Pasini Siria, Ringgaard Steffen, Vendelboe Tau, Garcia-Ruiz Leyre, Strittmatter Anika, Villa Giulia, Raj Anish, Echeverria-Chasco Rebeca, Bozzetto Michela, Brambilla Paolo, Aastrup Malene, Hansen Esben S S, Pierotti Luisa, Renzulli Matteo, Francis Susan T, Zoellner Frank G, Laustsen Christoffer, Fernandez-Seara Maria A, Caroli Anna
Bioengineering Department, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Camozzi 3, 24020, Ranica, BG, Italy.
The MR Research Centre, Aarhus University, Aarhus, Denmark.
MAGMA. 2025 May 9. doi: 10.1007/s10334-025-01256-0.
To validate multi-site and multi-vendor ADC measurements using the QIBA/NIST diffusion MRI phantom at room temperature.
ADC measurements were performed on 12 scanners (evenly split between 1.5 and 3 T) from three vendors at five sites and compared with reference values at room temperature. We adopted Pearson's correlation (r) and accuracy error for comparison with reference values; within scanner coefficient of variation (CV%) for intra-session repeatability and inter-scanner for agreement (CV%); Bland-Altman plots and precision error for short-term reproducibility; generalized linear mixed models and post-hoc tests ( =0.05) to compare accuracy, repeatability and precision across field strengths, vendors, and scanners.
Temperature adjusted ADCs were well correlated with NIST reference values (r 0.997 for 1.5 T, r 0.996 for 3 T). Median accuracy error was lower than 5% for all scanners. In the renal physiologic range (ADC > 0.83 10 mm/s), accuracy error was < 10% and CV < 2%. Across all scanners, good short-term reproducibility with limits of agreement < 10% and excellent agreement (median CV < 2%) were found.
Despite using abdominal receive coils and room temperature measurements, all quantitative parameters were within literature findings. High accuracy, repeatability and precision within the renal physiologic range support the feasibility of scanner evaluation using QIBA standardization process for diffusion measurements in renal studies.
在室温下使用QIBA/NIST扩散磁共振成像体模验证多站点和多供应商的表观扩散系数(ADC)测量。
在五个站点对来自三个供应商的12台扫描仪(1.5T和3T各占一半)进行ADC测量,并与室温下的参考值进行比较。我们采用皮尔逊相关性(r)和准确性误差与参考值进行比较;采用扫描器内变异系数(CV%)评估扫描期间的重复性,采用扫描器间变异系数(CV%)评估一致性;采用布兰德-奥特曼图和精密度误差评估短期再现性;采用广义线性混合模型和事后检验(α = 0.05)比较不同场强、供应商和扫描器之间的准确性、重复性和精密度。
温度校正后的ADC与NIST参考值具有良好的相关性(1.5T时r = 0.997,3T时r = 0.996)。所有扫描仪的中位准确性误差均低于5%。在肾脏生理范围内(ADC > 0.83×10⁻³mm²/s),准确性误差<10%,CV<2%。在所有扫描器中,发现短期再现性良好,一致性界限<10%,一致性极佳(中位CV<2%)。
尽管使用了腹部接收线圈并在室温下进行测量,但所有定量参数均在文献报道范围内。在肾脏生理范围内的高精度、高重复性和高精密度支持了在肾脏研究中使用QIBA标准化流程进行扩散测量的扫描仪评估的可行性。