Diffusion-weighted MRI of estrogen receptor-positive, HER2-negative, node-negative breast cancer: association between intratumoral heterogeneity and recurrence risk
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Kim, Jin You
[1
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Kim, Jin Joo
[1
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Hwangbo, Lee
[1
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Lee, Ji Won
[1
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Lee, Nam Kyung
[1
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Nam, Kyung Jin
[3
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Choo, Ki Seok
[3
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Kang, Taewoo
[4
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Park, Heeseung
[4
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Son, Yohan
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Siemens Healthineers Ltd, Seoul, South KoreaPusan Natl Univ Hosp, Med Res Inst, Dept Radiol, Busan, South Korea
Son, Yohan
[5
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Grimm, Robert
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Siemens Healthcare GmbH, Erlangen, GermanyPusan Natl Univ Hosp, Med Res Inst, Dept Radiol, Busan, South Korea
Grimm, Robert
[6
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[1] Pusan Natl Univ Hosp, Med Res Inst, Dept Radiol, Busan, South Korea
[2] Pusan Natl Univ, Dept Radiol, Sch Med, 1-10 Ami Dong, Busan 602739, South Korea
[3] Pusan Natl Univ, Dept Radiol, Yangsan Hosp, Yangsan, South Korea
[4] Pusan Natl Univ Hosp, Busan Canc Ctr, Busan, South Korea
Objectives To investigate possible associations between quantitative apparent diffusion coefficient (ADC) metrics derived from whole-lesion histogram analysis and breast cancer recurrence risk in women with estrogen receptor (ER)-positive, human epidermal growth factor receptor 2 (HER2)-negative, node-negative breast cancer who underwent the Oncotype DX assay. Methods This retrospective study was conducted on 105 women (median age, 48 years) with ER-positive, HER2-negative, node-negative breast cancer who underwent the Oncotype DX test and preoperative diffusion-weighted imaging (DWI). Histogram analysis of pixel-based ADC data of whole tumors was performed, and various ADC histogram parameters (mean, 5th, 25th, 50th, 75th, and 95th percentiles of ADCs) were extracted. The ADC difference value (defined as the difference between the 5th and 95th percentiles of ADCs) was calculated to assess intratumoral heterogeneity. Associations between quantitative ADC metrics and the recurrence risk, stratified using the Oncotype DX recurrence score (RS), were evaluated. Results Whole-lesion histogram analysis showed that the ADC difference value was different between the low-risk recurrence (RS < 18) and the non-low-risk recurrence (RS >= 18; intermediate to high risk of recurrence) groups (0.600 x 10(-3) mm(2)/s vs. 0.746 x 10(-3) mm(2)/s, p < 0.001). Multivariate regression analysis demonstrated that a lower ADC difference value (< 0.559 x 10(-3) mm(2)/s; odds ratio [OR] = 5.998; p = 0.007) and a small tumor size (<= 2 cm; OR = 3.866; p = 0.012) were associated with a low risk of recurrence after adjusting for clinicopathological factors. Conclusions The ADC difference value derived from whole-lesion histogram analysis might serve as a quantitative DWI biomarker of the recurrence risk in women with ER-positive, HER2-negative, node-negative invasive breast cancer.
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Yonsei Univ, Inst Breast Canc Precis Med, Coll Med, Seoul, South KoreaYonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Kim, Kyungsoo
Chu, Chihhao
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Yonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Yonsei Univ, Inst Breast Canc Precis Med, Coll Med, Seoul, South KoreaYonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Chu, Chihhao
Lee, Kyung-A
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Yonsei Univ, Gangnam Severance Hosp, Dept Lab Med, Coll Med, Seoul, South KoreaYonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Lee, Kyung-A
Kim, Yoonjung
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Yonsei Univ, Gangnam Severance Hosp, Dept Lab Med, Coll Med, Seoul, South KoreaYonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Kim, Yoonjung
Kim, Jee Hung
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Yonsei Univ, Inst Breast Canc Precis Med, Coll Med, Seoul, South Korea
Yonsei Univ, Gangnam Severance Hosp, Dept Internal Med, Div Med Oncol,Coll Med, Seoul, South KoreaYonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Kim, Jee Hung
Jeong, Joon
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Yonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea
Yonsei Univ, Inst Breast Canc Precis Med, Coll Med, Seoul, South KoreaYonsei Univ, Gangnam Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea