Identifying Risk Factors and Patterns for Early Recurrence of Pancreatic Neuroendocrine Tumors: A Multi-Institutional Study
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Cohort and Data Collection
2.2. Follow Up and Pattern of Recurrence
2.3. Statistical Analysis
3. Results
3.1. Patient Cohort
3.2. Time to Recurrence
3.3. Risk Factors for Recurrence
3.4. Patterns of Recurrence
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Dasari, A.; Shen, C.; Halperin, D.; Zhao, B.; Zhou, S.; Xu, Y.; Shih, T.; Yao, J.C. Trends in the incidence, prevalence, and survival outcomes in patients with neuroendocrine tumors in the United States. JAMA Oncol. 2017, 3, 1335–1342. [Google Scholar] [CrossRef]
- Yao, J.C.; Hassan, M.; Phan, A.; Dagohoy, C.; Leary, C.; Mares, J.E.; Abdalla, E.K.; Fleming, J.B.; Vauthey, J.-N.; Rashid, A.; et al. One hundred years after “carcinoid”: Epidemiology of and prognostic factors for neuroendocrine tumors in 35,825 cases in the United States. J. Clin. Oncol. 2008, 26, 3063–3072. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Genc, C.G.; Falconi, M.; Partelli, S.; Muffatti, F.; van Eeden, S.; Doglioni, C.; Klumpen, H.J.; van Eij, C.H.J.; Nieveeen van Dijkum, E.J.M. Recurrence of pancreatic neuroendocrine tumors and survival predicted by Ki67. Ann. Surg. Oncol. 2018, 25, 2467–2474. [Google Scholar] [CrossRef]
- Marchegiani, G.; Landoni, L.; Andrianello, S.; Masini, G.; Cingarlini, S.; D’Onofrio, M.; De Robertis, R.; Davi, M.; Capelli, P.; Manfirin, E.; et al. Patterns of recurrence after resection for pancreatic neuroendocrine tumors: Who, when, and where? Neuroendocrinology 2019, 108, 161–171. [Google Scholar] [CrossRef]
- Merath, K.; Bagante, F.; Beal, E.W.; Lopez-Aguiar, A.G.; Poultsides, G.; Makris, E.; Rocha, F.; Kanji, Z.; Weber, S.; Fisher, A.; et al. Nomogram predicting the risk of recurrence after curative-intent resection of primary non-metastatic gastrointestinal neuroendocrine tumors: An analysis of the U.S. Neuroendocrine Tumor Study Group. J. Surg. Oncol. 2018, 117, 868–878. [Google Scholar] [CrossRef] [PubMed]
- Zhang, X.-F.; Wu, Z.; Cloyd, J.; Lopez-Aguiar, A.G.; Poultsides, G.; Makris, E.; Rocha, F.; Kanji, Z.; Weber, S.; Fisher, A.; et al. Margin status and long-term prognosis of primary pancreatic neuroendocrine tumor after curative resection: Results from the US Neuroendocrine Tumor Study Group. Surgery 2019, 165, 548–556. [Google Scholar] [CrossRef] [PubMed]
- Ricci, C.; Casadei, R.; Taffurelli, G.; Campana, D.; Ambrosini, V.; Pacilio, C.A.; Santini, D.; Brighi, N.; Minni, F. Is radical surgery always curative in pancreatic neuroendocrine tumors? A cure model survival analysis. Pancreatology 2018, 18, 313–317. [Google Scholar] [CrossRef]
