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Published in: World Journal of Surgery 7/2021

01-07-2021 | Neuroendocrine Tumor | Original Scientific Report

Recurrence of Non-functional Pancreatic Neuroendocrine Tumors After Curative Resection: A Tumor Burden-Based Prediction Model

Authors: Ding-Hui Dong, Xu-Feng Zhang, Alexandra G. Lopez-Aguiar, George Poultsides, Flavio Rocha, Sharon Weber, Ryan Fields, Kamran Idrees, Cliff Cho, Shishir K. Maithel, Timothy M. Pawlik

Published in: World Journal of Surgery | Issue 7/2021

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Abstract

Background

Patients can experience recurrence following curative-intent resection of non-functional pancreatic neuroendocrine tumors (NF-pNETs). We sought to develop a nomogram to risk stratify patients relative to recurrence following resection of NF-pNETs.

Methods

Patients who underwent curative-intent resection for NF-pNETs between 1997 and 2016 were identified from a multi-institutional database. The impact of clinicopathologic factors, including tumor burden score (TBS) (TBS2 = (maximum tumor diameter)2 + (number of tumors)2), was assessed relative to recurrence-free survival (RFS), and a nomogram was developed and internally validated.

Results

With a median follow-up of 31.0 months (IQR 11.3–56.6 months), 66 (15.8%) out of 416 patients in the cohort experienced tumor recurrence. Overall, 3-, 5-, and 10-year RFS following curative-intent resection was 83.2%, 74.0%, and 44.7%, respectively. Several factors were associated with risk of recurrence including tumor grade (referent G1: G2, HR 4.07, 95% CI 2.29–7.26, p < 0.001; G3, HR 10.83, 95% CI 3.72–31.53, p < 0.001), lymph node metastasis (LNM) (HR 4.71, 95% CI 2.69–8.26, p < 0.001), as well as TBS (referent low: medium, HR 4.36, 95% CI 2.06–9.24, p < 0.001; high, HR 6.04, 95% CI 2.96–12.31, p < 0.001). A weighted nomogram including tumor grade (G1 0, G2 54.19, G3 100), LNM (N0 0, N1 42.06), and TBS (low 0, medium 44.07, high 56.48) was developed. The discriminatory power of the nomogram was very good with a C-index of 0.75 (95% CI, 0.66–0.79) in the training cohort and 0.71 (95% CI, 0.65–0.75) in the validation cohort. In addition, the nomogram performed better than the current 8th edition of AJCC TNM staging system, which had a C-index of 0.67 (95% CI, 0.60–0.73).

