A comparative study of the value of amide proton transfer-weighted imaging and diffusion kurtosis imaging in the diagnosis and evaluation of breast cancer

Objectives To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer. Methods One hundred thirt...

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Published inEuropean radiology Vol. 31; no. 3; pp. 1707 - 1717
Main Authors Meng, Nan, Wang, Xuejia, Sun, Jing, Han, Dongming, Bai, Yan, Wei, Wei, Wang, Zhe, Jia, Fei, Wang, Kaiyu, Wang, Meiyun
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2021
Springer Nature B.V
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Abstract Objectives To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer. Methods One hundred thirty-five women underwent breast APTWI and DKI. The magnetization transfer ratio asymmetry (MTRasym (3.5 ppm)), apparent kurtosis coefficient ( K app ), and non-Gaussian diffusion coefficient ( D app ) were calculated according to the histological subtype, grade, and prognostic factors (Ki-67, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor-2 (HER-2), lymph node metastasis, and maximum lesion diameter). The differences, efficacy, and correlation between the parameters were determined. Results The K app value was higher and the D app and MTRasym (3.5 ppm) values were lower in the malignant group than in the benign group (all p < 0.001; AUC ( K app ) = 0.913, AUC ( D app ) = 0.910, and AUC (MTRasym (3.5 ppm)) = 0.796). The differences in the AUC between K app and MTRasym (3.5 ppm) and between D app and MTRasym (3.5 ppm) were significant ( p = 0.023, 0.046). K app was moderately correlated with the pathological grade (| r | = 0.724) and mildly correlated with Ki-67 and HER-2 expression (| r | = 0.454, 0.333). D app was moderately correlated with the pathological grade (| r | = 0.648) and mildly correlated with Ki-67 expression (| r | = 0.400). MTRasym (3.5 ppm) was only mildly correlated with the pathological grade (| r | = 0.468). Conclusion DKI is superior to APTWI in differentiating between benign and malignant breast lesions. Each parameter is correlated with some prognostic factors to a certain extent. Key Points • DKI and APTWI provide valuable information regarding lesion characterization. • K app , D app , and MTRasym (3.5 ppm) are valid parameters for the characterization of tissue microstructure. • DKI is superior to APTWI in the study of breast cancer.
AbstractList To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer. One hundred thirty-five women underwent breast APTWI and DKI. The magnetization transfer ratio asymmetry (MTRasym (3.5 ppm)), apparent kurtosis coefficient (K ), and non-Gaussian diffusion coefficient (D ) were calculated according to the histological subtype, grade, and prognostic factors (Ki-67, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor-2 (HER-2), lymph node metastasis, and maximum lesion diameter). The differences, efficacy, and correlation between the parameters were determined. The K value was higher and the D and MTRasym (3.5 ppm) values were lower in the malignant group than in the benign group (all p < 0.001; AUC (K ) = 0.913, AUC (D ) = 0.910, and AUC (MTRasym (3.5 ppm)) = 0.796). The differences in the AUC between K and MTRasym (3.5 ppm) and between D and MTRasym (3.5 ppm) were significant (p = 0.023, 0.046). K was moderately correlated with the pathological grade (|r| = 0.724) and mildly correlated with Ki-67 and HER-2 expression (|r| = 0.454, 0.333). D was moderately correlated with the pathological grade (|r| = 0.648) and mildly correlated with Ki-67 expression (|r| = 0.400). MTRasym (3.5 ppm) was only mildly correlated with the pathological grade (|r| = 0.468). DKI is superior to APTWI in differentiating between benign and malignant breast lesions. Each parameter is correlated with some prognostic factors to a certain extent. • DKI and APTWI provide valuable information regarding lesion characterization. • K , D , and MTRasym (3.5 ppm) are valid parameters for the characterization of tissue microstructure. • DKI is superior to APTWI in the study of breast cancer.
