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Published in: World Journal of Surgery 12/2020

01-12-2020 | Liver Resection | Original Scientific Report

Early Prediction of Post-hepatectomy Liver Failure in Patients Undergoing Major Hepatectomy Using a PHLF Prognostic Nomogram

Authors: Ken Min Chin, Ye Xin Koh, Nicholas Syn, Jin Yao Teo, Brian K. P. Goh, Peng Chung Cheow, Yaw Fui Alexander Chung, London Lucien Ooi, Chung Yip Chan, Ser Yee Lee

Published in: World Journal of Surgery | Issue 12/2020

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Abstract

Background

Liver resection (LR) is the main modality of treatment for hepatocellular carcinoma (HCC) and colorectal liver metastasis (CRLM). Post-hepatectomy liver failure (PHLF) remains the most dreaded complication. We aim to create a prognostic score for early risk stratification of patients undergoing LR.

Methodology

Clinical and operative data of 472 patients between 2000 and 2016 with HCC or CRLM undergoing major hepatectomy were extracted and analysed from a prospectively maintained database. PHLF was defined using the 50–50 criteria.

Results

Liver cirrhosis and fatty liver were histologically confirmed in 35.6% and 53% of patients. 4.7% (n = 22) of patients had PHLF. A 90-day mortality was 5.1% (n = 24). Pre-operative albumin–bilirubin score (p = 0.0385), prothrombin time (p < 0.0001) and the natural logarithm of the ratio of post-operative day 1 to pre-operative serum bilirubin (SB) (ln(POD1Bil/pre-opBil); p < 0.0001) were significantly independent predictors of PHLF. The PHLF prognostic nomogram was developed using these factors with receiver operating curve showing area under curve of 0.88. Excellent sensitivity (94.7%) and specificity (95.7%) for the prediction of PHLF (50–50 criteria) were achieved at cut-offs of 9 and 11 points on this model. This score was also predictive of PHLF according to PeakBil > 7 and International Study Group for Liver Surgery criteria, intensive care unit admissions, length of stay, all complications, major complications, re-admissions and mortality (p < 0.05).

