Assessing individual risk for high‐risk colorectal adenoma at first‐time screening colonoscopy. Issue 7 (23rd April 2015)
- Record Type:
- Journal Article
- Title:
- Assessing individual risk for high‐risk colorectal adenoma at first‐time screening colonoscopy. Issue 7 (23rd April 2015)
- Main Title:
- Assessing individual risk for high‐risk colorectal adenoma at first‐time screening colonoscopy
- Authors:
- Cao, Yin
Rosner, Bernard A.
Ma, Jing
Tamimi, Rulla M.
Chan, Andrew T.
Fuchs, Charles S.
Wu, Kana
Giovannucci, Edward L. - Abstract:
- <abstract abstract-type="main"> <title> <x xml:space="preserve">Abstract</x> </title> <p>Assessing risk of colorectal adenoma at first‐time colonoscopy that are of higher likelihood of developing advanced neoplasia during surveillance could help tailor first‐line colorectal cancer screening. We developed prediction models for high‐risk colorectal adenoma (at least one adenoma ≥1 cm, or with advanced histology, or ≥3 adenomas) among 4, 881 asymptomatic white men and 17, 970 women who underwent colonoscopy as their first‐time screening for colorectal cancer in two prospective US studies using logistic regressions. C‐statistics and Hosmer–Lemeshow tests were used to evaluate discrimination and calibration. Ten‐fold cross‐validation was used for internal validation. A total of 330 (6.7%) men and 678 (3.8%) women were diagnosed with high‐risk adenoma at first‐time screening colonoscopy. The model for men included age, family history of colorectal cancer, BMI, smoking, sitting watching TV/VCR, regular aspirin/NSAID use, physical activity, and a joint term of multivitamin and alcohol. For women, the model included age, family history of colorectal cancer, BMI, smoking, alcohol, beef/pork/lamb as main dish, regular aspirin/NSAID, calcium, and oral contraceptive use. The C‐statistic of the model for men was 0.67 and 0.60 for women (0.64 and 0.57 in cross‐validation). Both models calibrated well. The predicted risk of high‐risk adenoma for men in the top decile was 15.4%<abstract abstract-type="main"> <title> <x xml:space="preserve">Abstract</x> </title> <p>Assessing risk of colorectal adenoma at first‐time colonoscopy that are of higher likelihood of developing advanced neoplasia during surveillance could help tailor first‐line colorectal cancer screening. We developed prediction models for high‐risk colorectal adenoma (at least one adenoma ≥1 cm, or with advanced histology, or ≥3 adenomas) among 4, 881 asymptomatic white men and 17, 970 women who underwent colonoscopy as their first‐time screening for colorectal cancer in two prospective US studies using logistic regressions. C‐statistics and Hosmer–Lemeshow tests were used to evaluate discrimination and calibration. Ten‐fold cross‐validation was used for internal validation. A total of 330 (6.7%) men and 678 (3.8%) women were diagnosed with high‐risk adenoma at first‐time screening colonoscopy. The model for men included age, family history of colorectal cancer, BMI, smoking, sitting watching TV/VCR, regular aspirin/NSAID use, physical activity, and a joint term of multivitamin and alcohol. For women, the model included age, family history of colorectal cancer, BMI, smoking, alcohol, beef/pork/lamb as main dish, regular aspirin/NSAID, calcium, and oral contraceptive use. The C‐statistic of the model for men was 0.67 and 0.60 for women (0.64 and 0.57 in cross‐validation). Both models calibrated well. The predicted risk of high‐risk adenoma for men in the top decile was 15.4% <italic>vs</italic>. 1.8% for men in the bottom decile (Odds Ratio [OR] = 9.41), and 6.6% <italic>vs</italic>. 2.1% for women (OR = 3.48). In summary, we developed and internally validated an absolute risk assessment tool for high‐risk colorectal adenoma among the US population that may provide guidance for first‐time colorectal cancer screening.</p> </abstract> … (more)
- Is Part Of:
- International journal of cancer. Volume 137:Issue 7(2015:Oct. 01)
- Journal:
- International journal of cancer
- Issue:
- Volume 137:Issue 7(2015:Oct. 01)
- Issue Display:
- Volume 137, Issue 7 (2015)
- Year:
- 2015
- Volume:
- 137
- Issue:
- 7
- Issue Sort Value:
- 2015-0137-0007-0000
- Page Start:
- 1719
- Page End:
- 1728
- Publication Date:
- 2015-04-23
- Subjects:
- Cancer -- Periodicals
Cancer -- Prevention -- Periodicals
616.994 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1097-0215 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/ijc.29533 ↗
- Languages:
- English
- ISSNs:
- 0020-7136
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.156000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 3295.xml