Quantification of Prostate Cancer Metabolism Using 3D Multiecho bSSFP and Hyperpolarized [1-13C] Pyruvate: Metabolism Differs Between Tumors of the Same Gleason Grade

被引:12
作者
Chowdhury, Rafat [1 ]
Mueller, Christoph A. [2 ]
Smith, Lorna [1 ]
Gong, Fiona [1 ]
Papoutsaki, Marianthi-Vasiliki [1 ]
Rogers, Harriet [1 ]
Syer, Tom [1 ]
Singh, Saurabh [1 ]
Brembilla, Giorgio [1 ]
Retter, Adam [1 ]
Bullock, Max [1 ]
Caselton, Lucy [1 ]
Mathew, Manju [1 ]
Dineen, Eoin [3 ]
Parry, Thomas [1 ]
Hennig, Juergen [2 ]
von Elverfeldt, Dominik [2 ]
Schmidt, Andreas B. [2 ,4 ,5 ,6 ]
Hovener, Jan-Bernd [6 ]
Emberton, Mark [3 ]
Atkinson, David [1 ]
Bainbridge, Alan [7 ]
Gadian, David G. [1 ,8 ]
Punwani, Shonit [1 ,9 ]
机构
[1] UCL, Ctr Med Imaging, Div Med, London, England
[2] Univ Freiburg, Fac Med, Med Ctr, Dept Radiol,Med Phys, Freiburg, Germany
[3] UCL, Div Surg & Intervent Sci, London, England
[4] German Canc Consortium DKTK, Partner Site Freiburg, Heidelberg, Germany
[5] German Canc Res Ctr, Heidelberg, Germany
[6] Univ Kiel, Univ Med Ctr Schleswig Holstein, MOIN CC, Dept Radiol & Neuroradiol,Sect Biomed Imaging, Kiel, Germany
[7] Univ Coll London Hosp NHS Fdn Trust, Dept Med Phys & Biomed Engn, London, England
[8] UCL Great Ormond St Inst Child Hlth, London, England
[9] Univ Coll London Hosp NHS Fdn Trust, Dept Radiol, London, England
基金
英国医学研究理事会; 欧盟地平线“2020”; 英国生物技术与生命科学研究理事会;
关键词
hyperpolarized [1-C-13] pyruvate; metabolic C-13-MRI; bSSFP; STATE FREE PRECESSION; PROTON; MRI;
D O I
10.1002/jmri.28467
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 Three-dimensional (3D) multiecho balanced steady-state free precession (ME-bSSFP) has previously been demonstrated in preclinical hyperpolarized (HP) C-13-MRI in vivo experiments, and it may be suitable for clinical metabolic imaging of prostate cancer (PCa). Purpose To validate a signal simulation framework for the use of sequence parameter optimization. To demonstrate the feasibility of ME-bSSFP for HP C-13-MRI in patients. To evaluate the metabolism in PCa measured by ME-bSSFP. Study Type Retrospective single-center cohort study. Phantoms/Population Phantoms containing aqueous solutions of [1-C-13] lactate (2.3 M) and [C-13] urea (8 M). Eight patients (mean age 67 +/- 6 years) with biopsy-confirmed Gleason 3 + 4 (n = 7) and 4 + 3 (n = 1) PCa. Field Strength/Sequences H-1 MRI at 3 T with T-2-weighted turbo spin-echo sequence used for spatial localization and spoiled dual gradient-echo sequence used for B-0-field measurement. ME-bSSFP sequence for C-13 MR spectroscopic imaging with retrospective multipoint IDEAL metabolite separation. Assessment The primary endpoint was the analysis of pyruvate-to-lactate conversion in PCa and healthy prostate regions of interest (ROIs) using model-free area under the curve (AUC) ratios and a one-directional kinetic model (k(P)). The secondary objectives were to investigate the correlation between simulated and experimental ME-bSSFP metabolite signals for HP C-13-MRI parameter optimization. Statistical Tests Pearson correlation coefficients with 95% confidence intervals and paired t-tests. The level of statistical significance was set at P < 0.05. Results Strong correlations between simulated and empirical ME-bSSFP signals were found (r > 0.96). Therefore, the simulation framework was used for sequence optimization. Whole prostate metabolic HP C-13-MRI, observing the conversion of pyruvate into lactate, with a temporal resolution of 6 seconds was demonstrated using ME-bSSFP. Both assessed metrics resulted in significant differences between PCa (mean +/- SD) (AUC = 0.33 +/- 012, k(P) = 0.038 +/- 0.014) and healthy (AUC = 0.15 +/- 0.10, k(P) = 0.011 +/- 0.007) ROIs. Data Conclusion Metabolic HP C-13-MRI in the prostate using ME-bSSFP allows for differentiation between aggressive PCa and healthy tissue. Evidence Level 2 Technical Efficacy Stage 1
引用
收藏
页码:1865 / 1875
页数:11
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