Genetic Reclassification of Histologic Grade Delineates New Clinical Subtypes of Breast Cancer
Genome Institute of Singapore · Russian Academy of Sciences · +5 more institutions
Abstract
Histologic grading of breast cancer defines morphologic subtypes informative of metastatic potential, although not without considerable interobserver disagreement and clinical heterogeneity particularly among the moderately differentiated grade 2 (G2) tumors. We posited that a gene expression signature capable of discerning tumors of grade 1 (G1) and grade 3 (G3) histology might provide a more objective measure of grade with prognostic benefit for patients with G2 disease. To this end, we studied the expression profiles of 347 primary invasive breast tumors analyzed on Affymetrix microarrays. Using class prediction algorithms, we identified 264 robust grade-associated markers, six of which could accurately…
Citation impact
- FWCI
- 19.70
- Percentile
- 100%
- References
- 55
Authors
15Topics & keywords
- Grading (engineering)
- Breast cancer
- Medicine
- Oncology
- Nottingham Prognostic Index
- Cancer
- Disease
- Adjuvant therapy
- Reduced inequalities