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Yang J, Zhou H, Li H, Zhao F, Tong K. Nomogram incorporating prognostic immune-inflammatory-nutritional score for survival prediction in pancreatic cancer: a retrospective study. BMC Cancer 2024; 24:193. [PMID: 38347528 PMCID: PMC10860224 DOI: 10.1186/s12885-024-11948-w] [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: 12/21/2023] [Accepted: 02/02/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Prognosis prediction for pancreatic cancer has always been difficult in clinical practice because of its high heterogeneity and mortality. The aim of the study was to assess the value of prognostic immune-inflammatory-nutritional (PIIN) score on overall survival (OS) in postoperative patients with pancreatic cancer and to develop a nomogram incorporating PIIN score. METHODS This study retrospectively analyzed the clinic pathological data of 155 patients with pancreatic cancer who underwent radical surgery. PIIN score was calculated by measuring the fibrinogen (FIB), neutrophil to lymphocyte ratio (NLR), systemic immune-inflammation index (SII), albumin-bilirubin (ALBI) score, and prognostic nutritional index (PNI). Patients were divided into two groups by PIIN score levels over a threshold of 37.2. Univariate and multivariate analysis were performed using the Cox regression analysis model. The time-dependent receiver operating characteristic (ROC) curve was plotted to compare the prognostic values of the scoring systems. Finally, a nomogram based on PIIN score was constructed and validated. RESULTS Multivariate regression analysis showed that PIIN score (hazard ratio (HR) = 2.171, 95% confidence interval (CI) = 1.207-3.906, P = 0.010), lymphovascular invasion (HR = 1.663, 95% CI = 1.081-2.557, P = 0.021), poor tumor grade (HR = 2.577, 95% CI = 1.668-3.982, P < 0.001), bad TNM stage (I vs. II: HR = 1.791, 95% CI = 1.103-2.906, P = 0.018; I vs. III: HR = 4.313, 95% CI = 2.365-7.865, P < 0.001) and without adjuvant chemotherapy (HR = 0.552, 95% CI = 0.368-0.829, P = 0.004) were independent risk factors for OS. The time-dependent ROC curves revealed that PIIN score was better than the other scoring systems in predicting survival prognosis. And last, the nomogram established from independent factors such as PIIN score had good predictive power for OS. The ROC curve results showed that the AUC values for 1, 3 and 5 years were 0.826, 0.798 and 0.846, respectively. The calibration plots showed the superior clinical applicability of the nomogram. CONCLUSION The nomogram model based on PIIN score can be utilized as one of the prognosis stratifications as well as postoperative follow-up for the development of individual treatment for pancreatic cancer.
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Affiliation(s)
- Jie Yang
- Department of Hepatobiliary and Pancreatic Surgery, First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 Zhonghuan South Road, Jiaxing, Zhejiang, 314000, China
| | - Hongkun Zhou
- Department of Hepatobiliary and Pancreatic Surgery, First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 Zhonghuan South Road, Jiaxing, Zhejiang, 314000, China
| | - Huangbao Li
- Department of Hepatobiliary and Pancreatic Surgery, First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 Zhonghuan South Road, Jiaxing, Zhejiang, 314000, China
| | - Fengqing Zhao
- Department of Hepatobiliary and Pancreatic Surgery, First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 Zhonghuan South Road, Jiaxing, Zhejiang, 314000, China
| | - Kun Tong
- Department of Hepatobiliary and Pancreatic Surgery, First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 Zhonghuan South Road, Jiaxing, Zhejiang, 314000, China.
