Literature DB >> 34048292

Development and Validation of a Breast Cancer Risk Prediction Model for Childhood Cancer Survivors Treated With Chest Radiation: A Report From the Childhood Cancer Survivor Study and the Dutch Hodgkin Late Effects and LATER Cohorts.

Chaya S Moskowitz1, Cécile M Ronckers2,3, Joanne F Chou1, Susan A Smith4, Danielle Novetsky Friedman1, Dana Barnea5, Judith L Kok2, Simone de Vries6, Suzanne L Wolden1, Tara O Henderson7, Helena J H van der Pal2, Leontien C M Kremer2, Joseph P Neglia8, Lucie M Turcotte8, Rebecca M Howell4, Michael A Arnold9, Michael Schaapveld6, Berthe Aleman6, Cecile Janus10, Birgitta Versluys2, Wendy Leisenring11, Charles A Sklar1, Colin B Begg1, Malcolm C Pike1, Gregory T Armstrong12, Leslie L Robison12, Flora E van Leeuwen6, Kevin C Oeffinger13.   

Abstract

PURPOSE: Women treated with chest radiation for childhood cancer have one of the highest risks of breast cancer. Models producing personalized breast cancer risk estimates applicable to this population do not exist. We sought to develop and validate a breast cancer risk prediction model for childhood cancer survivors treated with chest radiation incorporating treatment-related factors, family history, and reproductive factors.
METHODS: Analyses were based on multinational cohorts of female 5-year survivors of cancer diagnosed younger than age 21 years and treated with chest radiation. Model derivation was based on 1,120 participants in the Childhood Cancer Survivor Study diagnosed between 1970 and 1986, with median attained age 42 years (range 20-64) and 242 with breast cancer. Model validation included 1,027 participants from three cohorts, with median age 32 years (range 20-66) and 105 with breast cancer.
RESULTS: The model included current age, chest radiation field, whether chest radiation was delivered within 1 year of menarche, anthracycline exposure, age at menopause, and history of a first-degree relative with breast cancer. Ten-year risk estimates ranged from 2% to 23% for 30-year-old women (area under the curve, 0.63; 95% CI, 0.50 to 0.73) and from 5% to 34% for 40-year-old women (area under the curve, 0.67; 95% CI, 0.54 to 0.84). The highest risks were among premenopausal women older than age 40 years treated with mantle field radiation within a year of menarche who had a first-degree relative with breast cancer. It showed good calibration with an expected-to-observed ratio of the number of breast cancers of 0.92 (95% CI, 0.74 to 1.16).
CONCLUSION: Breast cancer risk varies among childhood cancer survivors treated with chest radiation. Accurate risk prediction may aid in refining surveillance, counseling, and preventive strategies in this population.

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Year:  2021        PMID: 34048292      PMCID: PMC9384912          DOI: 10.1200/JCO.20.02244

Source DB:  PubMed          Journal:  J Clin Oncol        ISSN: 0732-183X            Impact factor:   50.717


  29 in total

1.  Estimates of absolute cause-specific risk in cohort studies.

Authors:  J Benichou; M H Gail
Journal:  Biometrics       Date:  1990-09       Impact factor: 2.571

2.  Breast cancer risk after supradiaphragmatic radiotherapy for Hodgkin's lymphoma in England and Wales: a National Cohort Study.

Authors:  Anthony J Swerdlow; Rosie Cooke; Andrew Bates; David Cunningham; Stephen J Falk; Dianne Gilson; Barry W Hancock; Sarah J Harris; Alan Horwich; Peter J Hoskin; David C Linch; T Andrew Lister; Helen H Lucraft; John A Radford; Andrea M Stevens; Isabel Syndikus; Michael V Williams
Journal:  J Clin Oncol       Date:  2012-06-25       Impact factor: 44.544

