Abstract
Introduction
Curative treatment of perihilar tumors requires major hepatectomy responsible for high morbidity and mortality. Current nomograms are based on definitive pathological analysis, not usable for patient selection. Our aim was to propose preoperative predictors for severe morbidity (Dindo–Clavien ≥3) and mortality at sixth month after resection of perihilar tumors.
Patients and methods
We reviewed perioperative data of 186 patients operated with major hepatectomy for perihilar tumors between 2012 and 2018 in two high-volume centers. Univariate and multivariate analysis were performed to determine the preoperative predictors of morbidity and mortality. A stepwise regression in forward direction was developed to select variables for definitive models. Hosmer–Lemeshow test, Akaike information criteria and area under the ROC curves were calculated to validate both nomograms.
Results
Resections were indicated for perihilar and intrahepatic cholangiocarcinoma in 125 and 61 cases, respectively. Severe complications occurred in 76 patients (40.8%). Nineteen patients (10.2%) deceased before the sixth postoperative month. The predictors of severe morbidity were: male gender, portal vein embolization, planned biliary resection, low psoas muscle area/height2 and low hemoglobinemia. The predictors of early mortality were: age, high bilirubinemia, hypoalbuminemia, biliary drainage and long drainage-to-surgery interval.
For both models, the p values of Hosmer–Lemeshow tests were of 0.9 and 0.99, respectively, the Akaike information criteria were of 35.5 and 37.7, respectively, and area under the curves was of 0.73 and 0.86, respectively.
Conclusion
We developed two accurate and practical nomograms based on exclusively preoperative data to predict early outcomes following the resection of perihilar tumors. If validated in larger series, these tools could be integrated in the decision-making process for patient selection.
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Abbreviations
- ASA:
-
American Society of Anesthesiologists
- AUC:
-
Area under the curve
- BSA:
-
Body surface area
- FLR:
-
Future liver remnant
- ICC:
-
Intrahepatic cholangiocarcinoma
- IMAC:
-
Intramuscular adipose tissue content
- NLR:
-
Neutrophil-to-lymphocyte ratio
- PBD:
-
Preoperative biliary drainage
- PHCC:
-
Perihilar cholangiocarcinoma
- PHT:
-
Perihilar tumor
- PLR:
-
Platelet-to-lymphocyte ratio
- PMA:
-
Psoas muscle area
- POD:
-
Postoperative day
- ROC:
-
Receiving operating characteristic (curve)
- SD:
-
Standard deviation
- PVE:
-
Portal vein embolization
References
Neuhaus P, Thelen A, Jonas S, Puhl G, Denecke T, Veltzke-Schlieker W et al (2012) Oncological superiority of hilar en bloc resection for the treatment of hilar cholangiocarcinoma. Ann Surg Oncol 19(5):1602–8
Abdelrafee A, Nunez J, Cano L, Allard MA, Pittau G, Ciacio O, et al. (2020) Predictors of unresectability after portal vein embolization for centrally located cholangiocarcinoma. Surgery. https://doi.org/10.1016/j.surg.2020.03.005.