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Ho SY, Liu PH, Hsu CY, Huang YH, Liao JI, Su CW, Hou MC, Huo TI. Comparison of Four Albumin-Based Liver Reserve Models (ALBI/EZ-ALBI/PALBI/PAL) against MELD for Patients with Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization. Cancers (Basel) 2023; 15:1925. [PMID: 37046586 PMCID: PMC10093004 DOI: 10.3390/cancers15071925] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 03/16/2023] [Accepted: 03/20/2023] [Indexed: 04/14/2023] Open
Abstract
(1) Background: The severity of liver functional reserve plays an important role in the management of hepatocellular carcinoma (HCC). Noninvasive models such as the model for end-stage liver disease (MELD), albumin-bilirubin (ALBI) grade and easy (EZ)-ALBI grade, platelet-albumin-bilirubin (PALBI) and platelet-albumin (PAL) are used to evaluate liver dysfunction. We aimed to compare the prognostic performance of these four albumin-based models against MELD in HCC patients undergoing transarterial chemoembolization (TACE). (2) Methods: A total of 1038 treatment naïve HCC patients who received TACE as the primary treatment were enrolled. A multivariate Cox model was used to determine independent survival predictors. (3) Results: Multivariate analysis revealed that higher serum creatinine and α-fetoprotein level, vascular invasion, large tumor size, ALBI grades 2-3, EZ-ALBI grades 2-3, PALBI grades 2-3, PAL grades 2-3, but not the MELD score, were independent predictors associated with decreased survival in different Cox models. Among these models, the PALBI grade had the highest homogeneity and lowest corrected Akaike information criteria value, followed by EZ-ALBI, PAL, ALBI and, lastly, MELD. (4) Conclusions: All four albumin-based liver reserve models are better prognostic tools than MELD score in HCC patients undergoing TACE. Of these, the PALBI score is the best model to evaluate the liver reserve and should be considered a surrogate marker in these patients.
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Affiliation(s)
- Shu-Yein Ho
- Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, Taoyuan 33044, Taiwan
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 11217, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Po-Hong Liu
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Chia-Yang Hsu
- Department of Medicine, Renown Medical Center, Reno, NV 89502, USA
| | - Yi-Hsiang Huang
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Jia-I Liao
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Chien-Wei Su
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Ming-Chih Hou
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Teh-Ia Huo
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 11217, Taiwan
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan
- Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
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Jeng LB, Chan WL, Teng CF. Prognostic Significance of Serum Albumin Level and Albumin-Based Mono- and Combination Biomarkers in Patients with Hepatocellular Carcinoma. Cancers (Basel) 2023; 15:cancers15041005. [PMID: 36831351 PMCID: PMC9953807 DOI: 10.3390/cancers15041005] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 01/31/2023] [Accepted: 02/03/2023] [Indexed: 02/08/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the predominant form of primary liver cancer. Although many surgical and nonsurgical therapeutic options have been established for treating HCC, the overall prognosis for HCC patients receiving different treatment modalities remains inadequate, which causes HCC to remain among the most life-threatening human cancers worldwide. Therefore, it is vitally important and urgently needed to develop valuable and independent prognostic biomarkers for the early prediction of poor prognosis in HCC patients, allowing more time for more timely and appropriate treatment to improve the survival of patients. As the most abundant protein in plasma, human serum albumin (ALB) is predominantly expressed by the liver and exhibits a wide variety of essential biological functions. It has been well recognized that serum ALB level is a significant independent biomarker for a broad spectrum of human diseases including cancer. Moreover, ALB has been commonly used as a potent biomaterial and therapeutic agent in clinical settings for the treatment of various human diseases. This review provides a comprehensive summary of the evidence from the up-to-date published literature to underscore the prognostic significance of serum ALB level and various ALB-based mono- and combination biomarkers in the prediction of the prognosis of HCC patients after treatment with different surgical, locoregional, and systemic therapies.
