TY - JOUR
T1 - Can diffusion tensor anisotropy indices assist in breast cancer detection?
AU - Furman-Haran, Edna
AU - Grobgeld, Dov
AU - Nissan, Noam
AU - Shapiro-Feinberg, Myra
AU - Degani, Hadassa
N1 - Publisher Copyright:
© 2016 International Society for Magnetic Resonance in Medicine
PY - 2016/12/1
Y1 - 2016/12/1
N2 - Purpose: To evaluate whether the various anisotropy indices derived from breast diffusion tensor imaging (DTI) can characterize the healthy breast structure and differentiate cancer from normal breast tissue. Materials and Methods: Six healthy volunteers and retrospectively selected 24 breast cancer patients were imaged at 3T. DTI included two b-values 0 and 700 sec/mm2 with 20–64 gradient directions and TE of 120 or 90 msec. The normalized anisotropy indices: fractional anisotropy (FA), relative anisotropy (RA), and 1-volume ratio (1-VR), as well as the absolute maximal anisotropy index (λ1–λ3) were compared. Results: The spatial distribution of the various anisotropy indices in healthy volunteers exhibited a high congruence (Pearson correlation coefficients range: 0.79–1.0). All indices showed a statistically significant reduction (P < 0.001) following shortening of the diffusion time. Significantly lower λ1–λ3 values were found in cancers as compared to normal breast tissue (P < 6.0 × 10-7), while the values of the normalized indices in cancers were not significantly different from those in normal breast tissue (P < 0.65 for FA, P < 0.6 for RA, and P < 0.2 for 1-VR). The contrast-to-noise ratio of λ1–λ3 was significantly higher (P < 0.001) than those of the normalized anisotropy indices, and the area under the curve in a receiver operating characteristic analysis exhibited the highest value for λ1–λ3 (0.89 ± 0.04 vs. 0.51–0.54 for the other anisotropy indices). Conclusion: Water diffusion anisotropy in the healthy breast can be similarly mapped by the normalized indices and by λ1–λ3. However, the normalized anisotropy indices fail to differentiate cancer from normal breast tissue, whereas λ1–λ3 can assist in differentiating cancer from normal breast tissue. J. Magn. Reson. Imaging 2016;44:1624–1632.
AB - Purpose: To evaluate whether the various anisotropy indices derived from breast diffusion tensor imaging (DTI) can characterize the healthy breast structure and differentiate cancer from normal breast tissue. Materials and Methods: Six healthy volunteers and retrospectively selected 24 breast cancer patients were imaged at 3T. DTI included two b-values 0 and 700 sec/mm2 with 20–64 gradient directions and TE of 120 or 90 msec. The normalized anisotropy indices: fractional anisotropy (FA), relative anisotropy (RA), and 1-volume ratio (1-VR), as well as the absolute maximal anisotropy index (λ1–λ3) were compared. Results: The spatial distribution of the various anisotropy indices in healthy volunteers exhibited a high congruence (Pearson correlation coefficients range: 0.79–1.0). All indices showed a statistically significant reduction (P < 0.001) following shortening of the diffusion time. Significantly lower λ1–λ3 values were found in cancers as compared to normal breast tissue (P < 6.0 × 10-7), while the values of the normalized indices in cancers were not significantly different from those in normal breast tissue (P < 0.65 for FA, P < 0.6 for RA, and P < 0.2 for 1-VR). The contrast-to-noise ratio of λ1–λ3 was significantly higher (P < 0.001) than those of the normalized anisotropy indices, and the area under the curve in a receiver operating characteristic analysis exhibited the highest value for λ1–λ3 (0.89 ± 0.04 vs. 0.51–0.54 for the other anisotropy indices). Conclusion: Water diffusion anisotropy in the healthy breast can be similarly mapped by the normalized indices and by λ1–λ3. However, the normalized anisotropy indices fail to differentiate cancer from normal breast tissue, whereas λ1–λ3 can assist in differentiating cancer from normal breast tissue. J. Magn. Reson. Imaging 2016;44:1624–1632.
KW - breast cancer detection
KW - breast diffusion tensor imaging
KW - diffusion MRI
KW - diffusion anisotropy
UR - http://www.scopus.com/inward/record.url?scp=84963971815&partnerID=8YFLogxK
U2 - 10.1002/jmri.25292
DO - 10.1002/jmri.25292
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C2 - 27092546
AN - SCOPUS:84963971815
SN - 1053-1807
VL - 44
SP - 1624
EP - 1632
JO - Journal of Magnetic Resonance Imaging
JF - Journal of Magnetic Resonance Imaging
IS - 6
ER -