Cannon RM, Brock G, Buell JF (2012) Surgical resection for hilar cholangiocarcinoma: experience improves resectability. HPB (Oxford) 14(2):142–9
Nagino M, Ebata T, Yokoyama Y, Igami T, Sugawara G, Takahashi Y et al (2013) Evolution of surgical treatment for perihilar cholangiocarcinoma: a single-center 34-year review of 574 consecutive resections. Ann Surg 258(1):129–140
Tan JCC, Coburn NG, Baxter NN, Kiss A, Law CHL (2008) Surgical management of intrahepatic cholangiocarcinoma—a population-based study. Ann Surg Oncol 15(2):600–608
Buettner S, van Vugt JLA, Gani F, Groot Koerkamp B, Margonis GA, Ethun CG et al (2016) A comparison of prognostic schemes for perihilar cholangiocarcinoma. J Gastrointest Surg 20(10):1716–1724
Doussot A, Lim C, Gómez Gavara C, Fuks D, Farges O, Regimbeau JM et al (2016) Multicentre study of the impact of morbidity on long-term survival following hepatectomy for intrahepatic cholangiocarcinoma. Br J Surg 103(13):1887–94. https://doi.org/10.1002/bjs.10296
Hasegawa S, Ikai I, Fujii H, Hatano E, Shimahara Y (2007) Surgical resection of hilar cholangiocarcinoma: analysis of survival and postoperative complications. World J Surg. 31(6):1256–63
Farges O, Regimbeau JM, Fuks D, Le Treut YP, Cherqui D, Bachellier P et al (2013) Multicentre European study of preoperative biliary drainage for hilar cholangiocarcinoma. Br J Surg 100(2):274–283
Mansour JC, Aloia TA, Crane CH, Heimbach JK, Nagino M, Vauthey J-N (2015) Hilar cholangiocarcinoma: expert consensus statement. HPB (Oxford) 17:691–699
Celotti A, Solaini L, Montori G, Coccolini F, Tognali D, Baiocchi G (2017) Preoperative biliary drainage in hilar cholangiocarcinoma: systematic review and meta-analysis. Eur J Surg Oncol 43(9):1628–1635
Sugawara G, Ebata T, Yokoyama Y, Igami T, Takahashi Y, Takara D et al (2013) The effect of preoperative biliary drainage on infectious complications after hepatobiliary resection with cholangiojejunostomy. Surgery 153(2):200–210
Dumitrascu T, Brasoveanu V, Stroescu C, Ionescu M, Popescu I (2016) Major hepatectomies for perihilar cholangiocarcinoma: predictors for clinically relevant postoperative complications using the International Study Group of Liver Surgery definitions. Asian J Surg 39(2):81–89
Giuliante F, Ardito F, Guglielmi A, Aldrighetti L, Ferrero A, Calise F et al (2016) Association of lymph node status with survival in patients after liver resection for hilar cholangiocarcinoma in an Italian multicenter analysis. JAMA Surg 151(10):916–922
Spolverato G, Vitale A, Cucchetti A, Popescu I, Marques HP, Aldrighetti L et al (2015) Can hepatic resection provide a long-term cure for patients with intrahepatic cholangiocarcinoma? Cancer 121(22):3998–4006
Farges O, Fuks D, Boleslawski E, Le Treut Y-P, Castaing D, Laurent A et al (2011) Influence of surgical margins on outcome in patients with intrahepatic cholangiocarcinoma: a multicenter study by the AFC-IHCC-2009 study group. Ann Surg 254(5):824–829 discussion 830
Spolverato G, Yakoob MY, Kim Y, Alexandrescu S, Marques HP, Lamelas J et al (2015) The impact of surgical margin status on long-term outcome after resection for intrahepatic cholangiocarcinoma. Ann Surg Oncol 22(12):4020–8
Beppu T, Sakamoto Y, Hasegawa K, Honda G, Tanaka K, Kotera Y et al (2012) A nomogram predicting disease-free survival in patients with colorectal liver metastases treated with hepatic resection: multicenter data collection as a Project Study for Hepatic Surgery of the Japanese Society of Hepato-Biliary-Pancreatic Surgery. J Hepatobiliary Pancreat Sci 19(1):72–84
Yang P, Qiu J, Li J, Wu D, Wan X, Lau WY et al (2016) Nomograms for pre- and postoperative prediction of long-term survival for patients who underwent hepatectomy for multiple hepatocellular carcinomas. Ann Surg 263(4):778–786
Hakeem AR, Marangoni G, Chapman SJ, Young RS, Nair A, Hidalgo EL et al (2014) Does the extent of lymphadenectomy, number of lymph nodes, positive lymph node ratio and neutrophil-lymphocyte ratio impact surgical outcome of perihilar cholangiocarcinoma? Eur J Gastroenterol Hepatol 26(9):1047–1054
