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4
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6
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7
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8
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Breathe (Sheff). 2018 Jun;14(2):131-140. doi: 10.1183/20734735.000318.
9
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Prediction of survival by texture-based automated quantitative assessment of regional disease patterns on CT in idiopathic pulmonary fibrosis.基于 CT 纹理分析的特化区域疾病模式自动定量评估对特发性肺纤维化患者生存的预测。
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对一组无呼吸道症状人群中,基于计算机断层扫描(CT)得出的稳健通气指标与肺功能测试之间相关性的评估。

An assessment of the correlation between robust CT-derived ventilation and pulmonary function test in a cohort with no respiratory symptoms.

作者信息

Nair Girish B, Galban Craig J, Al-Katib Sayf, Podolsky Robert, van den Berge Maarten, Stevens Craig, Castillo Edward

机构信息

Division of Pulmonary and Critical Care, Beaumont Health, OUWB School of Medicine, Auburn Hills, MI, USA.

Department of Radiology, University of Michigan, Ann Arbor, MI, USA.

出版信息

Br J Radiol. 2021 Feb 1;94(1118):20201218. doi: 10.1259/bjr.20201218. Epub 2020 Dec 15.

DOI:10.1259/bjr.20201218
PMID:33320729
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7934322/
Abstract

OBJECTIVE

To evaluate CT-ventilation imaging (CTVI) within a well-characterized, healthy cohort with no respiratory symptoms and examine the correlation between CTVI and concurrent pulmonary function test (PFT).

METHODS

CT scans and PFTs from 77 Caucasian participants in the NORM dataset (clinicaltrials.gov NCT00848406) were analyzed. CTVI was generated using the robust Integrated Jacobian Formulation (IJF) method. IJF estimated total lung capacity (TLC) was computed from CTVI. Bias-adjusted Pearson's correlation between PFT and IJF-based TLC was computed.

RESULTS

IJF- and PFT-measured TLC showed a good correlation for both males and females [males: 0.657, 95% CI (0.438-0.797); females: 0.667, 95% CI (0.416-0.817)]. When adjusting for age, height, smoking, and abnormal CT scan, correlation moderated [males: 0.432, 95% CI (0.129-0.655); females: 0.540, 95% CI (0.207-0.753)]. Visual inspection of CTVI revealed participants who had functional defects, despite the fact that all participant had normal high-resolution CT scan.

CONCLUSION

In this study, we demonstrate that IJF computed CTVI has good correlation with concurrent PFT in a well-validated patient cohort with no respiratory symptoms.

ADVANCES IN KNOWLEDGE

IJF-computed CTVI's overall numerical robustness and consistency with PFT support its potential as a method for providing spatiotemporal assessment of high and low function areas on volumetric non-contrast CT scan.

摘要

目的

在一组特征明确、无呼吸道症状的健康队列中评估CT通气成像(CTVI),并检查CTVI与同期肺功能测试(PFT)之间的相关性。

方法

分析了NORM数据集(clinicaltrials.gov NCT00848406)中77名白种人参与者的CT扫描和PFT数据。使用稳健的综合雅可比公式(IJF)方法生成CTVI。从CTVI计算出IJF估计的总肺容量(TLC)。计算PFT与基于IJF的TLC之间的偏差调整后的皮尔逊相关性。

结果

IJF测量的TLC与PFT测量的TLC在男性和女性中均显示出良好的相关性[男性:0.657,95%CI(0.438 - 0.797);女性:0.667,95%CI(0.416 - 0.817)]。在调整年龄、身高、吸烟和CT扫描异常后,相关性有所减弱[男性:0.432,95%CI(0.129 - 0.655);女性:0.540,95%CI(0.207 - 0.753)]。对CTVI的目视检查发现,尽管所有参与者的高分辨率CT扫描均正常,但仍有功能缺陷的参与者。

结论

在本研究中,我们证明在一组经过充分验证、无呼吸道症状的患者队列中,IJF计算的CTVI与同期PFT具有良好的相关性。

知识进展

IJF计算的CTVI在数值上的整体稳健性以及与PFT的一致性支持其作为一种在容积式非增强CT扫描上提供高功能和低功能区域时空评估方法的潜力。