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Adding SNPs To Breast Cancer Risk Model Does Not Increase Accuracy Meaningfully

Date:
June 17, 2009
Source:
Journal of the National Cancer Institute
Summary:
Adding genotypes for seven single-nucleotide polymorphisms (SNPs) to the Breast Cancer Risk Assessment Tool (BCRAT) provided only a small improvement in the accuracy of the tool, according to a new study.

Adding genotypes for seven single-nucleotide polymorphisms (SNPs) to the Breast Cancer Risk Assessment Tool (BCRAT) provided only a small improvement in the accuracy of the tool, according to a new study.

Previous research had recommended a comparison of BCRAT, commonly known as the Gail Model, and BCRATplus7, which includes the seven SNPs associated with breast cancer.

Based on that recommendation, Mitchell H. Gail, of the Division of Cancer Epidemiology and Genetics, National Cancer Institute in Bethesda, Md., investigated four medically important applications that are based on risks and benefits to compare the performance of BCRAT with BCRATplus7. The applications were used to decide which women could benefit from tamoxifen to prevent breast cancer; which should have screening mammography; assessing the extent of reclassification of breast cancer risk; and allocating access to screening mammography under cost constraints.

Gail found that for all applications, the value added with BCRATplus7 compared with BCRAT was very small.

"In view of these uncertainties and the small improvements from BCRATplus7 in these applications, further studies are needed to validate models with SNPs and to assess how much they improve performance over simpler models," the author writes.

This research was published in the Journal of the National Cancer Institute on June 17, 2009.


Story Source:

The above story is based on materials provided by Journal of the National Cancer Institute. Note: Materials may be edited for content and length.


Cite This Page:

Journal of the National Cancer Institute. "Adding SNPs To Breast Cancer Risk Model Does Not Increase Accuracy Meaningfully." ScienceDaily. ScienceDaily, 17 June 2009. <www.sciencedaily.com/releases/2009/06/090617191420.htm>.
Journal of the National Cancer Institute. (2009, June 17). Adding SNPs To Breast Cancer Risk Model Does Not Increase Accuracy Meaningfully. ScienceDaily. Retrieved April 23, 2014 from www.sciencedaily.com/releases/2009/06/090617191420.htm
Journal of the National Cancer Institute. "Adding SNPs To Breast Cancer Risk Model Does Not Increase Accuracy Meaningfully." ScienceDaily. www.sciencedaily.com/releases/2009/06/090617191420.htm (accessed April 23, 2014).

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