Chronic Treatment with Somatostatin Analogues in Recurrent Type 1 Gastric Neuroendocrine Tumors
Abstract
:1. Introduction
2. Material and Methods
2.1. Clinical Evaluation
2.2. Serum Analysis
2.3. Radiological Assessment
2.4. Endoscopic Assessment
2.5. Histopathological Assessment
2.6. Treatment Response Criteria
2.7. Statistical Analysis
3. Results
3.1. Patient Characteristics
3.2. Effect of Somatostatin Analogues Treatment on Biochemical Variables
3.3. Chronic Treatment with Somatostatin Analogues in the Prevention of Tumor Recurrence
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Klöppel, G. Tumour Biology and Histopathology of Neuroendocrine Tumours. Best Pract. Res. Clin. Endocrinol. Metab. 2007, 21, 15–31. [Google Scholar] [CrossRef]
- 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. [Google Scholar] [CrossRef]
- Rindi, G.; Bordi, C.; Rappel, S.; La Rosa, S.; Stolte, M.; Solcia, E. Gastric Carcinoids and Neuroendocrine Carcinomas: Pathogenesis, Pathology, and Behavior. World J. Surg. 1996, 20, 168–172. [Google Scholar] [CrossRef]
- Nikou, G.C.; Angelopoulos, T.P. Current Concepts on Gastric Carcinoid Tumors. Gastroenterol. Res. Pract. 2012, 2012, 287825. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- BURKITT, M.D.; PRITCHARD, D.M. Review Article: Pathogenesis and Management of Gastric Carcinoid Tumours. Aliment. Pharmacol. Ther. 2006, 24, 1305–1320. [Google Scholar] [CrossRef] [PubMed]
- Modlin, I.M.; Lye, K.D.; Kidd, M. Carcinoid Tumors of the Stomach. Surg. Oncol. 2003, 12, 153–172. [Google Scholar] [CrossRef] [PubMed]
- Pritchard, D.M. Zollinger–Ellison Syndrome: Still a Diagnostic Challenge in the 21st Century? Gastroenterology 2011, 140, 1380–1383. [Google Scholar] [CrossRef]
- Dias, A.R.; Azevedo, B.C.; Alban, L.B.V.; Yagi, O.K.; Ramos, M.F.K.P.; Jacob, C.E.; Barchi, L.C.; Cecconello, I.; Ribeiro-Jr, U.; Zilberstein, B. Gastric neuroendocrine tumor: Review and update. ABCD Arq. Bras. Cir. Dig. 2017, 30, 150–154. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nakata, K.; Aishima, S.; Ichimiya, H.; Yao, T.; Matsuura, T.; Seo, M.; Nagai, E.; Okido, M.; Kato, M.; Nakagaki, M.; et al. Unusual Multiple Gastric Carcinoids with Hypergastrinemia: Report of a Case. Surg. Today 2010, 40, 267–271. [Google Scholar] [CrossRef]
- Shiroma, S.; Higuchi, K.; Ota, H.; Umeno, J.; Ishioka, M.; Hirasawa, T.; Kuba, H.; Ono, T.; Uchima, R.; Nagamura, R. A Rare Case of an Enterochromaffin-like Neuroendocrine Tumor Associated with Parietal Cell Dysfunction Treated Using Endoscopic Submucosal Dissection. Clin. J. Gastroenterol. 2022, 15, 1041–1047. [Google Scholar] [CrossRef]
- Abraham, S.C.; Carney, J.A.; Ooi, A.; Choti, M.A.; Argani, P. Achlorhydria, Parietal Cell Hyperplasia, and Multiple Gastric Carcinoids: A New Disorder. Am. J. Surg. Pathol. 2005, 29, 969–975. [Google Scholar] [CrossRef]
- Waldmann, J.; Fendrich, V.; Habbe, N.; Bartsch, D.K.; Slater, E.P.; Kann, P.H.; Rothmund, M.; Langer, P. Screening of Patients with Multiple Endocrine Neoplasia Type 1 (MEN-1): A Critical Analysis of Its Value. World J. Surg. 2009, 33, 1208–1218. [Google Scholar] [CrossRef]
- Ellis, L.; Shale, M.J.; Coleman, M.P. Carcinoid Tumors of the Gastrointestinal Tract: Trends in Incidence in England Since 1971. Off. J. Am. Coll. Gastroenterol.|ACG 2010, 105, 2563–2569. [Google Scholar] [CrossRef] [PubMed]
- Lehy, T.; Roucayrol, A.-M.; Mignon, M. Histomorphological Characteristics of Gastric Mucosa in Patients with Zollinger-Ellison Syndrome or Autoimmune Gastric Atrophy: Role of Gastrin and Atrophying Gastritis. Microsc. Res. Tech. 2000, 48, 327–338. [Google Scholar] [CrossRef]
- McCarthy, D.M. Proton Pump Inhibitor Use, Hypergastrinemia, and Gastric Carcinoids—What Is the Relationship? Int. J. Mol. Sci. 2020, 21, 662. [Google Scholar] [CrossRef] [Green Version]
- Sato, Y.; Imamura, H.; Kaizaki, Y.; Koizumi, W.; Ishido, K.; Kurahara, K.; Suzuki, H.; Fujisaki, J.; Hirakawa, K.; Hosokawa, O.; et al. Management and Clinical Outcomes of Type I Gastric Carcinoid Patients: Retrospective, Multicenter Study in Japan. Dig. Endosc. 2014, 26, 377–384. [Google Scholar] [CrossRef]
- Gladdy, R.A.; Strong, V.E.; Coit, D.; Allen, P.J.; Gerdes, H.; Shia, J.; Klimstra, D.S.; Brennan, M.F.; Tang, L.H. Defining Surgical Indications for Type I Gastric Carcinoid Tumor. Ann. Surg. Oncol. 2009, 16, 3154. [Google Scholar] [CrossRef] [PubMed]
- Higham, A.D.; Dimaline, R.; Varro, A.; Attwood, S.; Armstrong, G.; Dockray, G.J.; Thompson, D.G. Octreotide Suppression Test Predicts Beneficial Outcome from Antrectomy in a Patient with Gastric Carcinoid Tumor. Gastroenterology 1998, 114, 817–822. [Google Scholar] [CrossRef] [PubMed]
- Thirlby, R.C. Management of Patients with Gastric Carcinoid Tumors. Gastroenterology 1995, 108, 296–297. [Google Scholar] [CrossRef]
- Guillem, P.; Vlaeminck-Guillem, V.; Leteurtre, E.; Kornhauser, R.; Cortot, A.; Wemeau, J.-L.; Triboulet, J.-P. Fundic endocrine tumors and atrophic gastritis: The value of antrectomy. Gastroenterol. Clin. Biol. 2002, 26, 782–785. [Google Scholar]
- Massironi, S.; Zilli, A.; Conte, D. Somatostatin Analogs for Gastric Carcinoids: For Many, but Not All. WJG 2015, 21, 6785–6793. [Google Scholar] [CrossRef]
- Caplin, M.E.; Pavel, M.; Ćwikła, J.B.; Phan, A.T.; Raderer, M.; Sedláčková, E.; Cadiot, G.; Wolin, E.M.; Capdevila, J.; Wall, L.; et al. Lanreotide in Metastatic Enteropancreatic Neuroendocrine Tumors. N. Engl. J. Med. 2014, 371, 224–233. [Google Scholar] [CrossRef] [PubMed]
- Arnold, R.; Müller, H.; Schade-Brittinger, C.; Rinke, A.; Klose, K.; Barth, P.; Wied, M.; Mayer, C.; Aminossadati, B. Placebo-Controlled, Double-Blind, Prospective, Randomized Study of the Effect of Octreotide LAR in the Control of Tumor Growth in Patients with Metastatic Neuroendocrine Midgut Tumors: A Report from the PROMID Study Group. JCO 2009, 27 (Suppl. S15), 4508. [Google Scholar] [CrossRef]