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Affiliation(s)
- Long-Bin Jeng
- Organ Transplantation Center, China Medical University Hospital, Taichung 404, Taiwan
- Department of Surgery, China Medical University Hospital, Taichung 404, Taiwan
- Cell Therapy Center, China Medical University Hospital, Taichung 404, Taiwan
| | - Wen-Ling Chan
- Department of Bioinformatics and Medical Engineering, Asia University, Taichung 413, Taiwan
- Epigenome Research Center, China Medical University Hospital, Taichung 404, Taiwan
| | - Chiao-Fang Teng
- Organ Transplantation Center, China Medical University Hospital, Taichung 404, Taiwan
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404, Taiwan
- Program for Cancer Biology and Drug Development, China Medical University, Taichung 404, Taiwan
- Research Center for Cancer Biology, China Medical University, Taichung 404, Taiwan
- Correspondence: ; Tel.: +886-4-2205-2121; Fax: +886-4-2202-9083
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Ho SY, Yuan MH, Liu PH, Hsu CY, Huang YH, Liao JI, Su CW, Wang CL, Hou MC, Huo TI. Cryptogenic hepatocellular carcinoma: characteristics, outcome, and prognostic role of albumin-bilirubin (ALBI) grade vs easy ALBI grade. Scand J Gastroenterol 2023; 58:61-69. [PMID: 35830511 DOI: 10.1080/00365521.2022.2098052] [Citation(s) in RCA: 5] [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]
Abstract
BACKGROUND The characteristics and prognosis of cryptogenic hepatocellular carcinoma (HCC) remain unclear. The albumin-bilirubin (ALBI) grade and its updated version, the easy ALBI (EZ-ALBI) grade, are important prognostic predictors for HCC. We aimed to investigate the long-term survival of patients with cryptogenic HCC and the prognostic role of ALBI and EZ-ALBI grade in these patients. METHODS A prospective cohort of 2,937 HCC patients with viral or cryptogenic etiology were retrospectively analyzed. The multivariate Cox model was used to determine prognostic predictors. RESULTS Cryptogenic HCC patients were often older and diabetic, had lower serum ɑ-fetoprotein (AFP) levels, larger tumor burden, poor performance status, advanced cancer stage, and received non-curative treatments compared with hepatitis B or C-related HCC. The Cox analysis showed that age > 65 years, serum AFP > 400 ng/mL, presence of vascular invasion or distant metastasis, presence of ascites, performance status 2-4, ALBI grade 2 and 3, EZ-ALBI grade 2 and 3, and non-curative treatment, were independent predictors of decreased survival in cryptogenic HCC (p < .001). Significant survival differences were found across ALBI grade and EZ-ALBI grade in cryptogenic HCC and subgroup patients receiving curative or non-curative treatments. The Cancer of Liver Italian Program was the best staging system for patients with cryptogenic HCC. CONCLUSIONS Patients with cryptogenic HCC have a larger tumor burden and advanced cancer stage at disease presentation compared with those with viral HCC. The ALBI and EZ-ALBI score are robust models to evaluate liver functional reserve for these patients independent of treatment modality.
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Affiliation(s)
- Shu-Yein Ho
- Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, Taoyuan, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Mei-Hsia Yuan
- National Health Insurance Administration, Taipei, Taiwan
| | - Po-Hong Liu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Chia-Yang Hsu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,VA Sierra Nevada Health Care System, Reno, Nevada, USA
| | - Yi-Hsiang Huang
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jia-I Liao
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chien-Wei Su
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chia-Lin Wang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ming-Chih Hou
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Teh-Ia Huo
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei, Taiwan
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Toyoda H, Johnson PJ. The ALBI score: From liver function in patients with HCC to a general measure of liver function. JHEP Rep 2022; 4:100557. [PMID: 36124124 PMCID: PMC9482109 DOI: 10.1016/j.jhepr.2022.100557] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/21/2022] [Accepted: 07/22/2022] [Indexed: 01/27/2023] Open
Abstract
The (albumin-bilirubin) ‘ALBI’ score is an index of ‘liver function’ that was recently developed to assess prognosis in patients with hepatocellular carcinoma, irrespective of the degree of underlying liver fibrosis. Other measures of liver function, such as model for end-stage liver disease (MELD) and Child-Pugh score, which were introduced for specific clinical scenarios, have seen their use extended to other areas of hepatology. In the case of ALBI, its application has been increasingly extended to chronic liver disease in general and in some instances to non-liver diseases where it has proven remarkably accurate in terms of prognosis. With respect to chronic liver disease, numerous publications have shown that ALBI is highly prognostic in patients with all types and stages of chronic liver disease. Outside of liver disease, ALBI has been reported as being of prognostic value in conditions ranging from chronic heart failure to brain tumours. Whilst in several of these reports, explanations for the relationship of liver function to a clinical condition have been proposed, it has to be acknowledged that the specificity of ALBI for liver function has not been clearly demonstrated. Nonetheless, and similar to the MELD and Child-Pugh scores, the lack of any mechanistic basis for ALBI’s clinical utility does not preclude it from being clinically useful in certain situations. Why albumin and bilirubin levels, or a combination thereof, are prognostic in so many different diseases should be studied in the future.
