Intravoxel incoherent motion magnetic resonance imaging for breast cancer: A comparison with molecular subtypes and histological grades

The purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast cancer. Fifty-one patients with breast cancer were included in the study. All subjects were examined by 3 T Magnetic Resonance Imaging (MRI)...

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Published inMagnetic resonance imaging Vol. 78; pp. 35 - 41
Main Authors Uslu, Hande, Önal, Tugay, Tosun, Mesude, Arslan, Arzu S., Ciftci, Ercument, Utkan, Nihat Zafer
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier Inc 01.05.2021
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Abstract The purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast cancer. Fifty-one patients with breast cancer were included in the study. All subjects were examined by 3 T Magnetic Resonance Imaging (MRI). Diffusion-weighted imaging (DWI) was undertaken with 16 b-values. IVIM parameters [D (true diffusion coefficient), D* (pseudo-diffusion coefficient), f (perfusion fraction)] were calculated. Histopathological reports were reviewed to histological grade, histological type, and immunohistochemistry. IVIM parameters of tumors with different histological grades and molecular subtypes were compared. D* and f were significantly different between molecular subtypes (p = 0.019, p = 0.03 respectively). D* and f were higher in the HER-2 group and lower in Triple negative (−) group (D*:36.8 × 10−3 ± 5.3 × 10−3 mm2/s, f:29.5%, D*:29.8 × 10−3 ± 5.6 × 10−3 mm2/s, f:21.5% respectively). There was a significant difference in D* and f between HER-2 and Triple (−) subgroups (p = 0,028, p = 0.024, respectively). D* was also significantly different between the HER-2 group and the Luminal group (p = 0,041). While histological grades increase, D and f values tend to decrease, and D* tends to increase. While the Ki-67 index increases, D* and f values tend to increase, and D tend to decrease. D* and f values measured with IVIM imaging were useful for assessing breast cancer molecular subtyping. IVIM imaging may be an alternative to breast biopsy for sub-typing of breast cancer with further research.
AbstractList The purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast cancer. Fifty-one patients with breast cancer were included in the study. All subjects were examined by 3 T Magnetic Resonance Imaging (MRI). Diffusion-weighted imaging (DWI) was undertaken with 16 b-values. IVIM parameters [D (true diffusion coefficient), D* (pseudo-diffusion coefficient), f (perfusion fraction)] were calculated. Histopathological reports were reviewed to histological grade, histological type, and immunohistochemistry. IVIM parameters of tumors with different histological grades and molecular subtypes were compared. D* and f were significantly different between molecular subtypes (p = 0.019, p = 0.03 respectively). D* and f were higher in the HER-2 group and lower in Triple negative (-) group (D*:36.8 × 10  ± 5.3 × 10  mm /s, f:29.5%, D*:29.8 × 10  ± 5.6 × 10  mm /s, f:21.5% respectively). There was a significant difference in D* and f between HER-2 and Triple (-) subgroups (p = 0,028, p = 0.024, respectively). D* was also significantly different between the HER-2 group and the Luminal group (p = 0,041). While histological grades increase, D and f values tend to decrease, and D* tends to increase. While the Ki-67 index increases, D* and f values tend to increase, and D tend to decrease. D* and f values measured with IVIM imaging were useful for assessing breast cancer molecular subtyping. IVIM imaging may be an alternative to breast biopsy for sub-typing of breast cancer with further research.
The purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast cancer. Fifty-one patients with breast cancer were included in the study. All subjects were examined by 3 T Magnetic Resonance Imaging (MRI). Diffusion-weighted imaging (DWI) was undertaken with 16 b-values. IVIM parameters [D (true diffusion coefficient), D* (pseudo-diffusion coefficient), f (perfusion fraction)] were calculated. Histopathological reports were reviewed to histological grade, histological type, and immunohistochemistry. IVIM parameters of tumors with different histological grades and molecular subtypes were compared. D* and f were significantly different between molecular subtypes (p = 0.019, p = 0.03 respectively). D* and f were higher in the HER-2 group and lower in Triple negative (−) group (D*:36.8 × 10−3 ± 5.3 × 10−3 mm2/s, f:29.5%, D*:29.8 × 10−3 ± 5.6 × 10−3 mm2/s, f:21.5% respectively). There was a significant difference in D* and f between HER-2 and Triple (−) subgroups (p = 0,028, p = 0.024, respectively). D* was also significantly different between the HER-2 group and the Luminal group (p = 0,041). While histological grades increase, D and f values tend to decrease, and D* tends to increase. While the Ki-67 index increases, D* and f values tend to increase, and D tend to decrease. D* and f values measured with IVIM imaging were useful for assessing breast cancer molecular subtyping. IVIM imaging may be an alternative to breast biopsy for sub-typing of breast cancer with further research.
The purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast cancer.PURPOSEThe purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast cancer.Fifty-one patients with breast cancer were included in the study. All subjects were examined by 3 T Magnetic Resonance Imaging (MRI). Diffusion-weighted imaging (DWI) was undertaken with 16 b-values. IVIM parameters [D (true diffusion coefficient), D* (pseudo-diffusion coefficient), f (perfusion fraction)] were calculated. Histopathological reports were reviewed to histological grade, histological type, and immunohistochemistry. IVIM parameters of tumors with different histological grades and molecular subtypes were compared.METHODSFifty-one patients with breast cancer were included in the study. All subjects were examined by 3 T Magnetic Resonance Imaging (MRI). Diffusion-weighted imaging (DWI) was undertaken with 16 b-values. IVIM parameters [D (true diffusion coefficient), D* (pseudo-diffusion coefficient), f (perfusion fraction)] were calculated. Histopathological reports were reviewed to histological grade, histological type, and immunohistochemistry. IVIM parameters of tumors with different histological grades and molecular subtypes were compared.D* and f were significantly different between molecular subtypes (p = 0.019, p = 0.03 respectively). D* and f were higher in the HER-2 group and lower in Triple negative (-) group (D*:36.8 × 10-3 ± 5.3 × 10-3 mm2/s, f:29.5%, D*:29.8 × 10-3 ± 5.6 × 10-3 mm2/s, f:21.5% respectively). There was a significant difference in D* and f between HER-2 and Triple (-) subgroups (p = 0,028, p = 0.024, respectively). D* was also significantly different between the HER-2 group and the Luminal group (p = 0,041). While histological grades increase, D and f values tend to decrease, and D* tends to increase. While the Ki-67 index increases, D* and f values tend to increase, and D tend to decrease.RESULTSD* and f were significantly different between molecular subtypes (p = 0.019, p = 0.03 respectively). D* and f were higher in the HER-2 group and lower in Triple negative (-) group (D*:36.8 × 10-3 ± 5.3 × 10-3 mm2/s, f:29.5%, D*:29.8 × 10-3 ± 5.6 × 10-3 mm2/s, f:21.5% respectively). There was a significant difference in D* and f between HER-2 and Triple (-) subgroups (p = 0,028, p = 0.024, respectively). D* was also significantly different between the HER-2 group and the Luminal group (p = 0,041). While histological grades increase, D and f values tend to decrease, and D* tends to increase. While the Ki-67 index increases, D* and f values tend to increase, and D tend to decrease.D* and f values measured with IVIM imaging were useful for assessing breast cancer molecular subtyping. IVIM imaging may be an alternative to breast biopsy for sub-typing of breast cancer with further research.CONCLUSIOND* and f values measured with IVIM imaging were useful for assessing breast cancer molecular subtyping. IVIM imaging may be an alternative to breast biopsy for sub-typing of breast cancer with further research.
Author Utkan, Nihat Zafer
Ciftci, Ercument
Önal, Tugay
Arslan, Arzu S.
Uslu, Hande
Tosun, Mesude
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Cites_doi 10.1093/jnci/djp082
10.1148/radiol.14140283
10.1016/j.diii.2013.04.010
10.18632/oncotarget.24006
10.1007/s12282-010-0236-3
10.1007/s00428-011-1144-4
10.1007/s00330-012-2425-2
10.1016/j.mric.2013.01.002
10.1007/s00428-002-0646-5
10.1148/rg.316115515
10.1056/NEJMoa021967
10.1002/mrm.22740
10.1002/jmri.25479
10.1073/pnas.0932692100
10.1016/j.ejrad.2013.08.006
10.1002/jmri.24799
10.1002/jmri.25514
10.1259/bjr.20160140
10.1097/RLI.0000000000000094
10.1148/radiol.2017162853
10.1002/jmri.25612
10.1007/s10334-018-0697-5
10.1007/s00330-018-5667-9
10.1200/JCO.2013.54.1870
10.1148/radiology.168.2.3393671
10.1093/annonc/mdr304
10.2214/AJR.10.5515
10.5858/arpa.2013-0953-SA
10.1002/jmri.25909
10.1093/annonc/mdt303
10.18632/oncotarget.12689
10.1002/jmri.26908
10.1186/s12967-019-1911-6
10.1200/JCO.2009.24.9284
10.1148/radiology.161.2.3763909
10.1259/bjr/79381464
10.1002/jmri.21884
10.1371/journal.pone.0177903
10.1186/s13058-018-0991-1
10.1148/radiol.14132641
10.1159/000346475
10.1002/jmri.24462
10.1016/j.acra.2017.06.016
10.1016/j.ejrad.2010.06.019
10.1007/s00330-015-4087-3
10.1016/j.crad.2017.11.019
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Keywords Histologic grade
Breast cancer
Molecular subtype
Intravoxel incoherent motion
Language English
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References Iima, Kataoka, Kanao, Onishi, Kawai, Ohashi (bb0100) 2018; 287
Granata, Fusco, Catalano, Guarino, Granata, Tatangelo (bb0240) 2016; 7
Uematsu (bb0185) 2011; 18
Malayeri, El Khouli, Zaheer, Jacobs, Corona-Villalobos, Kamel (bb0055) 2011; 31
Sigmund, Cho, Kim, Finn, Moccaldi, Jensen (bb0135) 2011; 65
Goldhirsch, Winer, Coates, Gelber, Piccart-Gebhart, Thürlimann (bb0020) 2013; 24
Cheang, Chia, Voduc, Gao, Leung, Snider (bb0035) 2009; 101
Suo, Lin, Wang, Zhang, Wang, Zhang (bb0075) 2015; 42
Suo, Zhang, Cheng, Cao, Hua, Lu (bb0105) 2019; 29
Jalnefjord, Andersson, Montelius, Starck, Elf, Johanson (bb0160) 2018; 31