- Prinz, C.; Sachs, G.; Walsh, J.H.; Coy, D.H.; Wu, S.V. The Somatostatin Receptor Subtype on Rat Enterochromaffinlike Cells. Gastroenterology 1994, 107, 1067–1074. [Google Scholar] [CrossRef]
- D’Adda, T.; Annibale, B.; Delle Fave, G.; Bordi, C. Oxyntic Endocrine Cells of Hypergastrinaemic Patients. Differential Response to Antrectomy or Octreotide. Gut 1996, 38, 668. [Google Scholar] [CrossRef]
- Ferraro, G.; Annibale, B.; Marignani, M.; Azzoni, C.; D’Adda, T.; D’Ambra, G.; Bordi, C.; delle Fave, G. Effectiveness of Octreotide in Controlling Fasting Hypergastrinemia and Related Enterochromaffin-like Cell Growth. J. Clin. Endocrinol. Metab. 1996, 81, 677–683. [Google Scholar] [CrossRef] [Green Version]
- Bakke, I.; Sandvik, A.; Waldum, H. Octreotide Inhibits the Enterochromaffin-like Cell but Not Peroxisome Proliferator-Induced Hypergastrinemia. J. Mol. Endocrinol. 2000, 25, 109–119. [Google Scholar] [CrossRef] [Green Version]
- Prommegger, R.; Bale, R.; Ensinger, C.; Sauper, T.; Profanter, C.; Knoflach, M.; Moncayo, R. Gastric Carcinoid Type I Tumour: New Diagnostic and Therapeutic Method. Eur. J. Gastroenterol. Hepatol. 2003, 15, 705–707. [Google Scholar] [CrossRef]
- Rossi, R.E.; Invernizzi, P.; Mazzaferro, V.; Massironi, S. Response and Relapse Rates after Treatment with Long-acting Somatostatin Analogs in Multifocal or Recurrent Type-1 Gastric Carcinoids: A Systematic Review and Meta-analysis. United Eur. Gastroenterol. J. 2020, 8, 140–147. [Google Scholar] [CrossRef] [Green Version]
- Thomas, D.; Tsolakis, A.V.; Grozinsky-Glasberg, S.; Fraenkel, M.; Alexandraki, K.; Sougioultzis, S.; Gross, D.J.; Kaltsas, G. Long-Term Follow-up of a Large Series of Patients with Type 1 Gastric Carcinoid Tumors: Data from a Multicenter Study. Eur. J. Endocrinol. 2013, 168, 185–193. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Campana, D.; Ravizza, D.; Ferolla, P.; Faggiano, A.; Grimaldi, F.; Albertelli, M.; Berretti, D.; Castellani, D.; Cacciari, G.; Fazio, N.; et al. Clinical Management of Patients with Gastric Neuroendocrine Neoplasms Associated with Chronic Atrophic Gastritis: A Retrospective, Multicentre Study. Endocrine 2016, 51, 131–139. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Khuroo, M.S.; Khuroo, M.S.; Khuroo, N.S. Treatment of Type I Gastric Neuroendocrine Tumors with Somatostatin Analogs. J. Gastroenterol. Hepatol. 2010, 25, 548–554. [Google Scholar] [CrossRef] [PubMed]
