4.5 Review

Computational prognostic indicators for breast cancer

Journal

CANCER MANAGEMENT AND RESEARCH
Volume 6, Issue -, Pages 301-312

Publisher

DOVE MEDICAL PRESS LTD
DOI: 10.2147/CMAR.S46483

Keywords

computational model; precision prognosis; tumor

Categories

Funding

  1. NIH [R21 CA167305-01A1]
  2. NATIONAL CANCER INSTITUTE [R21CA167305] Funding Source: NIH RePORTER
  3. NATIONAL CENTER FOR ADVANCING TRANSLATIONAL SCIENCES [UL1TR000430] Funding Source: NIH RePORTER

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Breast cancer remains the leading cause of cancer-related mortality in women. Comprehensive genomics, proteomics, and metabolomics studies are emerging that offer an opportunity to model disease biology, prognosis, and response to specific therapies. Although many biomarkers have been identified through advances in data mining techniques, few have been applied broadly to make patient-specific decisions. Here, we review a selection of breast cancer prognostic indicators and their implications. Our goal is to provide clinicians with a general evaluation of emerging computational methodologies for outcome prediction.

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