1. Carioli G, Malvezzi M, Bertuccio P, Boffetta P, Levi F, La Vecchia C, et al. 2021; European cancer mortality predictions for the year 2021 with focus on pancreatic and female lung cancer. Ann Oncol. 32:478–487. DOI:
10.1016/j.annonc.2021.01.006. PMID:
33626377.
Article
2. Ferlay J, Soerjomataram I, Ervik M, Dikshit R, Eser S, Mathers C, et al. GLOBOCAN 2012: Estimated Cancer Incidence and Mortality Worldwide in 2012 v1.0: IARC cancerbase No. 11. International Agency for Research on Cancer;2012.
3. Eliison LF, Wilkins K. 2010; An update on cancer survival. Heal Rep. 21:55–60.
4. Ducreux M, Cuhna AS, Caramella C, Hollebecque A, Burtin P, Goéré D, et al. 2015; Cancer of the pancreas: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 26 Suppl 5:v56–68. DOI:
10.1093/annonc/mdv295. PMID:
26314780.
Article
5. Jones RP, Psarelli EE, Jackson R, Ghaneh P, Halloran CM, Palmer DH, et al. 2019; Patterns of recurrence after resection of pancreatic ductal adenocarcinoma: a secondary analysis of the ESPAC-4 randomized adjuvant chemotherapy trial. JAMA Surg. 154:1038–1048. DOI:
10.1001/jamasurg.2019.3337. PMID:
31483448. PMCID:
PMC6727687.
Article
6. Conroy T, Castan F, Lopez A, Turpin A, Ben Abdelghani M, Wei AC, et al. 2022; Five-year outcomes of FOLFIRINOX vs gemcitabine as adjuvant therapy for pancreatic cancer: a randomized clinical trial. JAMA Oncol. 8:1571–1578. DOI:
10.1001/jamaoncol.2022.3829. PMID:
36048453. PMCID:
PMC9437831.
7. Kalisvaart M, Broadhurst D, Marcon F, Pande R, Schlegel A, Sutcliffe R, et al. 2020; Recurrence patterns of pancreatic cancer after pancreatoduodenectomy: systematic review and a single-centre retrospective study. HPB (Oxford). 22:1240–1249. DOI:
10.1016/j.hpb.2020.01.005. PMID:
32046922.
Article
8. Tanaka M, Mihaljevic AL, Probst P, Heckler M, Klaiber U, Heger U, et al. 2019; Meta-analysis of recurrence pattern after resection for pancreatic cancer. Br J Surg. 106:1590–1601. DOI:
10.1002/bjs.11295. PMID:
31454073.
Article
9. Hayashi K, Ono Y, Takamatsu M, Oba A, Ito H, Sato T, et al. 2022; Prediction of recurrence pattern of pancreatic cancer post-pancreatic surgery using histology-based supervised machine learning algorithms: a single-center retrospective study. Ann Surg Oncol. 29:4624–4634. DOI:
10.1245/s10434-022-11471-x. PMID:
35230581.
Article
10. Groot VP, Rezaee N, Wu W, Cameron JL, Fishman EK, Hruban RH, et al. 2018; Patterns, timing, and predictors of recurrence following pancreatectomy for pancreatic ductal adenocarcinoma. Ann Surg. 267:936–945. DOI:
10.1097/SLA.0000000000002234. PMID:
28338509.
Article
11. Watanabe Y, Nishihara K, Niina Y, Kudo Y, Kurata K, Okayama T, et al. 2017; Patients with lung recurrence after curative resection for pancreatic ductal adenocarcinoma have a better prognosis than those with recurrence at other sites. JOP J Pancreas. 18:54–61.
12. Camp RL, Dolled-Filhart M, Rimm DL. 2004; X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res. 10:7252–7259. DOI:
10.1158/1078-0432.CCR-04-0713. PMID:
15534099.