Kitano Y, Yamashita Y-I, Yamamura K, Arima K, Kaida T, Miyata T et al (2017) Effects of preoperative neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios on survival in patients with extrahepatic cholangiocarcinoma. Anticancer Res 37(6):3229–3237
Beal EW, Wei L, Ethun CG, Black SM, Dillhoff M, Salem A et al (2016) Elevated NLR in gallbladder cancer and cholangiocarcinoma—making bad cancers even worse: results from the US Extrahepatic Biliary Malignancy Consortium. HPB (Oxford) 18(11):950–957
Lee BS, Lee SH, Son JH, Jang DK, Chung KH, Lee YS et al (2016) Neutrophil-lymphocyte ratio predicts survival in patients with advanced cholangiocarcinoma on chemotherapy. Cancer Immunol Immunother 65(2):141–50
McNamara MG, Templeton AJ, Maganti M, Walter T, Horgan AM, McKeever L et al (2014) Neutrophil/lymphocyte ratio as a prognostic factor in biliary tract cancer. Eur J Cancer 50(9):1581–1589
Buettner S, Spolverato G, Kimbrough CW, Alexandrescu S, Marques HP, Lamelas J et al (2018) The impact of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio among patients with intrahepatic cholangiocarcinoma. Surgery 164(3):411–418
van Vugt JLA, Gaspersz MP, Vugts J, Buettner S, Levolger S, de Bruin RWF, et al. (2019) Low skeletal muscle density is associated with early death in patients with perihilar cholangiocarcinoma regardless of subsequent treatment. Dig Surg 36(2):144–152
Hamaguchi Y, Kaido T, Okumura S, Ito T, Fujimoto Y, Ogawa K et al (2015) Preoperative intramuscular adipose tissue content is a novel prognostic predictor after hepatectomy for hepatocellular carcinoma. J Hepatobiliary Pancreat Sci 22(6):475–485
Otsuji H, Yokoyama Y, Ebata T, Igami T, Sugawara G, Mizuno T et al (2015) Preoperative sarcopenia negatively impacts postoperative outcomes following major hepatectomy with extrahepatic bile duct resection. World J Surg 39(6):1494–1500. https://doi.org/10.1007/s00268-015-3053-1
Valero V, Amini N, Spolverato G, Weiss MJ, Hirose K, Dagher NN et al (2015) Sarcopenia adversely impacts postoperative complications following resection or transplantation in patients with primary liver tumors. J Gastrointest Surg 19(2):272–281
Baton O, Azoulay D, Adam DVR, Castaing D (2007) Major hepatectomy for hilar cholangiocarcinoma type 3 and 4: prognostic factors and longterm outcomes. J Am Coll Surg 204(2):250–260
Alvarez FA, Castaing D, Figueroa R, Allard MA, Golse N, Pittau G et al (2018) Natural history of portal vein embolization before liver resection: a 23-year analysis of intention-to-treat results. Surgery 163(6):1257–1263
Lin G, Liu Y, Li S, Mao Y, Wang J, Shuang Z et al (2016) Elevated neutrophil-to-lymphocyte ratio is an independent poor prognostic factor in patients with intrahepatic cholangiocarcinoma. Oncotarget Impact Js 7(32):50963–50971
Forget P, Khalifa C, Defour J-P, Latinne D, Van Pel M-C, De Kock M (2017) What is the normal value of the neutrophil-to-lymphocyte ratio? BMC Res Notes 10(1):12
Okuno M, Ebata T, Yokoyama Y, Igami T, Sugawara G, Mizuno T et al (2016) Evaluation of inflammation-based prognostic scores in patients undergoing hepatobiliary resection for perihilar cholangiocarcinoma. J Gastroenterol 51(2):153–61
Chen Q, Yang L-X, Li X-D, Yin D, Shi S-M, Chen E-B et al (2015) The elevated preoperative neutrophil-to-lymphocyte ratio predicts poor prognosis in intrahepatic cholangiocarcinoma patients undergoing hepatectomy. Tumour Biol 36(7):5283–5289
Golse N, Bucur PO, Ciacio O, Pittau G, Sa Cunha A, Adam R et al (2017) A new definition of sarcopenia in patients with cirrhosis undergoing liver transplantation. Liver Transpl 23(2):143–154
Durand F, Buyse S, Francoz C, Laouénan C, Bruno O, Belghiti J et al (2014) Prognostic value of muscle atrophy in cirrhosis using psoas muscle thickness on computed tomography. J Hepatol 60(6):1151–7
DiMartini A, Cruz RJ, Dew MA, Myaskovsky L, Goodpaster B, Fox K et al (2013) Muscle mass predicts outcomes following liver transplantation. Liver Transpl 19(11):1172–1180
