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Personalized Preoperative Nomograms Predicting Postoperative Risks after Resection of Perihilar Cholangiocarcinoma

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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

  1. 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

    PubMed  Google Scholar 

  2. 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.

  3. Cannon RM, Brock G, Buell JF (2012) Surgical resection for hilar cholangiocarcinoma: experience improves resectability. HPB (Oxford) 14(2):142–9

    Google Scholar 

  4. 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

    PubMed  Google Scholar 

  5. 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

    PubMed  Google Scholar 

  6. 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

    PubMed  PubMed Central  Google Scholar 

  7. 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

    Article  CAS  PubMed  Google Scholar 

  8. 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

    PubMed  Google Scholar 

  9. 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

    CAS  PubMed  Google Scholar 

  10. Mansour JC, Aloia TA, Crane CH, Heimbach JK, Nagino M, Vauthey J-N (2015) Hilar cholangiocarcinoma: expert consensus statement. HPB (Oxford) 17:691–699

    PubMed Central  Google Scholar 

  11. 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

    CAS  PubMed  Google Scholar 

  12. 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

    PubMed  Google Scholar 

  13. 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

    PubMed  Google Scholar 

  14. 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

    PubMed  Google Scholar 

  15. 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

    PubMed  Google Scholar 

  16. 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

    PubMed  Google Scholar 

  17. 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

    PubMed  Google Scholar 

  18. 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

    PubMed  Google Scholar 

  19. 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

    PubMed  Google Scholar 

  20. 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

    CAS  PubMed  Google Scholar 

  21. 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

    CAS  PubMed  Google Scholar 

  22. 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

    Google Scholar 

  23. 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

    CAS  PubMed  Google Scholar 

  24. 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

    CAS  PubMed  Google Scholar 

  25. 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

    PubMed  Google Scholar 

  26. 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

  27. 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

    PubMed  Google Scholar 

  28. 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

    Article  PubMed  Google Scholar 

  29. 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

    PubMed  Google Scholar 

  30. 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

    PubMed  Google Scholar 

  31. 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

    PubMed  Google Scholar 

  32. 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

    Google Scholar 

  33. 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

    PubMed  PubMed Central  Google Scholar 

  34. 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

    PubMed  Google Scholar 

  35. 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

    PubMed  Google Scholar 

  36. 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

    PubMed  Google Scholar 

  37. 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

    PubMed  Google Scholar 

  38. 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

    PubMed  PubMed Central  Google Scholar 

  39. 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

    PubMed  Google Scholar 

  40. 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

    PubMed  PubMed Central  Google Scholar 

  41. 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

    PubMed  PubMed Central  Google Scholar 

  42. 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

    PubMed  Google Scholar 

  43. 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

    CAS  PubMed  PubMed Central  Google Scholar 

  44. 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

    PubMed  Google Scholar 

  45. 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

    PubMed  PubMed Central  Google Scholar 

  46. 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

    PubMed  PubMed Central  Google Scholar 

  47. 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

    CAS  PubMed  Google Scholar 

  48. 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

    Google Scholar 

  49. 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

    PubMed  Google Scholar 

  50. 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

    CAS  PubMed  Google Scholar 

  51. Blechacz B, Komuta M, Roskams T, Gores GJ (2011) Clinical diagnosis and staging of cholangiocarcinoma. Nat Rev Gastroenterol Hepatol 8(9):512–522

    PubMed  PubMed Central  Google Scholar 

  52. 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

    PubMed  Google Scholar 

  53. 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

    PubMed  PubMed Central  Google Scholar 

  54. 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

    CAS  PubMed  Google Scholar 

  55. 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

    CAS  PubMed  Google Scholar 

  56. 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

    CAS  PubMed  Google Scholar 

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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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