- Bilimoria, K.Y.; Talamonti, M.S.; Tomlinson, J.S.; Stewart, A.K.; Winchester, D.P.; Ko, C.Y.; Bentrem, D.J. Prognostic score predicting survival after resection of pancreatic neuroendocrine tumors: Analysis of 3851 patients. Ann. Surg. 2008, 247, 490–500. [Google Scholar] [CrossRef] [PubMed]
- Slagter, A.E.; Ryder, D.; Chakrabarty, B.; Lamarca, A.; Hubner, R.A.; Mansoor, W.; O’Reilly, D.A.; Fulfold, P.E.; Klumpen, H.J.; Valle, J.W.; et al. Prognostic factors for disease relapse in patients with neuroendocrine tumours who underwent curative surgery. Surg. Oncol. 2016, 25, 223–228. [Google Scholar] [CrossRef] [PubMed]
- Genc, C.G.; Jilesen, A.P.; Partelli, S.; Falconi, M.; Muffatti, F.; van Kemenade, F.J.; van Eeden, S.; Verheij, J.; van Dieren, S.; van Eijck, C.H.J.; et al. A new scoring system to predict recurrent disease in grade 1 and 2 nonfunctional pancreatic neuroendocrine tumors. Ann. Surg. 2018, 267, 1148–1154. [Google Scholar] [CrossRef]
- Zaidi, M.Y.; Lopez-Aguiar, A.G.; Switchenko, J.M.; Lipscomb, J.; Andreasi, V.; Partelli, S.; Gamboa, A.C.; Lee, R.M.; Poultsides, G.A.; Dillhoff, M.; et al. A novel validated recurrence risk score to guide a pragmatic surveillance strategy after resection of pancreatic neuroendocrine tumors: An international study of 1006 patients. Ann. Surg. 2019, 270, 422–433. [Google Scholar] [CrossRef] [PubMed]
- Dong, D.-H.; Zhang, X.-F.; Lopez-Aguiar, A.G.; Poultsides, G.; Makris, E.; Rocha, F.; Kanji, Z.; Weber, S.; Fisher, A.; Fields, R.; et al. Resection of pancreatic neuroendocrine tumors: Defining patterns and time course of recurrence. HPB 2019, 22, 215–223. [Google Scholar] [CrossRef]
- Zhang, X.F.; Beal, E.W.; Bagante, F.; Chakedis, J.; Weiss, M.; Popescu, I.; Marques, H.P.; Aldrighetti, L.; Maithel, S.K.; Pulitano, C.; et al. Early versus late recurrence of intrahepatic cholangiocarcinoma after resection with curative intent. Br. J. Surg. 2018, 105, 848–856. [Google Scholar] [CrossRef]
- Sahara, K.; Tsilimigras, D.I.; Kikuchi, Y.; Ethun, C.G.; Maithel, S.K.; Abbott, D.E.; Poultsides, G.A.; Hatzaras, I.; Fields, R.C.; Weiss, M.; et al. Defining and predicting early recurrence after resection for gallbladder cancer. Ann. Surg. Oncol. 2020, 28, 417–425. [Google Scholar] [CrossRef] [PubMed]
- Xing, H.; Zhang, W.G.; Cescon, M.; Liang, L.; Li, C.; Wang, M.D.; Wu, H.; Yee Lau, W.; Zhou, Y.-H.; Gu, W.-M.; et al. Defining and predicting early recurrence after liver resection of hepatocellular carcinoma: A multi-institutional study. HPB 2020, 22, 677–689. [Google Scholar] [CrossRef]
- da Silva, T.N.; van Velthuysen, M.L.F.; van Eijck, C.H.J.; Teunissen, J.J.; Hofland, J.; de Herder, W.W. Successful neoadjuvant peptide receptor radionuclide therapy for an inoperable pancreatic neuroendocrine tumour. Endocrinol. Diabetes Metab. Case Rep. 2018, 2018, 18-0015. [Google Scholar] [CrossRef] [Green Version]