- Grozinsky-Glasberg, S.; Kaltsas, G.; Gur, C.; Gal, E.; Thomas, D.; Fichman, S.; Alexandraki, K.; Barak, D.; Glaser, B.; Shimon, I.; et al. Long-Acting Somatostatin Analogues Are an Effective Treatment for Type 1 Gastric Carcinoid Tumours. Eur. J. Endocrinol. 2008, 159, 475–482. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Campana, D.; Nori, F.; Pezzilli, R.; Piscitelli, L.; Santini, D.; Brocchi, E.; Corinaldesi, R.; Tomassetti, P. Gastric Endocrine Tumors Type I: Treatment with Long-Acting Somatostatin Analogs. Endocr.-Relat. Cancer 2008, 15, 337–342. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Massironi, S.; Zilli, A.; Fanetti, I.; Ciafardini, C.; Conte, D.; Peracchi, M. Intermittent Treatment of Recurrent Type-1 Gastric Carcinoids with Somatostatin Analogues in Patients with Chronic Autoimmune Atrophic Gastritis. Dig. Liver Dis. 2015, 47, 978–983. [Google Scholar] [CrossRef]
- Jianu, C.S.; Fossmark, R.; Syversen, U.; Hauso, Ø.; Fykse, V.; Waldum, H.L. Five-Year Follow-up of Patients Treated for 1 Year with Octreotide Long-Acting Release for Enterochromaffin-like Cell Carcinoids. Scand. J. Gastroenterol. 2011, 46, 456–463. [Google Scholar] [CrossRef]
- Delle Fave, G.; O’’Toole, D.; Sundin, A.; Taal, B.; Ferolla, P.; Ramage, J.K.; Ferone, D.; Ito, T.; Weber, W.; Zheng-Pei, Z.; et al. ENETS Consensus Guidelines Update for Gastroduodenal Neuroendocrine Neoplasms. Neuroendocrinology 2016, 103, 119–124. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Falconi, M.; Eriksson, B.; Kaltsas, G.; Bartsch, D.K.; Capdevila, J.; Caplin, M.; Kos-Kudla, B.; Kwekkeboom, D.; Rindi, G.; Klöppel, G.; et al. ENETS Consensus Guidelines Update for the Management of Patients with Functional Pancreatic Neuroendocrine Tumors and Non-Functional Pancreatic Neuroendocrine Tumors. Neuroendocrinology 2016, 103, 153–171. [Google Scholar] [CrossRef] [Green Version]
- Salazar, R.; Wiedenmann, B.; Rindi, G.; Ruszniewski, P. ENETS 2011 Consensus Guidelines for the Management of Patients with Digestive Neuroendocrine Tumors: An Update. Neuroendocrinology 2012, 95, 71–73. [Google Scholar] [CrossRef]
- Ichikawa, J.T.S.; Koizumi, W.; Kida, Y.; Imaizumi, H.; Kida, M.; Saigenji, K.; Mitomi, H. Endoscopic Mucosal Resection in the Management of Gastric Carcinoid Tumors. Endoscopy 2003, 35, 203–206. [Google Scholar] [CrossRef] [PubMed]
- Hopper, A.D.; Bourke, M.J.; Hourigan, L.F.; Tran, K.; Moss, A.; Swan, M.P. En-Bloc Resection of Multiple Type 1 Gastric Carcinoid Tumors by Endoscopic Multi-Band Mucosectomy. J. Gastroenterol. Hepatol. 2009, 24, 1516–1521. [Google Scholar] [CrossRef]
- Uygun, A.; Kadayifci, A.; Polat, Z.; Yilmaz, K.; Gunal, A.; Demir, H.; Bagci, S. Long-Term Results of Endoscopic Resection for Type I Gastric Neuroendocrine Tumors. J. Surg. Oncol. 2014, 109, 71–74. [Google Scholar] [CrossRef] [PubMed]
- Merola, E.; Sbrozzi-Vanni, A.; Panzuto, F.; D’Ambra, G.; Di Giulio, E.; Pilozzi, E.; Capurso, G.; Lahner, E.; Bordi, C.; Annibale, B.; et al. Type I Gastric Carcinoids: A Prospective Study on Endoscopic Management and Recurrence Rate. Neuroendocrinology 2012, 95, 207–213. [Google Scholar] [CrossRef] [PubMed]
