Scoring system based on BI-RADS lexicon to predict probability of malignancy in suspicious microcalcifications

Ann Surg Oncol. 2012 May;19(5):1491-8. doi: 10.1245/s10434-011-2167-4. Epub 2011 Dec 16.

Abstract

Purpose: To develop a scoring system allowing quantification of the probability of malignancy of suspicious microcalcifications based on Breast Imaging Reporting and Data System (BI-RADS).

Methods: A total of 163 microcalcification lesions surgically excised in 147 women (aged 28-65 years) were included. Two radiologists independently reviewed each lesion with BI-RADS (4th edition). The interobserver agreement and positive predictive value (PPV) for each descriptor were determined and multivariate analysis was used to develop a scoring system. The scores were compared between benign and malignant lesions and among BI-RADS categories by using the two-sample t-test or the analysis of variance. To assess the discriminative power of the scoring system, the area under the receiver-operating characteristic curve (AUC) and cutoff values for categorization were determined. For the test of the scoring system, the validation data set from a different facility was applied.

Results: Interobserver agreement was fair to moderate for distribution, morphology, and category (κ = 0.45, 0.40, and 0.37). PPVs were significantly different among BI-RADS descriptors and categories (P < 0.0001). Of the scoring system developed, the AUC was 0.75. The scores between benign and malignant lesions were significantly different. By means of cutoff values, PPV in category 4a, 4b, 4c, and 5 was 7.0%, 15.0%, 44.8%, and 83.3%, respectively. For the validation data set, the AUC was 0.79 and the PPV in category 4a, 4b, 4c, and 5 was 9.4%, 24.1%, 62.5%, and 80.0%, respectively.

Conclusions: In suspicious microcalcifications, our scoring system based on BI-RADS (4th edition) could help to derive a specific final category with good stratification of the probability of malignancy.

Publication types

  • Comparative Study
  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Area Under Curve
  • Biopsy, Needle
  • Breast Diseases / diagnostic imaging
  • Breast Diseases / pathology
  • Breast Diseases / surgery
  • Breast Neoplasms / diagnostic imaging
  • Breast Neoplasms / pathology*
  • Breast Neoplasms / surgery
  • Calcinosis / diagnostic imaging
  • Calcinosis / pathology*
  • Calcinosis / surgery
  • Carcinoma in Situ / diagnostic imaging
  • Carcinoma in Situ / pathology*
  • Carcinoma in Situ / surgery
  • Carcinoma, Ductal, Breast / diagnostic imaging
  • Carcinoma, Ductal, Breast / pathology*
  • Carcinoma, Ductal, Breast / surgery
  • Diagnosis, Differential
  • Female
  • Humans
  • Hyperplasia / pathology
  • Logistic Models
  • Mammography / standards
  • Middle Aged
  • Predictive Value of Tests
  • Probability
  • ROC Curve
  • Reproducibility of Results
  • Sensitivity and Specificity