Visceral adipose tissue reduction measured by deep neural network architecture improved reflux esophagitis endoscopic grade.

Yoo Min Han, J. Yoon, S. Yoo, Su Jin Chung, Jeong-Min Lee, Ji Min Choi, Eun Hyo Jin, Ji Yeon Seo
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Abstract

BACKGROUND AND AIMS Visceral obesity is a risk factor for reflux esophagitis (RE). We investigated the risk of RE according to visceral adipose tissue (VAT) measured by deep neural network architecture using computed tomography and evaluated the longitudinal association between abdominal adipose tissue changes and the disease course of RE. METHODS Individuals receiving health checkups who underwent esophagogastroduodenoscopy (EGD) and abdominal computed tomography (CT) at Seoul National University Healthcare System Gangnam Center between 2015 and 2016 were included. Visceral and subcutaneous adipose tissue areas and volumes were measured using a deep neural network architecture and CT. The association between the abdominal adipose tissue area and volume and the risk of RE was evaluated. Participants who underwent follow-up EGD and abdominal CT were selected; the effects of changes in abdominal adipose tissue area and volume on RE endoscopic grade were investigated using Cox proportional hazards regression. RESULTS We enrolled 6570 patients who underwent EGD and abdomen CT on the same day. RE was associated with male sex, hypertension, diabetes, excessive alcohol intake, current smoking status, and levels of physical activity. The VAT area and volume increased the risk of RE dose-dependently. A decreasing VAT volume was significantly associated with improvement in RE endoscopic grade (HR:3.22, 95%CI:1.82-5.71). Changes in subcutaneous adipose tissue volume and the disease course of RE were not significantly correlated. CONCLUSIONS Visceral obesity is strongly associated with RE. VAT volume reduction was prospectively associated with improvement in RE endoscopic grade dose-dependently. Visceral obesity is a potential target for RE treatment.
通过深度神经网络架构测量内脏脂肪组织的减少情况,可提高反流性食管炎的内窥镜检查等级。
背景和目的内脏肥胖是反流性食管炎(RE)的一个风险因素。方法纳入2015年至2016年期间在首尔国立大学医疗保健系统江南中心接受食管胃十二指肠镜检查(EGD)和腹部计算机断层扫描(CT)的健康体检者。使用深度神经网络架构和 CT 测量了内脏和皮下脂肪组织的面积和体积。评估了腹部脂肪组织面积和体积与RE风险之间的关联。我们选取了接受后续胃肠道造影和腹部 CT 检查的参与者,使用 Cox 比例危险度回归法研究了腹部脂肪组织面积和体积的变化对 RE 内镜分级的影响。RE与男性、高血压、糖尿病、过量饮酒、当前吸烟状况和体育锻炼水平有关。VAT面积和体积与RE的风险呈剂量依赖关系。VAT体积的减小与RE内窥镜分级的改善有显著相关性(HR:3.22,95%CI:1.82-5.71)。结论内脏肥胖与RE密切相关。结论内脏肥胖与RE密切相关,VAT体积的减少与RE内镜分级的改善呈剂量依赖性。内脏肥胖是治疗 RE 的潜在目标。
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