- Lahner, E.; Esposito, G.; Pilozzi, E.; Galli, G.; Corleto, V.D.; Di Giulio, E.; Annibale, B. Gastric Cancer in Patients with Type I Gastric Carcinoids. Gastric Cancer 2015, 18, 564–570. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Esposito, G.; Cazzato, M.; Rinzivillo, M.; Pilozzi, E.; Lahner, E.; Annibale, B.; Panzuto, F. Management of Type-I Gastric Neuroendocrine Neoplasms: A 10-Years Prospective Single Centre Study. Dig. Liver Dis. 2022, 54, 890–895. [Google Scholar] [CrossRef]
- Rinzivillo, M.; Panzuto, F.; Esposito, G.; Lahner, E.; Signore, A.; Annibale, B. Usefulness of 68-Gallium PET in Type I Gastric Neuroendocrine Neoplasia: A Case Series. J. Clin. Med. 2022, 11, 1641. [Google Scholar] [CrossRef]
- de Herder, W.W.; O’Toole, D.; Rindi, G.; Wiedenmann, B. ENETS Consensus Guidelines for the Management of Patients with Digestive Neuroendocrine Tumors, Part 1-Stomach, Duodenum and Pancreas. Neuroendocrinology 2006, 84, 151–216. [Google Scholar]
- Fykse, V.; Sandvik, A.K.; Qvigstad, G.; Falkmer, S.E.; Syversen, U.; Waldum, H.L. Treatment of ECL Cell Carcinoids with Octreotide LAR. Scand. J. Gastroenterol. 2004, 39, 621–628. [Google Scholar] [CrossRef]
- Panzuto, F.; Merola, E.; Pavel, M.E.; Rinke, A.; Kump, P.; Partelli, S.; Rinzivillo, M.; Rodriguez-Laval, V.; Pape, U.F.; Lipp, R.; et al. Stage IV Gastro-Entero-Pancreatic Neuroendocrine Neoplasms: A Risk Score to Predict Clinical Outcome. Oncologist 2017, 22, 409–415. [Google Scholar] [CrossRef] [Green Version]
- Pape, U.-F.; Berndt, U.; Müller-Nordhorn, J.; Böhmig, M.; Roll, S.; Koch, M.; Willich, S.N.; Wiedenmann, B. Prognostic Factors of Long-Term Outcome in Gastroenteropancreatic Neuroendocrine Tumours. Endocr.-Relat. Cancer 2008, 15, 1083–1097. [Google Scholar] [CrossRef]
- Panzuto, F.; Campana, D.; Massironi, S.; Faggiano, A.; Rinzivillo, M.; Lamberti, G.; Sciola, V.; Lahner, E.; Manuzzi, L.; Colao, A.; et al. Tumour Type and Size Are Prognostic Factors in Gastric Neuroendocrine Neoplasia: A Multicentre Retrospective Study. Dig. Liver Dis. 2019, 51, 1456–1460. [Google Scholar] [CrossRef] [PubMed]
- Vanoli, A.; La Rosa, S.; Miceli, E.; Klersy, C.; Maragliano, R.; Capuano, F.; Persichella, A.; Martino, M.; Inzani, F.; Luinetti, O.; et al. Prognostic Evaluations Tailored to Specific Gastric Neuroendocrine Neoplasms: Analysis Of 200 Cases with Extended Follow-Up. Neuroendocrinology 2018, 107, 114–126. [Google Scholar] [CrossRef] [PubMed]
- Panzuto, F.; Magi, L.; Esposito, G.; Rinzivillo, M.; Annibale, B. Comparison of Endoscopic Techniques in the Management of Type I Gastric Neuroendocrine Neoplasia: A Systematic Review. Gastroenterol. Res. Pract. 2021, 2021, 6679397. [Google Scholar] [CrossRef] [PubMed]
- Harvey, R. Spontaneous resolution of multifocal gastric enterochromaffin-like cell carcinoid tumours. Lancet 1988, 331, 821. [Google Scholar] [CrossRef]
- Lupinacci, R.M.; Dias, A.R.; Mello, E.S.; Kondo, A. Minute Type I Gastric Carcinoid With Regional Lymph Node Metastasis. Int. J. Surg Pathol. 2013, 21, 169–172. [Google Scholar] [CrossRef]
Variable | Obs n = 9 |