Ades, Zardavas, Bozovic-Spasojevic, Pugliano, Fumagalli, De Azambuja (bb0030) 2014; 32
Choi, Kim, Youn, Kang, Park, Lee (bb0120) 2017; 12
Liu, Liang, Liu, Zhang, Huang (bb0090) 2013; 82
You, Li, Zhi, Chen, Yang, Gu (bb0180) 2019; 17
Vranic, Frkovic-Grazio, Bilalovic, Gatalica (bb0190) 2011; 459
Mazurowski, Zhang, Grimm, Yoon, Silber (bb0045) 2014; 273
Van De Vijver, He, Van’t Veer, Dai, Hart, Voskuil (bb0010) 2002; 347
Brandão, Lehman, Partridge (bb0050) 2013; 21
Surov, Meyer, Wienke (bb0225) 2018; 9
Lee, Kim, Kang, Kang, Yoo, Yoo (bb0220) 2017; 45
Boisserie-Lacroix, Hurtevent-Labrot, Ferron, Lippa, Bonnefoi, Mac (bb0040) 2013; 94
Koh, Collins, Orton (bb0060) 2011; 196
Amornsiripanitch, Nguyen, Rahbar, Hippe, Gadi, Rendi (bb0110) 2018; 48
Zhuang, Zhang, Zhang, Cheng, Suo, Geng (bb0210) 2018; 73
Regitnig, Reiner, Dinges, Höfler, Müller-Holzner, Lax (bb0150) 2002; 441
Nishie, Tajima, Asayama, Ishigami, Kakihara, Nakayama (bb0235) 2011; 80
Voduc, Cheang, Tyldesley, Gelmon, Nielsen TO, Kennecke (bb0025) 2010; 28
Youk, Son, Chung, Kim, Kim (bb0115) 2012; 22
Le Bihan, Breton, Lallemand, Aubin, Vignaud, Laval-Jeantet (bb0070) 1988; 168
Wolff, Hammond, Hicks, Dowsett, McShane, Allison (bb0155) 2014; 138
Kontzoglou, Palla, Karaolanis, Karaiskos, Alexiou, Pateras (bb0195) 2013; 84
Le Bihan, Breton, Lallemand, Grenier, Cabanis, Laval-Jeantet (bb0065) 1986; 161
Kim, Ko, Kim, Min, Kim, Joo (bb0125) 2016; 89
Surov, Clauser, Chang, Li, Martincich, Partridge (bb0230) 2018; 20
Choi, Chang, Park, Kim, Hong, Seo (bb0205) 2012; 85
Cho, Moy, Kim, Baete, Moccaldi, Babb (bb0165) 2016; 26
Partridge, Nissan, Rahbar, Kitsch, Sigmund (bb0080) 2017; 45
Iima (bb0140) 2020
Iima, Yano, Kataoka, Umehana, Murata, Kanao (bb0170) 2015; 50
Mori, Ota, Mugikura, Takasawa, Ishida, Watanabe (bb0200) 2015; 274
Bokacheva, Kaplan, Giri, Patil, Gnanasigamani, Nyman (bb0085) 2014; 40
Sorlie, Tibshirani, Parker, Hastie, Marron, Nobel (bb0005) 2003; 100
Zhao, Fu, Zhang, Guo, Wu, Bai (bb0175) 2018; 16
Kim, Cha, Kim, Kang, Choi, Jung (bb0215) 2009; 30
Suo, Cheng, Cao, Kang, Wang, Hua (bb0130) 2017; 46
Iima, Honda, Sigmund, Ohno Kishimoto, Kataoka, Togashi (bb0145) 2020; 52
Goldhirsch, Wood, Coates, Gelber, Thürlimann, Senn (bb0015) 2011; 22
Kawashima, Miyati, Ohno, Ohno, Inokuchi, Ikeda (bb0095) 2017; 24
Goldhirsch (10.1016/j.mri.2021.02.005_bb0015) 2011; 22
Iima (10.1016/j.mri.2021.02.005_bb0100) 2018; 287
Regitnig (10.1016/j.mri.2021.02.005_bb0150) 2002; 441
Kim (10.1016/j.mri.2021.02.005_bb0125) 2016; 89
Wolff (10.1016/j.mri.2021.02.005_bb0155) 2014; 138
Brandão (10.1016/j.mri.2021.02.005_bb0050) 2013; 21
Kawashima (10.1016/j.mri.2021.02.005_bb0095) 2017; 24
Goldhirsch (10.1016/j.mri.2021.02.005_bb0020) 2013; 24
Boisserie-Lacroix (10.1016/j.mri.2021.02.005_bb0040) 2013; 94
Le Bihan (10.1016/j.mri.2021.02.005_bb0070) 1988; 168
Sigmund (10.1016/j.mri.2021.02.005_bb0135) 2011; 65
Kontzoglou (10.1016/j.mri.2021.02.005_bb0195) 2013; 84
Nishie (10.1016/j.mri.2021.02.005_bb0235) 2011; 80
Van De Vijver (10.1016/j.mri.2021.02.005_bb0010) 2002; 347
Jalnefjord (10.1016/j.mri.2021.02.005_bb0160) 2018; 31
Mazurowski (10.1016/j.mri.2021.02.005_bb0045) 2014; 273
Choi (10.1016/j.mri.2021.02.005_bb0205) 2012; 85
Zhuang (10.1016/j.mri.2021.02.005_bb0210) 2018; 73
Cheang (10.1016/j.mri.2021.02.005_bb0035) 2009; 101
Mori (10.1016/j.mri.2021.02.005_bb0200) 2015; 274
Suo (10.1016/j.mri.2021.02.005_bb0105) 2019; 29
Choi (10.1016/j.mri.2021.02.005_bb0120) 2017; 12
You (10.1016/j.mri.2021.02.005_bb0180) 2019; 17
Liu (10.1016/j.mri.2021.02.005_bb0090) 2013; 82
Koh (10.1016/j.mri.2021.02.005_bb0060) 2011; 196
Voduc (10.1016/j.mri.2021.02.005_bb0025) 2010; 28
Youk (10.1016/j.mri.2021.02.005_bb0115) 2012; 22
Sorlie (10.1016/j.mri.2021.02.005_bb0005) 2003; 100
Suo (10.1016/j.mri.2021.02.005_bb0130) 2017; 46
Iima (10.1016/j.mri.2021.02.005_bb0145) 2020; 52
Zhao (10.1016/j.mri.2021.02.005_bb0175) 2018; 16
Granata (10.1016/j.mri.2021.02.005_bb0240) 2016; 7
Surov (10.1016/j.mri.2021.02.005_bb0225) 2018; 9
Amornsiripanitch (10.1016/j.mri.2021.02.005_bb0110) 2018; 48
Cho (10.1016/j.mri.2021.02.005_bb0165) 2016; 26
Partridge (10.1016/j.mri.2021.02.005_bb0080) 2017; 45
Iima (10.1016/j.mri.2021.02.005_bb0170) 2015; 50
Iima (10.1016/j.mri.2021.02.005_bb0140) 2020
Le Bihan (10.1016/j.mri.2021.02.005_bb0065) 1986; 161
Ades (10.1016/j.mri.2021.02.005_bb0030) 2014; 32
Vranic (10.1016/j.mri.2021.02.005_bb0190) 2011; 459
Malayeri (10.1016/j.mri.2021.02.005_bb0055) 2011; 31
Suo (10.1016/j.mri.2021.02.005_bb0075) 2015; 42
Uematsu (10.1016/j.mri.2021.02.005_bb0185) 2011; 18
Kim (10.1016/j.mri.2021.02.005_bb0215) 2009; 30
Bokacheva (10.1016/j.mri.2021.02.005_bb0085) 2014; 40
Lee (10.1016/j.mri.2021.02.005_bb0220) 2017; 45
Surov (10.1016/j.mri.2021.02.005_bb0230) 2018; 20
References_xml – volume: 29
  start-page: 1425
  year: 2019
  end-page: 1434
  ident: bb0105
  article-title: Added value of mean and entropy of apparent diffusion coefficient values for evaluating histologic phenotypes of invasive ductal breast cancer with MR imaging
  publication-title: Eur Radiol
– volume: 347
  start-page: 1999
  year: 2002
  end-page: 2009
  ident: bb0010
