Intravoxel Incoherent Motion (IVIM) MR Quantification in Locally Advanced Cervical Cancer (LACC): Preliminary Study on Assessment of Tumor Aggressiveness and Response to Neoadjuvant Chemotherapy

被引:14
作者
Dolciami, Miriam [1 ]
Capuani, Silvia [2 ]
Celli, Veronica [1 ]
Maiuro, Alessandra [3 ]
Pernazza, Angelina [1 ]
Palaia, Innocenza [4 ]
Di Donato, Violante [4 ]
Santangelo, Giusi [4 ]
Rizzo, Stefania Maria Rita [5 ,6 ]
Ricci, Paolo [1 ,7 ]
Della Rocca, Carlo [1 ]
Catalano, Carlo [1 ]
Manganaro, Lucia [1 ]
机构
[1] Sapienza Univ Rome, Umberto I Hosp, Dept Radiol Oncol & Pathol Sci, I-00161 Rome, Italy
[2] Sapienza Univ Rome, Phys Dept, CNR Inst Complex Syst ISC, I-00161 Rome, Italy
[3] Sapienza Univ Rome, Phys Dept, I-00161 Rome, Italy
[4] Sapienza Univ Rome, Umberto I Hosp, Dept Maternal & Child Hlth & Urol Sci, I-00161 Rome, Italy
[5] Ente Osped Cantonale EOC, Ist Imaging Svizzera Italiana IIMSI, CH-6900 Lugano, Switzerland
[6] Univ Svizzera Italiana, Fac Sci Biomed, CH-6900 Lugano, Switzerland
[7] Sapienza Univ Rome, Umberto I Hosp, Dept Radiol Oncol & Pathol Sci, Unit Emergency Radiol, I-00161 Rome, Italy
关键词
locally advanced cervical cancer; diffusion MRI; intravoxel incoherent motion; tumor-infiltrating lymphocytes; INFILTRATING LYMPHOCYTES; SOLID TUMORS; DIFFUSION; PERFUSION; SEPARATION;
D O I
10.3390/jpm12040638
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The aim of this study was to determine whether quantitative parameters obtained from intravoxel incoherent motion (IVIM) model at baseline magnetic resonance imaging (MRI) correlate with histological parameters and response to neoadjuvant chemotherapy in patients with locally advanced cervical cancer (LACC). Methods: Twenty patients with biopsy-proven cervical cancer, staged as LACC on baseline MRI and addressed for neoadjuvant chemotherapy were enrolled. At treatment completion, tumor response was assessed with a follow-up MRI evaluated using the revised response evaluation criteria in solid tumors (RECIST; version 1.1), and patients were considered good responders (GR) if they had complete response or partial remission, and poor responders/non-responders (PR/NR) if they had stable or progressive disease. MRI protocol included conventional diffusion-weighted imaging (DWI; b = 0 and 1000 s/mm(2)) and IVIM acquisition using eight b-values (range: 0-1500 s/mm(2)). MR-images were analyzed using a dedicated software to obtain quantitative parameters: diffusion (D), pseudo-diffusion (D*), and perfusion fraction (fp) from the IVIM model; apparent diffusion coefficient (ADC) from conventional DWI. Histologic subtype, grading, and tumor-infiltrating lymphocytes (TILs) were assessed in each LACC. Results: D showed significantly higher values in GR patients (p = 0.001) and in moderate/high TILs (p = 0.018). Fp showed significantly higher values in squamous cell tumors (p = 0.006). Conclusions: D extracted from the IVIM model could represent a promising tool to identify tumor aggressiveness and predict response to therapy.
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页数:12
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