- Jarroudi, O.A.H.T.; Serji, B.; Bouhout, T.; Eggyr, E.; Zaimi, A.; Jaouani, L.; Brahmi, S.A.; Afqir, S. Sunitinib as neoadjuvant treatment of neuroendocrine pancreatic tumors: Case report. J. Neoplasm 2019, 4. [Google Scholar] [CrossRef]
- Perysinakis, I.; Aggeli, C.; Kaltsas, G.; Zografos, G.N. Neoadjuvant therapy for advanced pancreatic neuroendocrine tumors: An emerging treatment modality? Hormones 2016, 15, 15–22. [Google Scholar] [CrossRef]
- Chen, L.; Chen, J. Perspective of neo-adjuvant/conversion and adjuvant therapy for pancreatic neuroendocrine tumors. J. Pancreatol. 2019, 2, 91–99. [Google Scholar] [CrossRef]
- Wente, M.N.; Veit, J.A.; Bassi, C.; Dervenis, C.; Fingerhut, A.; Gouma, D.J.; Izbicki, J.R.; Neoptolemos, J.P.; Padbury, R.T.; Sarr, M.G.; et al. Postpancreatectomy hemorrhage (PPH): An international study group of pancreatic surgery (ISGPS) definition. Surgery 2007, 142, 20–25. [Google Scholar] [CrossRef]
- Falconi, M.; Eriksson, B.; Kaltsas, G.; Bartsch, D.K.; Capdevila, J.; Caplin, M.; Kos-Kudla, B.; Kwekkeboom, D.; Rindi, G.; Kloppel, G.; et al. ENETS consensus guidelines update for the management of patients with functional pancreatic neuroendocrine tumors and non-functional pancreatic neuroendocrine tumors. Histopathology 2008, 52, 787–796. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Verbeke, C.S. Resection margins and R1 rates in pancreatic cancer--are we there yet? Histopathology. 2008, 52, 787–796. [Google Scholar] [CrossRef] [PubMed]
- Amin, M.B.; Greene, F.L.; Edge, S.B.; Compton, C.C.; Gershenwald, J.E.; Brookland, R.K.; Mayer, L.; Gress, D.M.; Byrd, D.R.; Winchester, D.P. The eighth edition AJCC cancer staging manual: Continuing to build a bridge from a population-based to a more “personalized” approach to cancer staging. CA Cancer J. Clin. 2017, 67, 93–99. [Google Scholar] [CrossRef] [PubMed]
- Dindo, D.; Demartines, N.; Clavien, P.-A. Classification of surgical complications: A new proposal with evaluation in a cohort of 6336 patients and results of a survey. Ann. Surg. 2004, 240, 205–213. [Google Scholar] [CrossRef]
- Groot, V.P.; Gemenetzis, G.; Blair, A.B.; Rivero-Soto, R.J.; Yu, J.; Javed, A.A.; Burkhart, R.A.; Borel Rinkes, I.H.M.; Molenaar, I.Q.; Cameron, J.L.; et al. Defining and predicting early recurrence in 957 patients with resected pancreatic ductal adenocarcinoma. Ann. Surg. 2019, 269, 1154–1162. [Google Scholar] [CrossRef] [PubMed]
- Strosberg, J.R.; Cheema, A.; Weber, J.M.; Ghayouri, M.; Han, G.; Hodul, P.J.; Kvols, L.K. Relapse-free survival in patients with nonmetastatic, surgically resected pancreatic neuroendocrine tumors: An analysis of the AJCC and ENETS staging classifications. Ann. Surg. 2012, 256, 321–325. [Google Scholar] [CrossRef]