  article-title: A gene-expression signature as a predictor of survival in breast cancer
  publication-title: N Engl J Med
– volume: 18
  start-page: 161
  year: 2011
  end-page: 164
  ident: bb0185
  article-title: MR imaging of triple-negative breast cancer
  publication-title: Breast Cancer
– volume: 28
  start-page: 1684
  year: 2010
  end-page: 1691
  ident: bb0025
  article-title: Breast cancer subtypes and the risk of local and regional relapse
  publication-title: J Clin Oncol
– volume: 94
  start-page: 1069
  year: 2013
  end-page: 1080
  ident: bb0040
  article-title: Correlation between imaging and molecular classification of breast cancers
  publication-title: Diagn Interv Imag
– volume: 100
  start-page: 8418
  year: 2003
  end-page: 8423
  ident: bb0005
  article-title: Repeated observation of breast tumor subtypes in independent gene expression data sets
  publication-title: Proc Natl Acad Sci U S A
– volume: 52
  start-page: 70
  year: 2020
  end-page: 90
  ident: bb0145
  article-title: Diffusion MRI of the breast: current status and future directions
  publication-title: J Magn Reson Imaging
– volume: 50
  start-page: 205
  year: 2015
  end-page: 211
  ident: bb0170
  article-title: Quantitative non-Gaussian diffusion and intravoxel incoherent motion magnetic resonance imaging: differentiation of malignant and benign breast lesions
  publication-title: Invest Radiol
– volume: 31
  start-page: 1773
  year: 2011
  end-page: 1791
  ident: bb0055
  article-title: Principles and applications of diffusion-weighted imaging in cancer detection, staging, and treatment follow-up
  publication-title: Radiographics
– volume: 31
  start-page: 715
  year: 2018
  end-page: 723
  ident: bb0160
  article-title: Comparison of methods for estimation of the intravoxel incoherent motion (IVIM) diffusion coefficient (D) and perfusion fraction (f)
  publication-title: Magn Reson Mater Phys Biol Med
– volume: 42
  start-page: 362
  year: 2015
  end-page: 370
  ident: bb0075
  article-title: Intravoxel incoherent motion diffusion-weighted MR imaging of breast cancer at 3.0 tesla: comparison of different curve-fitting methods
  publication-title: J Magn Reson Imaging
– volume: 161
  start-page: 401
  year: 1986
  end-page: 407
  ident: bb0065
  article-title: MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders
  publication-title: Radiology
– volume: 20
  start-page: 1
  year: 2018
  end-page: 7
  ident: bb0230
  article-title: Can diffusion-weighted imaging predict tumor grade and expression of Ki-67 in breast cancer? A multicenter analysis
  publication-title: Breast Cancer Res
– volume: 273
  start-page: 365
  year: 2014
  end-page: 372
  ident: bb0045
  article-title: Radiogenomic analysis of breast cancer: luminal B molecular subtype is associated with enhancement dynamics at MR imaging
  publication-title: Radiology
– volume: 84
  start-page: 219
  year: 2013
  end-page: 225
  ident: bb0195
  article-title: Correlation between Ki67 and breast cancer prognosis
  publication-title: Oncology
– volume: 82
  year: 2013
  ident: bb0090
  article-title: Intravoxel incoherent motion (IVIM) in evaluation of breast lesions: comparison with conventional DWI
  publication-title: Eur J Radiol
– volume: 21
  start-page: 321
  year: 2013
  end-page: 336
  ident: bb0050
  article-title: Breast magnetic resonance imaging: diffusion-weighted imaging
  publication-title: Magn Reson Imag C
– volume: 24
  start-page: 2206
  year: 2013
  end-page: 2223
  ident: bb0020
  article-title: Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2013
  publication-title: Ann Oncol
– volume: 22
  start-page: 1736
  year: 2011
  end-page: 1747
  ident: bb0015
  article-title: Strategies for subtypes—dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011
  publication-title: Ann Oncol
– volume: 287
  start-page: 432
  year: 2018
  end-page: 441
  ident: bb0100
  article-title: Intravoxel incoherent motion and quantitative non-Gaussian diffusion MR imaging: evaluation of the diagnostic and prognostic value of several markers of malignant and benign breast lesions
  publication-title: Radiology
– volume: 16
  start-page: 5100
  year: 2018
  end-page: 5112
  ident: bb0175
  article-title: Intravoxel incoherent motion magnetic resonance imaging for breast cancer: a comparison with benign lesions and evaluation of heterogeneity in different tumor regions with prognostic factors and molecular classification
  publication-title: Oncol Lett
– volume: 17
  start-page: 182
  year: 2019
  ident: bb0180
  article-title: The volumetric-tumour histogram-based analysis of intravoxel incoherent motion and non-Gaussian diffusion MRI: association with prognostic factors in HER2-positive breast cancer
  publication-title: J Transl Med
– volume: 7
  start-page: 79357
  year: 2016
  ident: bb0240
  article-title: Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for hepatocellular carcinoma: correlation with histologic grade
  publication-title: Oncotarget
– volume: 80
  start-page: e29
  year: 2011
  end-page: e33
  ident: bb0235
  article-title: Diagnostic performance of apparent diffusion coefficient for predicting histological grade of hepatocellular carcinoma
