Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)

Abstract Background The aim of this study was to identify characteristics with independent predictive value for bowel cancer for use in the clinical assessment of patients attending colorectal outpatient clinics. Methods This was a 22-year (1986–2007) retrospective cohort analysis of data collected...

Full description

Bibliographic Details
Published in:British Journal of Surgery
Main Authors: Thompson, M R, O'Leary, D P, Flashman, K, Asiimwe, A, Ellis, B G, Senapati, A
Format: Article in Journal/Newspaper
Language:English
Published: Oxford University Press (OUP) 2017
Subjects:
Ida
Online Access:http://dx.doi.org/10.1002/bjs.10573
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fbjs.10573
http://academic.oup.com/bjs/article-pdf/104/10/1393/36207739/bjs10573.pdf
id croxfordunivpr:10.1002/bjs.10573
record_format openpolar
spelling croxfordunivpr:10.1002/bjs.10573 2024-06-23T07:56:33+00:00 Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI) Thompson, M R O'Leary, D P Flashman, K Asiimwe, A Ellis, B G Senapati, A 2017 http://dx.doi.org/10.1002/bjs.10573 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fbjs.10573 http://academic.oup.com/bjs/article-pdf/104/10/1393/36207739/bjs10573.pdf en eng Oxford University Press (OUP) http://creativecommons.org/licenses/by-nc/4.0/ British Journal of Surgery volume 104, issue 10, page 1393-1404 ISSN 0007-1323 1365-2168 journal-article 2017 croxfordunivpr https://doi.org/10.1002/bjs.10573 2024-06-04T06:11:32Z Abstract Background The aim of this study was to identify characteristics with independent predictive value for bowel cancer for use in the clinical assessment of patients attending colorectal outpatient clinics. Methods This was a 22-year (1986–2007) retrospective cohort analysis of data collected prospectively from patients who attended colorectal surgical outpatient clinics in Portsmouth. The data set was split randomly into two groups of patients to generate and validate a predictive model. Multivariable logistic regression was used to create and validate a system to predict outcome. Receiver operating characteristic (ROC) curves and Hosmer–Lemeshow test were used to evaluate the model's predictive capability. The likelihood of bowel cancer was expressed as the odds ratio (OR). Results Data from 29 005 patients were analysed. Discrimination of the model for bowel cancer was high in the development (C-statistic 0·87, 95 per cent c.i. 0·85 to 0·88) and validation (C-statistic 0·86, 0·84 to 0·87) groups. The most important co-variables in the final model were: age (OR 3·17–27·10), rectal (OR 31·48) or abdominal (OR 1·83–8·45) mass, iron deficiency anaemia (IDA) (OR 4·42–8·38), rectal bleeding and change in bowel habit in combination (OR 5·37), change in bowel habit without rectal bleeding, with or without abdominal pain (OR 2·12–2·52), and rectal bleeding with no perianal symptoms and without change in bowel habit (OR 2·91). Some 91·5 per cent of bowel cancers presented with these characteristics, 40·4 per cent with a mass and/or IDA. In patients with at least one of these characteristics the overall risk of having cancer was 10·0 (range 6·5–50·4) per cent, compared with 1·1 (0·3–2·3) per cent in patients without them. Conclusion A clinical assessment that systematically identifies or excludes four symptom–age combinations, a mass and IDA (SAMI) stratifies patients as having a low and higher risk of having bowel cancer. This could improve patient selection for referral and investigation. Article in Journal/Newspaper sami Oxford University Press Ida ENVELOPE(170.483,170.483,-83.583,-83.583) British Journal of Surgery 104 10 1393 1404
institution Open Polar
collection Oxford University Press
op_collection_id croxfordunivpr
language English
description Abstract Background The aim of this study was to identify characteristics with independent predictive value for bowel cancer for use in the clinical assessment of patients attending colorectal outpatient clinics. Methods This was a 22-year (1986–2007) retrospective cohort analysis of data collected prospectively from patients who attended colorectal surgical outpatient clinics in Portsmouth. The data set was split randomly into two groups of patients to generate and validate a predictive model. Multivariable logistic regression was used to create and validate a system to predict outcome. Receiver operating characteristic (ROC) curves and Hosmer–Lemeshow test were used to evaluate the model's predictive capability. The likelihood of bowel cancer was expressed as the odds ratio (OR). Results Data from 29 005 patients were analysed. Discrimination of the model for bowel cancer was high in the development (C-statistic 0·87, 95 per cent c.i. 0·85 to 0·88) and validation (C-statistic 0·86, 0·84 to 0·87) groups. The most important co-variables in the final model were: age (OR 3·17–27·10), rectal (OR 31·48) or abdominal (OR 1·83–8·45) mass, iron deficiency anaemia (IDA) (OR 4·42–8·38), rectal bleeding and change in bowel habit in combination (OR 5·37), change in bowel habit without rectal bleeding, with or without abdominal pain (OR 2·12–2·52), and rectal bleeding with no perianal symptoms and without change in bowel habit (OR 2·91). Some 91·5 per cent of bowel cancers presented with these characteristics, 40·4 per cent with a mass and/or IDA. In patients with at least one of these characteristics the overall risk of having cancer was 10·0 (range 6·5–50·4) per cent, compared with 1·1 (0·3–2·3) per cent in patients without them. Conclusion A clinical assessment that systematically identifies or excludes four symptom–age combinations, a mass and IDA (SAMI) stratifies patients as having a low and higher risk of having bowel cancer. This could improve patient selection for referral and investigation.
format Article in Journal/Newspaper
author Thompson, M R
O'Leary, D P
Flashman, K
Asiimwe, A
Ellis, B G
Senapati, A
spellingShingle Thompson, M R
O'Leary, D P
Flashman, K
Asiimwe, A
Ellis, B G
Senapati, A
Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)
author_facet Thompson, M R
O'Leary, D P
Flashman, K
Asiimwe, A
Ellis, B G
Senapati, A
author_sort Thompson, M R
title Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)
title_short Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)
title_full Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)
title_fullStr Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)
title_full_unstemmed Clinical assessment to determine the risk of bowel cancer using Symptoms, Age, Mass and Iron deficiency anaemia (SAMI)
title_sort clinical assessment to determine the risk of bowel cancer using symptoms, age, mass and iron deficiency anaemia (sami)
publisher Oxford University Press (OUP)
publishDate 2017
url http://dx.doi.org/10.1002/bjs.10573
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fbjs.10573
http://academic.oup.com/bjs/article-pdf/104/10/1393/36207739/bjs10573.pdf
long_lat ENVELOPE(170.483,170.483,-83.583,-83.583)
geographic Ida
geographic_facet Ida
genre sami
genre_facet sami
op_source British Journal of Surgery
volume 104, issue 10, page 1393-1404
ISSN 0007-1323 1365-2168
op_rights http://creativecommons.org/licenses/by-nc/4.0/
op_doi https://doi.org/10.1002/bjs.10573
container_title British Journal of Surgery
container_volume 104
container_issue 10
container_start_page 1393
op_container_end_page 1404
_version_ 1802649701773737984