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Prognostic Value of International Normalized Ratio-to-Albumin Ratio and Ferritin Level in Chronic Liver Patients with Hepatocellular Carcinoma

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Abstract

Objective

Hepatocellular carcinoma (HCC) is the sixth among the most common cancers and the fourth among cancer-related causes of death in the world. In the evaluation of liver function in HCC patients, parameters such as albumin-bilirubin, prothrombin time-international normalized ratio (PT-INR) to albumin ratio (PTAR) are used among new methods other than Child–Pugh and MELD scores. Biomarkers are widely used in clinical practice in cases such as diagnosing various diseases, evaluating treatment response and predicting prognosis. We aimed to evaluate the prognostic role of serum ferritin and INR/albumin ratio in patients with chronic liver disease who develop HCC.

Methods

This retrospective study included 534 patients who were followed up with the diagnosis of HCC between 2009 and 2020. The patients with HCC etiology were evaluated in 3 groups (chronic hepatitis B group, chronic hepatitis C group, and other group). When comparing serum ferritin level and prothromin time-international normalized ratio to albumin ratio with Child Pugh score (CTP) in chronic liver patients with HCC, liver functional reserve and its role in predicting prognosis were investigated.

Results

The serum ferritin level was 226 ± 334 in the CTP A group, 239 ± 302 in the CTP B group, and 678 ± 966 in the CTP C group, and the p value was 0.001. The PTAR CTP group was 0.35 ± 0.10, the CTP B group was 0.50 ± 0.26, the CTP C group was 1.18 ± 6.01, and the p value was 0.001. Multivariant analysis results showed that ferritin hazard ratio is 1.00, 95% CI 0.99–1.00, and p value was 0.09, and PTAR hazard ratio is 1.38, 95% CI 2.37–8.00, and p value was 0.49. The etiological distribution of HCC was determined as HBV (61.6%), HCV (19.9%), and other etiologies (18.5%). Significant values were determined for age, gender, glucose, GGT, T. cholesterol, and tumor diameter parameters according to etiological distribution.

Conclusions

Serum ferritin level and PTAR score increased in proportion to the severity of liver disease and were associated with poor prognosis. We think that high serum ferritin and PTAR score is a prognostic biomarker in predicting the synthesis function of the liver and mortality in critically ill patients with cirrhosis.

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References

  1. International Agency for Research on Cancer. GLOBOCAN IARC. 2018. https://gco.iarc.fr/today/online-analysis-map?v=2020&mode=population&mode_population=continents&population=900&populations=900&key=asr&sex=0&cancer=11&type=0&statistic=5&prevalence=0&population_groupearth&color_palette=default&map_scale=quantile&map_nb_colors=5&continent=0&rotate=%255B10%252C0%255D

  2. Llovet JM, et al. Hepatocellular carcinoma. Nat Rev Dis Prim. 2016;2:16018.

  3. Haruki K, et al. Risk stratification using a novel liver functional reserve score of combination prothrombin time–international normalized ratio to albumin ratio and albumin in patients with hepatocellular carcinoma. Surgery. 2018;164.3:404–410.

  4. Song A, Eo W, Kim S, Shim B, Lee S. Significance of serum ferritin as a prognostic factor in advanced hepatobiliary cancer patients treated with Korean medicine: a retrospective cohort study. BMC Complement Altern Med. 2018;18(1):1–10.

    Article  CAS  Google Scholar 

  5. European Association for the Study of the Liver and European Organisation for Research and Treatment of Cancer, EASL-EORTC clinical practice guidelines: management of hepatocellular carcinoma. J Hepatol. 2012;56(4):908–943.

  6. The Cancer of the Liver Italian Program (CLIP) Investigators. A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients. Hepatology. 1998;28(3):751–755.

  7. Kudo M, Chung H, Haji S, et al. Validation of a new prognostic staging system for hepatocellular carcinoma: the JIS score compared with the CLIP score. Hepatology. 2004;40(6):1396–405.

    Article  PubMed  Google Scholar 

  8. Kamath PS, Wiesner RH, Malinchoc M, et al. A model to predict survival in patients with end-stage liver disease. Hepatology. 2001;33(2):464–70.

    Article  CAS  PubMed  Google Scholar 

  9. Chan SL, Mo FKF, Johnson PJ, et al. Prospective validation of the Chinese University Prognostic Index and comparison with other staging systems for hepatocellular carcinoma in an Asian population. J Gastroenterol Hepatol. 2011;26(2):340–7.

    Article  PubMed  Google Scholar 

  10. Chan, Anthony WH, et al. Albumin-to-alkaline phosphatase ratio: a novel prognostic index for hepatocellular carcinoma. Dis Markers. 2015;564057

  11. Li, Leung, et al. The association of liver function and quality of life of patients with liver cancer. BMC Gastroenterol. 2019;19:1–12.

