancer drug concentrations within the solid tumor compartment and prolong its entrapment might diminish the possibility of resistance emergence at the molecular pharmacodynamic level and might even reverse tumor resistance. Several novel treatment modalities such as metronomic therapy, angiogenesis inhibitors, vascular disrupting agents and tumor priming have been introduced to improve solid tumor treatment outcomes. In the current review we will discuss the pharmacokinetic aspect of these treatment modalities in addition to other older treatment modalities, such as extracellular matrix dissolving agents, extracellular matrix synthesis inhibitors, chemoembolization and cellular efflux pump inhibition. Many of these strategies showed variable degrees of success/failure; however, reallocating these modalities based on their influence on the intratumoral pharmacokinetics might improve their understanding and treatment outcomes.
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Affiliation(s)
- Ahmed M Al-Abd
- Department of Pharmacology, Medical Division, National Research Centre, Dokki, Giza, Egypt; Center for Pharmaceutical Biotechnology and Nanomedicine (CPBN), Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA; Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Zekra K Aljehani
- Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Rana W Gazzaz
- Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Sarah H Fakhri
- Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Aisha H Jabbad
- Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | - Vladimir P Torchilin
- Center for Pharmaceutical Biotechnology and Nanomedicine (CPBN), Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA; Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia.
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