The Appropriateness Criteria of Abdominal Fat Measurement at the Level of the L1-L2 Intervertebral Disc in Patients With Obesity

医学 组内相关 脂肪组织 磁共振成像 肥胖 内科学 线性回归 方差分析 核医学 放射科 计算机科学 机器学习 临床心理学 心理测量学
作者
Jing Sun,Han Lv,Meng Zhang,Mengyi Li,Lei Zhao,Na Zeng,Yawen Liu,Xuan Wei,Qian Chen,Pengling Ren,Yang Liu,Peng Zhang,Zhenghan Yang,Zhongtao Zhang,Zhenchang Wang
出处
期刊:Frontiers in Endocrinology [Frontiers Media]
卷期号:12: 784056-784056 被引量:4
标识
DOI:10.3389/fendo.2021.784056
摘要

Background In this study, we proposed to use MR images at L1-L2 (lumbar) intervertebral disc level to measure abdominal fat area in patients with obesity. The quantitative results would provide evidence for the individualized assessment of the severity of obesity. Methods All patients in the IRB-approved database of Beijing Friendship Hospital who underwent bariatric surgery between November 2017 and November 2019 were recruited. We retrospectively reviewed upper abdominal magnetic resonance (MR) data before surgery. We analyzed the correlation and consistency of the area of abdominal subcutaneous adipose tissue (ASAT) and visceral adipose tissue (VAT) measured at the L1-L2 and L2-L3 levels on MR images. We randomly distributed the cases into prediction model training data and testing data at a ratio of 7:3. Results Two hundred and forty-five subjects were included. The ASAT and VAT results within the L1-L2 and L2-L3 levels were very similar and highly correlated (male ASAT : r=0.98, female ASAT : r=0.93; male VAT : r=0.91, female VAT : r=0.88). There was no substantial systematic deviation among the results at the two levels, except for the ASAT results in males. The intraclass correlation coefficients (ICCs) were 0.91 and 0.93 for male ASAT and female ASAT , and 0.88 and 0.87 for male VAT and female VAT , respectively. The ASAT/VAT area at the L2-L3 level was well predicted. The coefficient β of linear regression that predicted L2-L3 ASAT from L1-L2 ASAT was 1.11 for males and 0.99 for females. The R-squares were 0.97 and 0.91, respectively. For VAT prediction, the coefficient β was 1.02 for males and 0.96 for females. The R-squares were 0.82 and 0.77, respectively. Conclusion For patients with obesity, the L1-L2 intervertebral disc level can be used as the substitution of L2-L3 level in abdominal fat measurement.
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