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

被引:33
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.
引用
收藏
页数:9
相关论文
共 49 条
[1]   Quantitative CT indexes are significantly associated with exercise oxygen desaturation in interstitial lung disease related to systemic sclerosis [J].
Ariani, Alarico ;
Aiello, Marina ;
Silva, Mario ;
Alfieri, Veronica ;
Bonati, Elisa ;
Lumetti, Federica ;
Delsante, Giovanni ;
Sverzellati, Nicola ;
Chetta, Alfredo .
CLINICAL RESPIRATORY JOURNAL, 2017, 11 (06) :983-989
[2]   Quantitative chest computed tomography is associated with two prediction models of mortality in interstitial lung disease related to systemic sclerosis [J].
Ariani, Alarico ;
Silva, Mario ;
Seletti, Valeria ;
Bravi, Elena ;
Saracco, Marta ;
Parisi, Simone ;
De Gennaro, Fabio ;
Idolazzi, Luca ;
Caramaschi, Paola ;
Benini, Camilla ;
Bodini, Flavio Cesare ;
Scire, Carlo Alberto ;
Carrara, Greta ;
Lumetti, Federica ;
Alfieri, Veronica ;
Bonati, Elisa ;
Lucchini, Gianluca ;
Aiello, Marina ;
Santilli, Daniele ;
Mozzani, Flavio ;
Imberti, Davide ;
Michieletti, Emanuele ;
Arrigoni, Eugenio ;
Delsante, Giovanni ;
Pellerito, Raffaele ;
Fusaro, Enrico ;
Chetta, Alfredo ;
Sverzellati, Nicola .
RHEUMATOLOGY, 2017, 56 (06) :922-927
[3]   Operator-independent quantitative chest computed tomography versus standard assessment of interstitial lung disease related to systemic sclerosis: A multi-centric study [J].
Ariani, Alarico ;
Silva, Mario ;
Bravi, Elena ;
Saracco, Marta ;
Parisi, Simone ;
De Gennaro, Fabio ;
Lumetti, Federica ;
Idolazzi, Luca ;
Seletti, Valeria ;
Caramaschi, Paola ;
Benini, Camilla ;
Bodini, Flavio Cesare ;
Scire, Carlo Alberto ;
Lucchini, Gianluca ;
Santilli, Daniele ;
Mozzani, Flavio ;
Imberti, Davide ;
Arrigoni, Eugenio ;
Delsante, Giovanni ;
Pellerito, Raffaele ;
Fusaro, Enrico ;
Sverzellati, Nicola .
MODERN RHEUMATOLOGY, 2015, 25 (05) :724-730
[4]   Utility of an open-source DICOM viewer software (OsiriX) to assess pulmonary fibrosis in systemic sclerosis: preliminary results [J].
Ariani, Alarico ;
Carotti, Marina ;
Gutierrez, Marwin ;
Bichisecchi, Elisabetta ;
Grassi, Walter ;
Giuseppetti, Gian Marco ;
Salaffi, Fausto .
RHEUMATOLOGY INTERNATIONAL, 2014, 34 (04) :511-516
[5]   Predictors of interstitial lung disease in early systemic sclerosis: a prospective longitudinal study of the GENISOS cohort [J].
Assassi, Shervin ;
Sharif, Roozbeh ;
Lasky, Robert E. ;
McNearney, Terry A. ;
Estrada-Y-Martin, Rosa M. ;
Draeger, Hilda ;
Nair, Deepthi K. ;
Fritzler, Marvin J. ;
Reveille, John D. ;
Arnett, Frank C. ;
Mayes, Maureen D. .
ARTHRITIS RESEARCH & THERAPY, 2010, 12 (05)
[6]   Quantitative CT indexes in idiopathic pulmonary fibrosis: Relationship with physiologic impairment [J].
Best, AC ;
Lynch, AM ;
Bozic, CM ;
Miller, D ;
Grunwald, GK ;
Lynch, DA .
RADIOLOGY, 2003, 228 (02) :407-414
[7]   Lung CT densitometry in systemic sclerosis - Correlation with lung fuction, exercise testing, and quality of life [J].
Camiciottoli, Gianna ;
Orlandi, Ilaria ;
Bartolucci, Maurizio ;
Meoni, Eleonora ;
Nacci, Francesca ;
Diciotti, Stefano ;
Barcaroli, Chiara ;
Conforti, Maria Letizia ;
Pistolesi, Massimo ;
Matucci-Cerinic, Marco ;
Mascalchi, Mario .
CHEST, 2007, 131 (03) :672-681
[8]   Interstitial lung disease associated with systemic sclerosis (SSc-ILD) [J].
Cottin, Vincent ;
Brown, Kevin K. .
RESPIRATORY RESEARCH, 2019, 20 (1)
[9]   ATS statement: Guidelines for the six-minute walk test [J].
Crapo, RO ;
Casaburi, R ;
Coates, AL ;
Enright, PL ;
MacIntyre, NR ;
McKay, RT ;
Johnson, D ;
Wanger, JS ;
Zeballos, RJ ;
Bittner, V ;
Mottram, C .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2002, 166 (01) :111-117
[10]   Tissue Doppler imaging in systemic sclerosis: A 3-year longitudinal study [J].
D'Alto, Michele ;
Cuomo, Giovanna ;
Romeo, Emanuele ;
Argiento, Paola ;
Iudici, Michele ;
Vettori, Serena ;
Russo, Maria Giovanna ;
Calabro, Raffaele ;
Valentini, Gabriele .
SEMINARS IN ARTHRITIS AND RHEUMATISM, 2014, 43 (05) :673-680