  12. Fox R, Berhane S, Teng M, Cox T, Tada T, Toyoda H, Kumada T, Kagebayashi C, Satomura S, Johnson PJ. Biomarker-based prognosis in hepatocellular carcinoma: validation and extension of the BALAD model. Br J Cancer. 2014;110(8):2090–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Schoniger-Hekele M, Muller C, Kutilek M, Oesterreicher C, Ferenci P, Gangl A. Hepatocellular carcinoma in Central Europe: prognostic features and survival. Gut. 2001;48(1):103–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Wu SJ, Lin YX, Ye H, Xiong XZ, Li FY, Cheng NS. Prognostic value of alkaline phosphatase, gamma-glutamyl transpeptidase and lactate dehydrogenase in hepatocellular carcinoma patients treated with liver resection. Int J Surg. 2016;36(Pt A:143–51.

  15. Kim HY, Park JW, Joo J, Kim H, Woo SM, Lee WJ, Kim CM. Worse outcome of sorafenib therapy associated with ascites and child-Pugh score in advanced hepatocellular carcinoma. J Gastroenterol Hepatol. 2013;28(11):1756–61.

    Article  CAS  PubMed  Google Scholar 

  16. Xiao J, Li G, Lin S, He K, Lai H, Mo X, Chen J, Lin Y. Prognostic factors of hepatocellular carcinoma patients treated by transarterial chemoembolization. Int J Clin Exp Pathol. 2014;7(3):1114–23.

    PubMed  PubMed Central  Google Scholar 

  17. Johnson PJ, Berhane S, Kagebayashi C, Satomura S, Teng M, Reeves HL, O’Beirne J, Fox R, Skowronska A, Palmer D, et al. Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade. J Clin Oncol. 2015;33(6):550–8.

    Article  PubMed  Google Scholar 

  18. Li MX, Zhao H, Bi XY, Li ZY, Huang Z, Han Y, Zhou JG, Zhao JJ, Zhang YF, Cai JQ. Prognostic value of the albumin-bilirubin grade in patients with hepatocellular carcinoma: validation in a Chinese cohort. Hepatol Res. 2017;47(8):731–41.

    Article  CAS  PubMed  Google Scholar 

  19. de Haas RJ, Lim C, Bhangui P, Salloum C, Compagnon P, Feray C, Calderaro J, Luciani A, Azoulay D. Curative salvage liver transplantation in patients with cirrhosis and hepatocellular carcinoma: an intention-to-treat analysis. Hepatology. 2018;67(1):204–15.

    Article  PubMed  Google Scholar 

  20. Yu YQ, Li J, Liao Y, Chen Q, Liao WJ, Huang J. The preoperative alkaline phosphatase-to-platelet ratio index is an independent prognostic factor for hepatocellular carcinoma after hepatic resection. Medicine (Baltimore). 2016;95(51):e5734.

  21. Chan AW, Chan SL, Mo FK, Wong GL, Wong VW, Cheung YS, Chan HL, Yeo W, Lai PB, To KF. Albumin-to-alkaline phosphatase ratio: a novel prognostic index for hepatocellular carcinoma. Dis Markers. 2015;2015:564057.

  22. Li L, Yeo W. Value of quality of life analysis in liver cancer: a clinician’s perspective. World J Hepatol. 2017;9(20):867–83.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Oikonomou T, et al. The significance of C-reactive protein to albumin ratio in patients with decompensated cirrhosis. Ann Gastroenterol. 2020;33(6):667.

  24. Alkhateeb AA, Leitzel K, Ali SM, Campbell-Baird C, Evans M, Fuchs EM, et al. Elevation in inflammatory serum biomarkers predicts response to trastuzumab-containing therapy. PLoS ONE. 2012;7(12): e51379. https://doi.org/10.1371/journal.pone.0051379.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Alkhateeb AA, Han B, Connor JR. Ferritin stimulates breast cancer cells through an iron-independent mechanism and is localized within tumor-associated macrophages. Breast Cancer Res Treat. 2013;137(3):733–44. https://doi.org/10.1007/s10549-012-2405-x.

    Article  CAS  PubMed  Google Scholar 

  26. Kowdley KV, Belt P, Wilson LA, Yeh MM, Neuschwander-Tetri BA, Chalasani N, et al. Serum ferritin is an independent predictor of histologic severity and advanced fibrosis in patients with nonalcoholic fatty liver disease. Hepatology. 2012;55(1):77–85. https://doi.org/10.1002/hep.24706.

    Article  CAS  PubMed  Google Scholar 

  27. Facciorusso A, Del Prete V, Antonino M, Neve V, Crucinio N, Di Leo A, et al. Serum ferritin as a new prognostic factor in hepatocellular carcinoma patients treated with radiofrequency ablation. J Gastroenterol Hepatol. 2014;29(11):1905–10. https://doi.org/10.1111/jgh.12618.

