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Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis
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 - c...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603022/ https://www.ncbi.nlm.nih.gov/pubmed/31263199 http://dx.doi.org/10.1038/s41598-019-45990-7 |
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author | Bocchino, Marialuisa Bruzzese, Dario D’Alto, Michele Argiento, Paola Borgia, Alessia Capaccio, Annalisa Romeo, Emanuele Russo, Barbara Sanduzzi, Alessandro Valente, Tullio Sverzellati, Nicola Rea, Gaetano Vettori, Serena |
author_facet | Bocchino, Marialuisa Bruzzese, Dario D’Alto, Michele Argiento, Paola Borgia, Alessia Capaccio, Annalisa Romeo, Emanuele Russo, Barbara Sanduzzi, Alessandro Valente, Tullio Sverzellati, Nicola Rea, Gaetano Vettori, Serena |
author_sort | Bocchino, Marialuisa |
collection | PubMed |
description | 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-2Rα 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-2Rα 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. |
format | Online Article Text |
id | pubmed-6603022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66030222019-07-14 Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis Bocchino, Marialuisa Bruzzese, Dario D’Alto, Michele Argiento, Paola Borgia, Alessia Capaccio, Annalisa Romeo, Emanuele Russo, Barbara Sanduzzi, Alessandro Valente, Tullio Sverzellati, Nicola Rea, Gaetano Vettori, Serena Sci Rep Article 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-2Rα 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-2Rα 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. Nature Publishing Group UK 2019-07-01 /pmc/articles/PMC6603022/ /pubmed/31263199 http://dx.doi.org/10.1038/s41598-019-45990-7 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Bocchino, Marialuisa Bruzzese, Dario D’Alto, Michele Argiento, Paola Borgia, Alessia Capaccio, Annalisa Romeo, Emanuele Russo, Barbara Sanduzzi, Alessandro Valente, Tullio Sverzellati, Nicola Rea, Gaetano Vettori, Serena Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
title | Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
title_full | Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
title_fullStr | Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
title_full_unstemmed | Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
title_short | Performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
title_sort | performance of a new quantitative computed tomography index for interstitial lung disease assessment in systemic sclerosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603022/ https://www.ncbi.nlm.nih.gov/pubmed/31263199 http://dx.doi.org/10.1038/s41598-019-45990-7 |
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