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DOI 10.1007/s00330-018-5516-x

Медицинская библиотека · European radiology · 2018

An automated computed tomography score for the cystic fibrosis lung.

Chassagnon Guillaume, Martin Clémence, Burgel Pierre-Régis, Hubert Dominique, Fajac Isabelle, Paragios Nikos, Zacharaki Evangelia I, Legmann Paul, Coste Joel, Revel Marie-Pierre

СтатьяМногоцентровое исследованиеПеревод в очереди

Аннотация

OBJECTIVES

To develop an automated density-based computed tomography (CT) score evaluating high-attenuating lung structural abnormalities in patients with cystic fibrosis (CF).

METHODS

Seventy adult CF patients were evaluated. The development cohort comprised 17 patients treated with ivacaftor, with 45 pre-therapeutic and follow-up chest CT scans. Another cohort of 53 patients not treated with ivacaftor was used for validation. CT-density scores were calculated using fixed and adapted thresholds based on histogram characteristics, such as the mode and standard deviation. Visual CF-CT score was also calculated. Correlations between the CT scores and forced expiratory volume in 1 s (FEV1% pred), and between their changes over time were assessed.

RESULTS

On cross-sectional evaluation, the correlation coefficients between FEV1%pred and the automated scores were slightly lower to that of the visual score in the development and validation cohorts (R = up to -0.68 and -0.61, versus R = -0.72 and R = -0.64, respectively). Conversely, the correlation to FEV1%pred tended to be higher for automated scores (R = up to -0.61) than for visual score (R = -0.49) on longitudinal follow-up. Automated scores based on Mode + 3 SD and Mode +300 HU showed the highest cross-sectional (R = -0.59 to -0.68) and longitudinal (R = -0.51 to -0.61) correlation coefficients to FEV1%pred.

CONCLUSIONS

The developed CT-density score reliably quantifies high-attenuating lung structural abnormalities in CF.

KEY POINTS: • Automated CT score shows moderate to good cross-sectional correlations with FEV 1 %pred . • CT score has potential to be integrated into the standard reporting workflow.

Для цитирования: Chassagnon Guillaume, Martin Clémence, Burgel Pierre-Régis, Hubert Dominique, Fajac Isabelle, Paragios Nikos, Zacharaki Evangelia I, Legmann Paul, Coste Joel, Revel Marie-Pierre. An automated computed tomography score for the cystic fibrosis lung.. European radiology. 2018. DOI: 10.1007/s00330-018-5516-x.

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