14. Groot VP, Gemenetzis G, Blair AB, Ding D, Javed AA, Burkhart RA, et al. 2018; Implications of the pattern of disease recurrence on survival following pancreatectomy for pancreatic ductal adenocarcinoma. Ann Surg Oncol. 25:2475–2483. DOI:
10.1245/s10434-018-6558-7. PMID:
29948425. PMCID:
PMC6220676.
Article
15. Kolbeinsson H, Hoppe A, Bayat A, Kogelschatz B, Mbanugo C, Chung M, et al. 2021; Recurrence patterns and postrecurrence survival after curative intent resection for pancreatic ductal adenocarcinoma. Surgery. 169:649–654. DOI:
10.1016/j.surg.2020.06.042. PMID:
32807504.
Article
16. Kubo H, Ohgi K, Sugiura T, Ashida R, Yamada M, Otsuka S, et al. 2022; The association between neoadjuvant therapy and pathological outcomes in pancreatic cancer patients after resection: prognostic significance of microscopic venous invasion. Ann Surg Oncol. 29:4992–5002. DOI:
10.1245/s10434-022-11628-8. PMID:
35368218.
Article
17. Zheng B, Ohuchida K, Yan Z, Okumura T, Ohtsuka T, Nakamura M, et al. 2017; Primary recurrence in the lung is related to favorable prognosis in patients with pancreatic cancer and postoperative recurrence. World J Surg. 41:2858–2866. DOI:
10.1007/s00268-017-4068-6. PMID:
28634843.
Article
18. Ferguson MD, Dong L, Wan J, Deneve JL, Dickson PV, Behrman SW, et al. 2019; Molecular alterations associated with DNA repair in pancreatic adenocarcinoma are associated with sites of recurrence. J Gastrointest Cancer. 50:285–291. DOI:
10.1007/s12029-018-0073-8. PMID:
29427136.
Article
19. Shin SH, Kim HJ, Hwang DW, Lee JH, Song KB, Jun E, et al. 2017; The DPC4/SMAD4 genetic status determines recurrence patterns and treatment outcomes in resected pancreatic ductal adenocarcinoma: a prospective cohort study. Oncotarget. 8:17945–17959. DOI:
10.18632/oncotarget.14901. PMID:
28160547. PMCID:
PMC5392299.
Article
20. Ng KYY, Chow EWX, Jiang B, Lim C, Goh BKP, Lee SY, et al. 2021; Resected pancreatic adenocarcinoma: an Asian institution's experience. Cancer Rep. 4:e1393. DOI:
10.1002/cnr2.1393. PMID:
33939335. PMCID:
PMC8551988.
Article
21. Maggino L, Malleo G, Crippa S, Belfiori G, Nobile S, Gasparini G, et al. 2023; CA19.9 response and tumor size predict recurrence following post-neoadjuvant pancreatectomy in initially resectable and borderline resectable pancreatic ductal adenocarcinoma. Ann Surg Oncol. 30:207–219. DOI:
10.1245/s10434-022-12622-w. PMID:
36227391. PMCID:
PMC9726670.
Article
22. Haeno H, Gonen M, Davis MB, Herman JM, Iacobuzio-Donahue CA, Michor F. 2012; Computational modeling of pancreatic cancer reveals kinetics of metastasis suggesting optimum treatment strategies. Cell. 148:362–375. DOI:
10.1016/j.cell.2011.11.060. PMID:
22265421. PMCID:
PMC3289413.
Article
23. Barnes CA, Aldakkak M, Christians KK, Clarke CN, Dua K, George B, et al. 2020; Radiographic patterns of first disease recurrence after neoadjuvant therapy and surgery for patients with resectable and borderline resectable pancreatic cancer. Surgery. 168:440–447. DOI:
10.1016/j.surg.2020.04.031. PMID:
32641278.
Article
24. Park Y, Jun HR, Choi HW, Hwang DW, Lee JH, Song KB, et al. 2021; Circulating tumour cells as an indicator of early and systemic recurrence after surgical resection in pancreatic ductal adenocarcinoma. Sci Rep. 11:1644. DOI:
10.1038/s41598-020-80383-1. PMID:
33462311. PMCID:
PMC7814057.
