Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis

被引:26
|
作者
Bocchino, Marialuisa [1 ]
Bruzzese, Dario [2 ]
DAlto, Michele [3 ]
Argiento, Paola [3 ]
Borgia, Alessia [4 ]
Capaccio, Annalisa [1 ]
Romeo, Emanuele [3 ]
Russo, Barbara [4 ]
Sanduzzi, Alessandro [1 ]
Valente, Tullio [5 ]
Sverzellati, Nicola [6 ]
Rea, Gaetano [5 ]
Vettori, Serena [4 ]
机构
[1] Univ Naples Federico II, Dept Clin Med & Surg, Resp Med Unit, Naples, Italy
[2] Univ Naples Federico II, Dept Publ Hlth, Naples, Italy
[3] Univ Campania Luigi Vanvitelli, Monaldi Hosp, Dept Cardiol, Naples, Italy
[4] Univ Campania Luigi Vanvitelli, Dept Precis Med, Rheumatol Unit, Naples, Italy
[5] Monaldi Hosp, Dept Radiol, Naples, Italy
[6] Univ Parma, Dept Med & Surg, Unit Surg Sci, Sect Radiol, Parma, Italy
关键词
HIGH-RESOLUTION CT; IDIOPATHIC PULMONARY-FIBROSIS; CHEST CT; SCLERODERMA LUNG; TEXTURE ANALYSIS; STANDARDIZATION; MORTALITY; QUANTIFICATION; CLASSIFICATION; PROGRESSION;
D O I
10.1038/s41598-019-45990-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Quantitative high resolution computed tomography (HRCT) may objectively assess systemic sclerosis (SSc)-interstitial lung disease (ILD) extent, using three basic densitometric measures: mean lung attenuation (MLA), skewness, and kurtosis. This prospective study aimed to develop a composite index - computerized integrated index (CII) - that accounted for MLA, skewness, and kurtosis by means of Principal Component Analysis over HRCTs of 83 consecutive SSc subjects, thus eliminating redundancies. Correlations among CII, cardiopulmonary function and immune-inflammatory biomarkers (e.g. sIL-2R alpha and CCL18 serum levels) were explored. ILD was detected in 47% of patients at visual HRCT assessment. These patients had worse CII values than patients without ILD. The CII correlated with lung function at both baseline and follow-up, and with sIL-2R alpha and CCL18 serum levels. The best discriminating CII value for ILD was 0.1966 (AUC = 0.77; sensitivity = 0.81 [95% CI: 0.68-0.92]; specificity = 0.66 [95% CI: 0.52-0.80]). Thirty-four percent of patients without visual trace of ILD had a CII lower than 0.1966, and 67% of them had a diffusing lung capacity for CO <80% of predicted. We showed that this new composite CT index for SSc-ILD assessment correlates with both lung function and immune-inflammatory parameters and could be sufficiently sensitive for capturing early lung density changes in visually ILD-free patients.
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页数:9
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