Conclusions

A nomogram that incorporated tumor grade, LNM, and TBS was established that had good discrimination and calibration. The nomogram may be an effective tool to stratify patients relative to recurrence risk following resection of NF-pNETs.
Literature
1.
go back to reference Spolverato G, Bagante F, Aldrighetti L et al (2017) Neuroendocrine liver metastasis: prognostic implications of primary tumor site on patients undergoing curative intent liver surgery. J Gastrointest Surg 21:2039–2047CrossRef Spolverato G, Bagante F, Aldrighetti L et al (2017) Neuroendocrine liver metastasis: prognostic implications of primary tumor site on patients undergoing curative intent liver surgery. J Gastrointest Surg 21:2039–2047CrossRef
2.
go back to reference Xiang JX, Zhang XF, Beal EW et al (2018) Hepatic resection for non-functional neuroendocrine liver metastasis: Does the presence of unresected primary tumor or extrahepatic metastatic disease matter? Ann Surg Oncol 25:3928–3935CrossRef Xiang JX, Zhang XF, Beal EW et al (2018) Hepatic resection for non-functional neuroendocrine liver metastasis: Does the presence of unresected primary tumor or extrahepatic metastatic disease matter? Ann Surg Oncol 25:3928–3935CrossRef
3.
go back to reference Zhang XF, Beal EW, Chakedis J et al (2017) Early recurrence of neuroendocrine liver metastasis after curative hepatectomy: risk factors, prognosis, and treatment. J Gastrointest Surg 21:1821–1830CrossRef Zhang XF, Beal EW, Chakedis J et al (2017) Early recurrence of neuroendocrine liver metastasis after curative hepatectomy: risk factors, prognosis, and treatment. J Gastrointest Surg 21:1821–1830CrossRef
4.
go back to reference Kasumova GG, Tabatabaie O, Eskander MF et al (2017) National rise of primary pancreatic carcinoid tumors: comparison to functional and nonfunctional pancreatic neuroendocrine tumors. J Am Coll Surg 224:1057–1064CrossRef Kasumova GG, Tabatabaie O, Eskander MF et al (2017) National rise of primary pancreatic carcinoid tumors: comparison to functional and nonfunctional pancreatic neuroendocrine tumors. J Am Coll Surg 224:1057–1064CrossRef
5.
go back to reference Yao JC, Hassan M, Phan A et al (2008) One hundred years after “carcinoid”: epidemiology of and prognostic factors for neuroendocrine tumors in 35,825 cases in the United States. J Clin Oncol 26:3063–3072CrossRef Yao JC, Hassan M, Phan A et al (2008) One hundred years after “carcinoid”: epidemiology of and prognostic factors for neuroendocrine tumors in 35,825 cases in the United States. J Clin Oncol 26:3063–3072CrossRef
6.
go back to reference Modlin IMOK, Chung DC et al (2008) Gastroenteropancreatic neuroendocrine tumours. Lancet Oncol 9:61–72CrossRef Modlin IMOK, Chung DC et al (2008) Gastroenteropancreatic neuroendocrine tumours. Lancet Oncol 9:61–72CrossRef
7.
go back to reference Bilimoria KY, Tomlinson JS, Merkow RP et al (2007) Clinicopathologic features and treatment trends of pancreatic neuroendocrine tumors: analysis of 9821 patients. J Gastrointest Surg 11:1460–1467 (discussion 1467–1469)CrossRef Bilimoria KY, Tomlinson JS, Merkow RP et al (2007) Clinicopathologic features and treatment trends of pancreatic neuroendocrine tumors: analysis of 9821 patients. J Gastrointest Surg 11:1460–1467 (discussion 1467–1469)CrossRef
8.
go back to reference Ellison TA, Wolfgang CL, Shi C et al (2014) A single institution’s 26-year experience with nonfunctional pancreatic neuroendocrine tumors: a validation of current staging systems and a new prognostic nomogram. Ann Surg 259:204–212CrossRef Ellison TA, Wolfgang CL, Shi C et al (2014) A single institution’s 26-year experience with nonfunctional pancreatic neuroendocrine tumors: a validation of current staging systems and a new prognostic nomogram. Ann Surg 259:204–212CrossRef
9.
