BACKGROUND: Colorectal cancer (CRC) screening guidelines likely over-generalizes CRC risk, 35% of Americans are not up to date with screening, and there is growing incidence of CRC in younger patients. GOALS: We developed a practical prediction model for high-risk colon adenomas in an average-risk population, including an expanded definition of high-risk polyps (≥3 nonadvanced adenomas), exposing higher than average-risk patients. We also compared results with previously created calculators. STUDY: Patients aged 40 to 59 years, undergoing first-time average-risk screening or diagnostic colonoscopies were evaluated. Risk calculators for advanced adenomas and high-risk adenomas were created based on age, body mass index, sex, race, and smoking history. Previously established calculators with similar risk factors were selected for comparison of concordance statistic (c-statistic) and external validation. RESULTS: A total of 5063 patients were included. Advanced adenomas, and high-risk adenomas were seen in 5.7% and 7.4% of the patient population, respectively. The c-statistic for our calculator was 0.639 for the prediction of advanced adenomas, and 0.650 for high-risk adenomas. When applied to our population, all previous models had lower c-statistic results although one performed similarly. CONCLUSIONS: Our model compares favorably to previously established prediction models. Age and body mass index were used as continuous variables, likely improving the c-statistic. It also reports absolute predictive probabilities of advanced and high-risk polyps, allowing for more individualized risk assessment of CRC.
BACKGROUND:Colorectal cancer (CRC) screening guidelines likely over-generalizes CRC risk, 35% of Americans are not up to date with screening, and there is growing incidence of CRC in younger patients. GOALS: We developed a practical prediction model for high-risk colon adenomas in an average-risk population, including an expanded definition of high-risk polyps (≥3 nonadvanced adenomas), exposing higher than average-risk patients. We also compared results with previously created calculators. STUDY: Patients aged 40 to 59 years, undergoing first-time average-risk screening or diagnostic colonoscopies were evaluated. Risk calculators for advanced adenomas and high-risk adenomas were created based on age, body mass index, sex, race, and smoking history. Previously established calculators with similar risk factors were selected for comparison of concordance statistic (c-statistic) and external validation. RESULTS: A total of 5063 patients were included. Advanced adenomas, and high-risk adenomas were seen in 5.7% and 7.4% of the patient population, respectively. The c-statistic for our calculator was 0.639 for the prediction of advanced adenomas, and 0.650 for high-risk adenomas. When applied to our population, all previous models had lower c-statistic results although one performed similarly. CONCLUSIONS: Our model compares favorably to previously established prediction models. Age and body mass index were used as continuous variables, likely improving the c-statistic. It also reports absolute predictive probabilities of advanced and high-risk polyps, allowing for more individualized risk assessment of CRC.
Authors: Le Peng; Yesilda Balavarca; Korbinian Weigl; Michael Hoffmeister; Hermann Brenner Journal: Am J Gastroenterol Date: 2019-09 Impact factor: 10.864
Authors: Jihyoun Jeon; Mengmeng Du; Robert E Schoen; Michael Hoffmeister; Polly A Newcomb; Sonja I Berndt; Bette Caan; Peter T Campbell; Andrew T Chan; Jenny Chang-Claude; Graham G Giles; Jian Gong; Tabitha A Harrison; Jeroen R Huyghe; Eric J Jacobs; Li Li; Yi Lin; Loïc Le Marchand; John D Potter; Conghui Qu; Stephanie A Bien; Niha Zubair; Robert J Macinnis; Daniel D Buchanan; John L Hopper; Yin Cao; Reiko Nishihara; Gad Rennert; Martha L Slattery; Duncan C Thomas; Michael O Woods; Ross L Prentice; Stephen B Gruber; Yingye Zheng; Hermann Brenner; Richard B Hayes; Emily White; Ulrike Peters; Li Hsu Journal: Gastroenterology Date: 2018-02-17 Impact factor: 33.883
Authors: Ala I Sharara; Ali El Mokahal; Ali H Harb; Natalia Khalaf; Fayez S Sarkis; Mustapha M El-Halabi; Nabil M Mansour; Ahmad Malli; Robert Habib Journal: World J Gastroenterol Date: 2020-10-07 Impact factor: 5.742