68Ga-DOTATOC PET/MR imaging and radiomic parameters in predicting histopathological prognostic factors in patients with pancreatic neuroendocrine well-differentiated tumours

被引:27
作者
Mapelli, P. [1 ,2 ]
Bezzi, C. [1 ,2 ]
Palumbo, D. [1 ,3 ]
Canevari, C. [2 ]
Ghezzo, S. [1 ,2 ]
Gajate, A. M. Samanes [2 ]
Catalfamo, B. [4 ]
Messina, A. [1 ,3 ]
Presotto, L. [2 ]
Guarnaccia, A. [1 ]
Bettinardi, V [2 ]
Muffatti, F. [5 ]
Andreasi, V [1 ,5 ]
Lena, M. Schiavo [6 ]
Gianolli, L. [2 ]
Partelli, S. [1 ,5 ]
Falconi, M. [1 ,5 ]
Scifo, P. [2 ]
De Cobelli, F. [1 ,3 ]
Picchio, M. [1 ,2 ]
机构
[1] Univ Vita Salute San Raffaele, Via Olgettina 58, I-20132 Milan, Italy
[2] IRCCS San Raffaele Sci Inst, Nucl Med Dept, Via Olgettina 60, I-20132 Milan, Italy
[3] IRCCS San Raffaele Sci Inst, Dept Radiol, Via Olgettina 60, I-20132 Milan, Italy
[4] Univ Messina, Nucl Med Unit, Dept Biomed & Dent Sci & Morphofunct Imaging, Piazza Pugliatti 1, I-98125 Messina, Italy
[5] IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Pancreat Surg Unit, Via Olgettina 60, I-20132 Milan, Italy
[6] IRCCS San Raffaele Sci Inst, Pathol Dept, Via Olgettina 60, I-20132 Milan, Italy
关键词
Pancreatic neuroendocrine tumours; PET; MRI; Radiomics; Ga-68-DOTA; Predictive value; RECEPTOR RADIONUCLIDE THERAPY; NEOPLASMS; GUIDELINE; TOOL;
D O I
10.1007/s00259-022-05677-0
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
Purpose To explore the role of fully hybrid Ga-68-DOTATOC PET/MR imaging and radiomic parameters in predicting histopathological prognostic factors in patients with pancreatic neuroendocrine tumours (PanNETs) undergoing surgery. Methods One hundred eighty-seven consecutive Ga-68-DOTATOC PET/MRI scans (March 2018-June 2020) performed for gastroenteropancreatic neuroendocrine tumour were retrospectively evaluated; 16/187 patients met the eligibility criteria (Ga-68-DOTATOC PET/MRI for preoperative staging of PanNET and availability of histological data). PET/MR scans were qualitatively and quantitatively interpreted, and the following imaging parameters were derived: PET-derived SUVmax, SUVmean, somatostatin receptor density (SRD), total lesion somatostatin receptor density (TLSRD), and MRI-derived apparent diffusion coefficient (ADC), arterial and late enhancement, necrosis, cystic degeneration, and maximum diameter. Additionally, first-, second-, and higher-order radiomic parameters were extracted from both PET and MRI scans. Correlations with several PanNETs' histopathological prognostic factors were evaluated using Spearman's coefficient, while the area under the curve (AUC) of the receiver operating characteristic (ROC) curve was used to evaluate parameters' predictive performance. Results Primary tumour was detected in all 16 patients (15/16 by Ga-68-DOTATOC PET and 16/16 by MRI). SUVmax and SUVmean resulted good predictors of lymphnodal (LN) involvement (AUC of 0.850 and 0.783, respectively). Second-order radiomic parameters GrayLevelVariance and HighGrayLevelZoneEmphasis extracted from T2 MRI demonstrated significant correlations with LN involvement (adjusted p = 0.009), also showing good predictive performance (AUC = 0.992). Conclusion This study demonstrates the role of the fully hybrid PET/MRI tool for the synergic function of imaging parameters extracted by the two modalities and highlights the potentiality of imaging and radiomic parameters in assessing histopathological features of PanNET aggressiveness.
引用
收藏
页码:2352 / 2363
页数:12
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