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Combined Preoperative ALBI and FIB-4 Is Associated with Recurrence of Hepatocellular Carcinoma After Curative Hepatectomy

  • Original Article
  • Published:
Journal of Gastrointestinal Surgery

Abstract

Background and Purpose

Chronic inflammatory response is a risk factor for hepatocarcinogenesis and recurrence. This study aimed to develop a nomogram incorporating the combined albumin-bilirubin (ALBI) and fibrosis-4 (FIB-4) scores and the peritumoral inflammation score (PIS) to predict postoperative recurrence-free survival (RFS) of hepatocellular carcinoma (HCC).

Methods

The prognostic roles of preoperative ALBI and FIB-4 scores for HCC recurrence were investigated, and a nomogram was developed. The predictive ability of the nomogram was compared with the American Joint Commission on Cancer (AJCC) and Barcelona Clinic Liver Cancer (BCLC) staging systems for HCC. Necroinflammatory activity in the peritumoral liver tissues was evaluated by hematoxylin and eosin (H&E) staining.

Results

Combined ALBI and FIB-4 was associated with PIS in the training and validation cohorts (r = 0.342 and 0.473, both P < 0.001), and all of the scores exhibited predictive value for RFS of HCC. The independent predictive factors of RFS such as AFP, tumor number, tumor size, microvascular invasion, PIS, and combined ALBI and FIB-4 were included in the corresponding nomogram. In the training cohort, the C-index of the RFS nomogram was 0.722. ROC analyses showed that the RFS nomogram had a larger AUC (0.739) than the AJCC and BCLC staging systems. These results were verified by the validation cohort.

Conclusions

The proposed nomogram incorporating PIS and combined ALBI and FIB-4 was associated with recurrence for HCC following curative hepatectomy.

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References

  1. Siegel RL, Miller KD, Jemal A. Cancer Statistics, 2017. CA Cancer J Clin 2017; 67:7–30.

    Article  PubMed  Google Scholar 

  2. Maluccio M, Covey A. Recent progress in understanding, diagnosing, and treating hepatocellular carcinoma. CA Cancer J Clin 2012; 62:394–399.

    Article  PubMed  Google Scholar 

  3. Sherman M: Recurrence of hepatocellular carcinoma. N Engl J Med 2008, 359(19):2045–2047.

    Article  CAS  PubMed  Google Scholar 

  4. Bruix J, Gores GJ, Mazzaferro V. Hepatocellular carcinoma: clinical frontiers and perspectives. Gut 2014; 63: 844–855.

    Article  CAS  PubMed  Google Scholar 

  5. Liao R, Tang ZW, Li DW, Luo SQ, Huang P, Du CY. Preoperative neutrophil-to-lymphocyte ratio predicts recurrence of patients with single-nodule small hepatocellular carcinoma following curative resection: a retrospective report. World J Surg Oncol 2015; 13:265.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Liao R, Jiang N, Tang ZW, Li DW, Huang P, Luo SQ, Gong JP, Du CY. Systemic and intratumoral balances between monocytes/macrophages and lymphocytes predict prognosis in hepatocellular carcinoma patients after surgery. Oncotarget 2016; 7:30951–30961

    PubMed  PubMed Central  Google Scholar 

  7. Liao R, Fu YP, Wang T, Deng ZG, Li DW, Fan J, Zhou J, Feng GS, Qiu SJ, Du CY. Metavir and FIB-4 scores are associated with patient prognosis after curative hepatectomy in hepatitis B virus-related hepatocellular carcinoma: a retrospective cohort study at two centers in China. Oncotarget 2017; 8:1774–1787.

    PubMed  Google Scholar 

  8. Hoshida Y, Fuchs BC, Bardeesy N, Baumert TF, Chung RT. Pathogenesis and prevention of hepatitis C virus-induced hepatocellular carcinoma. J Hepatol 2014; 61: S79–90.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Hernandez-Gea V, Toffanin S, Friedman SL, Llovet JM. Role of the microenvironment in the pathogenesis and treatment of hepatocellular carcinoma. Gastroenterology 2013; 144: 512–527.

    Article  PubMed  Google Scholar 

  10. Johnson PJ, Berhane S, Kagebayashi C, Satomura S, Teng M, Reeves HL, O'Beirne J, Fox R, Skowronska A, Palmer D, Yeo W, Mo F, Lai P, Iñarrairaegui M, Chan SL, Sangro B, Miksad R, Tada T, Kumada T, Toyoda H. Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade. J Clin Oncol 2015; 33: 550–558.

    Article  PubMed  Google Scholar 

  11. Hiraoka A, Kumada T, Michitaka K, Toyoda H, Tada T, Ueki H, Kaneto M, Aibiki T, Okudaira T, Kawakami T, Kawamura T, Yamago H, Suga Y, Miyamoto Y, Tomida H, Azemoto N, Mori K, Miyata H, Ninomiya T, Kawasaki H. Usefulness of albumin-bilirubin grade for evaluation of prognosis of 2584 Japanese patients with hepatocellular carcinoma. J Gastroenterol Hepatol 2016; 31:1031–1036.

