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使用不同图像分析方法对肥胖个体基于磁共振成像的肾脂肪定量分析

MRI-based quantification of renal fat in obese individuals using different image analysis approaches.

作者信息

Gjela Mimoza, Askeland Anders, Frøkjær Jens Brøndum, Mellergaard Maiken, Handberg Aase

机构信息

Department of Radiology, Aalborg University Hospital, Hobrovej 18-22, 9000, Aalborg, Denmark.

Department of Clinical Biochemistry, Aalborg University Hospital, Hobrovej 18-22, 9000, Aalborg, Denmark.

出版信息

Abdom Radiol (NY). 2022 Oct;47(10):3546-3553. doi: 10.1007/s00261-022-03603-4. Epub 2022 Jul 18.

Abstract

PURPOSE

The purpose of this study was to evaluate different renal proton density fat fraction (PDFF) analysis approaches. Additionally, we assessed renal fat in obese individuals and lean individuals.

METHODS

This was a retrospective observational case-control study. Twenty-eight obese individuals and 14 lean controls underwent MRI with multi-point Dixon technique for PDFF maps. The following renal PDFF image analysis approaches were performed and compared: (1) five circular regions of interest (ROIs) in six slices, (2) three circular ROIs in one slice, (3) freehand segmentation of renal parenchyma in one slice, and (4) freehand segmentation of renal parenchyma avoiding the renal border in one slice. Furthermore, renal PDFF was compared between obese and lean individuals.

RESULTS

Methods 1, 2, and 4 were positively correlated (r ≥ 0.498, p ≤ 0.001). Renal PDFF values varied more with regards to ROI placement within slices than mean PDFF between slices. Using all methods, the obese individuals had significantly higher renal PDFF values compared with the lean controls.

CONCLUSION

Renal PDFF should be measured covering large areas of the kidney while excluding artifacts. This can be achieved using multiple circular ROIs. Increased lipid accumulation in the kidneys was related to obesity.

摘要

目的

本研究旨在评估不同的肾脏质子密度脂肪分数(PDFF)分析方法。此外,我们还评估了肥胖个体和瘦个体的肾脏脂肪情况。

方法

这是一项回顾性观察性病例对照研究。28名肥胖个体和14名瘦对照者接受了采用多点狄克逊技术的MRI检查以获取PDFF图谱。对以下肾脏PDFF图像分析方法进行了实施和比较:(1)在六个切片中设置五个圆形感兴趣区域(ROI),(2)在一个切片中设置三个圆形ROI,(3)在一个切片中对肾实质进行徒手分割,以及(4)在一个切片中对肾实质进行徒手分割并避开肾边界。此外,还比较了肥胖个体和瘦个体之间的肾脏PDFF。

结果

方法1、2和4呈正相关(r≥0.498,p≤0.001)。肾脏PDFF值在切片内ROI放置方面的变化比切片间平均PDFF的变化更大。使用所有方法时,肥胖个体的肾脏PDFF值均显著高于瘦对照者。

结论

测量肾脏PDFF时应覆盖肾脏的大片区域同时排除伪影。这可以通过使用多个圆形ROI来实现。肾脏中脂质积累增加与肥胖有关。

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