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最大熵方法在评估肝转移患者磷-31磁共振波谱中的应用。

Application of the maximum entropy method for evaluating phosphorus-31-magnetic resonance spectra in patients with liver metastases.

作者信息

Brinkmann G, Melchert U H, Dreher W, Brossmann J, Tressing H, Muhle C, Reuter M, Heller M

机构信息

Department of Diagnostic Radiology, Christian-Albrechts-University of Kiel, Germany.

出版信息

Invest Radiol. 1995 Mar;30(3):150-5. doi: 10.1097/00004424-199503000-00003.

Abstract

RATIONALE AND OBJECTIVES

The clinical feasibility and application of the maximum entropy method for data analysis from in vivo phosphorus-31-magnetic resonance (P-31-MR) spectra of the liver were determined.

METHODS

Image-guided localized P-31-MR spectroscopy was performed in 24 patients with liver metastases and in 20 healthy volunteers. The spectra were obtained with a whole body scanner operating at 1.5 T using a surface coil. Phosphomonoester/beta-adenosine triphosphate (ATP), phosphodiester/beta-ATP, and inorganic phosphate/beta-ATP were calculated from the maximum entropy method-spectra and from spectra evaluated with standard data processing (Fourier transformation spectra).

RESULTS

Phosphomonoester/beta-ATP and phosphodiester/beta-ATP were increased significantly with both methods in patients' spectra. Maximum entropy method spectra showed a distinct pattern with low noise. It was easier to determine peak borders and to attach resonances to the different metabolites using this method.

CONCLUSIONS

Maximum entropy method is an alternative method for evaluation and quantification of P-31-MR spectra data and is preferred to standard data processing with Fourier transformation in cases of reduced signal-to-noise ratio of spectra.

摘要

原理与目的

确定最大熵方法用于分析肝脏活体磷-31磁共振(P-31-MR)波谱数据的临床可行性及应用情况。

方法

对24例肝转移患者和20名健康志愿者进行图像引导下的局部P-31-MR波谱分析。使用表面线圈,在1.5T的全身扫描仪上获取波谱。通过最大熵方法波谱以及采用标准数据处理(傅里叶变换波谱)评估的波谱计算磷酸单酯/β-三磷酸腺苷(ATP)、磷酸二酯/β-ATP和无机磷酸/β-ATP。

结果

两种方法均显示患者波谱中的磷酸单酯/β-ATP和磷酸二酯/β-ATP显著升高。最大熵方法波谱呈现出低噪声的明显特征。使用该方法更容易确定峰边界并将共振与不同代谢物关联。

结论

最大熵方法是评估和量化P-31-MR波谱数据的一种替代方法,在波谱信噪比降低的情况下,优于采用傅里叶变换的标准数据处理方法。

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