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磁共振波谱成像测量的前列腺周围脂肪组织脂肪酸组成与前列腺癌侵袭性的病理指标相关。

MRS measured fatty acid composition of periprostatic adipose tissue correlates with pathological measures of prostate cancer aggressiveness.

作者信息

Iordanescu Gheorghe, Brendler Charles, Crawford Susan E, Wyrwicz Alice M, Venkatasubramanian Palamadai N, Doll Jennifer A

机构信息

Center for Basic M.R. Research, Department of Radiology, NorthShore University HealthSystem, Evanston, Illinois, USA.

Division of Urology, Department of Surgery, NorthShore University HealthSystem, Evanston, Illinois, USA.

出版信息

J Magn Reson Imaging. 2015 Sep;42(3):651-7. doi: 10.1002/jmri.24824. Epub 2014 Dec 19.

Abstract

PURPOSE

To investigate the association between magnetic resonance (MR) spectroscopically measured fatty acid composition of periprostatic adipose tissue and pathological markers of prostate cancer aggressiveness.

MATERIALS AND METHODS

Periprostatic adipose (PPA) and subcutaneous adipose (SQA) tissue from prostate cancer patients undergoing radical prostatectomy were examined ex vivo by proton MR spectroscopy at 14.1T (n = 31). Fractions of monounsaturated, polyunsaturated, total unsaturated, and saturated fatty acids, as well as T2 relaxation times were measured from the spectra. Univariate and multivariate analyses based on receiver operating characteristic (ROC) and support vector machines (SVM) were used to evaluate the association between differential measures of fatty acid levels in the PPA and SQA tissues and Gleason score and extracapsular extension (ECE), which are pathological measures of prostate cancer aggressiveness.

RESULTS

Both pathological markers for aggressive prostate cancer have separable patterns in the MRS features space. The association between ECE and PPA tissue fatty acid composition is linear (area under receiver operating characteristic curve (AROC) and 95% confidence intervals [CIs]: 1.00, [1.00, 1.00]), along the Δ(fM /fS ) measure, and is marked by elevated monounsaturated and reduced saturated fatty acids in the PPA tissue relative to SQA. In contrast, the association between Gleason score and PPA tissue fatty acid composition is nonlinear (classifier AROC and 95% CIs: 0.86, [0.71, 1.00]).

CONCLUSION

Fatty acid composition is altered in the PPA tissue of patients with aggressive prostate cancer. Ex vivo MR spectroscopy may be a useful tool in studying the altered fatty acid metabolism in prostate cancer.

摘要

目的

研究磁共振(MR)波谱测量的前列腺周围脂肪组织脂肪酸组成与前列腺癌侵袭性病理标志物之间的关联。

材料与方法

对31例行根治性前列腺切除术的前列腺癌患者的前列腺周围脂肪(PPA)和皮下脂肪(SQA)组织进行14.1T的离体质子MR波谱检查。从波谱中测量单不饱和脂肪酸、多不饱和脂肪酸、总不饱和脂肪酸和饱和脂肪酸的分数以及T2弛豫时间。基于受试者操作特征(ROC)和支持向量机(SVM)的单变量和多变量分析用于评估PPA和SQA组织中脂肪酸水平的差异测量与 Gleason评分和包膜外侵犯(ECE)之间的关联,Gleason评分和包膜外侵犯是前列腺癌侵袭性的病理测量指标。

结果

侵袭性前列腺癌的两种病理标志物在MRS特征空间中具有可分离的模式。ECE与PPA组织脂肪酸组成之间的关联沿Δ(fM /fS )测量呈线性(受试者操作特征曲线下面积(AROC)和95%置信区间[CI]:1.00,[1.00, 1.00]),其特征是相对于SQA,PPA组织中的单不饱和脂肪酸升高而饱和脂肪酸降低。相比之下,Gleason评分与PPA组织脂肪酸组成之间的关联是非线性的(分类器AROC和95% CI:0.86,[0.71, 1.00])。

结论

侵袭性前列腺癌患者的PPA组织中脂肪酸组成发生改变。离体MR波谱可能是研究前列腺癌中脂肪酸代谢改变的有用工具。

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