1. Forner A, Vidili G, Rengo M, Bujanda L, Ponz-Sarvisé M, Lamarca A. 2019; Clinical presentation, diagnosis and staging of cholangiocarcinoma. Liver Int. 39 Suppl 1:98–107. DOI:
10.1111/liv.14086. PMID:
30831002.

2. Todua F, Gagua R, Maglakelidze M, Maglakelidze D. 2015; Cancer incidence and mortality - major patterns in GLOBOCAN 2012, Worldwide and Georgia. Bull Georgian Natl Acad Sci. 9:168–173.
3. Shaib YH, Davila JA, McGlynn K, El-Serag HB. 2004; Rising incidence of intrahepatic cholangiocarcinoma in the United States: a true increase? J Hepatol. 40:472–477. DOI:
10.1016/j.jhep.2003.11.030. PMID:
15123362.

4. Flemming JA, Zhang-Salomons J, Nanji S, Booth CM. Increased incidence but improved median overall survival for biliary tract cancers diagnosed in Ontario from 1994 through 2012: a population-based study. Cancer. 2016; 122:2534–2543. DOI:
10.1002/cncr.30074. PMID:
27183133.

5. Ali H, Tedder B, Waqar SH, Mohamed R, Cate EL, Ali E. 2022; Changing incidence and survival of intrahepatic cholangiocarcinoma based on Surveillance, Epidemiology, and End Results Database (2000-2017). Ann Hepatobiliary Pancreat Surg. 26:235–243. DOI:
10.14701/ahbps.21-173. PMID:
35811455. PMCID:
PMC9428430.

6. Javle M, Lee S, Azad NS, Borad MJ, Kate Kelley R, Sivaraman S, et al. Temporal changes in cholangiocarcinoma incidence and mortality in the United States from 2001 to 2017. Oncologist. 2022; 27:874–883. DOI:
10.1093/oncolo/oyac150. PMID:
35972334. PMCID:
PMC9526482.

8. Scott AJ, Shroff RT. 2020; Moving the needle forward with locoregional treatment in unresectable cholangiocarcinoma-the jury is still out. JAMA Oncol. 6:29–31. DOI:
10.1001/jamaoncol.2019.3691. PMID:
31670748.

9. Hu LS, Zhang XF, Weiss M, Popescu I, Marques HP, Aldrighetti L, et al. 2019; Recurrence patterns and timing courses following curative-intent resection for intrahepatic cholangiocarcinoma. Ann Surg Oncol. 26:2549–2557. DOI:
10.1245/s10434-019-07353-4. PMID:
31020501.

10. Bridgewater J, Galle PR, Khan SA, Llovet JM, Park JW, Patel T, et al. 2014; Guidelines for the diagnosis and management of intrahepatic cholangiocarcinoma. J Hepatol. 60:1268–1289. DOI:
10.1016/j.jhep.2014.01.021. PMID:
24681130.

11. Tsilimigras DI, Sahara K, Wu L, Moris D, Bagante F, Guglielmi A, et al. 2020; Very early recurrence after liver resection for intrahepatic cholangiocarcinoma: considering alternative treatment approaches. JAMA Surg. 155:823–831. DOI:
10.1001/jamasurg.2020.1973. PMID:
32639548. PMCID:
PMC7344787.

12. Yang H, Wang J, Li Z, Yang Y, Yang L, Zhang Y, et al. 2019; Risk factors and outcomes of early relapse after curative resection of intrahepatic cholangiocarcinoma. Front Oncol. 9:854. DOI:
10.3389/fonc.2019.00854. PMID:
31555597. PMCID:
PMC6737003.

13. Zhang Y, Shi SM, Yang H, Yang LX, Wang Z, Li XD, et al. 2019; Systemic inflammation score predicts survival in patients with intrahepatic cholangiocarcinoma undergoing curative resection. J Cancer. 10:494–503. DOI:
10.7150/jca.26890. PMID:
30719145. PMCID:
PMC6360305.

14. Wang C, Pang S, Si-Ma H, Yang N, Zhang H, Fu Y, et al. 2019; Specific risk factors contributing to early and late recurrences of intrahepatic cholangiocarcinoma after curative resection. World J Surg Oncol. 17:2. DOI:
10.1186/s12957-018-1540-1. PMID:
30606203. PMCID:
PMC6317206.

15. Yadav S, Xie H, Bin-Riaz I, Sharma P, Durani U, Goyal G, et al. 2019; Neoadjuvant vs. adjuvant chemotherapy for cholangiocarcinoma: a propensity score matched analysis. Eur J Surg Oncol. 45:1432–1438. DOI:
10.1016/j.ejso.2019.03.023. PMID:
30914290.