To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer.OBJECTIVESTo compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer.One hundred thirty-five women underwent breast APTWI and DKI. The magnetization transfer ratio asymmetry (MTRasym (3.5 ppm)), apparent kurtosis coefficient (Kapp), and non-Gaussian diffusion coefficient (Dapp) were calculated according to the histological subtype, grade, and prognostic factors (Ki-67, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor-2 (HER-2), lymph node metastasis, and maximum lesion diameter). The differences, efficacy, and correlation between the parameters were determined.METHODSOne hundred thirty-five women underwent breast APTWI and DKI. The magnetization transfer ratio asymmetry (MTRasym (3.5 ppm)), apparent kurtosis coefficient (Kapp), and non-Gaussian diffusion coefficient (Dapp) were calculated according to the histological subtype, grade, and prognostic factors (Ki-67, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor-2 (HER-2), lymph node metastasis, and maximum lesion diameter). The differences, efficacy, and correlation between the parameters were determined.The Kapp value was higher and the Dapp and MTRasym (3.5 ppm) values were lower in the malignant group than in the benign group (all p < 0.001; AUC (Kapp) = 0.913, AUC (Dapp) = 0.910, and AUC (MTRasym (3.5 ppm)) = 0.796). The differences in the AUC between Kapp and MTRasym (3.5 ppm) and between Dapp and MTRasym (3.5 ppm) were significant (p = 0.023, 0.046). Kapp was moderately correlated with the pathological grade (|r| = 0.724) and mildly correlated with Ki-67 and HER-2 expression (|r| = 0.454, 0.333). Dapp was moderately correlated with the pathological grade (|r| = 0.648) and mildly correlated with Ki-67 expression (|r| = 0.400). MTRasym (3.5 ppm) was only mildly correlated with the pathological grade (|r| = 0.468).RESULTSThe Kapp value was higher and the Dapp and MTRasym (3.5 ppm) values were lower in the malignant group than in the benign group (all p < 0.001; AUC (Kapp) = 0.913, AUC (Dapp) = 0.910, and AUC (MTRasym (3.5 ppm)) = 0.796). The differences in the AUC between Kapp and MTRasym (3.5 ppm) and between Dapp and MTRasym (3.5 ppm) were significant (p = 0.023, 0.046). Kapp was moderately correlated with the pathological grade (|r| = 0.724) and mildly correlated with Ki-67 and HER-2 expression (|r| = 0.454, 0.333). Dapp was moderately correlated with the pathological grade (|r| = 0.648) and mildly correlated with Ki-67 expression (|r| = 0.400). MTRasym (3.5 ppm) was only mildly correlated with the pathological grade (|r| = 0.468).DKI is superior to APTWI in differentiating between benign and malignant breast lesions. Each parameter is correlated with some prognostic factors to a certain extent.CONCLUSIONDKI is superior to APTWI in differentiating between benign and malignant breast lesions. Each parameter is correlated with some prognostic factors to a certain extent.• DKI and APTWI provide valuable information regarding lesion characterization. • Kapp, Dapp, and MTRasym (3.5 ppm) are valid parameters for the characterization of tissue microstructure. • DKI is superior to APTWI in the study of breast cancer.KEY POINTS• DKI and APTWI provide valuable information regarding lesion characterization. • Kapp, Dapp, and MTRasym (3.5 ppm) are valid parameters for the characterization of tissue microstructure. • DKI is superior to APTWI in the study of breast cancer.
Objectives To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer. Methods One hundred thirty-five women underwent breast APTWI and DKI. The magnetization transfer ratio asymmetry (MTRasym (3.5 ppm)), apparent kurtosis coefficient ( K app ), and non-Gaussian diffusion coefficient ( D app ) were calculated according to the histological subtype, grade, and prognostic factors (Ki-67, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor-2 (HER-2), lymph node metastasis, and maximum lesion diameter). The differences, efficacy, and correlation between the parameters were determined. Results The K app value was higher and the D app and MTRasym (3.5 ppm) values were lower in the malignant group than in the benign group (all p < 0.001; AUC ( K app ) = 0.913, AUC ( D app ) = 0.910, and AUC (MTRasym (3.5 ppm)) = 0.796). The differences in the AUC between K app and MTRasym (3.5 ppm) and between D app and MTRasym (3.5 ppm) were significant ( p = 0.023, 0.046). K app was moderately correlated with the pathological grade (| r | = 0.724) and mildly correlated with Ki-67 and HER-2 expression (| r | = 0.454, 0.333). D app was moderately correlated with the pathological grade (| r | = 0.648) and mildly correlated with Ki-67 expression (| r | = 0.400). MTRasym (3.5 ppm) was only mildly correlated with the pathological grade (| r | = 0.468). Conclusion DKI is superior to APTWI in differentiating between benign and malignant breast lesions. Each parameter is correlated with some prognostic factors to a certain extent. Key Points • DKI and APTWI provide valuable information regarding lesion characterization. • K app , D app , and MTRasym (3.5 ppm) are valid parameters for the characterization of tissue microstructure. • DKI is superior to APTWI in the study of breast cancer.
