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Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
Published on: December 15, 2014
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Apparent diffusion coefficient cannot predict molecular subtype and lymph node metastases in invasive breast cancer:
Alexey Surov1, Yun-Woo Chang2, Lihua Li3
1Department of Diagnostic and Interventional Radiology, University of Ulm, Albert-Einstein-Allee 23, 89081, Ulm, Germany. Alexey.Surov@medizin.uni-leipzig.de.
BMC Cancer
|November 7, 2019
Summary
Apparent diffusion coefficient (ADC) values from diffusion weighted imaging (DWI) in breast cancer (BC) did not effectively differentiate molecular subtypes or predict disease stage. ADC values showed limited correlation with proliferation markers like Ki 67.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Breast cancer (BC) diagnosis relies heavily on radiological imaging.
- Diffusion weighted imaging (DWI) and apparent diffusion coefficient (ADC) values are explored for prognostic value in BC.
- Existing literature presents conflicting data on ADC's association with BC prognostic factors.
Purpose of the Study:
- To investigate the relationship between quantitative ADC values from DWI and pathological prognostic factors in breast cancer.
- To provide clear data on the utility of ADC in characterizing BC subtypes and predicting outcomes.
Main Methods:
- Multi-center study involving 661 female patients with invasive ductal or lobular carcinoma.
- Analysis of ADC values across different molecular subtypes (Luminal A, Luminal B, HER2+, triple negative) and TNM staging.
- Statistical comparison using Mann-Whitney U and Kruskal-Wallis H tests; correlation with Ki 67 using Spearman's rank correlation.
Main Results:
- Significant overlap in ADC values among different BC molecular subtypes.
- Luminal B carcinomas showed significantly lower ADC values than Luminal A and HER2+ subtypes.
- No significant differences in ADC values were found between Luminal A, HER2+, and triple-negative tumors, nor across different T or N stages.
- A weak, statistically significant negative correlation between ADC and Ki 67 was observed only in Luminal B carcinoma.
Conclusions:
- Apparent diffusion coefficient (ADC) values are not sufficiently discriminative for breast cancer molecular subtypes.
- ADC cannot reliably serve as a surrogate marker for disease stage or proliferation activity (Ki 67) in breast cancer.
- Further research may be needed to explore other imaging biomarkers for BC characterization.