go back to reference Franko J, Feng W, Yip L et al (2010) Non-functional neuroendocrine carcinoma of the pancreas: incidence, tumor biology, and outcomes in 2,158 patients. J Gastrointest Surg 14:541–548CrossRef Franko J, Feng W, Yip L et al (2010) Non-functional neuroendocrine carcinoma of the pancreas: incidence, tumor biology, and outcomes in 2,158 patients. J Gastrointest Surg 14:541–548CrossRef
10.
go back to reference Genc CG, Falconi M, Partelli S et al (2018) Recurrence of pancreatic neuroendocrine tumors and survival predicted by Ki67. Ann Surg Oncol 25:2467–2474CrossRef Genc CG, Falconi M, Partelli S et al (2018) Recurrence of pancreatic neuroendocrine tumors and survival predicted by Ki67. Ann Surg Oncol 25:2467–2474CrossRef
11.
go back to reference Marchegiani G, Landoni L, Andrianello S et al (2019) Patterns of recurrence after resection for pancreatic neuroendocrine tumors: Who, when, and where? Neuroendocrinology 108:161–171CrossRef Marchegiani G, Landoni L, Andrianello S et al (2019) Patterns of recurrence after resection for pancreatic neuroendocrine tumors: Who, when, and where? Neuroendocrinology 108:161–171CrossRef
12.
go back to reference Zhang XF, Beal EW, Weiss M et al (2018) Timing of disease occurrence and hepatic resection on long-term outcome of patients with neuroendocrine liver metastasis. J Surg Oncol 117:171–181CrossRef Zhang XF, Beal EW, Weiss M et al (2018) Timing of disease occurrence and hepatic resection on long-term outcome of patients with neuroendocrine liver metastasis. J Surg Oncol 117:171–181CrossRef
13.
go back to reference Pulvirenti A, Javed AA, Landoni L (2019) Multi-institutional development and external validation of a nomogram to predict recurrence after curative resection of pancreatic neuroendocrine tumors. Ann Surg Pulvirenti A, Javed AA, Landoni L (2019) Multi-institutional development and external validation of a nomogram to predict recurrence after curative resection of pancreatic neuroendocrine tumors. Ann Surg
14.
go back to reference Zhang XF, Xue F, Wu Z et al (2020) Development and validation of a modified eighth AJCC staging system for primary pancreatic neuroendocrine tumors. Ann Surg Zhang XF, Xue F, Wu Z et al (2020) Development and validation of a modified eighth AJCC staging system for primary pancreatic neuroendocrine tumors. Ann Surg
15.
go back to reference Sahara K, Tsilimigras DI, Mehta R et al (2020) Trends in the number of lymph nodes evaluated among patients with pancreatic neuroendocrine tumors in the united states: a multi-institutional and national database analysis. Ann Surg Oncol 27:1203–1212CrossRef Sahara K, Tsilimigras DI, Mehta R et al (2020) Trends in the number of lymph nodes evaluated among patients with pancreatic neuroendocrine tumors in the united states: a multi-institutional and national database analysis. Ann Surg Oncol 27:1203–1212CrossRef
16.
go back to reference Heidsma CM, Tsilimigras DI, van Dieren S et al (2020) Indications and outcomes of enucleation versus formal pancreatectomy for pancreatic neuroendocrine tumors. HPB (Oxford) Heidsma CM, Tsilimigras DI, van Dieren S et al (2020) Indications and outcomes of enucleation versus formal pancreatectomy for pancreatic neuroendocrine tumors. HPB (Oxford)
17.
go back to reference Genc CG, Jilesen AP, Partelli S et al (2018) A new scoring system to predict recurrent disease in grade 1 and 2 nonfunctional pancreatic neuroendocrine tumors. Ann Surg 267:1148–1154CrossRef Genc CG, Jilesen AP, Partelli S et al (2018) A new scoring system to predict recurrent disease in grade 1 and 2 nonfunctional pancreatic neuroendocrine tumors. Ann Surg 267:1148–1154CrossRef
18.
go back to reference Dong DH, Zhang XF, Lopez-Aguiar AG et al (2020) Tumor burden score predicts tumor recurrence of non-functional pancreatic neuroendocrine tumors after curative resection. HPB (Oxford) 22:1149–1157CrossRef Dong DH, Zhang XF, Lopez-Aguiar AG et al (2020) Tumor burden score predicts tumor recurrence of non-functional pancreatic neuroendocrine tumors after curative resection. HPB (Oxford) 22:1149–1157CrossRef
