title: Importance of nuclear morphology in breast cancer prognosis.
abstract: The purpose of this study is to define prognostic relationships between computer-derived nuclear morphological features, lymph node status, and tumor size in breast cancer. Computer-derived nuclear size, shape, and texture features were determined in fine-needle aspirates obtained at the time of diagnosis from 253 consecutive patients with invasive breast cancer. Tumor size and lymph node status were determined at the time of surgery. Median follow-up time was 61.5 months for patients without distant recurrence. In univariate analysis, tumor size, nuclear features, and the number of metastatic nodes were of decreasing significance for distant disease-free survival. Nuclear features, tumor size, and the number of metastatic nodes were of decreasing significance for overall survival. In multivariate analysis, the morphological size feature, largest perimeter, was more predictive of disease-free and overall survival than were either tumor size or the number of axillary lymph node metastases. This morphological feature, when combined with tumor size, identified more patients at both the good and poor ends of the prognostic spectrum than did the combination of tumor size and axillary lymph node status. Our data indicate that computer analysis of nuclear features has the potential to replace axillary lymph node status for staging of breast cancer. If confirmed by others, axillary dissection for breast cancer staging, estimating prognosis, and selecting patients for adjunctive therapy could be eliminated.
authors.affiliation: Department of Surgery, University of Wisconsin, Madison 53792, USA. wolberg@surgery.wisc.edu
authors.forename: W H
authors.initials: WH
authors.lastname: Wolberg
authors.forename: W N
authors.initials: WN
authors.lastname: Street
authors.forename: O L
authors.initials: OL
authors.lastname: Mangasarian
mesh_terms: D000704:Analysis of Variance; D001707:Biopsy, Needle; D001943:Breast Neoplasms / Q000401:mortality / Q000473:pathology* / Q000601:surgery; D002467:Cell Nucleus / Q000473:pathology*; D018572:Disease-Free Survival; D005260:Female; D005500:Follow-Up Studies; D006801:Humans; D015993:Life Tables; D008207:Lymphatic Metastasis; D009367:Neoplasm Staging; D011379:Prognosis; D012189:Retrospective Studies; D015996:Survival Rate; D013997:Time Factors