16. Hu HJ, Jin YW, Shrestha A, Ma WJ, Wang JK, Liu F, et al. 2019; Predictive factors of early recurrence after R0 resection of hilar cholangiocarcinoma: a single institution experience in China. Cancer Med. 8:1567–1575. DOI:
10.1002/cam4.2052. PMID:
30868740. PMCID:
PMC6488134.
17. Shimoda M, Maruyama T, Suzuki K, Tago T, Nishida K, Shimazaki J, et al. 2018; Risk factors for recurrence of hepatocellular carcinoma after curative resection. Surg Gastroenterol Oncol. 23:314–319. DOI:
10.21614/sgo-23-5-314.
18. Mantovani A, Allavena P, Sica A, Balkwill F. 2008; Cancer-related inflammation. Nature. 454:436–444. DOI:
10.1038/nature07205. PMID:
18650914.
19. Sellers CM, Uhlig J, Ludwig JM, Stein SM, Kim HS. 2019; Inflammatory markers in intrahepatic cholangiocarcinoma: effects of advanced liver disease. Cancer Med. 8:5916–5929. DOI:
10.1002/cam4.2373. PMID:
31429524. PMCID:
PMC6792510.
20. Chen Q, Yang LX, Li XD, Yin D, Shi SM, Chen EB, et al. 2015; The elevated preoperative neutrophil-to-lymphocyte ratio predicts poor prognosis in intrahepatic cholangiocarcinoma patients undergoing hepatectomy. Tumour Biol. 36:5283–5289. DOI:
10.1007/s13277-015-3188-6. PMID:
25672606.

21. 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. 7:50963–50971. DOI:
10.18632/oncotarget.7680. PMID:
26918355. PMCID:
PMC5239451.

22. Ohira M, Yoshizumi T, Yugawa K, Kosai-Fujimoto Y, Inokuchi S, Motomura T, et al. 2020; Association of inflammatory biomarkers with long-term outcomes after curative surgery for mass-forming intrahepatic cholangiocarcinoma. Surg Today. 50:379–388. DOI:
10.1007/s00595-019-01905-7. PMID:
31667580.

23. 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. 116:1085–1095. DOI:
10.1002/jso.24759. PMID:
28703880.

24. Tan DW, Fu Y, Su Q, Guan MJ, Kong P, Wang SQ, et al. 2016; Prognostic significance of neutrophil to lymphocyte ratio in oncologic outcomes of cholangiocarcinoma: a meta-analysis. Sci Rep. 6:33789. DOI:
10.1038/srep33789. PMID:
27694951. PMCID:
PMC5046177.

25. Tsilimigras DI, Moris D, Mehta R, Paredes AZ, Sahara K, Guglielmi A, et al. 2020; The systemic immune-inflammation index predicts prognosis in intrahepatic cholangiocarcinoma: an international multi-institutional analysis. HPB (Oxford). 22:1667–1674. DOI:
10.1016/j.hpb.2020.03.011. PMID:
32265108.

26. Zhang Z, Zhou Y, Hu K, Huang Y. 2020; Investigating effects of preoperative inflammatory biomarkers on predicting survival outcomes of intrahepatic cholangiocarcinoma after curative resection. World J Surg Oncol. 18:272. DOI:
10.1186/s12957-020-02053-w. PMID:
33097053. PMCID:
PMC7585228.

27. Yoh T, Seo S, Hatano E, Taura K, Fuji H, Ikeno Y, et al. 2017; A novel biomarker-based preoperative prognostic grading system for predicting survival after surgery for intrahepatic cholangiocarcinoma. Ann Surg Oncol. 24:1351–1357. DOI:
10.1245/s10434-016-5708-z. PMID:
28108828.

28. Tsilimigras DI, Hyer JM, Paredes AZ, Diaz A, Moris D, Guglielmi A, et al. 2020; A novel classification of intrahepatic cholangiocarcinoma phenotypes using machine learning techniques: an international multi-institutional analysis. Ann Surg Oncol. 27:5224–5232. DOI:
10.1245/s10434-020-08696-z. PMID:
32495285.
29. Sasaki K, Margonis GA, Andreatos N, Bagante F, Weiss M, Barbon C, et al. 2018; Preoperative risk score and prediction of long-term outcomes after hepatectomy for intrahepatic cholangiocarcinoma. J Am Coll Surg. 226:393–403. DOI:
10.1016/j.jamcollsurg.2017.12.011. PMID:
29274841.

30. Tsilimigras DI, Mehta R, Aldrighetti L, Poultsides GA, Maithel SK, Martel G, et al. 2020; Development and validation of a laboratory risk score (LabScore) to predict outcomes after resection for intrahepatic cholangiocarcinoma. J Am Coll Surg. 230:381–391.e2. DOI:
10.1016/j.jamcollsurg.2019.12.025. PMID:
32014569.