19.
go back to reference Sasaki K, Morioka D, Conci S et al (2018) The tumor burden score: a new, “metro-ticket: prognostic tool for colorectal liver metastases based on tumor size and number of tumors. Ann Surg 267:132–141CrossRef Sasaki K, Morioka D, Conci S et al (2018) The tumor burden score: a new, “metro-ticket: prognostic tool for colorectal liver metastases based on tumor size and number of tumors. Ann Surg 267:132–141CrossRef
20.
go back to reference Rindi G, Petrone G (2014) Inzani F The 2010 WHO classification of digestive neuroendocrine neoplasms: a critical appraisal four years after its introduction. Endocr Pathol 25:186–192CrossRef Rindi G, Petrone G (2014) Inzani F The 2010 WHO classification of digestive neuroendocrine neoplasms: a critical appraisal four years after its introduction. Endocr Pathol 25:186–192CrossRef
21.
go back to reference Falconi M, Eriksson B, Kaltsas G et al (2016) ENETS Consensus guidelines update for the management of patients with functional pancreatic neuroendocrine tumors and non-functional pancreatic neuroendocrine tumors. Neuroendocrinology 103:153–171CrossRef Falconi M, Eriksson B, Kaltsas G et al (2016) ENETS Consensus guidelines update for the management of patients with functional pancreatic neuroendocrine tumors and non-functional pancreatic neuroendocrine tumors. Neuroendocrinology 103:153–171CrossRef
22.
go back to reference Orditura M, Petrillo A, Ventriglia J et al (2016) Pancreatic neuroendocrine tumors: nosography, management and treatment. Int J Surg 28(Suppl 1):S156-162CrossRef Orditura M, Petrillo A, Ventriglia J et al (2016) Pancreatic neuroendocrine tumors: nosography, management and treatment. Int J Surg 28(Suppl 1):S156-162CrossRef
23.
go back to reference Solcia EKG, Sobin LH (2000) Histological typing of endocrine tumours, 2nd edn. Springer, New YorkCrossRef Solcia EKG, Sobin LH (2000) Histological typing of endocrine tumours, 2nd edn. Springer, New YorkCrossRef
24.
go back to reference DeLellis RALRV, Heitz PU et al (2004) Pathology and genetics of tumours of endocrine organs, 3rd edn. International Agency for Research on Cancer, Lyon DeLellis RALRV, Heitz PU et al (2004) Pathology and genetics of tumours of endocrine organs, 3rd edn. International Agency for Research on Cancer, Lyon
25.
go back to reference Inzani F, Petrone G, Rindi G (2018) The New World Health Organization classification for pancreatic neuroendocrine neoplasia. Endocrinol Metab Clin N Am 47:463–470CrossRef Inzani F, Petrone G, Rindi G (2018) The New World Health Organization classification for pancreatic neuroendocrine neoplasia. Endocrinol Metab Clin N Am 47:463–470CrossRef
26.
go back to reference Lloyd RV, Osamura RY, Kloppel G et al (2017) WHO classification of tumours of endocrine organs, 4th edn. International Agency for Research on Cancer, Lyon, pp 209–240 Lloyd RV, Osamura RY, Kloppel G et al (2017) WHO classification of tumours of endocrine organs, 4th edn. International Agency for Research on Cancer, Lyon, pp 209–240
27.
go back to reference Basturk O, Tang L, Hruban RH et al (2014) Poorly differentiated neuroendocrine carcinomas of the pancreas: a clinicopathologic analysis of 44 cases. Am J Surg Pathol 38:437–447CrossRef Basturk O, Tang L, Hruban RH et al (2014) Poorly differentiated neuroendocrine carcinomas of the pancreas: a clinicopathologic analysis of 44 cases. Am J Surg Pathol 38:437–447CrossRef
28.