---|---|
Age | 54.6 (33.9–89.7) |
Sex (Women) | 5 (55.6%) |
Median time before treatment (months) | 47.5 (5.4–93.2) |
Median time with treatment (months) | 22.0 (8.1–117.2) |
Median time since diagnosis (years) | 6.4 (1.8–14.5) |
Median recurrence before treatment | 2 (1–4) |
Median recurrence after treatment | 0 (0–1) |
Ki-67 | 2 (1–10) |
Primary Tumor Size (mm) | 4 (2–10) |
Chronic atrophic gastritis (%) | 9 (100%) |
H. pylori | 1 (11.1%) |
Nr | Age (Years) | Sex | CAG | CgA (ng/mL) | Gastrin (mU/L) | Tumor Size (mm) | Ki-67 (%) | Multiple | SSA | Pre-Treatment Recurrences | Treatment Recurrences | Time with Treatment (Months) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 89 | W | + | NA | 907 | 2 | 2 | Yes | Lanreotide 60 mg | 3 | 0 | 117 |
2 | 62 | W | + | 511 | 953 | 3 | 1 | No | Lanreotide 90 mg | 1 | 1 | 22 |
3 | 53 | W | + | 206 | 789 | 10 | 10 | Yes | Lanreotide 120 mg | 3 | 0 | 16 |
4 | 47 | M | + | 296 | 793 | 3 | 3 | Yes | Octreotide 30 mg | 4 | 0 | 89 |
5 | 34 | M | + | 209 | 1278 | 5 | 10 | Yes | Lanreotide 120 mg | 2 | 0 | 29 |
6 | 43 | M | + | 42 | 188 | 2 | 7 | No | Lanreotide 60 mg | 1 | 0 | 8 |
7 | 65 | W | + | NA | 2455 | 10 | 2 | No | Lanreotide 120 mg | 1 | 0 | 37 |
8 | 55 | W | + | 27 | 1629 | 6 | 1 | Yes | Lanreotide 120 mg | 3 | 0 | 11 |
9 | 64 | M | + | 15 | 896 | 2 | 1 | Yes | Lanreotide 120 mg | 1 | 0 | 21 |
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Sebastian-Valles, F.; Bernaldo Madrid, B.; Sager, C.; Carrillo López, E.; Mera Carreiro, S.; Ávila Antón, L.; García, N.S.-M.; Sampedro-Nuñez, M.A.; Díaz Pérez, J.Á.; Marazuela, M. Chronic Treatment with Somatostatin Analogues in Recurrent Type 1 Gastric Neuroendocrine Tumors. Biomedicines 2023, 11, 872. https://doi.org/10.3390/biomedicines11030872
Sebastian-Valles F, Bernaldo Madrid B, Sager C, Carrillo López E, Mera Carreiro S, Ávila Antón L, García NS-M, Sampedro-Nuñez MA, Díaz Pérez JÁ, Marazuela M. Chronic Treatment with Somatostatin Analogues in Recurrent Type 1 Gastric Neuroendocrine Tumors. Biomedicines. 2023; 11(3):872. https://doi.org/10.3390/biomedicines11030872
Chicago/Turabian StyleSebastian-Valles, Fernando, Blanca Bernaldo Madrid, Carolina Sager, Elena Carrillo López, Sara Mera Carreiro, Laura Ávila Antón, Noelia Sánchez-Maroto García, Miguel Antonio Sampedro-Nuñez, Jose Ángel Díaz Pérez, and Mónica Marazuela. 2023. "Chronic Treatment with Somatostatin Analogues in Recurrent Type 1 Gastric Neuroendocrine Tumors" Biomedicines 11, no. 3: 872. https://doi.org/10.3390/biomedicines11030872
APA StyleSebastian-Valles, F., Bernaldo Madrid, B., Sager, C., Carrillo López, E., Mera Carreiro, S., Ávila Antón, L., García, N. S.-M., Sampedro-Nuñez, M. A., Díaz Pérez, J. Á., & Marazuela, M. (2023). Chronic Treatment with Somatostatin Analogues in Recurrent Type 1 Gastric Neuroendocrine Tumors. Biomedicines, 11(3), 872. https://doi.org/10.3390/biomedicines11030872