Conclusions

The PHLF nomogram (https://​tinyurl.​com/​SGH-PHLF-Risk-Calculator) can serve as a useful tool for early identification of patients at high risk of PHLF before the ‘point of no return’. This allows enforcement of closer monitoring, timely intervention and mitigation of adverse outcomes.
Literature
1.
go back to reference Wallace MC, Preen D, Jeffrey GP et al (2015) The evolving epidemiology of hepatocellular carcinoma: a global perspective. Expert Rev Gastroenterol Hepatol 9(6):765–779CrossRefPubMed Wallace MC, Preen D, Jeffrey GP et al (2015) The evolving epidemiology of hepatocellular carcinoma: a global perspective. Expert Rev Gastroenterol Hepatol 9(6):765–779CrossRefPubMed
2.
go back to reference Menfredi S, Lepage C, Hatem C et al (2006) Epidemiology and management of liver metastases from colorectal cancer. Ann Surg 244(2):254CrossRef Menfredi S, Lepage C, Hatem C et al (2006) Epidemiology and management of liver metastases from colorectal cancer. Ann Surg 244(2):254CrossRef
3.
go back to reference Nathan H, Hyder O, Mayo SC et al (2013) Surgical therapy for early hepatocellular carcinoma in the modern era: a 10-year SEER-medicare analysis. Ann Surg 258(6):1022CrossRefPubMed Nathan H, Hyder O, Mayo SC et al (2013) Surgical therapy for early hepatocellular carcinoma in the modern era: a 10-year SEER-medicare analysis. Ann Surg 258(6):1022CrossRefPubMed
4.
go back to reference Lu WP, Dong JH (2014) Hepatectomy for hepatocellular carcinoma in the era of liver transplantation. World J Gastroenterol 20(28):9237–9244PubMedPubMedCentral Lu WP, Dong JH (2014) Hepatectomy for hepatocellular carcinoma in the era of liver transplantation. World J Gastroenterol 20(28):9237–9244PubMedPubMedCentral
5.
go back to reference Gilg S, Sandström P, Rizell M et al (2018) The impact of post-hepatectomy liver failure on mortality: a population-based study. Scand J Gastroenterol 25:1–5 Gilg S, Sandström P, Rizell M et al (2018) The impact of post-hepatectomy liver failure on mortality: a population-based study. Scand J Gastroenterol 25:1–5
6.
go back to reference Ray S, Mehta NN, Golhar A et al (2018) Post hepatectomy liver failure–A comprehensive review of current concepts and controversies. Ann Med Surg 34:4–10CrossRef Ray S, Mehta NN, Golhar A et al (2018) Post hepatectomy liver failure–A comprehensive review of current concepts and controversies. Ann Med Surg 34:4–10CrossRef
8.
go back to reference Balzan S, Belghiti J, Farges O et al (2005) The “50-50 criteria” on postoperative day 5: an accurate predictor of liver failure and death after hepatectomy. Ann Surg 242(6):824CrossRefPubMedPubMedCentral Balzan S, Belghiti J, Farges O et al (2005) The “50-50 criteria” on postoperative day 5: an accurate predictor of liver failure and death after hepatectomy. Ann Surg 242(6):824CrossRefPubMedPubMedCentral
9.
go back to reference Rahbari NN, Garden OJ, Padbury R et al (2011) Posthepatectomy liver failure: a definition and grading by the international study group of liver surgery (ISGLS). Surgery 149(5):713–724CrossRefPubMed Rahbari NN, Garden OJ, Padbury R et al (2011) Posthepatectomy liver failure: a definition and grading by the international study group of liver surgery (ISGLS). Surgery 149(5):713–724CrossRefPubMed
10.
go back to reference Mullen JT, Ribero D, Reddy SK et al (2007) Hepatic insufficiency and mortality in 1,059 noncirrhotic patients undergoing major hepatectomy. J Am Coll Surg 204(5):854–862CrossRefPubMed Mullen JT, Ribero D, Reddy SK et al (2007) Hepatic insufficiency and mortality in 1,059 noncirrhotic patients undergoing major hepatectomy. J Am Coll Surg 204(5):854–862CrossRefPubMed
11.
go back to reference Strasberg SM, Belghiti J, Clavien PA et al (2000) The Brisbane 2000 terminology of liver anatomy and resections. Hpb 2(3):333–339CrossRef Strasberg SM, Belghiti J, Clavien PA et al (2000) The Brisbane 2000 terminology of liver anatomy and resections. Hpb 2(3):333–339CrossRef
12.
go back to reference Skrzypczyk C, Truant S, Duhamel A et al (2014) Relevance of the ISGLS definition of posthepatectomy liver failure in early prediction of poor outcome after liver resection: study on 680 hepatectomies. Ann Surg 260(5):865–870CrossRefPubMed Skrzypczyk C, Truant S, Duhamel A et al (2014) Relevance of the ISGLS definition of posthepatectomy liver failure in early prediction of poor outcome after liver resection: study on 680 hepatectomies. Ann Surg 260(5):865–870CrossRefPubMed
13.
go back to reference Johnson PJ, Berhane S, Kagebayashi C et al (2015) Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade. J Clin Oncol 33(6):550–558CrossRefPubMed Johnson PJ, Berhane S, Kagebayashi C et al (2015) Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade. J Clin Oncol 33(6):550–558CrossRefPubMed
14.
