Glucose chemical exchange saturation transfer MRI for predicting the histological grade of rectal cancer: a comparative study with amide proton transfer-weighted and diffusion-weighted imaging

被引:1
作者
Meng, Nan [1 ,2 ,3 ,4 ]
Huang, Zhun [1 ,2 ,3 ]
Jiang, Han [5 ]
Dai, Bo [1 ,2 ,3 ]
Shen, Lei [1 ,2 ,3 ]
Liu, Xue [1 ,2 ,3 ]
Wu, Yaping [1 ,2 ,3 ]
Yu, Xuan [1 ,2 ,3 ]
Fu, Fangfang [1 ,2 ,3 ]
Li, Zheng [1 ,2 ,3 ]
Shen, Zhiwei [6 ]
Jiang, Baiyan [6 ]
Wang, Meiyun [1 ,2 ,3 ,4 ]
机构
[1] Henan Prov Peoples Hosp, Dept Radiol, Zhengzhou, Peoples R China
[2] Zhengzhou Univ Peoples Hosp, Zhengzhou, Peoples R China
[3] Henan Acad Sci, Inst Integrated Med Sci & Engn, Lab Brain Sci & Brain Like Intelligence Technol, Zhengzhou, Peoples R China
[4] Henan Acad Sci, Biomed Res Inst, Zhengzhou, Peoples R China
[5] Xinxiang Med Univ, Dept Radiol, Henan Prov Peoples Hosp, Zhengzhou, Peoples R China
[6] Philips Healthcare, Beijing, Peoples R China
来源
INSIGHTS INTO IMAGING | 2024年 / 15卷 / 01期
基金
中国国家自然科学基金;
关键词
Rectal neoplasms; Neoplasm grading; Glucose; Magnetization transfer contrast imaging; Diffusion magnetic resonance imaging; ENHANCED DGE MRI; IN-VIVO; METABOLISM; CONTRAST; VOLUME;
D O I
10.1186/s13244-024-01828-z
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background To evaluate the utility of glucose chemical exchange saturation transfer (glucoCEST) MRI with non-contrast injection in predicting the histological grade of rectal cancer. Methods This prospective analysis included 60 patients with preoperative rectal cancer who underwent pelvic glucoCEST, amide proton transfer-weighted imaging (APTWI), and diffusion-weighted imaging (DWI). In total, 21 low-grade and 39 high-grade cases were confirmed by postoperative pathology. The MTRasym (1.2 ppm), MTRasym (3.5 ppm), and apparent diffusion coefficient (ADC) values of lesions between the low-grade and high-grade groups were compared. The area under the receiver operating characteristic curve (AUC) was generated to evaluate the diagnostic performance of each technique. Logistic regression (LR) analysis was applied to determine independent predictors and for multi-parameter combined diagnosis. Results Elevated MTRasym (1.2 ppm), MTRasym (3.5 ppm) values and lower ADC values were observed in the high-grade group compared with low-grade cases (all p < 0.01). The AUCs of MTRasym (1.2 ppm), MTRasym (3.5 ppm), and ADC for differentiating between low- and high-grade rectal cancer cases were 0.792, 0.839, and 0.855, respectively. The diagnostic performance of the combination of the three indexes was improved (AUC, 0.969; sensitivity, 95.24%; specificity, 87.18%). The good consistency and reliability of the combination of independent predictors were demonstrated by calibration curve analysis and DCA. Conclusion The glucoCEST MRI without contrast injection, APTWI, and DWI all facilitate the assessment of histological grade in rectal cancer, and the combination of the three can effectively discriminate between high- and low-grade rectal cancer, which is expected to be a promising imaging marker. Critical relevance statement The glucose chemical exchange saturation transfer MRI method facilitates the assessment of histological grade in rectal cancer and offers additional information to improve the diagnostic performance of amide proton transfer-weighted imaging, and diffusion-weighted imaging. Key Points Glucose chemical exchange saturation transfer imaging could differentiate histological grade. Amide proton transfer-weighted and diffusion-weighted were associated with histological grade. The combination of different parameters showed the best diagnostic performance.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Non-invasive Differentiation of Endometrial Adenocarcinoma from Benign Lesions in the Uterus by Utilization of Amide Proton Transfer-Weighted MRI
    Li, Yuan
    Lin, Cheng-Yu
    Qi, Ya-Fei
    Wang, Xiao-Qi
    Chen, Bo
    Zhou, Hai-Long
    Ren, Jing
    Yang, Jun-Jun
    Xiang, Yang
    He, Yong-Lan
    Xue, Hua-Dan
    Jin, Zheng-Yu
    MOLECULAR IMAGING AND BIOLOGY, 2021, 23 (03) : 446 - 455
  • [42] Comparative Study of Amide Proton Transfer Imaging and Intravoxel Incoherent Motion Imaging for Predicting Histologic Grade of Hepatocellular Carcinoma
    Wu, Baolin
    Jia, Fei
    Li, Xuekun
    Li, Lei
    Wang, Kaiyu
    Han, Dongming
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [43] Amide proton transfer and chemical exchange saturation transfer MRI differentiates between growing and non-growing intracranial meningiomas: a pilot study
    Koike, H.
