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The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy

BACKGROUND: Colonoscopy is an invasive and costly procedure with a risk of serious complications. It would therefore be useful to prioritise colonoscopies by identifying people at higher risk of either cancer or premalignant adenomas. The aim of this study is to assess a model that identifies people...

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Autores principales: Adelstein, Barbara-Ann, Macaskill, Petra, Turner, Robin M, Katelaris, Peter H, Irwig, Les
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175197/
https://www.ncbi.nlm.nih.gov/pubmed/21899773
http://dx.doi.org/10.1186/1471-230X-11-97
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author Adelstein, Barbara-Ann
Macaskill, Petra
Turner, Robin M
Katelaris, Peter H
Irwig, Les
author_facet Adelstein, Barbara-Ann
Macaskill, Petra
Turner, Robin M
Katelaris, Peter H
Irwig, Les
author_sort Adelstein, Barbara-Ann
collection PubMed
description BACKGROUND: Colonoscopy is an invasive and costly procedure with a risk of serious complications. It would therefore be useful to prioritise colonoscopies by identifying people at higher risk of either cancer or premalignant adenomas. The aim of this study is to assess a model that identifies people with colorectal cancer, advanced, large and small adenomas. METHODS: Patients seen by gastroenterologists and colorectal surgeons between April 2004 and December 2006 completed a validated, structured self-administered questionnaire prior to colonoscopy. Information was collected on symptoms, demographics and medical history. Multinomial logistic regression was used to simultaneously assess factors associated with findings on colonoscopy of cancer, advanced adenomas and adenomas sized 6 -9 mm, and ≤ 5 mm. The area under the curve of ROC curve was used to assess the incremental gain of adding demographic variables, medical history and symptoms (in that order) to a base model that included only age. RESULTS: Sociodemographic variables, medical history and symptoms (from 8,204 patients) jointly provide good discrimination between colorectal cancer and no abnormality (AUC 0.83), but discriminate less well between adenomas and no abnormality (AUC advanced adenoma 0.70; other adenomas 0.67). Age is the dominant risk factor for cancer and adenomas of all sizes. Having a colonoscopy within the last 10 years confers protection for cancers and advanced adenomas. CONCLUSIONS: Our models provide guidance about which factors can assist in identifying people at higher risk of disease using easily elicited information. This would allow colonoscopy to be prioritised for those for whom it would be of most benefit.
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spelling pubmed-31751972011-09-18 The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy Adelstein, Barbara-Ann Macaskill, Petra Turner, Robin M Katelaris, Peter H Irwig, Les BMC Gastroenterol Research Article BACKGROUND: Colonoscopy is an invasive and costly procedure with a risk of serious complications. It would therefore be useful to prioritise colonoscopies by identifying people at higher risk of either cancer or premalignant adenomas. The aim of this study is to assess a model that identifies people with colorectal cancer, advanced, large and small adenomas. METHODS: Patients seen by gastroenterologists and colorectal surgeons between April 2004 and December 2006 completed a validated, structured self-administered questionnaire prior to colonoscopy. Information was collected on symptoms, demographics and medical history. Multinomial logistic regression was used to simultaneously assess factors associated with findings on colonoscopy of cancer, advanced adenomas and adenomas sized 6 -9 mm, and ≤ 5 mm. The area under the curve of ROC curve was used to assess the incremental gain of adding demographic variables, medical history and symptoms (in that order) to a base model that included only age. RESULTS: Sociodemographic variables, medical history and symptoms (from 8,204 patients) jointly provide good discrimination between colorectal cancer and no abnormality (AUC 0.83), but discriminate less well between adenomas and no abnormality (AUC advanced adenoma 0.70; other adenomas 0.67). Age is the dominant risk factor for cancer and adenomas of all sizes. Having a colonoscopy within the last 10 years confers protection for cancers and advanced adenomas. CONCLUSIONS: Our models provide guidance about which factors can assist in identifying people at higher risk of disease using easily elicited information. This would allow colonoscopy to be prioritised for those for whom it would be of most benefit. BioMed Central 2011-09-08 /pmc/articles/PMC3175197/ /pubmed/21899773 http://dx.doi.org/10.1186/1471-230X-11-97 Text en Copyright ©2011 Adelstein et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Adelstein, Barbara-Ann
Macaskill, Petra
Turner, Robin M
Katelaris, Peter H
Irwig, Les
The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
title The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
title_full The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
title_fullStr The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
title_full_unstemmed The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
title_short The value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
title_sort value of age and medical history for predicting colorectal cancer and adenomas in people referred for colonoscopy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175197/
https://www.ncbi.nlm.nih.gov/pubmed/21899773
http://dx.doi.org/10.1186/1471-230X-11-97
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