- Triponez, F.; Dosseh, D.; Goudet, P.; Cougard, P.; Bauters, C.; Murat, A.; Cadiot, G.; Nicolli-Sire, P.; Chayvialle, J.-A.; Calender, A.; et al. Epidemiology data on 108 MEN 1 patients from the GTE with isolated nonfunctioning tumors of the pancreas. Ann. Surg. 2006, 243, 265–272. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nottegar, A.; Veronese, N.; Senthil, M.; Roumen, R.M.; Stubbs, B.; Choi, A.H.; Verheuvel, N.C.; Solmi, M.; Pea, A.; Capelli, P.; et al. Extra-nodal extension of sentinel lymph node metastasis is a marker of poor prognosis in breast cancer patients: A systematic review and an exploratory meta-analysis. Eur. J. Surg. Oncol. 2016, 42, 919–925. [Google Scholar] [CrossRef] [Green Version]
- Benson, A.B.; 3rd Schrag, D.; Somerfield, M.R.; Cohen, A.M.; Figueredo, A.T.; Flynn, P.J.; Krzyzanowska, M.K.; Maroun, J.; McAllister, P.; Van Cutsem, E.; et al. American Society of Clinical Oncology recommendations on adjuvant chemotherapy for stage II colon cancer. J. Clin. Oncol. 2004, 22, 3408–3419. [Google Scholar] [CrossRef]
- Fang, C.; Wang, W.; Feng, X.; Sun, J.; Zhang, Y.; Zeng, Y.; Wang, J.; Chen, H.; Cai, M.; Lin, J.; et al. Nomogram individually predicts the overall survival of patients with gastroenteropancreatic neuroendocrine neoplasms. Br. J. Cancer. 2017, 117, 1544–1550. [Google Scholar] [CrossRef] [Green Version]
- Tanaka, M.; Heckler, M.; Mihaljevic, A.L.; Probst, P.; Klaiber, U.; Heger, U.; Schimmack, S.; Buchler, M.W.; Hackert, T. Systematic review and metaanalysis of lymph node metastases of resected pancreatic neuroendocrine tumors. Ann. Surg. Oncol. 2021, 28, 1614–1624. [Google Scholar] [CrossRef]
- Conrad, C.; Kutlu, O.C.; Dasari, A.; Chan, J.A.; Vauthey, J.N.; Adams, D.B.; Kim, M.; Fleming, J.B.; Katz, M.H.G.; Lee, J.E. Prognostic value of lymph node status and extent of lymphadenectomy in pancreatic neuroendocrine tumors confined to and extending beyond the pancreas. J. Gastrointest. Surg. 2016, 20, 1966–1974. [Google Scholar] [CrossRef] [PubMed]
- Sahara, K.; Tsilimigras, D.I.; Mehta, R.; Moro, A.; Paredes, A.Z.; Lopez–Aguiar, A.G.; Rocha, F.; Kanji, Z.; Weber, S.; Fisher, A.; et al. 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. 2020, 27, 1203–1212. [Google Scholar] [CrossRef] [PubMed]
- Zhang, X.; Lu, L.; Liu, P.; Cao, F.; Wei, Y.; Ma, L.; Gong, P. Predictive effect of the total number of examined lymph nodes on n staging and survival in pancreatic neuroendocrine neoplasms. Pancreas 2018, 47, 183–189. [Google Scholar] [CrossRef] [PubMed]
- National Comprehensive Cancer Network. NCCN Guidelines Version 1.2015 Neuroendocrine Tumors; NCCN: Plymouth Meeting, PA, USA, 2015. [Google Scholar]