    Article  CAS  PubMed  Google Scholar 

  12. Chan AW, Kumada T, Toyoda H, Tada T, Chong CC, Mo FK, Yeo W, Johnson PJ, Lai PB, Chan AT, To KF, Chan SL. Integration of albumin-bilirubin (ALBI) score into Barcelona Clinic Liver Cancer (BCLC) system for hepatocellular carcinoma. J Gastroenterol Hepatol 2016, 31: 1300–1306.

    Article  CAS  PubMed  Google Scholar 

  13. Wang YY, Zhong JH, Su ZY, Huang JF, Lu SD, Xiang BD, Ma L, Qi LN, Ou BN, Li LQ. Albumin-bilirubin versus Child-Pugh score as a predictor of outcome after liver resection for hepatocellular carcinoma. Br J Surg 2016; 103:725–734.

    Article  CAS  PubMed  Google Scholar 

  14. Sterling RK, Lissen E, Clumeck N, Sola R, Correa MC, Montaner J, M SS, Torriani FJ, Dieterich DT, Thomas DL, Messinger D, Nelson M, APRICOT Clinical Investigators. Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection. Hepatology 2006; 43:1317–1325.

    Article  CAS  PubMed  Google Scholar 

  15. Liao R, Sun J, Wu H, Yi Y, Wang JX, He HW, Cai XY, Zhou J, Cheng YF, Fan J, Qiu SJ. High expression of IL-17 and IL-17RE associate with poor prognosis of hepatocellular carcinoma. J Exp Clin Cancer Res 2013; 32:3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Ishak K, Baptista A, Bianchi L, Callea F, De Groote J, Gudat F, Denk H, Desmet V, Korb G, MacSween RN, Phillips MJ, Portmann BG, Poulsen H, Scheuer PJ, Schmid M, Thaler H. Histological grading and staging of chronic hepatitis. J Hepatol 1995; 22: 696–699.

    Article  CAS  PubMed  Google Scholar 

  17. Jing YY, Liu WT, Guo SW, Ye F, Fan QM, Yu GF, Yu DD, Gao L, Sun K, Han ZP, Li R, Yang Y, Zhao QD, Wu MC. Hepatitis B virus (HBV) receptors: Deficiency in tumor results in scant HBV infection and overexpression in peritumor leads to higher recurrence risk. Oncotarget 2015; 6: 42952–42962.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Edge SB, Compton CC. The American Joint Committee on Cancer: the 7th edition of the AJCC cancer staging manual and the future of TNM. Ann Surg Oncol 2010; 17:1471–1474.

    Article  PubMed  Google Scholar 

  19. Cillo U, Vitale A, Grigoletto F, Farinati F, Brolese A, Zanus G, Neri D, Boccagni P, Srsen N, D'Amico F, Ciarleglio FA, Bridda A, D'Amico DF. Prospective validation of the Barcelona Clinic Liver Cancer staging system. J Hepatol 2006; 44:723–731.

    Article  PubMed  Google Scholar 

  20. Li YW, Qiu SJ, Fan J, Zhou J, Gao Q, Xiao YS, Xu YF. Intratumoral neutrophils: a poor prognostic factor for hepatocellular carcinoma following resection. J Hepatol 2011; 54: 497–505.

    Article  CAS  PubMed  Google Scholar 

  21. Imamura H, Matsuyama Y, Tanaka E, Ohkubo T, Hasegawa K, Miyagawa S, Sugawara Y, Minagawa M, Takayama T, Kawasaki S, Makuuchi M. Risk factors contributing to early and late phase intrahepatic recurrence of hepatocellular carcinoma after hepatectomy. J Hepatol 2003; 38:200–207.

    Article  PubMed  Google Scholar 

  22. Shoaei SD, Sali S, Karamipour M, Riahi E. Non-invasive histologic markers of liver disease in patients with chronic hepatitis B. Hepat Mon 2014; 14: e14228.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Poynard T, Bedossa P Age and platelet count: a simple index for predicting the presence of histological lesions in patients with antibodies to hepatitis C virus. METAVIR and CLINIVIR Cooperative Study Groups. J Viral Hepat 1997; 4:199–208.

    Article  CAS  PubMed  Google Scholar 

  24. Sheth SG, Flamm SL, Gordon FD, Chopra S. AST/ALT ratio predicts cirrhosis in patients with chronic hepatitis C virus infection. Am J Gastroenterol 1998; 93: 44–48.

    Article  CAS  PubMed  Google Scholar 

  25. Cheong JY, Kim DJ, Hwang SG, Yang JM, Kim YB, Park YN, Cho SW. Serum markers for necroinflammatory activity in patients with chronic viral hepatitis and normal or mildly elevated aminotransferase levels. Liver Int 2011; 31: 1352–1358.