  publication-title: Eur J Radiol
– volume: 101
  start-page: 736
  year: 2009
  end-page: 750
  ident: bb0035
  article-title: Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer
  publication-title: JNCI
– volume: 24
  start-page: 1575
  year: 2017
  end-page: 1581
  ident: bb0095
  article-title: Differentiation between luminal-A and luminal-B breast cancer using intravoxel incoherent motion and dynamic contrast-enhanced magnetic resonance imaging
  publication-title: Acad Radiol
– volume: 32
  start-page: 2794
  year: 2014
  end-page: 2803
  ident: bb0030
  article-title: Luminal B breast cancer: molecular characterization, clinical management, and future perspectives
  publication-title: J Clin Oncol
– volume: 40
  start-page: 813
  year: 2014
  end-page: 823
  ident: bb0085
  article-title: Intravoxel incoherent motion diffusion-weighted MRI at 3.0 T differentiates malignant breast lesions from benign lesions and breast parenchyma
  publication-title: J Magn Reson Imaging
– volume: 30
  start-page: 615
  year: 2009
  end-page: 620
  ident: bb0215
  article-title: Diffusion-weighted imaging of breast cancer: correlation of the apparent diffusion coefficient value with prognostic factors
  publication-title: J Magn Reson Imaging
– volume: 196
  start-page: 1351
  year: 2011
  end-page: 1361
  ident: bb0060
  article-title: Intravoxel incoherent motion in body diffusion-weighted MRI: reality and challenges
  publication-title: Ajr Am
– volume: 138
  start-page: 241
  year: 2014
  end-page: 256
  ident: bb0155
  article-title: Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update
  publication-title: Arch Pathol Lab Med
– volume: 12
  year: 2017
  ident: bb0120
  article-title: Rim sign and histogram analysis of apparent diffusion coefficient values on diffusion-weighted MRI in triple-negative breast cancer: comparison with ER-positive subtype
  publication-title: PLoS One
– volume: 85
  year: 2012
  ident: bb0205
  article-title: Correlation of the apparent diffusion coefficiency values on diffusion-weighted imaging with prognostic factors for breast cancer
  publication-title: Br J Radiol
– volume: 89
  start-page: 20160140
  year: 2016
  ident: bb0125
  article-title: Intravoxel incoherent motion diffusion-weighted MR imaging of breast cancer: association with histopathological features and subtypes
  publication-title: Br J Radiol
– year: 2020
  ident: bb0140
  article-title: Perfusion-driven intravoxel incoherent motion (IVIM) MRI in oncology: applications, challenges, and future trends
  publication-title: Magn Reson Med Sci
– volume: 73
  start-page: 473
  year: 2018
  end-page: 478
  ident: bb0210
  article-title: Utility of apparent diffusion coefficient as an imaging biomarker for assessing the proliferative potential of invasive ductal breast cancer
  publication-title: Clin Radiol
– volume: 441
  start-page: 328
  year: 2002
  end-page: 334
  ident: bb0150
  article-title: Quality assurance for detection of estrogen and progesterone receptors by immunohistochemistry in Austrian pathology laboratories
  publication-title: Virchows Arch
– volume: 45
  start-page: 1394
  year: 2017
  end-page: 1406
  ident: bb0220
  article-title: Intravoxel incoherent motion (IVIM)-derived parameters in diffusion-weighted MRI: associations with prognostic factors in invasive ductal carcinoma
  publication-title: J Magn Reson Imaging
– volume: 22
  start-page: 1724
  year: 2012
  end-page: 1734
  ident: bb0115
  article-title: Triple-negative invasive breast cancer on dynamic contrast-enhanced and diffusion-weighted MR imaging: comparison with other breast cancer subtypes
  publication-title: Eur Radiol
– volume: 459
  start-page: 377
  year: 2011
  ident: bb0190
  article-title: Angiogenesis in triple-negative adenoid cystic carcinomas of the breast
  publication-title: Virchows Arch
– volume: 9
  start-page: 8675
  year: 2018
  ident: bb0225
  article-title: Associations between apparent diffusion coefficient (ADC) and KI 67 in different tumors: a meta-analysis. Part 2: ADCmin
  publication-title: Oncotarget
– volume: 46
  start-page: 740
  year: 2017
  end-page: 750
  ident: bb0130
  article-title: Multiparametric diffusion-weighted imaging in breast lesions: association with pathologic diagnosis and prognostic factors
  publication-title: J Magn Reson Imaging
– volume: 274
  start-page: 66
  year: 2015
  end-page: 73
  ident: bb0200
  article-title: Luminal-type breast cancer: correlation of apparent diffusion coefficients with the Ki-67 labeling index
  publication-title: Radiology
– volume: 45
  start-page: 337
  year: 2017
  end-page: 355
  ident: bb0080
  article-title: Diffusion-weighted breast MRI: clinical applications and emerging techniques
  publication-title: J Magn Reson Imaging
– volume: 26
  start-page: 2547
  year: 2016
  end-page: 2558
  ident: bb0165
  article-title: Evaluation of breast cancer using intravoxel incoherent motion (IVIM) histogram analysis: comparison with malignant status, histological subtype, and molecular prognostic factors
  publication-title: Eur Radiol