go back to reference Tang LH, Untch BR, Reidy DL et al (2016) Well-differentiated neuroendocrine tumors with a morphologically apparent high-grade component: a pathway distinct from poorly differentiated neuroendocrine carcinomas. Clin Cancer Res 22:1011–1017CrossRef Tang LH, Untch BR, Reidy DL et al (2016) Well-differentiated neuroendocrine tumors with a morphologically apparent high-grade component: a pathway distinct from poorly differentiated neuroendocrine carcinomas. Clin Cancer Res 22:1011–1017CrossRef
29.
go back to reference Scarpa A, Chang DK, Nones K et al (2017) Whole-genome landscape of pancreatic neuroendocrine tumours. Nature 543:65–71CrossRef Scarpa A, Chang DK, Nones K et al (2017) Whole-genome landscape of pancreatic neuroendocrine tumours. Nature 543:65–71CrossRef
30.
go back to reference Hashim YM, Trinkaus KM, Linehan DC et al (2014) Regional lymphadenectomy is indicated in the surgical treatment of pancreatic neuroendocrine tumors (PNETs). Ann Surg 259:197–203CrossRef Hashim YM, Trinkaus KM, Linehan DC et al (2014) Regional lymphadenectomy is indicated in the surgical treatment of pancreatic neuroendocrine tumors (PNETs). Ann Surg 259:197–203CrossRef
31.
go back to reference Bettini R, Boninsegna L, Mantovani W et al (2008) Prognostic factors at diagnosis and value of WHO classification in a mono-institutional series of 180 non-functioning pancreatic endocrine tumours. Ann Oncol 19:903–908CrossRef Bettini R, Boninsegna L, Mantovani W et al (2008) Prognostic factors at diagnosis and value of WHO classification in a mono-institutional series of 180 non-functioning pancreatic endocrine tumours. Ann Oncol 19:903–908CrossRef
32.
go back to reference Partelli S, Javed AA, Andreasi V et al (2018) The number of positive nodes accurately predicts recurrence after pancreaticoduodenectomy for nonfunctioning neuroendocrine neoplasms. Eur J Surg Oncol 44:778–783CrossRef Partelli S, Javed AA, Andreasi V et al (2018) The number of positive nodes accurately predicts recurrence after pancreaticoduodenectomy for nonfunctioning neuroendocrine neoplasms. Eur J Surg Oncol 44:778–783CrossRef
33.
go back to reference Dong DH, Zhang XF, Poultsides G et al (2019) Impact of tumor size and nodal status on recurrence of nonfunctional pancreatic neuroendocrine tumors </=2 cm after curative resection: A multi-institutional study of 392 cases. J Surg Oncol 120:1071–1079CrossRef Dong DH, Zhang XF, Poultsides G et al (2019) Impact of tumor size and nodal status on recurrence of nonfunctional pancreatic neuroendocrine tumors </=2 cm after curative resection: A multi-institutional study of 392 cases. J Surg Oncol 120:1071–1079CrossRef
34.
go back to reference Lopez-Aguiar AG, Ethun CG, Zaidi MY et al (2019) The conundrum of < 2-cm pancreatic neuroendocrine tumors: a preoperative risk score to predict lymph node metastases and guide surgical management. Surgery 166:15–21CrossRef Lopez-Aguiar AG, Ethun CG, Zaidi MY et al (2019) The conundrum of < 2-cm pancreatic neuroendocrine tumors: a preoperative risk score to predict lymph node metastases and guide surgical management. Surgery 166:15–21CrossRef
35.
go back to reference Clancy TE (2016) surgical management of pancreatic neuroendocrine tumors. Hematol Oncol Clin N Am 30:103–118CrossRef Clancy TE (2016) surgical management of pancreatic neuroendocrine tumors. Hematol Oncol Clin N Am 30:103–118CrossRef
36.
go back to reference Sasaki K, Margonis GA, Andreatos N et al (2017) The prognostic utility of the “Tumor Burden Score” based on preoperative radiographic features of colorectal liver metastases. J Surg Oncol 116:515–523CrossRef Sasaki K, Margonis GA, Andreatos N et al (2017) The prognostic utility of the “Tumor Burden Score” based on preoperative radiographic features of colorectal liver metastases. J Surg Oncol 116:515–523CrossRef
37.
