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A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors
Background: Multiple Endocrine Neoplasia Type 1 (MEN1) is a rare inherited autosomal dominant disease predisposing patients to endocrine tumors. MEN1 can be genetically diagnosed at an early age. Patients are prone to develop benign parathyroid tumors then multifocal duodenopancreatic neuroendocrine...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8265731/ http://dx.doi.org/10.1210/jendso/bvab048.2064 |
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author | Fahrmann, Johannes F Pieterman, Carolina Wasylishen, Amanda R Peterson, Christine B Halperin, Daniel M Agarwal, Sunita Kishore Blau, Jenny Del Rivero, Jaydira Nilubol, Naris Walter, Mary F Welch, James M Weinstein, Lee Scott van Treijen, Mark Valk, Gerlof D Vriens, Menno R Perrier, Nancy D Hanash, Samir |
author_facet | Fahrmann, Johannes F Pieterman, Carolina Wasylishen, Amanda R Peterson, Christine B Halperin, Daniel M Agarwal, Sunita Kishore Blau, Jenny Del Rivero, Jaydira Nilubol, Naris Walter, Mary F Welch, James M Weinstein, Lee Scott van Treijen, Mark Valk, Gerlof D Vriens, Menno R Perrier, Nancy D Hanash, Samir |
author_sort | Fahrmann, Johannes F |
collection | PubMed |
description | Background: Multiple Endocrine Neoplasia Type 1 (MEN1) is a rare inherited autosomal dominant disease predisposing patients to endocrine tumors. MEN1 can be genetically diagnosed at an early age. Patients are prone to develop benign parathyroid tumors then multifocal duodenopancreatic neuroendocrine tumors (dpNETs), which have a penetrance of >80% by age 80. Although they can be identified at an early stage, preventive measures do not exist, and one fifth of patients develop distant metastases, which is the most significant cause of mortality. Currently, no biomarkers can reliably predict which patients with MEN1-related dpNETs are at high risk of developing metastatic disease. Polyamines are naturally occurring polycationic alkylamines that have been implicated to play functional roles in promoting neoplastic transformation and growth. We have previously demonstrated a plasma polyamine signature that associates with pancreatic cancer development and that also offers value for predicting future distant metastasis in patients with triple-negative breast cancer. We hypothesized that such a plasma polyamine signature may similarly associate with disease progression in subjects with MEN1-related dpNET. Methods: As part of an international collaboration, we measured plasma polyamine levels using mass spectrometry from 14 MEN1 patients with distant metastatic dpNET (cases), 28 MEN1 patients with indolent dpNETs without distant metastases (control-1), and 14 MEN1 patients without dpNETs (control-2). Five circulating plasma polyamines were quantified in this initial test set. A combination rule was developed using logistic regression models. Findings were validated in an independent set of plasma from 6 cases and 22 controls (n=13 control-1 and n=9 control-2). Results: Area under the Receiver Operating Characteristic Curve (AUC) of individual polyamines delineating cases from controls ranged from 0.50-0.75 in the test set. A polyamine signature consisting of 3 polyamines developed in the test set yielded an AUC of 0.84 (95% CI: 0.63-1.00) with 67% sensitivity at 95% specificity in the validation set for distinguishing cases from controls. The predictive performance of the polyamine signature for distinguishing cases from MEN1 patients with indolent dpNETS without distant metastasis or MEN1 patients without dpNETS in the validation set was 0.79 (95% CI: 0.53-1.00) and 0.91 (95% CI: 0.75-1.00) with respective resultant sensitivity at 95% specificity of 50% and 67%. Conclusion: Our findings reveal a plasma polyamine signature associated with disease progression in subjects with MEN1-related dpNETs. This polyamine signature may provide a potential breakthrough for predicting progression and distant metastasis in MEN1 patients. Further prospective studies are warranted. |
format | Online Article Text |