31. Bartsch F, Hahn F, Müller L, Baumgart J, Hoppe-Lotichius M, Kloeckner R, et al. 2021; Intrahepatic cholangiocarcinoma: introducing the preoperative prediction score based on preoperative imaging. Hepatobiliary Pancreat Dis Int. 20:262–270. DOI:
10.1016/j.hbpd.2020.08.002. PMID:
32861577.

32. Choi WJ, Cleghorn MC, Jiang H, Jackson TD, Okrainec A, Quereshy FA. 2015; Preoperative neutrophil-to-lymphocyte ratio is a better prognostic serum biomarker than platelet-to-lymphocyte ratio in patients undergoing resection for nonmetastatic colorectal cancer. Ann Surg Oncol. 22 Suppl 3:S603–S613. DOI:
10.1245/s10434-015-4571-7. PMID:
25900206.

33. Kitano Y, Yamashita YI, 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. 37:3229–3237. DOI:
10.21873/anticanres.11685.
34. Lausen B, Hothorn T, Bretz F, Schumacher M. 2004; Assessment of optimal selected prognostic factors. Biom J. 46:364–374. DOI:
10.1002/bimj.200310030.

35. Hothorn T, Lausen B. 2003; On the exact distribution of maximally selected rank statistics. Comput Stat Data Anal. 43:121–137. DOI:
10.1016/S0167-9473(02)00225-6.

36. R Core Team. A language and environment for statistical computing [Internet]. Vienna: R Foundation for Statistical Computing;2016. cited 2022 Dec 16. Available from:
https://www.R-project.org/.
37. Zhang XF, Beal EW, Bagante F, Chakedis J, Weiss M, Popescu I, et al. 2018; Early versus late recurrence of intrahepatic cholangiocarcinoma after resection with curative intent. Br J Surg. 105:848–856. DOI:
10.1002/bjs.10676. PMID:
29193010.

38. Jung SM, Kim JM, Choi GS, Kwon CHD, Yi NJ, Lee KW, et al. 2019; Characteristics of early recurrence after curative liver resection for solitary hepatocellular carcinoma. J Gastrointest Surg. 23:304–311. DOI:
10.1007/s11605-018-3927-2. PMID:
30215196.

39. Imamura H, Matsuyama Y, Tanaka E, Ohkubo T, Hasegawa K, Miyagawa S, et al. 2003; Risk factors contributing to early and late phase intrahepatic recurrence of hepatocellular carcinoma after hepatectomy. J Hepatol. 38:200–207. DOI:
10.1016/S0168-8278(02)00360-4. PMID:
12547409.

40. Sahara K, Tsilimigras DI, Toyoda J, Miyake K, Ethun CG, Maithel SK, et al. 2021; Defining the risk of early recurrence following curative-intent resection for distal cholangiocarcinoma. Ann Surg Oncol. 28:4205–4213. DOI:
10.1245/s10434-021-09811-4. PMID:
33709171.

41. Akateh C, Ejaz AM, Pawlik TM, Cloyd JM. 2020; Neoadjuvant treatment strategies for intrahepatic cholangiocarcinoma. World J Hepatol. 12:693–708. DOI:
10.4254/wjh.v12.i10.693. PMID:
33200010. PMCID:
PMC7643214.

43. Park HM, Yun SP, Lee EC, Lee SD, Han SS, Kim SH, et al. 2016; Outcomes for patients with recurrent intrahepatic cholangiocarcinoma after surgery. Ann Surg Oncol. 23:4392–4400. DOI:
10.1245/s10434-016-5454-2. PMID:
27581609.

44. Saiura A, Yamamoto J, Kokudo N, Koga R, Seki M, Hiki N, et al. 2011; Intrahepatic cholangiocarcinoma: analysis of 44 consecutive resected cases including 5 cases with repeat resections. Am J Surg. 201:203–208. DOI:
10.1016/j.amjsurg.2008.12.035. PMID:
19427630.

45. Bartolini I, Risaliti M, Fortuna L, Agostini C, Ringressi MN, Taddei A, et al. 2020; Current management of intrahepatic cholangiocarcinoma: from resection to palliative treatments. Radiol Oncol. 54:263–271. DOI:
10.2478/raon-2020-0045. PMID:
32726292. PMCID:
PMC7409608.

46. Mavros MN, Economopoulos KP, Alexiou VG, Pawlik TM. 2014; Treatment and prognosis for patients with intrahepatic cholangiocarcinoma: systematic review and meta-analysis. JAMA Surg. 149:565–574. DOI:
10.1001/jamasurg.2013.5137. PMID:
24718873.

47. Zhang XF, Xue F, Dong DH, Weiss M, Popescu I, Marques HP, et al. 2021; Number and station of lymph node metastasis after curative-intent resection of intrahepatic cholangiocarcinoma impact prognosis. Ann Surg. 274:e1187–e1195. DOI:
10.1097/SLA.0000000000003788. PMID:
31972643.