    Article  CAS  PubMed  Google Scholar 

  26. Seki E, Schwabe RF. Hepatic inflammation and fibrosis: functional links and key pathways. Hepatology 2015; 61: 1066–1079.

    Article  PubMed  Google Scholar 

  27. Ripoche J. Blood platelets and inflammation: their relationship with liver and digestive diseases. Clin Res Hepatol Gastroenterol 2011; 35:353–357.

    Article  CAS  PubMed  Google Scholar 

  28. Yang SL, Liu LP, Yang S, Liu L, Ren JW, Fang X, Chen GG, Lai PB. Preoperative serum alpha-fetoprotein and prognosis after hepatectomy for hepatocellular carcinoma. Br J Surg 2016; 103: 716–724.

    Article  CAS  PubMed  Google Scholar 

  29. Zhao H, Chen C, Fu X, Yan X, Jia W, Mao L, Jin H, Qiu Y. Prognostic value of a novel risk classification of microvascular invasion in patients with hepatocellular carcinoma after resection. Oncotarget 2017; 8: 5474–5486.

    PubMed  Google Scholar 

  30. Shah SA, Greig PD, Gallinger S, Cattral MS, Dixon E, Kim RD, Taylor BR, Grant DR, Vollmer CM. Factors associated with early recurrence after resection for hepatocellular carcinoma and outcomes. J Am Coll Surg 2006; 202: 275–283.

    Article  PubMed  Google Scholar 

  31. Liu PH, Hsu CY, Hsia CY, Lee YH, Su CW, Huang YH, Lee FY, Lin HC, Huo TI. Prognosis of hepatocellular carcinoma: Assessment of eleven staging systems. J Hepatol 2016; 64: 601–608.

    Article  CAS  PubMed  Google Scholar 

  32. Liao R, Sun TW, Yi Y, Wu H, Li YW, Wang JX, Zhou J, Shi YH, Cheng YF, Qiu SJ, Fan J. Expression of TREM-1 in hepatic stellate cells and prognostic value in hepatitis B-related hepatocellular carcinoma. Cancer Sci 2012; 103: 984–992.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Liao R, Wu H, Yi Y, Wang JX, Cai XY, He HW, Cheng YF, Zhou J, Fan J, Sun J, Qiu SJ. Clinical significance and gene expression study of human hepatic stellate cells in HBV related-hepatocellular carcinoma. J Exp Clin Cancer Res 2013; 32:22.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Zhu XD, Zhang JB, Zhuang PY, Zhu HG, Zhang W, Xiong YQ, Wu WZ, Wang L, Tang ZY, Sun HC. High expression of macrophage colony-stimulating factor in peritumoral liver tissue is associated with poor survival after curative resection of hepatocellular carcinoma. J Clin Oncol 2008; 26: 2707–2716.

    Article  PubMed  Google Scholar 

  35. Ji J, Eggert T, Budhu A, Forgues M, Takai A, Dang H, Ye Q, Lee JS, Kim JH, Greten TF, Wang XW. Hepatic stellate cell and monocyte interaction contributes to poor prognosis in hepatocellular carcinoma. Hepatology 2015; 62: 481–495.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This research was supported by National Key Clinical Specialist Construction Programs of China (No. 2012-649); National Natural Science Foundation of China (No. 81301656), and Key Basic and Advanced Research Project of Science and Technology Commission of Chongqing Municipality (No. cstc2017jcyjBX0010).

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Authors and Affiliations

Authors

Contributions

Rui Liao did the conceptualization, formal analysis, funding acquisition, and writing-original draft. De-Wei Li did the data analysis and data collection. Cheng-You Du and Ming Li did the data analysis, project administration, funding acquisition, writing-review, and editing.

Corresponding author

Correspondence to Cheng-You Du.

Electronic supplementary material

Table S1

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Table S2

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Table S3

(DOC 15 kb)

Figure S1

Kaplan-Meier survival curves of recurrence-free survival (RFS) of ALBI (A and B) and FIB-4 (C and D) in the training cohort (A and C) and the validation cohorts (B and D), respectively. (GIF 21 kb)

High resolution image (TIF 3567 kb)

Figure S2

Kaplan-Meier survival curves of recurrence-free survival (RFS) of AJCC (A and B) and BCLC (C and D) in the training cohort (A and C) and the validation cohorts (B and D), respectively. (GIF 22 kb)

High resolution image (TIF 3324 kb)

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Liao, R., Li, DW., Du, CY. et al. Combined Preoperative ALBI and FIB-4 Is Associated with Recurrence of Hepatocellular Carcinoma After Curative Hepatectomy. J Gastrointest Surg 22, 1679–1687 (2018). https://doi.org/10.1007/s11605-018-3810-1

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  • DOI: https://doi.org/10.1007/s11605-018-3810-1

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