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Affiliation(s)
- Hidenori Toyoda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Philip J Johnson
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
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Ko CC, Ho SY, Liu PH, Hsu CY, Hsia CY, Huang YH, Su CW, Lei HJ, Lee RC, Hou MC, Huo TI. Dual hepatitis B and C-associated hepatocellular carcinoma: clinical characteristics, outcome, and prognostic role of albumin-bilirubin grade. Int J Clin Oncol 2022; 27:739-748. [PMID: 35119581 DOI: 10.1007/s10147-022-02117-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 01/06/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Albumin-bilirubin (ALBI) grade is used to evaluate the outcome of patients with hepatocellular carcinoma (HCC) which is often associated with chronic hepatitis B virus (HBV) or hepatitis C virus (HCV) infection. This study aimed to investigate the clinical characteristics, outcome, and prognostic role of ALBI grade in dual HBV/HCV-related HCC. METHODS A total 3341 HCC patients with viral etiology were prospectively enrolled and retrospectively analyzed. Multivariate Cox proportional hazards model was used to identify independent prognostic predictors. RESULTS Of all patients, 2083 (62%), 1068 (32%), and 190 (6%) patients had HBV, HCV, and dual HBV/HCV infection, respectively. The mean age of HBV, HCV, and dual virus group was 60, 68, and 64 years (p < 0.001), respectively. There was no significant survival difference between HBV, HCV, and dual HBV/HCV-related HCC group (p = 0.712). Multivariate Cox analysis in dual HBV/HCV-related HCC showed that multiple tumors [hazard ratio (HR): 1.537, p = 0.044], tumor size >3 cm (HR 2.014, p = 0.044), total tumor volume (TTV) >50 cm3 (HR 3.050, p < 0.001), vascular invasion (HR 3.258, p < 0.001), performance status 2-4 (HR 2.232, p < 0.001), ALBI grade 2-3 (HR 2.177, p < 0.001), and BCLC stage B-D (HR 2.479, p < 0.001) were independent predictors of poor survival. CONCLUSIONS Dual viral infection does not accelerate the development of HCC in HBV carriers. Patient survival is similar between dual HBV/HCV-related HCC and single HBV- or HCV-related HCC group. The ALBI grade is a robust prognostic model in dual virus-related HCC to discriminate patient long-term survival.
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Affiliation(s)
- Chih-Chieh Ko
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Shu-Yein Ho
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, Taoyuan, Taiwan, ROC
| | - Po-Hong Liu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Chia-Yang Hsu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,VA Sierra Nevada Health Care System, Reno, NV, USA
| | - Cheng-Yuan Hsia
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Yi-Hsiang Huang
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Chien-Wei Su
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Hao-Jan Lei
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
| | - Rheun-Chuan Lee
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.,Department of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
| | - Ming-Chih Hou
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Teh-Ia Huo
- Department of Medical Research, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Taipei, 11217, Taiwan, ROC. .,Institute of Pharmacology, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan, ROC.
