Ultra-Low Dose Thoracic CT Derived Morphomics in Cystic Fibrosis Patients on Elexacaftor/Tezacaftor/Ivacaftor.

Patrick W O' Regan, Hisham I S Ibrahim, Sean Blackburn, Alexander T O' Mahony, Michael G Waldron, Sahil S Shet, Kevin F Deasy, Barry J Plant, David J Ryan, Michael M Maher
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Abstract

Rationale: In cystic fibrosis (CF), body composition alterations are observed. Prevalence of obesity in CF is increasing with evidence suggesting a subsequent increase in cardiometabolic risk. We sought to assess body composition using analytic morphomics (AM) from ultra-low dose thoracic CT scans in CF patients on the triple CFTR modulator therapy, Elexacaftor/Tezacaftor/Ivacaftor (ETI). Objective Our objective was to use analytical morphomics on routine ultra-low dose CTs to assess patterns of change in body composition in CF patients on ETI therapy. Methods Forty-two CF patients on ETI who had baseline and follow up ultra-low dose thoracic CT imaging were retrospectively analysed. The CTs were acquired at a radiation dose equivalent to 2 frontal chest x-rays using our previously published acquisition parameters. The Bhalla score was used as a marker of structural lung disease severity. AM variables including: cross sectional area (CSA) and attenuation of pectoralis muscle, visceral fat (epicardial and upper abdominal) and subcutaneous fat were extracted using the validated image segmentation software, CoreSlicer. Paired samples mean testing (Wilcoxon matched pairs signed rank test) and Spearman rank correlation analyses were performed. Results Total Bhalla scores significantly improved over time in patients on ETI (p < 0.0001). In addition, body composition also changed with an increase in the CSA of subcutaneous, and epicardial visceral fat (p values < 0.0001, and 0.0062, respectively). In those with a normal BMI at follow up, epicardial, and subcutaneous fat had also increased significantly in the interval (p = 0.0066, and 0.0002, respectively). Conclusion In CF, ETI produced a significant improvement in structural lung disease over time, however also resulted in an increase in visceral and subcutaneous fat. The AM methodology presented herein, may help identify those patients for aggressive primary prevention strategies and permit the creation of more personalised nutritional plans.

囊性纤维化患者使用elexaftor /Tezacaftor/Ivacaftor的超低剂量胸部CT衍生形态组学研究
理由:在囊性纤维化(CF)中,观察到体成分的改变。CF中肥胖的患病率正在增加,有证据表明随后心脏代谢风险增加。我们试图通过分析形态组学(AM)来评估CF患者在接受三联CFTR调节剂治疗(Elexacaftor/Tezacaftor/Ivacaftor)的超低剂量胸部CT扫描中的身体成分。我们的目的是在常规超低剂量ct上使用分析形态组学来评估接受ETI治疗的CF患者体内成分的变化模式。方法回顾性分析42例经ETI治疗的CF患者的基线及随访超低剂量胸部CT检查结果。使用我们先前公布的获取参数,在相当于2次正面胸部x光的辐射剂量下获得ct。Bhalla评分被用作结构性肺病严重程度的标志。AM变量包括:横截面积(CSA)和胸肌、内脏脂肪(心外膜和上腹部)和皮下脂肪的衰减,使用经过验证的图像分割软件CoreSlicer提取。配对样本均数检验(Wilcoxon配对配对符号秩检验)和Spearman秩相关分析。结果ETI患者的总Bhalla评分随时间显著提高(p < 0.0001)。此外,体成分也随着皮下和心外膜内脏脂肪CSA的增加而改变(p值分别< 0.0001和0.0062)。在随访时BMI正常的患者中,心外膜和皮下脂肪也在间隔期间显著增加(p分别= 0.0066和0.0002)。在CF中,ETI随着时间的推移显著改善了结构性肺部疾病,但也导致内脏和皮下脂肪增加。本文提出的AM方法可以帮助确定那些患者积极的初级预防策略,并允许创建更个性化的营养计划。
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