– volume: 168
  start-page: 497
  year: 1988
  end-page: 505
  ident: bb0070
  article-title: Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging
  publication-title: Radiology
– volume: 65
  start-page: 1437
  year: 2011
  end-page: 1447
  ident: bb0135
  article-title: Intravoxel incoherent motion imaging of tumor microenvironment in locally advanced breast cancer
  publication-title: Magn Reson Med
– volume: 48
  start-page: 226
  year: 2018
  end-page: 236
  ident: bb0110
  article-title: Diffusion-weighted MRI characteristics associated with prognostic pathological factors and recurrence risk in invasive ER+/HER2–breast cancers
  publication-title: J Magn Reson Imaging
– volume: 101
  start-page: 736
  issue: 10
  year: 2009
  ident: 10.1016/j.mri.2021.02.005_bb0035
  article-title: Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer
  publication-title: JNCI
  doi: 10.1093/jnci/djp082
– volume: 274
  start-page: 66
  issue: 1
  year: 2015
  ident: 10.1016/j.mri.2021.02.005_bb0200
  article-title: Luminal-type breast cancer: correlation of apparent diffusion coefficients with the Ki-67 labeling index
  publication-title: Radiology
  doi: 10.1148/radiol.14140283
– volume: 94
  start-page: 1069
  issue: 11
  year: 2013
  ident: 10.1016/j.mri.2021.02.005_bb0040
  article-title: Correlation between imaging and molecular classification of breast cancers
  publication-title: Diagn Interv Imag
  doi: 10.1016/j.diii.2013.04.010
– volume: 9
  start-page: 8675
  issue: 9
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0225
  article-title: Associations between apparent diffusion coefficient (ADC) and KI 67 in different tumors: a meta-analysis. Part 2: ADCmin
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.24006
– volume: 18
  start-page: 161
  issue: 3
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0185
  article-title: MR imaging of triple-negative breast cancer
  publication-title: Breast Cancer
  doi: 10.1007/s12282-010-0236-3
– volume: 459
  start-page: 377
  issue: 4
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0190
  article-title: Angiogenesis in triple-negative adenoid cystic carcinomas of the breast
  publication-title: Virchows Arch
  doi: 10.1007/s00428-011-1144-4
– volume: 22
  start-page: 1724
  issue: 8
  year: 2012
  ident: 10.1016/j.mri.2021.02.005_bb0115
  article-title: Triple-negative invasive breast cancer on dynamic contrast-enhanced and diffusion-weighted MR imaging: comparison with other breast cancer subtypes
  publication-title: Eur Radiol
  doi: 10.1007/s00330-012-2425-2
– volume: 21
  start-page: 321
  issue: 2
  year: 2013
  ident: 10.1016/j.mri.2021.02.005_bb0050
  article-title: Breast magnetic resonance imaging: diffusion-weighted imaging
  publication-title: Magn Reson Imag C
  doi: 10.1016/j.mric.2013.01.002
– volume: 441
  start-page: 328
  issue: 4
  year: 2002
  ident: 10.1016/j.mri.2021.02.005_bb0150
  article-title: Quality assurance for detection of estrogen and progesterone receptors by immunohistochemistry in Austrian pathology laboratories
  publication-title: Virchows Arch
  doi: 10.1007/s00428-002-0646-5
– volume: 31
  start-page: 1773
  issue: 6
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0055
  article-title: Principles and applications of diffusion-weighted imaging in cancer detection, staging, and treatment follow-up
  publication-title: Radiographics
  doi: 10.1148/rg.316115515
– volume: 347
  start-page: 1999
  issue: 25
  year: 2002
  ident: 10.1016/j.mri.2021.02.005_bb0010
  article-title: A gene-expression signature as a predictor of survival in breast cancer
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa021967
– volume: 65
  start-page: 1437
  issue: 5
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0135
  article-title: Intravoxel incoherent motion imaging of tumor microenvironment in locally advanced breast cancer
  publication-title: Magn Reson Med
  doi: 10.1002/mrm.22740
– volume: 45
  start-page: 337
  issue: 2
  year: 2017
  ident: 10.1016/j.mri.2021.02.005_bb0080
  article-title: Diffusion-weighted breast MRI: clinical applications and emerging techniques
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.25479
– volume: 100
  start-page: 8418
  issue: 14
  year: 2003
  ident: 10.1016/j.mri.2021.02.005_bb0005
  article-title: Repeated observation of breast tumor subtypes in independent gene expression data sets
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.0932692100
– volume: 82
  issue: 12
  year: 2013
  ident: 10.1016/j.mri.2021.02.005_bb0090
  article-title: Intravoxel incoherent motion (IVIM) in evaluation of breast lesions: comparison with conventional DWI
  publication-title: Eur J Radiol
  doi: 10.1016/j.ejrad.2013.08.006
– volume: 42
  start-page: 362
  issue: 2
  year: 2015
  ident: 10.1016/j.mri.2021.02.005_bb0075
  article-title: Intravoxel incoherent motion diffusion-weighted MR imaging of breast cancer at 3.0 tesla: comparison of different curve-fitting methods
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.24799
– year: 2020
  ident: 10.1016/j.mri.2021.02.005_bb0140