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Akarapatima K, Chang A, Prateepchaiboon T, Pungpipattrakul N, Songjamrat A, Pakdeejit S, Rattanasupar A, Piratvisuth T. Predictive Outcomes Using Child-Turcotte-Pugh and Albumin-Bilirubin Scores in Patients with Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization. J Gastrointest Cancer 2021; 53:1006-1013. [PMID: 34761340 DOI: 10.1007/s12029-021-00743-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/22/2021] [Indexed: 02/08/2023]
Abstract
INTRODUCTION We assessed the ability of the Child-Turcotte-Pugh score and the albumin-bilirubin grade to predict the outcomes of hepatocellular carcinoma (HCC) in patients treated with transarterial chemoembolization. METHODS We retrospectively assessed 158 patients with HCC who underwent transarterial chemoembolization. The ability of the Child-Turcotte-Pugh score and the albumin-bilirubin grade to predict patient survival was assessed using the Kaplan-Meier method. The Cox proportional hazards model was used to evaluate survival-predictive variables and the relationship between the obtained score and overall survival. RESULTS Child-Turcotte-Pugh A (n = 102 (64.6%)) patients showed better overall survival than Child-Turcotte-Pugh B (n = 56 (35.4%)) patients (log-rank P = 0.017), while no significant difference in the overall survival between albumin-bilirubin ≤ 1 (n = 37 (23.4%)) and albumin-bilirubin > 1 (n = 121 (76.6%)) was detected (log-rank P = 0.140). Multivariate analysis identified alcoholic liver disease (P = 0.029), tumor size > 5 cm (P = 0.004), and serum alpha-fetoprotein > 200 ng/mL (P < 0.001) as independent predictive factors of mortality risk. A higher Child-Turcotte-Pugh score was positively associated with decreased overall survival (P = 0.031); however, a higher albumin-bilirubin grade showed marginally significant association (P = 0.088). CONCLUSIONS The Child-Turcotte-Pugh score precisely categorized the outcomes of HCC in patients undergoing transarterial chemoembolization, and cirrhotic patients with Child-Turcotte-Pugh A will have a better overall survival than those with Child-Turcotte-Pugh B, regardless of HCC status. These results suggest that the Child-Turcotte-Pugh classification system is a more powerful tool to predict patient outcomes than the albumin-bilirubin grading system.
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Affiliation(s)
- Keerati Akarapatima
- Division of Gastroenterology, Department of Internal Medicine, Hatyai Hospital, Songkhla, 90110, Thailand
| | - Arunchai Chang
- Division of Gastroenterology, Department of Internal Medicine, Hatyai Hospital, Songkhla, 90110, Thailand.
| | | | | | - Apiradee Songjamrat
- Division of Intervention Radiology, Department of Radiology, Hatyai Hospital, Songkhla, Thailand
| | - Songklod Pakdeejit
- Division of Intervention Radiology, Department of Radiology, Hatyai Hospital, Songkhla, Thailand
| | - Attapon Rattanasupar
- Division of Gastroenterology, Department of Internal Medicine, Hatyai Hospital, Songkhla, 90110, Thailand
| | - Teerha Piratvisuth
- NKC Institute of Gastroenterology and Hepatology, Faculty of Medicine, Songklanagarind Hospital, Prince of Songkhla University, Songkhla, Thailand
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Demirtas CO, D’Alessio A, Rimassa L, Sharma R, Pinato DJ. ALBI grade: Evidence for an improved model for liver functional estimation in patients with hepatocellular carcinoma. JHEP Rep 2021; 3:100347. [PMID: 34505035 PMCID: PMC8411239 DOI: 10.1016/j.jhepr.2021.100347] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/19/2021] [Accepted: 07/22/2021] [Indexed: 01/27/2023] Open
Abstract
Hepatocellular carcinoma (HCC) usually arises in the context of a chronically damaged liver. Liver functional estimation is of paramount importance in clinical decision making. The Child-Pugh score (CPS) can be used to categorise patients into 3 classes (A to C) based on the severity of liver functional impairment according to 5 parameters (albumin, bilirubin, prothrombin time, presence of ascites and hepatic encephalopathy). The albumin-bilirubin (ALBI) grade has emerged as an alternative, reproducible and objective measure of liver functional reserve in patients with HCC, defining worsening liver impairment across 3 grades (I to III). The ALBI score can identify different subgroups of patients with different prognoses across the diverse Barcelona Clinic Liver Cancer stages and CP classes, making it an appealing clinical predictor. In patients treated with potentially curative approaches (resection, transplantation, radiofrequency ablation, microwave ablation), ALBI grade has been shown to correlate with survival, tumour relapse, and post-hepatectomy liver failure. ALBI grade also predicts survival, toxicity and post-procedural liver failure in patients treated with transarterial chemoembolisation, radioembolisation, external beam radiotherapy as well as multi-kinase inhibitors (sorafenib, lenvatinib, cabozantinib, regorafenib) and immune checkpoint inhibitor therapy. In this review, we summarise the body of evidence surrounding the role of ALBI grade as a biomarker capable of optimising patient selection and therapeutic sequencing in HCC.
