Demerath E W, Ritter K J, Couch W A, Rogers N L, Moreno G M, Choh A, Lee M, Remsberg K, Czerwinski S A, Chumlea W C, Siervogel R M, Towne B
Department of Community Health, Lifespan Health Research Center, Boonshoft School of Medicine, Wright State University, Dayton, OH, USA.
Int J Obes (Lond). 2007 Feb;31(2):285-91. doi: 10.1038/sj.ijo.0803409. Epub 2006 Jun 13.
Given the considerable time and research cost of analyzing biomedical images to quantify adipose tissue volumes, automated image analysis methods are highly desirable. Hippo Fat is a new software program designed to automatically quantify adipose tissue areas from magnetic resonance images without user inputs. Hippo Fat has yet to be independently validated against commonly used image analysis software programs.
Our aim was to compare estimates of VAT (visceral adipose tissue) and SAT (subcutaneous adipose tissue) using the new Hippo Fat software against those from a widely used, validated, computer-assisted manual method (slice-O-matic version 4.2, Tomovision, Montreal, CA, USA) to assess its potential utility for large-scale studies.
A Siemens Magnetom Vision 1.5-T whole-body scanner and a T1-weighted fast-spin echo pulse sequence were used to collect multiple, contiguous axial images of the abdomen from a sample of 40 healthy adults (20 men) aged 18-77 years of age, with mean body mass index of 29 kg/m(2) (range=19-43 kg/m(2)).
Hippo Fat provided estimates of VAT and SAT that were highly correlated with estimates using slice-O-matic (R (2)>0.9). Average VAT was 9.4% lower and average SAT was 3.7% higher using Hippo Fat compared to slice-O-matic; the overestimation of SAT tended to be greater among individuals with greater adiposity. Individual-level differences for VAT were also substantial; Hippo Fattrade mark gave estimates of VAT ranging from 1184 cm(3) less to 566 cm(3) more than estimates for the same person using slice-O-matic.
Hippo Fat provides a rapid method of quantifying total VAT, although the method does not provide estimates that are interchangeable with slice-O-matic at either the group (mean) or individual level.
鉴于分析生物医学图像以量化脂肪组织体积需要大量时间和研究成本,因此非常需要自动化图像分析方法。Hippo Fat是一款新的软件程序,旨在无需用户输入即可自动从磁共振图像中量化脂肪组织面积。Hippo Fat尚未针对常用图像分析软件程序进行独立验证。
我们的目的是将使用新的Hippo Fat软件对内脏脂肪组织(VAT)和皮下脂肪组织(SAT)的估计值与使用广泛使用的、经过验证的计算机辅助手动方法(Slice-O-Matic版本4.2,Tomovision,加拿大蒙特利尔)得到的估计值进行比较,以评估其在大规模研究中的潜在效用。
使用西门子Magnetom Vision 1.5-T全身扫描仪和T1加权快速自旋回波脉冲序列,从40名年龄在18 - 77岁的健康成年人(20名男性)样本中收集腹部多个连续的轴向图像,平均体重指数为29 kg/m²(范围 = 19 - 43 kg/m²)。
Hippo Fat提供的VAT和SAT估计值与使用Slice-O-Matic得到的估计值高度相关(R²>0.9)。与Slice-O-Matic相比,使用Hippo Fat时平均VAT低9.4%,平均SAT高3.7%;在肥胖程度较高的个体中,SAT的高估往往更大。VAT的个体水平差异也很大;Hippo Fat给出的VAT估计值与使用Slice-O-Matic对同一人的估计值相比,少1184 cm³至多566 cm³。
Hippo Fat提供了一种快速量化总VAT的方法,尽管该方法在组(均值)或个体水平上提供的估计值与Slice-O-Matic不可互换。