id | pubmed-8265731 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-82657312021-07-09 A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors Fahrmann, Johannes F Pieterman, Carolina Wasylishen, Amanda R Peterson, Christine B Halperin, Daniel M Agarwal, Sunita Kishore Blau, Jenny Del Rivero, Jaydira Nilubol, Naris Walter, Mary F Welch, James M Weinstein, Lee Scott van Treijen, Mark Valk, Gerlof D Vriens, Menno R Perrier, Nancy D Hanash, Samir J Endocr Soc Tumor Biology Background: Multiple Endocrine Neoplasia Type 1 (MEN1) is a rare inherited autosomal dominant disease predisposing patients to endocrine tumors. MEN1 can be genetically diagnosed at an early age. Patients are prone to develop benign parathyroid tumors then multifocal duodenopancreatic neuroendocrine tumors (dpNETs), which have a penetrance of >80% by age 80. Although they can be identified at an early stage, preventive measures do not exist, and one fifth of patients develop distant metastases, which is the most significant cause of mortality. Currently, no biomarkers can reliably predict which patients with MEN1-related dpNETs are at high risk of developing metastatic disease. Polyamines are naturally occurring polycationic alkylamines that have been implicated to play functional roles in promoting neoplastic transformation and growth. We have previously demonstrated a plasma polyamine signature that associates with pancreatic cancer development and that also offers value for predicting future distant metastasis in patients with triple-negative breast cancer. We hypothesized that such a plasma polyamine signature may similarly associate with disease progression in subjects with MEN1-related dpNET. Methods: As part of an international collaboration, we measured plasma polyamine levels using mass spectrometry from 14 MEN1 patients with distant metastatic dpNET (cases), 28 MEN1 patients with indolent dpNETs without distant metastases (control-1), and 14 MEN1 patients without dpNETs (control-2). Five circulating plasma polyamines were quantified in this initial test set. A combination rule was developed using logistic regression models. Findings were validated in an independent set of plasma from 6 cases and 22 controls (n=13 control-1 and n=9 control-2). Results: Area under the Receiver Operating Characteristic Curve (AUC) of individual polyamines delineating cases from controls ranged from 0.50-0.75 in the test set. A polyamine signature consisting of 3 polyamines developed in the test set yielded an AUC of 0.84 (95% CI: 0.63-1.00) with 67% sensitivity at 95% specificity in the validation set for distinguishing cases from controls. The predictive performance of the polyamine signature for distinguishing cases from MEN1 patients with indolent dpNETS without distant metastasis or MEN1 patients without dpNETS in the validation set was 0.79 (95% CI: 0.53-1.00) and 0.91 (95% CI: 0.75-1.00) with respective resultant sensitivity at 95% specificity of 50% and 67%. Conclusion: Our findings reveal a plasma polyamine signature associated with disease progression in subjects with MEN1-related dpNETs. This polyamine signature may provide a potential breakthrough for predicting progression and distant metastasis in MEN1 patients. Further prospective studies are warranted. Oxford University Press 2021-05-03 /pmc/articles/PMC8265731/ http://dx.doi.org/10.1210/jendso/bvab048.2064 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the Endocrine Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Tumor Biology Fahrmann, Johannes F Pieterman, Carolina Wasylishen, Amanda R Peterson, Christine B Halperin, Daniel M Agarwal, Sunita Kishore Blau, Jenny Del Rivero, Jaydira Nilubol, Naris Walter, Mary F Welch, James M Weinstein, Lee Scott van Treijen, Mark Valk, Gerlof D Vriens, Menno R Perrier, Nancy D Hanash, Samir A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors |
title | A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors |
title_full | A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors |
title_fullStr | A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors |
title_full_unstemmed | A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors |
title_short | A Blood-Based Polyamine Signature Associated With Disease Progression in Patients With Multiple Endocrine Neoplasia Type 1-Related Duodenopancreatic Neuroendocrine Tumors |
title_sort | blood-based polyamine signature associated with disease progression in patients with multiple endocrine neoplasia type 1-related duodenopancreatic neuroendocrine tumors |
topic | Tumor Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8265731/ http://dx.doi.org/10.1210/jendso/bvab048.2064 |
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