Added value of mean and entropy of apparent diffusion coefficient values for evaluating histologic phenotypes of invasive ductal breast cancer with MR imaging.
prospective_cohort · Level II
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- Record sourced from PubMed, PMID 30116958.
- Also identified by DOI 10.1007/s00330-018-5667-9.
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Abstract
To study the added value of mean and entropy of apparent diffusion coefficient (ADC) values at standard (800 s/mm<sup>2</sup>) and high (1500 s/mm<sup>2</sup>) b-values obtained with diffusion-weighted imaging in identifying histologic phenotypes of invasive ductal breast cancer (IDC) with MR imaging. One hundred thirty-four IDC patients underwent diffusion-weighted imaging with b-values of 800 and 1500 s/mm<sup>2</sup>, and corresponding ADC<sub>800</sub> and ADC<sub>1500</sub> maps were generated. Mean and entropy of volumetric ADC values were compared with molecular markers (estrogen receptor [ER], progesterone receptor [PR], human epidermal growth factor receptor 2 [HER2], and Ki-67). Associations among morphologic features, ADC metrics, and phenotypes (luminal A, luminal B [HER2 negative], luminal B [HER2 positive], HER2 positive, and triple negative) were evaluated. Mean ADC values were significantly decreased in ER-positive, PR-positive, and HER2-negative tumors (p < 0.01). Ki-67 ≥ 20% tumors demonstrated significantly higher ADC entropy values compared with Ki-67 < 20% tumors (p < 0.001). Luminal A subtype tended to display lower ADC entropy values compared with other subtypes, while HER2-positive subtype tended to display higher mean ADC values. ADC<sub>1500</sub> entropy provided superior diagnostic performance over ADC<sub>800</sub> entropy (p = 0.04). Independent risk factors were ADC<sub>1500</sub> entropy (p = 0.002) associated with luminal A, irregular mass shape (p = 0.018) and ADC<sub>1500</sub> entropy (p = 0.022) with luminal B (HER2 positive), mean ADC<sub>1500</sub> (p = 0.018) with HER2 positive, and smooth mass margin (p = 0.012) and rim enhancement (p = 0.003) with triple negative. Mean and entropy of ADC values provided complementary information and added value for evaluating IDC histologic phenotypes. High-b-value ADC<sub>1500</sub> may facilitate better phenotype discrimination. • ADC metrics are associated with molecular marker status in IDC. • ADC <sub>1500</sub> improves differentiation of histologic phenotypes compared with ADC <sub>800</sub> . • ADC metrics add value to morphologic features in IDC phenotyping.
Medical subject headings
- Breast
- Breast Neoplasms
- Carcinoma, Ductal, Breast
- Diffusion Magnetic Resonance Imaging