go back to reference Vitale A, Lai Q, Farinati F et al (2018) Utility of tumor burden score to stratify prognosis of patients with hepatocellular cancer: results of 4759 cases from ITALICA Study Group. J Gastrointest Surg 22:859–871CrossRef Vitale A, Lai Q, Farinati F et al (2018) Utility of tumor burden score to stratify prognosis of patients with hepatocellular cancer: results of 4759 cases from ITALICA Study Group. J Gastrointest Surg 22:859–871CrossRef
38.
go back to reference Tsilimigras DI, Mehta R, Paredes AZ et al (2020) Overall tumor burden dictates outcomes for patients undergoing resection of multinodular hepatocellular carcinoma beyond the milan criteria. Ann Surg 272:574–581CrossRef Tsilimigras DI, Mehta R, Paredes AZ et al (2020) Overall tumor burden dictates outcomes for patients undergoing resection of multinodular hepatocellular carcinoma beyond the milan criteria. Ann Surg 272:574–581CrossRef
39.
go back to reference Konishi T, Shimada Y, Hsu M et al (2019) Contemporary validation of a nomogram predicting colon cancer recurrence, revealing all-stage improved outcomes. JNCI Cancer Spectr 2019: 3; pkz015 Konishi T, Shimada Y, Hsu M et al (2019) Contemporary validation of a nomogram predicting colon cancer recurrence, revealing all-stage improved outcomes. JNCI Cancer Spectr 2019: 3; pkz015
40.
go back to reference Lopez-Aguiar AG, Ethun CG, Postlewait LM et al (2018) Redefining the Ki-67 index stratification for low-grade pancreatic neuroendocrine tumors: improving its prognostic value for recurrence of disease. Ann Surg Oncol 25:290–298CrossRef Lopez-Aguiar AG, Ethun CG, Postlewait LM et al (2018) Redefining the Ki-67 index stratification for low-grade pancreatic neuroendocrine tumors: improving its prognostic value for recurrence of disease. Ann Surg Oncol 25:290–298CrossRef
41.
go back to reference Lowe K, Khithani A, Liu E et al (2012) Ki-67 labeling: a more sensitive indicator of malignant phenotype than mitotic count or tumor size? J Surg Oncol 106:724–727CrossRef Lowe K, Khithani A, Liu E et al (2012) Ki-67 labeling: a more sensitive indicator of malignant phenotype than mitotic count or tumor size? J Surg Oncol 106:724–727CrossRef
42.
go back to reference McCall CM, Shi C, Cornish TC et al (2013) Grading of well-differentiated pancreatic neuroendocrine tumors is improved by the inclusion of both Ki67 proliferative index and mitotic rate. Am J Surg Pathol 37:1671–1677CrossRef McCall CM, Shi C, Cornish TC et al (2013) Grading of well-differentiated pancreatic neuroendocrine tumors is improved by the inclusion of both Ki67 proliferative index and mitotic rate. Am J Surg Pathol 37:1671–1677CrossRef
43.
go back to reference Mayo SC, Nathan H, Cameron JL et al (2012) Conditional survival in patients with pancreatic ductal adenocarcinoma resected with curative intent. Cancer 118(10):2674–2681CrossRef Mayo SC, Nathan H, Cameron JL et al (2012) Conditional survival in patients with pancreatic ductal adenocarcinoma resected with curative intent. Cancer 118(10):2674–2681CrossRef
44.
go back to reference Sahara K, Merath K, Tsilimigras DI et al (2019) Conditional disease-free survival after curative-intent liver resection for neuroendocrine liver metastasis. J Surg Oncol 120(7):1087–1095CrossRef Sahara K, Merath K, Tsilimigras DI et al (2019) Conditional disease-free survival after curative-intent liver resection for neuroendocrine liver metastasis. J Surg Oncol 120(7):1087–1095CrossRef
Metadata
Title
Recurrence of Non-functional Pancreatic Neuroendocrine Tumors After Curative Resection: A Tumor Burden-Based Prediction Model
Authors
Ding-Hui Dong
Xu-Feng Zhang
Alexandra G. Lopez-Aguiar
George Poultsides
Flavio Rocha
Sharon Weber
Ryan Fields
Kamran Idrees
Cliff Cho
Shishir K. Maithel
Timothy M. Pawlik
Publication date
01-07-2021
Publisher
Springer International Publishing
Published in
World Journal of Surgery / Issue 7/2021
Print ISSN: 0364-2313
Electronic ISSN: 1432-2323
DOI
https://doi.org/10.1007/s00268-021-06020-8

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