TY - JOUR
T1 - Histogram analysis of apparent diffusion coefficient at 3.0t
T2 - Correlation with prognostic factors and subtypes of invasive ductal carcinoma
AU - Kim, Eun Jeong
AU - Kim, Sung Hun
AU - Park, Ga Eun
AU - Kang, Bong Joo
AU - Song, Byung Joo
AU - Kim, Yun Ju
AU - Lee, Dongeon
AU - Ahn, Hyunsoo
AU - Kim, Inah
AU - Son, Yo Han
AU - Grimm, Robert
N1 - Publisher Copyright:
© 2015 Wiley Periodicals, Inc.
PY - 2015/12/1
Y1 - 2015/12/1
N2 - 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 mm2/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 mm2/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.
AB - 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 mm2/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 mm2/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.
KW - ErbB-2
KW - Ki-67 antigen
KW - breast
KW - carcinoma
KW - diffusion magnetic resonance imaging
KW - ductal
KW - estrogen
KW - genes
KW - progesterone
KW - receptor
UR - https://www.scopus.com/pages/publications/84955664757
U2 - 10.1002/jmri.24934
DO - 10.1002/jmri.24934
M3 - Article
C2 - 25919239
AN - SCOPUS:84955664757
SN - 1053-1807
VL - 42
SP - 1666
EP - 1678
JO - Journal of Magnetic Resonance Imaging
JF - Journal of Magnetic Resonance Imaging
IS - 6
ER -