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Key Words
- ALBI, albumin-bilirubin
- APRI, aspartate aminotransferase to platelet count index
- BCLC, Barcelona Clinic Liver Cancer
- CLD, chronic liver disease
- CPS, Child-Pugh score
- Child-Pugh
- HCC
- HCC, hepatocellular carcinoma
- ICIs, immune checkpoint inhibitors
- LT, liver transplantation
- MELD, model for end-stage liver disease
- ORR, objective response rate
- OS, overall survival
- PHLF, post-hepatectomy liver failure
- RFS, recurrence-free survival
- TACE, transarterial chemoembolisation
- TARE, transarterial radioembolisation
- cirrhosis
- liver function
- mAb, monoclonal antibody
- prognosis
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Affiliation(s)
- Coskun O. Demirtas
- Marmara University, School of Medicine, Department of Gastroenterology, Istanbul, Turkey
| | - Antonio D’Alessio
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Rohini Sharma
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - David J. Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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Müller L, Hahn F, Mähringer-Kunz A, Stoehr F, Gairing SJ, Foerster F, Weinmann A, Galle PR, Mittler J, Pinto dos Santos D, Pitton MB, Düber C, Kloeckner R. Refining Prognosis in Chemoembolization for Hepatocellular Carcinoma: Immunonutrition and Liver Function. Cancers (Basel) 2021; 13:3961. [PMID: 34439116 PMCID: PMC8392843 DOI: 10.3390/cancers13163961] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 07/30/2021] [Accepted: 08/02/2021] [Indexed: 02/08/2023] Open
Abstract
A combination of albumin-bilirubin (ALBI) grading and the Prognostic Nutritional Index (PNI) was identified recently as a highly predictive tool for patients with hepatocellular carcinoma (HCC) undergoing tumor ablation. The present study evaluated this combination in patients undergoing transarterial chemoembolization (TACE). Between 2010 and 2020, 280 treatment-naïve patients were retrospectively identified. The influence of ALBI grade, PNI and the novel ALBI-PNI on the median overall survival (OS) was assessed. In the next step, the prognostic ability of the combined approach was compared to established scoring systems. Both ALBI grade 2-3 and a low PNI were highly predictive for median OS (ALBI grade 1-3: 39.0 vs. 16.3 vs. 5.4 months, p < 0.001; high vs. low PNI: 21.4 vs. 7.5, p < 0.001). The combination of both resulted in a median OS of 39.0, 20.1, 10.3, and 5.4 months (p < 0.001). With a Concordance Index (C-Index) of 0.69, ALBI-PNI outperformed each individual score (ALBI 0.65, PNI 0.64) and was also better than BCLC, HAP, mHAP-II, and the Six-and-Twelve score (C-Indices 0.66, 0.60, 0.59, and 0.55). Thus, the easy-to-calculate ALBI-PNI may be a promising stratification tool for patients with HCC undergoing TACE, reflecting both immunonutritive status and liver function.
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Affiliation(s)
- Lukas Müller
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
| | - Felix Hahn
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
| | - Aline Mähringer-Kunz
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
| | - Fabian Stoehr
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
| | - Simon Johannes Gairing
- Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (S.J.G.); (F.F.); (A.W.); (P.R.G.)
| | - Friedrich Foerster
- Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (S.J.G.); (F.F.); (A.W.); (P.R.G.)
| | - Arndt Weinmann
- Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (S.J.G.); (F.F.); (A.W.); (P.R.G.)
| | - Peter Robert Galle
- Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (S.J.G.); (F.F.); (A.W.); (P.R.G.)
| | - Jens Mittler
- Department of General, Visceral and Transplant Surgery, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany;
| | | | - Michael Bernhard Pitton
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
| | - Christoph Düber
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
| | - Roman Kloeckner
- Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany; (L.M.); (F.H.); (A.M.-K.); (F.S.); (M.B.P.); (C.D.)
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