- Kulke, M.H.; Anthony, L.B.; Bushnell, D.L.; de Herder, W.W.; Goldsmith, S.J.; Klimstra, D.S.; Marx, S.J.; Pasieka, J.L.; Pommier, R.F.; Yao, J.C.; et al. NANETS treatment guidelines: Well-differentiated neuroendocrine tumors of the stomach and pancreas. Pancreas 2010, 39, 735–752. [Google Scholar] [CrossRef] [Green Version]
- Heidsma, C.M.; Engelsman, A.F.; van Dieren, S.; Stommel, M.W.J.; de Hingh, I.; Vriens, M.; Hol, L.; Festen, S.; Mekenkamp, L.; Hoogwater, F.J.H.; et al. Watchful waiting for small non-functional pancreatic neuroendocrine tumours: Nationwide prospective cohort study (PANDORA). Br. J. Surg. 2021. [Google Scholar] [CrossRef]
- Dong, D.-H.; Zhang, X.-F.; Lopez-Aguiar, A.G.; Poultsides, G.; Makris, E.; Rocha, F.; Kanji, Z.; Weber, S.; Fisher, A.; Fields, R.; et al. Tumor burden score predicts tumor recurrence of non-functional pancreatic neuroendocrine tumors after curative resection. HPB 2020, 22, 1149–1157. [Google Scholar] [CrossRef] [PubMed]
Characteristics | All Patients (n = 807) | No Recurrence (n = 681) | Recurrence (n = 127) | p |
---|---|---|---|---|
Patient | ||||
Male, % | 406 (50.3) | 344 (50.5) | 62 (49.2) | 0.85 |
Age, ± SD | 58 (49–66) | 59 (49–66) | 58 (48–66) | 0.72 |
BMI, ± SD | 27 (24–32) | 28 (25–32) | 25 (22–29) | <0.01 |
ASA, % | 0.15 | |||
I | 44 (5.7) | 32 (4.7) | 12 (9.5) | |
II | 355 (45.7) | 305 (44.8) | 50 (39.7) | |
III | 361 (46.5) | 304 (44.6) | 57 (45.2) | |
IV | 17 (2.2) | 15 (2.2) | 2 (1.6) | |
Tumor | ||||
Functional tumor, % | 90 (11.3) | 81 (11.9) | 9 (7.1) | 0.13 |
Symptomatic, % | 381 (53.8) | 322 (47.3) | 59 (46.8) | 0.08 |
Tumor size, IQR, cm | 2.2 (1.4–3.8) | 1.9 (1.3–3.5) | 4.0 (2.5–6.9) | <0.01 |
Tumor Location, % | <0.01 | |||
Head | 246 (30.5) | 189 (27.8) | 57 (45.2) | |
Body | 238 (29.5) | 210 (30.8) | 28 (22.2) | |
Tail | 321 (39.8) | 281 (41.3) | 40 (31.7) | |
Multiple tumors, % | 15 (2.1) | 15 (2.2) | 0 | 0.24 |
Type of resection | <0.01 | |||
Pancreatoduodenectomy | 246 (32.3) | 188 (27.6) | 58 (46.0) | |
Distal pancreatectomy | 451 (59.3) | 397 (58.3) | 54 (42.9) | |
Enucleation/Central | 64 (8.4) | 56 (8.2) | 8 (6.3) | |
Major venous/arterial resection | 35 (4.9) | 22 (3.2) | 13 (10.3) | <0.01 |
Complications CD grade ≥ 3 | 197 (24.4) | 159 (23.3) | 38 (30.2) | 0.12 |
Pathological | ||||
Tumor Grade, % | <0.01 | |||
G1 | 437 (54.2) | 399 (58.6) | 38 (30.2) | |
G2 | 211 (26.1) | 158 (23.2) | 53 (42.1) | |
LVI, % | 170 (21.1) | 126 (18.5) | 44 (34.9) | <0.01 |
PNI, % | 124 (15.4) | 98 (14.4) | 26 (20.6) | <0.01 |
Resection Margin, % | 0.005 | |||
R0 | 687 (85.1) | 590 (86.6) | 97 (77.0) | |
R1 | 120 (14.9) | 91 (13.4) | 29 (23.0) | |
T Stage, % | <0.01 | |||
T1 | 348 (43.1) | 334 (49.0) | 14 (11.1) | |
T2 | 241 (29.9) | 201 (29.5) | 40 (31.7) | |
T3 | 154 (19.1) | 106 (15.6) | 48 (38.1) | |
Positive lymph nodes (%) | 177 (21.9) | 118 (17.3) | 59 (46.8) | <0.01 |
