Histogram analysis of apparent diffusion coefficient at 3.0t: Correlation with prognostic factors and subtypes of invasive ductal carcinoma

J Magn Reson Imaging. 2015 Dec;42(6):1666-78. doi: 10.1002/jmri.24934. Epub 2015 Apr 27.

Abstract

Purpose: To evaluate apparent diffusion coefficient (ADC) histogram parameters that show correlations with prognostic factors and subtypes of breast cancer.

Materials and methods: At 3.0T, various ADC histogram parameters were calculated including the entire tumor volume in 173 invasive ductal carcinomas: the minimum, 10th percentile, mean, median, 90th percentile, and maximum. ADC parameters were correlated with prognostic factors and subtype.

Results: The mean ADCmedian value was significantly higher in the group with lymph node metastasis, HER2 positivity, and a Ki-67 value <14% than in the group with negativity for lymph node metastasis, HER2 negativity, and a Ki-67 value ≥14% (0.907, 0.978, and 0.941 vs. 0.735, 0.778, and 0.761 × 10(-3) mm(2) /s, respectively) (P < 0.01). There was no significant correlation between ADCmedian and tumor size, histologic grade, estrogen receptor expression, and progesterone receptor expression (P = 0.272, 0.113, 0.261, and 0.181, respectively). For most ADC parameters except for ADCmin , the mean of variable ADC parameters of HER2-positive, luminal A, luminal B-HER2(+), triple-negative, and luminal B-HER2(-) diseases were arranged in descending order (1.175, 0.936, 0.863, 0.811, and 0.665 × 10(-3) mm(2) /s in ADCmedian , respectively) with statistical significant difference (P < 0.001). In multivariate analysis, histologic grade, the Ki-67 index, and HER2 expression were statistically significant explanatory prognostic factors for ADCmedian and the Ki-67 index had the most robust effects on ADC parameters (standardized coefficient = -0.317).

Conclusion: Various ADC parameters were correlated with prognostic factors and subtype, except for ADCmin . HER2 positivity showed high ADC values and high Ki-67 index revealed low ADC values.

Keywords: Ki-67 antigen; breast; carcinoma; diffusion magnetic resonance imaging; ductal; erbB-2; estrogen; genes; progesterone; receptor.

Publication types

  • Comparative Study

MeSH terms

  • Adult
  • Aged
  • Biomarkers, Tumor / metabolism
  • Breast Neoplasms / classification
  • Breast Neoplasms / metabolism
  • Breast Neoplasms / pathology*
  • Carcinoma, Ductal, Breast / classification
  • Carcinoma, Ductal, Breast / metabolism
  • Carcinoma, Ductal, Breast / pathology*
  • Data Interpretation, Statistical*
  • Diffusion Magnetic Resonance Imaging / methods*
  • Female
  • Humans
  • Image Interpretation, Computer-Assisted / methods*
  • Ki-67 Antigen / classification
  • Ki-67 Antigen / metabolism
  • Middle Aged
  • Neoplasm Invasiveness
  • Observer Variation
  • Prognosis
  • Receptor, ErbB-2 / metabolism
  • Reproducibility of Results
  • Retrospective Studies
  • Sensitivity and Specificity
  • Statistics as Topic

Substances

  • Biomarkers, Tumor
  • Ki-67 Antigen
  • ERBB2 protein, human
  • Receptor, ErbB-2