Article
25. Hugenschmidt H, Labori KJ, Borgen E, Brunborg C, Schirmer CB, Seeberg LT, et al. 2021; Preoperative CTC-detection by cellsearch® is associated with early distant metastasis and impaired survival in resected pancreatic cancer. Cancers. 13:485. DOI:
10.3390/cancers13030485. PMID:
33513877. PMCID:
PMC7865868.
Article
26. Uesaka K, Boku N, Fukutomi A, Okamura Y, Konishi M, Matsumoto I, et al. 2016; Adjuvant chemotherapy of S-1 versus gemcitabine for resected pancreatic cancer: a phase 3, open-label, randomised, non-inferiority trial (JASPAC 01). Lancet. 388:248–257. DOI:
10.1016/S0140-6736(16)30583-9. PMID:
27265347.
Article
27. Hernandez JM, Morton CA, Al-Saadi S, Villadolid D, Cooper J, Bowers C, et al. 2010; The natural history of resected pancreatic cancer without adjuvant chemotherapy. Am Surg. 76:480–485. DOI:
10.1177/000313481007600514. PMID:
20506876.
Article
28. Hishinuma S, Ogata Y, Tomikawa M, Ozawa I, Hirabayashi K, Igarashi S. 2006; Patterns of recurrence after curative resection of pancreatic cancer, based on autopsy findings. J Gastrointest Surg. 10:511–518. DOI:
10.1016/j.gassur.2005.09.016. PMID:
16627216.
Article
29. Honselmann KC, Pergolini I, Castillo CF, Deshpande V, Ting D, Taylor MS, et al. 2020; Timing but not patterns of recurrence are different between node-negative and node-positive resected pancreatic cancer. Ann Surg. 272:357–365. DOI:
10.1097/SLA.0000000000003123. PMID:
32675550. PMCID:
PMC6639153.
Article
30. Walston S, Salloum J, Grieco C, Wuthrick E, Diaz DA, Barney C, et al. 2018; Identifying clinical factors which predict for early failure patterns following resection for pancreatic adenocarcinoma in patients who received adjuvant chemotherapy without chemoradiation. Am J Clin Oncol. 41:1185–1192. DOI:
10.1097/COC.0000000000000452. PMID:
29727311. PMCID:
PMC6215749.
Article
31. Suto H, Okano K, Oshima M, Ando Y, Takahashi S, Shibata T, et al. 2019; The predictors and patterns of the early recurrence of pancreatic ductal adenocarcinoma after pancreatectomy: the influence of pre- and post- operative adjuvant therapy. BMC Surg. 19:186. DOI:
10.1186/s12893-019-0644-z. PMID:
31796066. PMCID:
PMC6891951.
Article
32. Schorn S, Demir IE, Samm N, Scheufele F, Calavrezos L, Sargut M, et al. 2018; Meta-analysis of the impact of neoadjuvant therapy on patterns of recurrence in pancreatic ductal adenocarcinoma. BJS Open. 2:52–61. DOI:
10.1002/bjs5.46. PMID:
29951629. PMCID:
PMC5989995.
Article
33. Zhou Q, Su S, You W, Wang T, Ren T, Zhu L. 2021; Systemic inflammation response index as a prognostic marker in cancer patients: a systematic review and meta-analysis of 38 cohorts. Dose Response. 19:15593258211064744. DOI:
10.1177/15593258211064744. PMID:
34987341. PMCID:
PMC8689621.
Article
34. Cao W, Shao Y, Zou S, Wang N, Wang J. 2022; Prognostic significance of systemic immune-inflammation index in patients with bladder cancer: a systematic review and meta-analysis. Medicine (Baltimore). 101:e30380. DOI:
10.1097/MD.0000000000030380. PMID:
36086786. PMCID:
PMC10980366.
Article
35. Liu XC, Jiang YP, Sun XG, Zhao JJ, Zhang LY, Jing X. 2022; Prognostic significance of the systemic immune-inflammation index in patients with cholangiocarcinoma: a meta-analysis. Front Oncol. 12:938549. DOI:
10.3389/fonc.2022.938549. PMID:
35875153. PMCID:
PMC9300870.