  article-title: Perfusion-driven intravoxel incoherent motion (IVIM) MRI in oncology: applications, challenges, and future trends
  publication-title: Magn Reson Med Sci
– volume: 45
  start-page: 1394
  issue: 5
  year: 2017
  ident: 10.1016/j.mri.2021.02.005_bb0220
  article-title: Intravoxel incoherent motion (IVIM)-derived parameters in diffusion-weighted MRI: associations with prognostic factors in invasive ductal carcinoma
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.25514
– volume: 89
  start-page: 20160140
  issue: 1063
  year: 2016
  ident: 10.1016/j.mri.2021.02.005_bb0125
  article-title: Intravoxel incoherent motion diffusion-weighted MR imaging of breast cancer: association with histopathological features and subtypes
  publication-title: Br J Radiol
  doi: 10.1259/bjr.20160140
– volume: 16
  start-page: 5100
  issue: 4
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0175
  article-title: Intravoxel incoherent motion magnetic resonance imaging for breast cancer: a comparison with benign lesions and evaluation of heterogeneity in different tumor regions with prognostic factors and molecular classification
  publication-title: Oncol Lett
– volume: 50
  start-page: 205
  issue: 4
  year: 2015
  ident: 10.1016/j.mri.2021.02.005_bb0170
  article-title: Quantitative non-Gaussian diffusion and intravoxel incoherent motion magnetic resonance imaging: differentiation of malignant and benign breast lesions
  publication-title: Invest Radiol
  doi: 10.1097/RLI.0000000000000094
– volume: 287
  start-page: 432
  issue: 2
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0100
  article-title: Intravoxel incoherent motion and quantitative non-Gaussian diffusion MR imaging: evaluation of the diagnostic and prognostic value of several markers of malignant and benign breast lesions
  publication-title: Radiology
  doi: 10.1148/radiol.2017162853
– volume: 46
  start-page: 740
  issue: 3
  year: 2017
  ident: 10.1016/j.mri.2021.02.005_bb0130
  article-title: Multiparametric diffusion-weighted imaging in breast lesions: association with pathologic diagnosis and prognostic factors
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.25612
– volume: 31
  start-page: 715
  issue: 6
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0160
  article-title: Comparison of methods for estimation of the intravoxel incoherent motion (IVIM) diffusion coefficient (D) and perfusion fraction (f)
  publication-title: Magn Reson Mater Phys Biol Med
  doi: 10.1007/s10334-018-0697-5
– volume: 29
  start-page: 1425
  issue: 3
  year: 2019
  ident: 10.1016/j.mri.2021.02.005_bb0105
  article-title: Added value of mean and entropy of apparent diffusion coefficient values for evaluating histologic phenotypes of invasive ductal breast cancer with MR imaging
  publication-title: Eur Radiol
  doi: 10.1007/s00330-018-5667-9
– volume: 32
  start-page: 2794
  issue: 25
  year: 2014
  ident: 10.1016/j.mri.2021.02.005_bb0030
  article-title: Luminal B breast cancer: molecular characterization, clinical management, and future perspectives
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.2013.54.1870
– volume: 168
  start-page: 497
  issue: 2
  year: 1988
  ident: 10.1016/j.mri.2021.02.005_bb0070
  article-title: Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging
  publication-title: Radiology
  doi: 10.1148/radiology.168.2.3393671
– volume: 22
  start-page: 1736
  issue: 8
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0015
  article-title: Strategies for subtypes—dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdr304
– volume: 196
  start-page: 1351
  issue: 6
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0060
  article-title: Intravoxel incoherent motion in body diffusion-weighted MRI: reality and challenges
  publication-title: Ajr Am
  doi: 10.2214/AJR.10.5515
– volume: 138
  start-page: 241
  issue: 2
  year: 2014
  ident: 10.1016/j.mri.2021.02.005_bb0155
  article-title: Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update
  publication-title: Arch Pathol Lab Med
  doi: 10.5858/arpa.2013-0953-SA
– volume: 48
  start-page: 226
  issue: 1
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0110
  article-title: Diffusion-weighted MRI characteristics associated with prognostic pathological factors and recurrence risk in invasive ER+/HER2–breast cancers
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.25909
– volume: 24
  start-page: 2206
  issue: 9
  year: 2013
  ident: 10.1016/j.mri.2021.02.005_bb0020
  article-title: Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2013
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdt303
– volume: 7
  start-page: 79357
  issue: 48
  year: 2016
  ident: 10.1016/j.mri.2021.02.005_bb0240
  article-title: Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for hepatocellular carcinoma: correlation with histologic grade
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.12689
– volume: 52
  start-page: 70
  issue: 1
  year: 2020
  ident: 10.1016/j.mri.2021.02.005_bb0145
  article-title: Diffusion MRI of the breast: current status and future directions
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.26908
– volume: 17