No. of lymph nodes retrieved (IQR) | 9 (4–15) | 9 (4–15) | 10 (5–16) | 0.29 |
Characteristics | Early Recurrence (n = 49) | Late Recurrence (n = 77) | p |
---|---|---|---|
Patient | |||
Male, % | 21 (42.9) | 41 (53.2) | 0.26 |
Age, ± SD | 58 (49–69) | 58 (47–66) | 0.51 |
BMI, ± SD | 26 (23–30) | 24 (22–28) | 0.28 |
ASA, % | 0.73 | ||
I | 3 (6.1) | 9 (11.7) | |
II | 21 (42.9) | 29 (37.7) | |
III | 22 (44.9) | 35 (45.5) | |
IV | 1 (2.0) | 1 (1.3) | |
Tumor | |||
Functional tumor, % | 4 (8.2) | 5 (6.5) | 0.70 |
Symptomatic, % | 24 (49.0) | 35 (45.5) | 0.31 |
Tumor size, IQR, cm | 4.7 (2.7–7.5) | 3.5 (2.5–6.0) | 0.20 |
Tumor Location, % | 0.74 | ||
Head | 23 (46.9) | 34 (44.2) | |
Body | 9 (18.4) | 19 (24.7) | |
Tail | 16 (32.7) | 24 (31.2) | |
Multiple tumors, % | 0 | 0 | - |
Type of Resection | 0.11 | ||
Pancreatoduodenectomy | 21 (42.9) | 37 (48.1) | |
Distal pancreatectomy | 21 (42.9) | 33 (42.9) | |
Enucleation/Central | 6 (12.2) | 2 (2.6) | |
Major venous/arterial resection | 6 (12.2) | 7 (9.1) | 0.87 |
Complications CD grade ≥ 3 | 16 (32.7) | 22 (28.6) | 0.95 |
Pathological | |||
Tumor Grade, % | 0.92 | ||
G1 | 14 (28.6) | 24 (31.2) | |
G2 | 19 (38.8) | 34 (44.2) | |
LVI, % | 18 (36.7) | 26 (33.8) | 0.74 |
PNI, % | 10 (20.4) | 16 (20.8) | 0.47 |
Resection Margin, % | 0.58 | ||
R0 | 39 (79.6) | 58 (75.3) | |
R1 | 10 (20.4) | 19 (24.7) | |
T Stage, % | 0.28 | ||
T1 | 6 (12.2) | 8 (10.4) | |
T2 | 12 (24.5) | 28 (36.4) | |
T3 | 24 (49.0) | 24 (31.2) | |
Positive lymph nodes (%) | 23 (46.9) | 36 (46.8) | 0.78 |
No. of lymph nodes retrieved (IQR) | 11 (5–17) | 8 (4–16) | 0.27 |
Bivariate | Multivariate | |||
Recurrence | Odds Ratio (95% CI) | p | Odds Ratio (95% CI) | p |
Age, >65 vs. ≤65 | 1.05 (0.69–1.60) | 0.80 | ||
Male | 1.05 (0.72–1.54) | 0.79 | ||
Symptomatic | 1.53 (0.98–2.39) | 0.06 | 1.15(0.58–2.30) | 0.68 |
Functional status | 0.56 (0.28–1.15) | 0.11 | ||
Tumor size (cm) | 1.23 (1.16–1.30) | <0.01 | 1.17 (1.05–1.30) | 0.004 |
Margin status: R0 vs. R1 | 1.94 (1.21–3.10) | 0.006 | 0.89 (0.38–2.09) | 0.91 |
Complications CD ≥3 | 1.50 (0.91–2.47) | 0.12 | ||
Tumor grade, G1 vs. G2 | 3.52 (2.23–5.55) | <0.01 | 2.82 (1.38–5.79) | 0.005 |
LVI | 5.00 (3.00–8.32) | <0.01 | 1.52 (0.67–3.47) | 0.32 |
PNI | 2.63 (1.53–4.51) | <0.01 | 0.96 (0.44–2.08) | 0.91 |
Positive lymph nodes | 3.68 (2.45–5.54) | <0.01 | 2.32 (1.02–5.25) | 0.045 |
Bivariate | Multivariate | |||
Early Recurrence (≤18 months) | Odds Ratio (95% CI) | p | Odds Ratio (95% CI) | p |
Age, >65 vs. ≤65 | 1.36 (0.74–2.51) | 0.32 | ||
Male | 1.26 (0.71–2.25) | 0.44 | ||
Symptomatic | 1.21 (0.65–2.25) | 0.57 | ||
Functional status | 0.70 (0.24–1.99) | 0.50 | ||
Tumor size (cm) | 1.23 (1.15–1.32) | <0.01 | 1.20 (1.05–1.37) | 0.007 |
Margin status: R0 vs. R1 | 1.51 (0.73–3.11) | 2.64 | ||
Complications CD ≥ 3 | 1.52 (0.32–3.19) | 0.27 | ||
Tumor grade, G1 vs. G2 | 3.42 (1.66–7.01) | 0.001 | 2.78 (0.96–8.07) | 0.06 |
LVI | 4.2 (2.01–8.65) | <0.01 | 0.97 (0.30–3.16) | 0.96 |
PNI | 2.14 (0.99–4.62) | 0.05 | 0.60 (0.20–1.83) | 0.37 |
Positive lymph nodes | 3.96 (2.16–7.28) | <0.01 | 4.69 (1.41–15.58) | 0.01 |
Bivariate | Multivariate | |||
Late Recurrence (>18 months) | Odds Ratio (95% CI) | p | Odds Ratio (95% CI) | p |
Age, >65 vs. ≤65 | 0.87 (0.51–1.49) | 0.61 | ||
Male | 0.93 (0.58–1.49) | 0.76 | ||
Symptomatic | 1.79 (0.98–2.26) | 0.06 | 1.26 (0.53–3.00) | 0.60 |
Functional status | 0.52 (0.20–1.31) | 0.17 | ||
Tumor size (cm) | 1.13 (1.06–1.21) | <0.01 | 1.08 (0.94–1.24) | 0.26 |
Margin status: R0 vs. R1 | 2.04 (1.17–3.57) | 0.01 | 1.46 (0.55–3.91) | 0.45 |
Complications CD ≥ 3 | 1.40 (0.74–2.62) | 0.30 | ||
Tumor grade, G1 vs. G2 | 3.06 (1.77–5.29) | <0.01 | 2.55 (1.03–6.34) | 0.04 |
LVI | 4.61 (2.40–8.88) | <0.01 | 2.00 (0.71–5.95) | 0.19 |
PNI | 2.72 (1.36–5.45) | 0.005 | 1.24 (0.48–3.19) | 0.66 |
Positive lymph nodes | 2.75 (1.68–4.48) | <0.01 | 1.10 (0.40–3.08) | 0.85 |
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Heidsma, C.M.; Tsilimigras, D.I.; Rocha, F.; Abbott, D.E.; Fields, R.; Poultsides, G.A.; Cho, C.S.; Lopez-Aguiar, A.G.; Kanji, Z.; Fisher, A.V.; et al. Identifying Risk Factors and Patterns for Early Recurrence of Pancreatic Neuroendocrine Tumors: A Multi-Institutional Study. Cancers 2021, 13, 2242. https://doi.org/10.3390/cancers13092242
Heidsma CM, Tsilimigras DI, Rocha F, Abbott DE, Fields R, Poultsides GA, Cho CS, Lopez-Aguiar AG, Kanji Z, Fisher AV, et al. Identifying Risk Factors and Patterns for Early Recurrence of Pancreatic Neuroendocrine Tumors: A Multi-Institutional Study. Cancers. 2021; 13(9):2242. https://doi.org/10.3390/cancers13092242
Chicago/Turabian StyleHeidsma, Charlotte M., Diamantis I. Tsilimigras, Flavio Rocha, Daniel E. Abbott, Ryan Fields, George A. Poultsides, Clifford S. Cho, Alexandra G. Lopez-Aguiar, Zaheer Kanji, Alexander V. Fisher, and et al. 2021. "Identifying Risk Factors and Patterns for Early Recurrence of Pancreatic Neuroendocrine Tumors: A Multi-Institutional Study" Cancers 13, no. 9: 2242. https://doi.org/10.3390/cancers13092242
APA StyleHeidsma, C. M., Tsilimigras, D. I., Rocha, F., Abbott, D. E., Fields, R., Poultsides, G. A., Cho, C. S., Lopez-Aguiar, A. G., Kanji, Z., Fisher, A. V., Krasnick, B. A., Idrees, K., Makris, E., Beems, M., van Eijck, C. H. J., Nieveen van Dijkum, E. J. M., Maithel, S. K., & Pawlik, T. M. (2021). Identifying Risk Factors and Patterns for Early Recurrence of Pancreatic Neuroendocrine Tumors: A Multi-Institutional Study. Cancers, 13(9), 2242. https://doi.org/10.3390/cancers13092242