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依列卡福妥/替扎卡福妥/依伐卡托对成年囊性纤维化患者身体成分的影响:基于CT的全自动分析

Elexacaftor/tezacaftor/ivacaftor influences body composition in adults with cystic fibrosis: a fully automated CT-based analysis.

作者信息

Westhölter Dirk, Haubold Johannes, Welsner Matthias, Salhöfer Luca, Wienker Johannes, Sutharsan Sivagurunathan, Straßburg Svenja, Taube Christian, Umutlu Lale, Schaarschmidt Benedikt M, Koitka Sven, Zensen Sebastian, Forsting Michael, Nensa Felix, Hosch René, Opitz Marcel

机构信息

Department of Pulmonary Medicine, University Hospital Essen-Ruhrlandklinik, Essen, Germany.

Institute for Artificial Intelligence in Medicine, University Hospital Essen, Essen, Germany.

出版信息

Sci Rep. 2024 Apr 24;14(1):9465. doi: 10.1038/s41598-024-59622-2.

Abstract

A poor nutritional status is associated with worse pulmonary function and survival in people with cystic fibrosis (pwCF). CF transmembrane conductance regulator modulators can improve pulmonary function and body weight, but more data is needed to evaluate its effects on body composition. In this retrospective study, a pre-trained deep-learning network was used to perform a fully automated body composition analysis on chest CTs from 66 adult pwCF before and after receiving elexacaftor/tezacaftor/ivacaftor (ETI) therapy. Muscle and adipose tissues were quantified and divided by bone volume to obtain body size-adjusted ratios. After receiving ETI therapy, marked increases were observed in all adipose tissue ratios among pwCF, including the total adipose tissue ratio (+ 46.21%, p < 0.001). In contrast, only small, but statistically significant increases of the muscle ratio were measured in the overall study population (+ 1.63%, p = 0.008). Study participants who were initially categorized as underweight experienced more pronounced effects on total adipose tissue ratio (p = 0.002), while gains in muscle ratio were equally distributed across BMI categories (p = 0.832). Our findings suggest that ETI therapy primarily affects adipose tissues, not muscle tissue, in adults with CF. These effects are primarily observed among pwCF who were initially underweight. Our findings may have implications for the future nutritional management of pwCF.

摘要

营养状况不佳与囊性纤维化患者(pwCF)的肺功能较差及生存率较低有关。CF跨膜传导调节因子调节剂可改善肺功能和体重,但需要更多数据来评估其对身体成分的影响。在这项回顾性研究中,一个预先训练的深度学习网络被用于对66名成年pwCF在接受依列卡福/替扎卡福/依伐卡福(ETI)治疗前后的胸部CT进行全自动身体成分分析。对肌肉和脂肪组织进行量化,并除以骨体积以获得身体大小调整后的比率。接受ETI治疗后,pwCF的所有脂肪组织比率均显著增加,包括总脂肪组织比率(+46.21%,p<0.001)。相比之下,在整个研究人群中,仅测量到肌肉比率有小幅但具有统计学意义的增加(+1.63%,p=0.008)。最初被归类为体重过轻的研究参与者对总脂肪组织比率的影响更为明显(p=0.002),而肌肉比率的增加在不同BMI类别中分布均匀(p=0.832)。我们的研究结果表明,ETI治疗主要影响成年CF患者的脂肪组织,而非肌肉组织。这些影响主要在最初体重过轻的pwCF中观察到。我们的研究结果可能对pwCF未来的营养管理具有启示意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8bc1/11043331/df7f505b8e72/41598_2024_59622_Fig1_HTML.jpg

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