  start-page: 182
  issue: 1
  year: 2019
  ident: 10.1016/j.mri.2021.02.005_bb0180
  article-title: The volumetric-tumour histogram-based analysis of intravoxel incoherent motion and non-Gaussian diffusion MRI: association with prognostic factors in HER2-positive breast cancer
  publication-title: J Transl Med
  doi: 10.1186/s12967-019-1911-6
– volume: 28
  start-page: 1684
  issue: 10
  year: 2010
  ident: 10.1016/j.mri.2021.02.005_bb0025
  article-title: Breast cancer subtypes and the risk of local and regional relapse
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.2009.24.9284
– volume: 161
  start-page: 401
  issue: 2
  year: 1986
  ident: 10.1016/j.mri.2021.02.005_bb0065
  article-title: MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders
  publication-title: Radiology
  doi: 10.1148/radiology.161.2.3763909
– volume: 85
  issue: 1016
  year: 2012
  ident: 10.1016/j.mri.2021.02.005_bb0205
  article-title: Correlation of the apparent diffusion coefficiency values on diffusion-weighted imaging with prognostic factors for breast cancer
  publication-title: Br J Radiol
  doi: 10.1259/bjr/79381464
– volume: 30
  start-page: 615
  issue: 3
  year: 2009
  ident: 10.1016/j.mri.2021.02.005_bb0215
  article-title: Diffusion-weighted imaging of breast cancer: correlation of the apparent diffusion coefficient value with prognostic factors
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.21884
– volume: 12
  issue: 5
  year: 2017
  ident: 10.1016/j.mri.2021.02.005_bb0120
  article-title: Rim sign and histogram analysis of apparent diffusion coefficient values on diffusion-weighted MRI in triple-negative breast cancer: comparison with ER-positive subtype
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0177903
– volume: 20
  start-page: 1
  issue: 1
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0230
  article-title: Can diffusion-weighted imaging predict tumor grade and expression of Ki-67 in breast cancer? A multicenter analysis
  publication-title: Breast Cancer Res
  doi: 10.1186/s13058-018-0991-1
– volume: 273
  start-page: 365
  issue: 2
  year: 2014
  ident: 10.1016/j.mri.2021.02.005_bb0045
  article-title: Radiogenomic analysis of breast cancer: luminal B molecular subtype is associated with enhancement dynamics at MR imaging
  publication-title: Radiology
  doi: 10.1148/radiol.14132641
– volume: 84
  start-page: 219
  issue: 4
  year: 2013
  ident: 10.1016/j.mri.2021.02.005_bb0195
  article-title: Correlation between Ki67 and breast cancer prognosis
  publication-title: Oncology
  doi: 10.1159/000346475
– volume: 40
  start-page: 813
  issue: 4
  year: 2014
  ident: 10.1016/j.mri.2021.02.005_bb0085
  article-title: Intravoxel incoherent motion diffusion-weighted MRI at 3.0 T differentiates malignant breast lesions from benign lesions and breast parenchyma
  publication-title: J Magn Reson Imaging
  doi: 10.1002/jmri.24462
– volume: 24
  start-page: 1575
  issue: 12
  year: 2017
  ident: 10.1016/j.mri.2021.02.005_bb0095
  article-title: Differentiation between luminal-A and luminal-B breast cancer using intravoxel incoherent motion and dynamic contrast-enhanced magnetic resonance imaging
  publication-title: Acad Radiol
  doi: 10.1016/j.acra.2017.06.016
– volume: 80
  start-page: e29
  issue: 2
  year: 2011
  ident: 10.1016/j.mri.2021.02.005_bb0235
  article-title: Diagnostic performance of apparent diffusion coefficient for predicting histological grade of hepatocellular carcinoma
  publication-title: Eur J Radiol
  doi: 10.1016/j.ejrad.2010.06.019
– volume: 26
  start-page: 2547
  issue: 8
  year: 2016
  ident: 10.1016/j.mri.2021.02.005_bb0165
  article-title: Evaluation of breast cancer using intravoxel incoherent motion (IVIM) histogram analysis: comparison with malignant status, histological subtype, and molecular prognostic factors
  publication-title: Eur Radiol
  doi: 10.1007/s00330-015-4087-3
– volume: 73
  start-page: 473
  issue: 5
  year: 2018
  ident: 10.1016/j.mri.2021.02.005_bb0210
  article-title: Utility of apparent diffusion coefficient as an imaging biomarker for assessing the proliferative potential of invasive ductal breast cancer
  publication-title: Clin Radiol
  doi: 10.1016/j.crad.2017.11.019
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Snippet The purpose of this paper is to investigate whether the IVIM parameters (D, D *, f) helps to determine the molecular subtypes and histological grades of breast...
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SubjectTerms Adult
Aged
Biopsy
Breast cancer
Breast Neoplasms - diagnostic imaging
Breast Neoplasms - pathology
Female
Histologic grade
Humans
Intravoxel incoherent motion
Magnetic Resonance Imaging
Middle Aged
Molecular subtype
Movement
Neoplasm Grading
Title Intravoxel incoherent motion magnetic resonance imaging for breast cancer: A comparison with molecular subtypes and histological grades
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0730725X21000175
https://dx.doi.org/10.1016/j.mri.2021.02.005
https://www.ncbi.nlm.nih.gov/pubmed/33556485
https://www.proquest.com/docview/2487745991
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