Grant Number:	1U01CA088211-01 Interpret this number
Primary Investigator:	Fryback, Dennis
Organization:	University Of Wisconsin Madison
Project Title:	Simulating Breast Cancer in Wisconsin
Fiscal Year:	2000

The purpose of the NCI Cancer Intervention and Surveillance Modeling Network (CISNET) is to promote simulation modeling as a tool that, in conjunction with the nation's cancer surveillance systems, can help to explain observed changes in cancer incidence and mortality. Wisconsin offers a unique population laboratory to develop and test breast cancer simulation models to meet this goal. We propose a collaboration among simulation and statistics experts, and surveillance and epidemiology experts at the University of Wisconsin, and the state of Wisconsin's Cancer Reporting System to study the use of simulation modeling to better understand trends in breast cancer epidemiology and to enhance the use of simulation modeling for this purpose. This project will update and extend a previously developed model simulating breast cancer age- and stage-specific incidence and age-specific mortality in Wisconsin. The model was developed and validated in 1992-93 and was used to explain breast cancer trends in Wisconsin from 1982-1992. We will reprogram the macrosimulation model as a discrete event microsimulation, updating inputs to account for demographic, and breast cancer detection and treatment changes since 1992. Modifications will also incorporate new epidemiologic knowledge about environmental, behavioral, and genetic risk factors, with special attention to account for new knowledge about breast cancer in situ. In making these changes we will explore use of Bayesian estimation techniques for fitting simulation parameters in light of time- based surveillance data. The model will be placed on a geographic information analysis platform along with geo-coded surveillance data and devise techniques for systematic comparison of regional variations between model predictions and surveillance data. Collaboration with other CISNET grantees will explore issues in model development, validation, and use.




Introduction to the Cancer Intervention and Surveillance Modeling Network (CISNET) Breast Cancer Models.
Authors: Alagoz O. , Berry D.A. , de Koning H.J. , Feuer E.J. , Lee S.J. , Plevritis S.K. , Schechter C.B. , Stout N.K. , Trentham-Dietz A. , Mandelblatt J.S. , et al. .
Source: Medical Decision Making : An International Journal Of The Society For Medical Decision Making, 2018 Apr; 38(1_suppl), p. 3S-8S.
PMID: 29554472
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Variation in tumor natural history contributes to racial disparities in breast cancer stage at diagnosis.
Authors: Batina N.G. , Trentham-Dietz A. , Gangnon R.E. , Sprague B.L. , Rosenberg M.A. , Stout N.K. , Fryback D.G. , Alagoz O. .
Source: Breast Cancer Research And Treatment, 2013 Apr; 138(2), p. 519-28.
PMID: 23417335
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Keeping the noise down: common random numbers for disease simulation modeling.
Authors: Stout N.K. , Goldie S.J. .
Source: Health Care Management Science, 2008 Dec; 11(4), p. 399-406.
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Cost-effectiveness of digital mammography breast cancer screening.
Authors: Tosteson A.N. , Stout N.K. , Fryback D.G. , Acharyya S. , Herman B.A. , Hannah L.G. , Pisano E.D. , DMIST Investigators .
Source: Annals Of Internal Medicine, 2008-01-01 00:00:00.0; 148(1), p. 1-10.
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Retrospective cost-effectiveness analysis of screening mammography.
Authors: Stout N.K. , Rosenberg M.A. , Trentham-Dietz A. , Smith M.A. , Robinson S.M. , Fryback D.G. .
Source: Journal Of The National Cancer Institute, 2006-06-07 00:00:00.0; 98(11), p. 774-82.
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The Wisconsin Breast Cancer Epidemiology Simulation Model.
Authors: Fryback D.G. , Stout N.K. , Rosenberg M.A. , Trentham-Dietz A. , Kuruchittham V. , Remington P.L. .
Source: Journal Of The National Cancer Institute. Monographs, 2006; (36), p. 37-47.
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Effect of screening and adjuvant therapy on mortality from breast cancer.
Authors: Berry D.A. , Cronin K.A. , Plevritis S.K. , Fryback D.G. , Clarke L. , Zelen M. , Mandelblatt J.S. , Yakovlev A.Y. , Habbema J.D. , Feuer E.J. , et al. .
Source: The New England Journal Of Medicine, 2005-10-27 00:00:00.0; 353(17), p. 1784-92.
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Community trends in the early detection of breast cancer in Wisconsin, 1980-1998.
Authors: Andersen L.D. , Remington P.L. , Trentham-Dietz A. , Robert S. .
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