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Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors
AIM: To discover unknown factors associated with carcinoid syndrome (CS) with the goal of earlier diagnosis of CS. METHODS: In this retrospective case-control study using United States administrative claims, patients (≥ 18 years) newly-diagnosed with gastrointestinal neuroendocrine tumors (GI NETs)...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677203/ https://www.ncbi.nlm.nih.gov/pubmed/29142475 http://dx.doi.org/10.3748/wjg.v23.i40.7283 |
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author | Cai, Beilei Broder, Michael S Chang, Eunice Yan, Tingjian Metz, David C |
author_facet | Cai, Beilei Broder, Michael S Chang, Eunice Yan, Tingjian Metz, David C |
author_sort | Cai, Beilei |
collection | PubMed |
description | AIM: To discover unknown factors associated with carcinoid syndrome (CS) with the goal of earlier diagnosis of CS. METHODS: In this retrospective case-control study using United States administrative claims, patients (≥ 18 years) newly-diagnosed with gastrointestinal neuroendocrine tumors (GI NETs) without CS (controls) were exactly matched to patients with CS (cases) based on NET diagnosis date at a 3-to-1 ratio. Study index date was first CS diagnosis (controls: same distance from NET diagnosis as cases). The most observed conditions, excluding CS-associated symptoms/diagnoses, during the year before index date were assessed. Forward-stepwise logistic regression models were used to derive predictors, and were validation within another claims database. RESULTS: In the development database, 1004 patients with GI NETs were identified; 251 (25%) had CS and 753 (75%) were controls. In the validation database, 724 patients with GI NETs were identified; 181 (25%) had CS and 543 (75%) were controls. A total of 33 common diagnoses (excluding conditions already known to be associated with CS) in the development database were entered in forward step-wise logistic regression models. In the final, validated logistic regression model, three factors prior to CS diagnosis were found consistently associated with higher risks for CS, including liver disorder [odds ratio (95%CI): 3.38 (2.07-5.51)], enlargement of lymph nodes [2.13 (1.10-4.11)], and abdominal mass [3.79 (1.87-7.69)]. CONCLUSION: GI NET patients with CS were 2-4 times as likely to have preexisting diagnoses (i.e., liver disorder, enlarged lymph nodes, abdominal mass) than non-CS patients. |
format | Online Article Text |
id | pubmed-5677203 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-56772032017-11-15 Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors Cai, Beilei Broder, Michael S Chang, Eunice Yan, Tingjian Metz, David C World J Gastroenterol Retrospective Study AIM: To discover unknown factors associated with carcinoid syndrome (CS) with the goal of earlier diagnosis of CS. METHODS: In this retrospective case-control study using United States administrative claims, patients (≥ 18 years) newly-diagnosed with gastrointestinal neuroendocrine tumors (GI NETs) without CS (controls) were exactly matched to patients with CS (cases) based on NET diagnosis date at a 3-to-1 ratio. Study index date was first CS diagnosis (controls: same distance from NET diagnosis as cases). The most observed conditions, excluding CS-associated symptoms/diagnoses, during the year before index date were assessed. Forward-stepwise logistic regression models were used to derive predictors, and were validation within another claims database. RESULTS: In the development database, 1004 patients with GI NETs were identified; 251 (25%) had CS and 753 (75%) were controls. In the validation database, 724 patients with GI NETs were identified; 181 (25%) had CS and 543 (75%) were controls. A total of 33 common diagnoses (excluding conditions already known to be associated with CS) in the development database were entered in forward step-wise logistic regression models. In the final, validated logistic regression model, three factors prior to CS diagnosis were found consistently associated with higher risks for CS, including liver disorder [odds ratio (95%CI): 3.38 (2.07-5.51)], enlargement of lymph nodes [2.13 (1.10-4.11)], and abdominal mass [3.79 (1.87-7.69)]. CONCLUSION: GI NET patients with CS were 2-4 times as likely to have preexisting diagnoses (i.e., liver disorder, enlarged lymph nodes, abdominal mass) than non-CS patients. Baishideng Publishing Group Inc 2017-10-28 2017-10-28 /pmc/articles/PMC5677203/ /pubmed/29142475 http://dx.doi.org/10.3748/wjg.v23.i40.7283 Text en ©The Author(s) 2017. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. |
spellingShingle | Retrospective Study Cai, Beilei Broder, Michael S Chang, Eunice Yan, Tingjian Metz, David C Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
title | Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
title_full | Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
title_fullStr | Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
title_full_unstemmed | Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
title_short | Predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
title_sort | predictive factors associated with carcinoid syndrome in patients with gastrointestinal neuroendocrine tumors |
topic | Retrospective Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677203/ https://www.ncbi.nlm.nih.gov/pubmed/29142475 http://dx.doi.org/10.3748/wjg.v23.i40.7283 |
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