Auckland Bioengineering Institute, The University of Auckland, Private Bag 92019, Auckland, New Zealand.
Department of Statistics, The University of Auckland, Auckland, New Zealand.
Sci Rep. 2023 Mar 17;13(1):4422. doi: 10.1038/s41598-023-31470-6.
Idiopathic pulmonary fibrosis (IPF) is characterised by progressive fibrosing interstitial pneumonia with an associated irreversible decline in lung function and quality of life. IPF prevalence increases with age, appearing most frequently in patients aged > 50 years. Pulmonary vessel-like volume (PVV) has been found to be an independent predictor of mortality in IPF and other interstitial lung diseases, however its estimation can be impacted by artefacts associated with image segmentation methods and can be confounded by adjacent fibrosis. This study compares PVV in IPF patients (N = 21) with PVV from a healthy cohort aged > 50 years (N = 59). The analysis includes a connected graph-based approach that aims to minimise artefacts contributing to calculation of PVV. We show that despite a relatively low extent of fibrosis in the IPF cohort (20% of the lung volume), PVV is 2-3 times higher than in controls. This suggests that a standardised method to calculate PVV that accounts for tree connectivity could provide a promising tool to provide early diagnostic or prognostic information in IPF patients and other interstitial lung disease.
特发性肺纤维化 (IPF) 的特征是进行性纤维性间质性肺炎,伴有肺功能和生活质量的不可逆转下降。IPF 的患病率随年龄增长而增加,多见于年龄>50 岁的患者。肺血管样容积 (PVV) 已被发现是 IPF 和其他间质性肺疾病患者死亡率的独立预测因子,但由于与图像分割方法相关的伪影,其估计可能受到影响,并且可能受到相邻纤维化的干扰。本研究比较了 IPF 患者 (N=21) 和年龄>50 岁的健康队列 (N=59) 的 PVV。该分析包括一种基于连通图的方法,旨在最小化导致 PVV 计算的伪影。我们表明,尽管 IPF 组的纤维化程度相对较低 (占肺容积的 20%),但 PVV 是对照组的 2-3 倍。这表明,一种标准化的计算 PVV 的方法,考虑到树的连通性,可能为 IPF 患者和其他间质性肺疾病提供有前途的早期诊断或预后信息。