ObjectivesTo compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast lesions and analyze the correlations between the derived parameters and prognostic factors of breast cancer.MethodsOne hundred thirty-five women underwent breast APTWI and DKI. The magnetization transfer ratio asymmetry (MTRasym (3.5 ppm)), apparent kurtosis coefficient (Kapp), and non-Gaussian diffusion coefficient (Dapp) were calculated according to the histological subtype, grade, and prognostic factors (Ki-67, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor-2 (HER-2), lymph node metastasis, and maximum lesion diameter). The differences, efficacy, and correlation between the parameters were determined.ResultsThe Kapp value was higher and the Dapp and MTRasym (3.5 ppm) values were lower in the malignant group than in the benign group (all p < 0.001; AUC (Kapp) = 0.913, AUC (Dapp) = 0.910, and AUC (MTRasym (3.5 ppm)) = 0.796). The differences in the AUC between Kapp and MTRasym (3.5 ppm) and between Dapp and MTRasym (3.5 ppm) were significant (p = 0.023, 0.046). Kapp was moderately correlated with the pathological grade (|r| = 0.724) and mildly correlated with Ki-67 and HER-2 expression (|r| = 0.454, 0.333). Dapp was moderately correlated with the pathological grade (|r| = 0.648) and mildly correlated with Ki-67 expression (|r| = 0.400). MTRasym (3.5 ppm) was only mildly correlated with the pathological grade (|r| = 0.468).ConclusionDKI is superior to APTWI in differentiating between benign and malignant breast lesions. Each parameter is correlated with some prognostic factors to a certain extent.Key Points• DKI and APTWI provide valuable information regarding lesion characterization.• Kapp, Dapp, and MTRasym (3.5 ppm) are valid parameters for the characterization of tissue microstructure.• DKI is superior to APTWI in the study of breast cancer.
Author Han, Dongming
Wang, Zhe
Wang, Kaiyu
Jia, Fei
Wang, Xuejia
Wang, Meiyun
Wei, Wei
Sun, Jing
Bai, Yan
Meng, Nan
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  givenname: Nan
  surname: Meng
  fullname: Meng, Nan
  organization: Department of Radiology, Zhengzhou University People’s Hospital & Henan Provincial People’s Hospital, Academy of Medical Sciences, Zhengzhou University
– sequence: 2
  givenname: Xuejia
  surname: Wang
  fullname: Wang, Xuejia
  organization: Department of MR, the First Affiliated Hospital, Xinxiang Medical University
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  surname: Sun
  fullname: Sun, Jing
  organization: Department of Pediatrics, Zhengzhou Central Hospital, Zhengzhou University
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  givenname: Dongming
  surname: Han
  fullname: Han, Dongming
  organization: Department of MR, the First Affiliated Hospital, Xinxiang Medical University
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  givenname: Yan
  surname: Bai
  fullname: Bai, Yan
  organization: Department of Radiology, Zhengzhou University People’s Hospital & Henan Provincial People’s Hospital, Academy of Medical Sciences, Zhengzhou University
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  surname: Wei
  fullname: Wei, Wei
  organization: Department of Radiology, Zhengzhou University People’s Hospital & Henan Provincial People’s Hospital, Academy of Medical Sciences, Zhengzhou University
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  givenname: Zhe
  surname: Wang
  fullname: Wang, Zhe
  organization: Department of Anesthesiology, the Third Affiliated Hospital, Xinxiang Medical University
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  fullname: Jia, Fei
  organization: Department of MR, the First Affiliated Hospital, Xinxiang Medical University
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  fullname: Wang, Kaiyu
  organization: MR Research China, GE Healthcare
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  orcidid: 0000-0003-4336-1474
  surname: Wang
  fullname: Wang, Meiyun
  email: mywang@ha.edu.cn
  organization: Department of Radiology, Zhengzhou University People’s Hospital & Henan Provincial People’s Hospital, Academy of Medical Sciences, Zhengzhou University
BackLink https://www.ncbi.nlm.nih.gov/pubmed/32888071$$D View this record in MEDLINE/PubMed
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European Society of Radiology 2020.
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IngestDate Tue Aug 05 11:18:26 EDT 2025
Fri Jul 25 18:55:59 EDT 2025
Wed Feb 19 02:27:51 EST 2025
Tue Jul 01 03:08:18 EDT 2025
Thu Apr 24 23:08:23 EDT 2025
Fri Feb 21 02:49:12 EST 2025
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Issue 3
Keywords APT
Diffusion magnetic resonance imaging
Breast neoplasms
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Snippet Objectives To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant...
To compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant breast...
ObjectivesTo compare the value of amide proton transfer-weighted imaging (APTWI) and diffusion kurtosis imaging (DKI) in differentiating benign and malignant...
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SubjectTerms Amides
Breast
Breast cancer
Breast Neoplasms - diagnostic imaging
Comparative studies
Correlation analysis
Diagnostic Radiology
Diffusion
Diffusion coefficient
Diffusion Magnetic Resonance Imaging
Diffusion Tensor Imaging
Epidermal growth factor
ErbB-2 protein
Estrogen receptors
Estrogens
Female
Growth factors
Humans
Imaging
Internal Medicine
Interventional Radiology
Kurtosis
Lesions
Lymph nodes
Mathematical analysis
Medical diagnosis
Medical imaging
Medicine
Medicine & Public Health
Metastases
Neuroradiology
Parameters
Progesterone
Protons
Radiology
Receptors
Reproducibility of Results
Ultrasound
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Title A comparative study of the value of amide proton transfer-weighted imaging and diffusion kurtosis imaging in the diagnosis and evaluation of breast cancer
URI https://link.springer.com/article/10.1007/s00330-020-07169-x
https://www.ncbi.nlm.nih.gov/pubmed/32888071
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Volume 31
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