go back to reference Lee SY, Sadot E, Chou JF et al (2015) Central hepatectomy versus extended hepatectomy for liver malignancy: a matched cohort comparison. HPB 17(11):1025–1032CrossRefPubMedPubMedCentral Lee SY, Sadot E, Chou JF et al (2015) Central hepatectomy versus extended hepatectomy for liver malignancy: a matched cohort comparison. HPB 17(11):1025–1032CrossRefPubMedPubMedCentral
15.
go back to reference Zyromski NJ (2015) Handbook of hepato-pancreato-biliary surgery. Indianapolis, IN, Wolters Kluwer Zyromski NJ (2015) Handbook of hepato-pancreato-biliary surgery. Indianapolis, IN, Wolters Kluwer
17.
go back to reference Miyagawa S, Makuuchi M, Kawasaki S et al (1995) Criteria for safe hepatic resection. Am J Surg 169(6):589–594CrossRefPubMed Miyagawa S, Makuuchi M, Kawasaki S et al (1995) Criteria for safe hepatic resection. Am J Surg 169(6):589–594CrossRefPubMed
18.
go back to reference Durand F, Valla D (2005) Assessment of the prognosis of cirrhosis: Child-Pugh versus Meld. J Hepatol 42(suppl):100–107CrossRef Durand F, Valla D (2005) Assessment of the prognosis of cirrhosis: Child-Pugh versus Meld. J Hepatol 42(suppl):100–107CrossRef
19.
go back to reference Ford J, Coughlin KR, Van Dorp D et al (2015) Validation of the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) risk calculator to estimate serious complications in patients undergoing major gastrointestinal oncologic resection. J Am Coll Surg 221(4):e135–e136CrossRef Ford J, Coughlin KR, Van Dorp D et al (2015) Validation of the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) risk calculator to estimate serious complications in patients undergoing major gastrointestinal oncologic resection. J Am Coll Surg 221(4):e135–e136CrossRef
20.
go back to reference Teo JY, Lee SY, Chan CY, et al. Surgical Management of Hepatocellular Carcinoma. In Nandakumar G, ed Textbook of Hepatobiliary & Gastrointestinal Surgery. Jaypee Brothers Medical Publisher. 1st Edition 2016. IBSN: 978-9351529392 Teo JY, Lee SY, Chan CY, et al. Surgical Management of Hepatocellular Carcinoma. In Nandakumar G, ed Textbook of Hepatobiliary & Gastrointestinal Surgery. Jaypee Brothers Medical Publisher. 1st Edition 2016. IBSN: 978-9351529392
21.
go back to reference Schreckenbach T, Liese J, Bechstein WO et al (2012) Posthepatectomy liver failure. Digest Surg 29(1):79–85CrossRef Schreckenbach T, Liese J, Bechstein WO et al (2012) Posthepatectomy liver failure. Digest Surg 29(1):79–85CrossRef
22.
go back to reference Tomimaru Y, Eguchi H, Gotoh K et al (2016) Platelet count is more useful for predicting posthepatectomy liver failure at surgery for hepatocellular carcinoma than indocyanine green clearance test. J Surg Oncol 113:565–569CrossRefPubMed Tomimaru Y, Eguchi H, Gotoh K et al (2016) Platelet count is more useful for predicting posthepatectomy liver failure at surgery for hepatocellular carcinoma than indocyanine green clearance test. J Surg Oncol 113:565–569CrossRefPubMed
23.
go back to reference Paugam-Burtz C, Janny S, Delefosse D et al (2009) Prospective validation of the “fifty-fifty” criteria as an early and accurate predictor of death after liver resection in intensive care unit patients. Ann Surg 249(1):124–128CrossRefPubMed Paugam-Burtz C, Janny S, Delefosse D et al (2009) Prospective validation of the “fifty-fifty” criteria as an early and accurate predictor of death after liver resection in intensive care unit patients. Ann Surg 249(1):124–128CrossRefPubMed
24.
go back to reference Rahbari NN, Reissfelder C, Koch M et al (2011) The predictive value of post-operative clinical risk scores for outcome after hepatic resection: a validation analysis in 807 patients. Ann Surg Oncol 18(13):3640–3649CrossRefPubMed Rahbari NN, Reissfelder C, Koch M et al (2011) The predictive value of post-operative clinical risk scores for outcome after hepatic resection: a validation analysis in 807 patients. Ann Surg Oncol 18(13):3640–3649CrossRefPubMed
25.
go back to reference Du ZG, Wei YG, Chen KF et al (2014) An accurate predictor of liver failure and death after hepatectomy: a single institution’s experience with 478 consecutive cases. World J Gastroenterol: WJG 20(1):274CrossRefPubMedPubMedCentral Du ZG, Wei YG, Chen KF et al (2014) An accurate predictor of liver failure and death after hepatectomy: a single institution’s experience with 478 consecutive cases. World J Gastroenterol: WJG 20(1):274CrossRefPubMedPubMedCentral
26.
go back to reference Kim HJ, Kim CY, Park EK et al (2015) Volumetric analysis and indocyanine green retention rate at 15 min as predictors of post-hepatectomy liver failure. HPB 17(2):159–167CrossRefPubMed Kim HJ, Kim CY, Park EK et al (2015) Volumetric analysis and indocyanine green retention rate at 15 min as predictors of post-hepatectomy liver failure. HPB 17(2):159–167CrossRefPubMed
27.