    Morikawa, M.
    Ideguchi, R.
    Uetani, M.
    Hiu, T.
    Matsuo, T.
    CLINICAL RADIOLOGY, 2022, 77 (04) : E295 - E301
  • [44] 3-Tesla amide proton transfer-weighted imaging (APT-WI): elevated signal also in tumor mimics
    Hamon, Guillaume
    Lecler, Augustin
    Ferre, Jean-Christophe
    Bourdillon, Pierre
    Duron, Loic
    Savatovsky, Julien
    EUROPEAN RADIOLOGY, 2024, : 3558 - 3567
  • [45] Histogram analysis of amide proton transfer-weighted imaging: comparison of glioblastoma and solitary brain metastasis in enhancing tumors and peritumoral regions
    Kamimura, Kiyohisa
    Nakajo, Masanori
    Yoneyama, Tomohide
    Fukukura, Yoshihiko
    Hirano, Hirofumi
    Goto, Yuko
    Sasaki, Masashi
    Akamine, Yuta
    Keupp, Jochen
    Yoshiura, Takashi
    EUROPEAN RADIOLOGY, 2019, 29 (08) : 4133 - 4140
  • [46] Predicting perineural invasion using histogram analysis of zoomed EPI diffusion-weighted imaging in rectal cancer
    Wan, Lijuan
    Peng, Wenjing
    Zou, Shuangmei
    Shi, Qinglei
    Wu, Peihua
    Zhao, Qing
    Ye, Feng
    Zhao, Xinming
    Zhang, Hongmei
    ABDOMINAL RADIOLOGY, 2022, 47 (10) : 3353 - 3363
  • [47] Predicting perineural invasion using histogram analysis of zoomed EPI diffusion-weighted imaging in rectal cancer
    Lijuan Wan
    Wenjing Peng
    Shuangmei Zou
    Qinglei Shi
    Peihua Wu
    Qing Zhao
    Feng Ye
    Xinming Zhao
    Hongmei Zhang
    Abdominal Radiology, 2022, 47 : 3353 - 3363
  • [48] Grading of Glioma: combined diagnostic value of amide proton transfer weighted, arterial spin labeling and diffusion weighted magnetic resonance imaging
    Kang, Xiao-wei
    Xi, Yi-bin
    Liu, Ting-ting
    Wang, Ning
    Zhu, Yuan-qiang
    Wang, Xing-rui
    Guo, Fan
    BMC MEDICAL IMAGING, 2020, 20 (01)
  • [49] B1 Power Optimization for Chemical Exchange Saturation Transfer Imaging: A Phantom Study Using Egg White for Amide Proton Transfer Imaging Applications in the Human Brain
    Kanazawa, Yuki
    Fushimi, Yasutaka
    Sakashita, Naotaka
    Okada, Tomohisa
    Arakawa, Yoshiki
    Miyazaki, Mitsue
    MAGNETIC RESONANCE IN MEDICAL SCIENCES, 2018, 17 (01) : 86 - 94
  • [50] Chemical Exchange Saturation Transfer for Lactate-Weighted Imaging at 3 T MRI: Comprehensive In Silico, In Vitro, In Situ, and In Vivo Evaluations
    Radke, Karl Ludger
    Abrar, Daniel B.
    Frenken, Miriam
    Wilms, Lena Marie
    Kamp, Benedikt
    Boschheidgen, Matthias
    Liebig, Patrick
    Ljimani, Alexandra
    Filler, Timm Joachim
    Antoch, Gerald
    Nebelung, Sven
    Wittsack, Hans-Joerg
    Mueller-Lutz, Anja
    TOMOGRAPHY, 2022, 8 (03) : 1277 - 1292