Article
36. Zhang K, Hua YQ, Wang D, Chen LY, Wu CJ, Chen Z, et al. 2019; Systemic immune-inflammation index predicts prognosis of patients with advanced pancreatic cancer. J Transl Med. 17:30. DOI:
10.1186/s12967-019-1782-x. PMID:
30658662. PMCID:
PMC6339361.
Article
37. Liu X, Sun X, Liu J, Kong P, Chen S, Zhan Y, et al. 2015; Preoperative C-reactive protein/albumin ratio predicts prognosis of patients after curative resection for gastric cancer. Transl Oncol. 8:339–345. DOI:
10.1016/j.tranon.2015.06.006. PMID:
26310380. PMCID:
PMC4562973.
Article
38. Jomrich G, Gruber ES, Winkler D, Hollenstein M, Gnant M, Sahora K, et al. 2020; Systemic immune-inflammation index (SII) predicts poor survival in pancreatic cancer patients undergoing resection. J Gastrointest Surg. 24:610–618. DOI:
10.1007/s11605-019-04187-z. PMID:
30923999. PMCID:
PMC7064450.
Article
39. Aziz MH, Sideras K, Aziz NA, Mauff K, Haen R, Roos D, et al. 2019; The systemic-immune-inflammation index independently predicts survival and recurrence in resectable pancreatic cancer and its prognostic value depends on bilirubin levels: a retrospective multicenter cohort study. Ann Surg. 270:139–146. DOI:
10.1097/SLA.0000000000002660. PMID:
29334554.
Article
40. Kim HJ, Lee WJ, Kang CM, Hwang HK, Bang SM, Song SY, et al. 2016; Risk factors associated with loco-regional failure after surgical resection in patients with resectable pancreatic cancer. PLoS One. 11:e0157196. DOI:
10.1371/journal.pone.0157196. PMID:
27332708. PMCID:
PMC4917092.
Article
41. Kwon J, Lee SR, Park SY, Lee JH, Song KB, Hwang DW, et al. 2023; Effect of resection margin status on recurrence pattern and survival in distal pancreatectomy for left-sided pancreatic ductal adenocarcinoma. J Hepatobiliary Pancreat Sci. 30:633–643. DOI:
10.1002/jhbp.1272. PMID:
36380718.
Article
42. Raut CP, Tseng JF, Sun CC, Wang H, Wolff RA, Crane CH, et al. 2007; Impact of resection status on pattern of failure and survival after pancreaticoduodenectomy for pancreatic adenocarcinoma. Ann Surg. 246:52–60. DOI:
10.1097/01.sla.0000259391.84304.2b. PMID:
17592291. PMCID:
PMC1899216.
Article
43. Kurreck A, Weckwerth J, Modest DP, Striefler JK, Bahra M, Bischoff S, et al. 2021; Impact of completeness of adjuvant gemcitabine, relapse pattern, and subsequent therapy on outcome of patients with resected pancreatic ductal adenocarcinoma - A pooled analysis of CONKO-001, CONKO-005, and CONKO-006 trials. Eur J Cancer. 150:250–259. DOI:
10.1016/j.ejca.2021.03.036. PMID:
33940349.
Article
44. Tummers WS, Groen JV, Sibinga Mulder BG, Farina-Sarasqueta A, Morreau J, Putter H, et al. 2019; Impact of resection margin status on recurrence and survival in pancreatic cancer surgery. Br J Surg. 106:1055–1065. DOI:
10.1002/bjs.11115. PMID:
30883699. PMCID:
PMC6617755.
Article
45. Yamamoto T, Uchida Y, Terajima H. 2019; Clinical impact of margin status on survival and recurrence pattern after curative-intent surgery for pancreatic cancer. Asian J Surg. 42:93–99. DOI:
10.1016/j.asjsur.2017.09.003. PMID:
29249392.
Article