go back to reference Garcea G, Ong SL, Maddern GJ (2009) Predicting liver failure following major hepatectomy. Digest Liver Dis 41(11):798–806CrossRef Garcea G, Ong SL, Maddern GJ (2009) Predicting liver failure following major hepatectomy. Digest Liver Dis 41(11):798–806CrossRef
28.
go back to reference Furuyama T, Kudo A, Matsumura S et al (2016) Preoperative direct bilirubin to prothrombin time ratio index to prevent liver failure after minor hepatectomy. J Hepato-Biliary-Pancreat Sci 23(12):763–770CrossRef Furuyama T, Kudo A, Matsumura S et al (2016) Preoperative direct bilirubin to prothrombin time ratio index to prevent liver failure after minor hepatectomy. J Hepato-Biliary-Pancreat Sci 23(12):763–770CrossRef
29.
go back to reference Zou H, Wen Y, Yuan K et al (2018) Combining albumin-bilirubin score with future liver remnant predicts post-hepatectomy liver failure in HBV-associated HCC patients. Liver International 38(3):494–502CrossRefPubMed Zou H, Wen Y, Yuan K et al (2018) Combining albumin-bilirubin score with future liver remnant predicts post-hepatectomy liver failure in HBV-associated HCC patients. Liver International 38(3):494–502CrossRefPubMed
30.
go back to reference Chin KM, Allen JC, Teo JY et al (2018) Predictors of post-hepatectomy liver failure in patients undergoing extensive liver resections for hepatocellular carcinoma. Ann Hepato-biliary-Pancreat Surg 22(3):185–196CrossRef Chin KM, Allen JC, Teo JY et al (2018) Predictors of post-hepatectomy liver failure in patients undergoing extensive liver resections for hepatocellular carcinoma. Ann Hepato-biliary-Pancreat Surg 22(3):185–196CrossRef
31.
go back to reference Zhang ZQ, Xiong L, Zhou JJ et al (2018) Ability of the ALBI grade to predict posthepatectomy liver failure and long-term survival after liver resection for different BCLC stages of HCC. World J Surg Oncol 16(1):208CrossRefPubMedPubMedCentral Zhang ZQ, Xiong L, Zhou JJ et al (2018) Ability of the ALBI grade to predict posthepatectomy liver failure and long-term survival after liver resection for different BCLC stages of HCC. World J Surg Oncol 16(1):208CrossRefPubMedPubMedCentral
32.
go back to reference Nanashima A, Abo T, Arai J et al (2013) Functional liver reserve parameters predictive for posthepatectomy complications. J Surg Res 185(1):127–135CrossRefPubMed Nanashima A, Abo T, Arai J et al (2013) Functional liver reserve parameters predictive for posthepatectomy complications. J Surg Res 185(1):127–135CrossRefPubMed
33.
go back to reference Motoyama H, Kobayashi A, Yokoyama T et al (2014) Liver failure after hepatocellular carcinoma surgery. Langenbeck's Arch Surg 399(8):1047–1055CrossRef Motoyama H, Kobayashi A, Yokoyama T et al (2014) Liver failure after hepatocellular carcinoma surgery. Langenbeck's Arch Surg 399(8):1047–1055CrossRef
34.
go back to reference Nanashima A, Tobinaga S, Abo T et al (2010) Reducing the incidence of post-hepatectomy hepatic complications by preoperatively applying parameters predictive of liver function. J Hepato-biliary-Pancreat Sci 17(6):871–878CrossRef Nanashima A, Tobinaga S, Abo T et al (2010) Reducing the incidence of post-hepatectomy hepatic complications by preoperatively applying parameters predictive of liver function. J Hepato-biliary-Pancreat Sci 17(6):871–878CrossRef
35.
go back to reference Lee SY, Chin KM, Allen JC et al (2018) Post-hepatectomy liver failure in cirrhotic patients undergoing extensive liver resections–An Asian experience. HPB 1(20):S405CrossRef Lee SY, Chin KM, Allen JC et al (2018) Post-hepatectomy liver failure in cirrhotic patients undergoing extensive liver resections–An Asian experience. HPB 1(20):S405CrossRef
36.
go back to reference Cucchetti A, Ercolani G, Vivarelli M, Cescon M, Ravaioli M, La Barba G, Zanello M, Grazi GL, Pinna AD (2006) Impact of model for end-stage liver disease (MELD) score on prognosis after hepatectomy for hepatocellular carcinoma on cirrhosis. Liver Transpl 12(6):966–971CrossRefPubMed Cucchetti A, Ercolani G, Vivarelli M, Cescon M, Ravaioli M, La Barba G, Zanello M, Grazi GL, Pinna AD (2006) Impact of model for end-stage liver disease (MELD) score on prognosis after hepatectomy for hepatocellular carcinoma on cirrhosis. Liver Transpl 12(6):966–971CrossRefPubMed
Metadata
Title
Early Prediction of Post-hepatectomy Liver Failure in Patients Undergoing Major Hepatectomy Using a PHLF Prognostic Nomogram
Authors
Ken Min Chin
Ye Xin Koh
Nicholas Syn
Jin Yao Teo
Brian K. P. Goh
Peng Chung Cheow
Yaw Fui Alexander Chung
London Lucien Ooi
Chung Yip Chan
Ser Yee Lee
Publication date
01-12-2020
Publisher
Springer International Publishing
Published in
World Journal of Surgery / Issue 12/2020
Print ISSN: 0364-2313
Electronic ISSN: 1432-2323
DOI
https://doi.org/10.1007/s00268-020-05713-w

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