    Article  CAS  PubMed  Google Scholar 

  28. Ji M, Li XD, Shi HB, Ning ZH, Zhao WQ, Wang Q, et al. Clinical significance of serum ferritin in elderly patients with primary lung carcinoma. Tumour Biol. 2014;35(10):10195–9. https://doi.org/10.1007/s13277-014-2317-y.

    Article  CAS  PubMed  Google Scholar 

  29. Kalousova M, Krechler T, Jachymova M, Kubena AA, Zak A, Zima T. Ferritin as an independent mortality predictor in patients with pancreas cancer. Results of a pilot study. Tumour Biol. 2012;33(5):1695–1700. https://doi.org/10.1007/s13277-012-0426-z.

  30. Koyama S, Fujisawa S, Watanabe R, Itabashi M, Ishibashi D, Ishii Y, et al. Serum ferritin level is a prognostic marker in patients with peripheral T-cell lymphoma. Int J Lab Hematol. 2017;39(1):112–7. https://doi.org/10.1111/ijlh.12592.

    Article  CAS  PubMed  Google Scholar 

  31. Lee S, Song A, Eo W. Serum ferritin as a prognostic biomarker for survival in relapsed or refractory metastatic colorectal Cancer. J Cancer. 2016;7(8):957–64. https://doi.org/10.7150/jca.14797.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Song A, Eo W, Lee S. Comparison of selected inflammation-based prognostic markers in relapsed or refractory metastatic colorectal cancer patients. World J Gastroenterol. 2015;21(43):12410–20. https://doi.org/10.3748/wjg.v21.i43.12410.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Shen J, Tang L, Zhang X, Peng W, Wen T, Li C, et al. A novel index in hepatocellular carcinoma patients after curative hepatectomy: albumin to gamma-glutamyltransferase ratio (AGR). Front Oncol. 2019;9:817.

  34. Königsbrügge O, Posch F, Riedl J, Reitter EM, Zielinski C, Pabinger I, et al. Association between ecreased serum albumin with risk of venous thromboembolism and mortality in cancer patients. Oncologist. 2016;21:252–7. https://doi.org/10.1634/theoncologist.2015-0284.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Liu X, Meng QH, Ye Y, Hildebrandt MA, Gu J, Wu X. Prognostic significance of pretreatment serum levels of albumin, LDH and total bilirubin in patients with non-metastatic breast cancer. Carcinogenesis. 2015;36:243–8. https://doi.org/10.1093/carcin/bgu247.

    Article  CAS  PubMed  Google Scholar 

  36. Jing CY, Fu YP, Shen HJ, Zheng SS, Lin JJ, Yi Y, et al. Albumin to gamma-glutamyltransferase ratio as a prognostic indicator in intrahepatic cholangiocarcinoma after curative resection. Oncotarget. 2017;8:13293–303. https://doi.org/10.18632/oncotarget.14530.

    Article  PubMed  Google Scholar 

  37. Xun XD, Li Q. Surgical treatment of intrahepatic cholangiocarcinoma: a retrospective study of 104 cases. Cancer Biol Med. 2016;13(4):469–73. https://doi.org/10.20892/j.issn.2095-3941.2016.0063.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Vohra I, et al. Evaluation of ferritin and transferrin ratio as a prognostic marker for hepatocellular carcinoma. J Gastrointest Cancer. 2021;52(1):201–206.

  39. Yang H-J, et al. Preoperative platelet-to-lymphocyte ratio is a valuable prognostic biomarker in patients with hepatocellular carcinoma undergoing curative liver resection. Tumor Biol. 2017;39(6):1010428317707375.

  40. Huang XZ, Chen WJ, Zhang X, Wu CC, Zhang CY, Sun SS, et al. An elevated platelet-to-lymphocyte ratio predicts poor prognosis and clinicopathological characteristics in patients with colorectal cancer: a meta-analysis. Dis Markers. 2017;1053125

  41. Kinoshita A, Onoda H, Imai N, et al. The C-reactive protein/albumin ratio, a novel inflammation-based prognostic score, predicts outcomes in patients with hepatocellular carcinoma. Ann Surg Oncol. 2015;22:803–10.

    Article  PubMed  Google Scholar 

  42. Huang SS, Xie DM, Cai YJ, et al. C-reactive protein-to-albumin ratio is a predictor of hepatitis B virus related decompensated cirrhosis: time-dependent receiver operating characteristics and decision curve analysis. Eur J Gastroenterol Hepatol. 2017;29:472–80.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

The authors wish to thank all of the study team.

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Correspondence to Yakup Ülger.

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Ülger, Y., Delik, A. Prognostic Value of International Normalized Ratio-to-Albumin Ratio and Ferritin Level in Chronic Liver Patients with Hepatocellular Carcinoma. J Gastrointest Canc 53, 1028–1033 (2022). https://doi.org/10.1007/s12029-021-00738-3

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