3.  Breast cancer after chest radiation therapy for childhood cancer.

Authors:  Chaya S Moskowitz; Joanne F Chou; Suzanne L Wolden; Jonine L Bernstein; Jyoti Malhotra; Danielle Novetsky Friedman; Nidha Z Mubdi; Wendy M Leisenring; Marilyn Stovall; Sue Hammond; Susan A Smith; Tara O Henderson; John D Boice; Melissa M Hudson; Lisa R Diller; Smita Bhatia; Lisa B Kenney; Joseph P Neglia; Colin B Begg; Leslie L Robison; Kevin C Oeffinger
Journal:  J Clin Oncol       Date:  2014-04-21       Impact factor: 44.544

4.  Updated Breast Cancer Surveillance Recommendations for Female Survivors of Childhood, Adolescent, and Young Adult Cancer From the International Guideline Harmonization Group.

Authors:  Renée L Mulder; Melissa M Hudson; Smita Bhatia; Wendy Landier; Gill Levitt; Louis S Constine; W Hamish Wallace; Flora E van Leeuwen; Cécile M Ronckers; Tara O Henderson; Chaya S Moskowitz; Danielle N Friedman; Andrea K Ng; Helen C Jenkinson; Charlotte Demoor-Goldschmidt; Roderick Skinner; Leontien C M Kremer; Kevin C Oeffinger
Journal:  J Clin Oncol       Date:  2020-09-29       Impact factor: 44.544

5.  Long-Term Risk of Subsequent Malignant Neoplasms After Treatment of Childhood Cancer in the DCOG LATER Study Cohort: Role of Chemotherapy.

Authors:  Jop C Teepen; Flora E van Leeuwen; Wim J Tissing; Eline van Dulmen-den Broeder; Marry M van den Heuvel-Eibrink; Helena J van der Pal; Jacqueline J Loonen; Dorine Bresters; Birgitta Versluys; Sebastian J C M M Neggers; Monique W M Jaspers; Michael Hauptmann; Margriet van der Heiden-van der Loo; Otto Visser; Leontien C M Kremer; Cécile M Ronckers
Journal:  J Clin Oncol       Date:  2017-05-22       Impact factor: 44.544

6.  Breast Cancer Risk Model Requirements for Counseling, Prevention, and Screening.

Authors:  Mitchell H Gail; Ruth M Pfeiffer
Journal:  J Natl Cancer Inst       Date:  2018-09-01       Impact factor: 13.506

7.  Radiation dose and breast cancer risk in the childhood cancer survivor study.

Authors:  Peter D Inskip; Leslie L Robison; Marilyn Stovall; Susan A Smith; Sue Hammond; Ann C Mertens; John A Whitton; Lisa Diller; Lisa Kenney; Sarah S Donaldson; Anna T Meadows; Joseph P Neglia
Journal:  J Clin Oncol       Date:  2009-07-20       Impact factor: 44.544

8.  Breast cancer after treatment of Hodgkin's disease.

Authors:  S L Hancock; M A Tucker; R T Hoppe
Journal:  J Natl Cancer Inst       Date:  1993-01-06       Impact factor: 13.506

Review 9.  The Childhood Cancer Survivor Study: a National Cancer Institute-supported resource for outcome and intervention research.

Authors:  Leslie L Robison; Gregory T Armstrong; John D Boice; Eric J Chow; Stella M Davies; Sarah S Donaldson; Daniel M Green; Sue Hammond; Anna T Meadows; Ann C Mertens; John J Mulvihill; Paul C Nathan; Joseph P Neglia; Roger J Packer; Preetha Rajaraman; Charles A Sklar; Marilyn Stovall; Louise C Strong; Yutaka Yasui; Lonnie K Zeltzer
Journal:  J Clin Oncol       Date:  2009-04-13       Impact factor: 44.544

10.  Using clinical factors and mammographic breast density to estimate breast cancer risk: development and validation of a new predictive model.

Authors:  Jeffrey A Tice; Steven R Cummings; Rebecca Smith-Bindman; Laura Ichikawa; William E Barlow; Karla Kerlikowske
Journal:  Ann Intern Med       Date:  2008-03-04       Impact factor: 25.391

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