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1.
PLoS One ; 11(3): e0149240, 2016.
Article in English | MEDLINE | ID: mdl-26930658

ABSTRACT

OBJECTIVES: This study was designed (a) to evaluate an improved quantitative lung fibrosis score based on a computer-aided diagnosis (CaM) system in patients with systemic sclerosis (SSc),-related interstitial lung disease (SSc-ILD), (b) to investigate the relationship between physiologic parameters (forced vital capacity [FVC] and single-breath diffusing capacity for carbon monoxide [DLCO]), patient-centred measures of dyspnea and functional disability and CaM and visual reader-based (CoVR) methods, and (c) to identify potential surrogate measures from quantitative and visual HRCT measurement. METHODS: 126 patients with SSc underwent chest radiography, HRCT and PFTs. The following patient-centred measures were obtained: modified Borg Dyspnea Index (Borg score), VAS for breathing, and Health Assessment Questionnaire-Disability Index (HAQ-DI). HRCT abnormalities were scored according to the conventional visual reader-based score (CoVR) and by a CaM. The relationships among the HRCT scores, physiologic parameters (FVC and DLCO, % predicted) results and patient-centred measures, were calculated using linear regression analysis and Pearson's correlation. Multivariate regression models were performed to identify the predictor variables on severity of pulmonary fibrosis. RESULTS: Subjects with limited cutaneous SSc had lower HAQ-DI scores than subjects with diffuse cutaneous SSc (p <0.001). CaM and CoVR scores were similar in the 2 groups. In univariate analysis, a strong correlation between CaM and CoVR was observed (p <0.0001). In multivariate analysis the CaM and CoVR scores were predicted by DLco, FVC, Borg score and HAQ-DI. Age, sex, disease duration, anti-topoisomerase antibodies and mRSS were not significantly associated with severity of pulmonary fibrosis on CaM- and CoVR methods. CONCLUSIONS: Although a close correlation between CaM score results and CoVR total score was found, CaM analysis showed a more significant correlation with DLco (more so than the FVC), patient-centred measures of perceived dyspnea and functional disability. Computer-aided tomographic analysis is computationally efficient, and in combination with physiologic and patient-centred measures, it could allow a means for accurately assessing and monitoring the disease progression or response to therapy.


Subject(s)
Dyspnea/diagnostic imaging , Lung Diseases, Interstitial/diagnostic imaging , Scleroderma, Systemic/diagnostic imaging , Adult , Aged , Cross-Sectional Studies , Dyspnea/psychology , Female , Humans , Lung/diagnostic imaging , Lung/pathology , Lung/physiopathology , Lung Diseases, Interstitial/physiopathology , Lung Diseases, Interstitial/psychology , Male , Middle Aged , Perception , Scleroderma, Systemic/physiopathology , Scleroderma, Systemic/psychology , Tomography, X-Ray Computed , Vital Capacity , Young Adult
2.
Biomed Res Int ; 2015: 834262, 2015.
Article in English | MEDLINE | ID: mdl-25629053

ABSTRACT

OBJECTIVE: To evaluate the performance of a computerized-aided method (CaM) for quantification of interstitial lung disease (ILD) in patients with systemic sclerosis and to determine its correlation with the conventional visual reader-based score (CoVR) and the pulmonary function tests (PFTs). METHODS: Seventy-nine patients were enrolled. All patients underwent chest high resolution computed tomography (HRCT) scored by two radiologists adopting the CoVR. All HRCT images were then analysed by a CaM using a DICOM software. The relationships among the lung segmentation analysis, the readers, and the PFTs results were calculated using linear regression analysis and Pearson's correlation. Receiver operating curve analysis was performed for determination of CaM extent threshold. RESULTS: A strong correlation between CaM and CoVR was observed (P < 0.0001). The CaM showed a significant negative correlation with forced vital capacity (FVC) (P < 0.0001) and the single breath carbon monoxide diffusing capacity of the lung (DLco) (P < 0.0001). A CaM optimal extent threshold of 20% represented the best compromise between sensitivity (75.6%) and specificity (97.4%). CONCLUSIONS: CaM quantification of SSc-ILD can be useful in the assessment of extent of lung disease and may provide reliable tool in daily clinical practice and clinical trials.


Subject(s)
Lung Diseases, Interstitial/diagnostic imaging , Lung Diseases, Interstitial/physiopathology , Radiographic Image Interpretation, Computer-Assisted/instrumentation , Scleroderma, Systemic/diagnostic imaging , Tomography, X-Ray Computed/instrumentation , Feasibility Studies , Female , Humans , Male , Middle Aged , ROC Curve , Regression Analysis , Respiratory Function Tests
3.
Invest Radiol ; 44(3): 168-76, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19169143

ABSTRACT

OBJECTIVE: To evaluate the diagnostic efficacy (accuracy, sensitivity, specificity) of 1.0 M gadobutrol versus 0.5 M gadopentetate for the classification of lesions as either benign or malignant in patients with known or suspected liver lesions. METHODS AND MATERIALS: A multicenter, phase-III, randomized, interindividually controlled comparison study with blinded reader evaluation was performed to investigate the diagnostic efficacy of a bolus injection of 1.0 M gadobutrol compared with 0.5 M gadopentetate at a dose of 0.1 mmol Gd/kg BW. The imaging protocol included a dynamic 3D-evaluation, static conventional, and fat saturated T1-weighted sequences. MR datasets were evaluated by 3 independent radiologists. The standard of reference was defined by an independent truth panel (radiologist or hepatologist). The safety evaluation included adverse events, vital signs, and physical examination. RESULTS: A total of 497 of 572 patients were eligible for the final efficacy analysis. Noninferiority of gadobutrol-enhanced magnetic resonance imaging (MRI) for the classification of liver lesions was demonstrated on the basis of diagnostic accuracy determined by the on-site investigators (-0.098, 0.021) as well as for the average reader of the blinded evaluation (-0.096, 0.014) (95% confidence interval), compared with the predefined standard of reference. Very similar increases in sensitivity (ranging from approximately 10% to approximately 55%) and specificity (ranging from approximately 1% to approximately 18%) compared with precontrast MRI were also observed for the 2 contrast agent groups, with maximum differences of 4%.Very similar, low rates of adverse events were recorded for each of the 2 groups. No clinically relevant changes in vital signs or the results of the physical examination were observed in any patient. CONCLUSION: This study documents evidence for the noninferiority of a single i.v. bolus injection of 1.0 M gadobutrol (0.1 mmol/kg body weight) to 0.5 M gadopentetate (0.1 mmol/kg body weight) in the diagnostic assessment of liver lesions with contrast-enhanced MRI. The known excellent safety profile of gadobutrol was confirmed in this clinical trial and is similar to that of gadopentetate.


Subject(s)
Gadolinium DTPA , Image Enhancement/methods , Liver Neoplasms/epidemiology , Liver Neoplasms/pathology , Magnetic Resonance Imaging/statistics & numerical data , Organometallic Compounds , Contrast Media , Double-Blind Method , Europe/epidemiology , Female , Gadolinium DTPA/administration & dosage , Humans , Male , Middle Aged , Organometallic Compounds/administration & dosage , Prevalence , Reproducibility of Results , Sensitivity and Specificity
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