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人工智能辅助胸部高分辨率 CT 评估 COVID-19 患者肺纤维化的特征和演变。

The characteristics and evolution of pulmonary fibrosis in COVID-19 patients as assessed by AI-assisted chest HRCT.

机构信息

Department of Radiology, General Hospital of Central Theater Command of the PLA, Wuhan, Hubei, P. R. China.

Department of Otolaryngology-Head and Neck Surgery, General Hospital of Central Theater Command of the PLA, Wuhan, Hubei, P. R. China.

出版信息

PLoS One. 2021 Mar 23;16(3):e0248957. doi: 10.1371/journal.pone.0248957. eCollection 2021.

Abstract

The characteristics and evolution of pulmonary fibrosis in patients with coronavirus disease 2019 (COVID-19) have not been adequately studied. AI-assisted chest high-resolution computed tomography (HRCT) was used to investigate the proportion of COVID-19 patients with pulmonary fibrosis, the relationship between the degree of fibrosis and the clinical classification of COVID-19, the characteristics of and risk factors for pulmonary fibrosis, and the evolution of pulmonary fibrosis after discharge. The incidence of pulmonary fibrosis in patients with severe or critical COVID-19 was significantly higher than that in patients with moderate COVID-19. There were significant differences in the degree of pulmonary inflammation and the extent of the affected area among patients with mild, moderate and severe pulmonary fibrosis. The IL-6 level in the acute stage and albumin level were independent risk factors for pulmonary fibrosis. Ground-glass opacities, linear opacities, interlobular septal thickening, reticulation, honeycombing, bronchiectasis and the extent of the affected area were significantly improved 30, 60 and 90 days after discharge compared with at discharge. The more severe the clinical classification of COVID-19, the more severe the residual pulmonary fibrosis was; however, in most patients, pulmonary fibrosis was improved or even resolved within 90 days after discharge.

摘要

新型冠状病毒病 2019(COVID-19)患者的肺纤维化特征和演变尚未得到充分研究。本研究采用人工智能辅助胸部高分辨率计算机断层扫描(HRCT),旨在探讨 COVID-19 患者肺纤维化的比例、纤维化程度与 COVID-19 临床分类的关系、肺纤维化的特征和危险因素,以及出院后肺纤维化的演变。严重或危重症 COVID-19 患者的肺纤维化发生率明显高于中度 COVID-19 患者。轻度、中度和重度肺纤维化患者的肺部炎症程度和受累面积存在显著差异。急性阶段的白细胞介素 6(IL-6)水平和白蛋白水平是肺纤维化的独立危险因素。与出院时相比,出院后 30、60 和 90 天,磨玻璃影、线性影、小叶间隔增厚、网状影、蜂窝肺、支气管扩张和受累面积明显改善。COVID-19 的临床分类越严重,残留肺纤维化越严重;然而,在大多数患者中,肺纤维化在出院后 90 天内得到改善甚至完全吸收。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43c3/7987145/27235ed2c05b/pone.0248957.g001.jpg

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