Truant S, Oberlin O, Sergent G, Lebuffe G, Gambiez L, Ernst O et al (2007) Remnant liver volume to body weight ratio ≥0.5%: a new cut-off to estimate postoperative risks after extended resection in noncirrhotic liver. J Am Coll Surg. 204(1):22–33
Dindo D, Demartines N, Clavien P-A (2004) Classification of surgical complications: a new proposal with evaluation in a cohort of 6336 patients and results of a survey. Ann Surg 240(2):205–213
Balzan S, Belghiti J, Farges O, Ogata S, Sauvanet A, Delefosse D 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):824–8 discussion 828–829
Hyder O, Marques H, Pulitano C, Marsh JW, Alexandrescu S, Bauer TW et al (2014) A nomogram to predict long-term survival after resection for intrahepatic cholangiocarcinoma: an Eastern and Western experience. JAMA Surg. 149(5):432–8
Groot Koerkamp B, Wiggers JK, Gonen M, Doussot A, Allen PJ, Besselink MGH et al (2015) Survival after resection of perihilar cholangiocarcinoma-development and external validation of a prognostic nomogram. Ann Oncol 26(9):1930–1935
Wang Y, Li J, Xia Y, Gong R, Wang K, Yan Z et al (2013) Prognostic nomogram for intrahepatic cholangiocarcinoma after partial hepatectomy. J Clin Oncol 31(9):1188–1195
Chen P, Li B, Zhu Y, Chen W, Liu X, Li M et al (2016) Establishment and validation of a prognostic nomogram for patients with resectable perihilar cholangiocarcinoma. Oncotarget 7(24):37319–37330
Jeong S, Cheng Q, Huang L, Wang J, Sha M, Tong Y et al (2017) Risk stratification system to predict recurrence of intrahepatic cholangiocarcinoma after hepatic resection. BMC Cancer 17(1):464
Buettner S, Galjart B, van Vugt JLA, Bagante F, Alexandrescu S, Marques HP et al (2017) Performance of prognostic scores and staging systems in predicting long-term survival outcomes after surgery for intrahepatic cholangiocarcinoma. J Surg Oncol. 116(8):1085–1095
Bagante F, Merath K, Squires MH, Weiss M, Alexandrescu S, Marques HP et al (2018) The limitations of standard clinicopathologic features to accurately risk-stratify prognosis after resection of intrahepatic cholangiocarcinoma. J Gastrointest Surg 217(4):736–739
Takagi K, Yagi T, Yoshida R, Shinoura S, Umeda Y, Nobuoka D et al (2016) Sarcopenia and American society of anesthesiologists physical status in the assessment of outcomes of hepatocellular carcinoma patients undergoing hepatectomy. Acta Med Okayama 70(5):363–70
Cornet M, Lim C, Salloum C, Lazzati A, Compagnon P, Pascal G et al (2015) Prognostic value of sarcopenia in liver surgery. J Visc Surg 152(5):297–304
Blechacz B, Komuta M, Roskams T, Gores GJ (2011) Clinical diagnosis and staging of cholangiocarcinoma. Nat Rev Gastroenterol Hepatol 8(9):512–522
Grandadam S, Compagnon P, Arnaud A, Olivié D, Malledant Y, Meunier B et al (2010) Role of preoperative optimization of the liver for resection in patients with hilar cholangiocarcinoma type III. Ann Surg Oncol 17(12):3155–61
Sewnath ME, Karsten TM, Prins MH, Rauws EJA, Obertop H, Gouma DJ (2002) A meta-analysis on the efficacy of preoperative biliary drainage for tumors causing obstructive jaundice. Ann Surg 236(1):17–27
Cherqui D, Benoist S, Malassagne B, Humeres R, Rodriguez V, Fagniez PL (2000) Major liver resection for carcinoma in jaundiced patients without preoperative biliary drainage. Arch Surg 135(3):302–308
Nimura Y, Kamiya J, Kondo S, Nagino M, Uesaka K, Oda K et al (2000) Aggressive preoperative management and extended surgery for hilar cholangiocarcinoma: Nagoya experience. J Hepatobiliary Pancreat Surg 7(2):155–162
Gaspersz MP, Buettner S, Roos E, van Vugt JLA, Coelen RJS, Vugts J et al (2018) A preoperative prognostic model to predict surgical success in patients with perihilar cholangiocarcinoma. J Surg Oncol 118(3):469–476
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Golse, N., Nunez, J., Mazzotta, A. et al. Personalized Preoperative Nomograms Predicting Postoperative Risks after Resection of Perihilar Cholangiocarcinoma. World J Surg 44, 3449–3460 (2020). https://doi.org/10.1007/s00268-020-05618-8
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DOI: https://doi.org/10.1007/s00268-020-05618-8