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1.
Article in English | MEDLINE | ID: mdl-38039151

ABSTRACT

OBJECTIVES: The impact of autoantibody profiles on prognosis of idiopathic inflammatory myositis associated interstitial lung disease (IIM-ILD) and myositis spectrum ILD with Myositis Specific Antibodies (MSA) remains unclear. This retrospective cohort study examines whether serological profiles are associated with mortality and longitudinal lung function change. METHODS: Baseline clinical/demographic characteristics and follow-up lung function of consecutive adult patients with IIM-ILD or Interstitial Pneumonia with Autoimmune Features (IPAF) positive for MSAs were extracted from three hospitals. Univariate and multi-variate Cox-Proportional Hazards analyses were used to compare mortality between autoantibodies. Regression models were used to analyse lung function trends. RESULTS: Of 430 included patients, 81% met IIM criteria, 19% were IPAF-MSA. On univariate analysis, risk factors associated with mortality included higher age, Charlson Co-morbidity Index and CRP; and lower BMI, baseline TLCO% and FEV1%. Compared to anti-MDA5-negativity, anti-MDA5-positivity (MDA5+) was associated with high mortality in the first 3 months (HR 65.2. 95%CI 14.1, 302.0), while no significant difference was seen thereafter (HR 0.55, 95%CI 0.14, 2.28). On multi-variate analysis, combined anti-synthetase antibodies carried a reduced risk of mortality (HR 0.63), although individually, mortality was reduced in anti-Jo1 + (HR 0.61, 95%CI 0.4-0.87) and increased in anti-PL7+ patients (HR 2.07, 95%CI 1.44-2.99). Anti-MDA5+ was associated with slow improvement in %FVC over the first 3 years, while anti-PL7+ was linked with a slow decline from 12 months onwards. CONCLUSIONS: Among autoantibody profiles in myositis spectrum disorders, anti-MDA5+ and anti-PL7+ confer higher mortality risks. Survivors of an early peak of mortality in anti-MDA5+ disease appear to have a favourable prognosis.

2.
Br J Cancer ; 129(12): 1949-1955, 2023 12.
Article in English | MEDLINE | ID: mdl-37932513

ABSTRACT

BACKGROUND: Methods to improve stratification of small (≤15 mm) lung nodules are needed. We aimed to develop a radiomics model to assist lung cancer diagnosis. METHODS: Patients were retrospectively identified using health records from January 2007 to December 2018. The external test set was obtained from the national LIBRA study and a prospective Lung Cancer Screening programme. Radiomics features were extracted from multi-region CT segmentations using TexLab2.0. LASSO regression generated the 5-feature small nodule radiomics-predictive-vector (SN-RPV). K-means clustering was used to split patients into risk groups according to SN-RPV. Model performance was compared to 6 thoracic radiologists. SN-RPV and radiologist risk groups were combined to generate "Safety-Net" and "Early Diagnosis" decision-support tools. RESULTS: In total, 810 patients with 990 nodules were included. The AUC for malignancy prediction was 0.85 (95% CI: 0.82-0.87), 0.78 (95% CI: 0.70-0.85) and 0.78 (95% CI: 0.59-0.92) for the training, test and external test datasets, respectively. The test set accuracy was 73% (95% CI: 65-81%) and resulted in 66.67% improvements in potentially missed [8/12] or delayed [6/9] cancers, compared to the radiologist with performance closest to the mean of six readers. CONCLUSIONS: SN-RPV may provide net-benefit in terms of earlier cancer diagnosis.


Subject(s)
Early Detection of Cancer , Lung Neoplasms , Humans , Lung Neoplasms/diagnostic imaging , Prospective Studies , Retrospective Studies , Radiologists , Lung
3.
Eur Radiol ; 32(4): 2650-2660, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34716781

ABSTRACT

OBJECTIVES: In patients with IPF, this study aimed (i) to examine the relationship between serial change in CT parameters of lung volume and lung function, (ii) to identify the prognostic value of serial change in CT parameters of lung volume, and (iii) to define a threshold for serial change in CT markers of lung volume that optimally captures disease progression. METHODS: Serial CTs were analysed for progressive volume loss or fibrosis progression in 81 IPF patients (66 males, median age = 67 years) with concurrent forced vital capacity (FVC) (median follow-up 12 months, range 6-23 months). Serial CT measurements of volume loss comprised oblique fissure posterior retraction distance (OFPRD), aortosternal distance (ASD), lung height corrected for body habitus (LH), and automated CT-derived total lung volumes (ALV) (measured using commercially available software). Fibrosis progression was scored visually. Serial changes in CT markers and FVC were compared using regression analysis, and evaluated against mortality using Cox proportional hazards. RESULTS: There were 58 deaths (72%, median survival = 17 months). Annual % change in ALV was most significantly related to annual % change in FVC (R2 = 0.26, p < 0.0001). On multivariate analysis, annual % change in ASD predicted mortality (HR = 0.97, p < 0.001), whereas change in FVC did not. A 25% decline in annual % change in ASD best predicted mortality, superior to 10% decline in FVC and fibrosis progression. CONCLUSION: In IPF, serial decline in CT markers of lung volume and, specifically, annualised 25% reduction in aortosternal distance provides evidence of disease progression, not always identified by FVC trends or changes in fibrosis extent. KEY POINTS: • Serial decline in automated and surrogate markers of lung volume on CT corresponds to changes in FVC. • Annualised reductions in the distance between ascending aorta and posterior border of the sternum on CT predict mortality beyond annualised percentage change in FVC.


Subject(s)
Idiopathic Pulmonary Fibrosis , Child, Preschool , Disease Progression , Humans , Infant , Lung/diagnostic imaging , Lung Volume Measurements , Male , Tomography, X-Ray Computed/methods , Vital Capacity
4.
Radiology ; 298(2): E70-E80, 2021 02.
Article in English | MEDLINE | ID: mdl-33320063

ABSTRACT

Background The association of pulmonary embolism (PE) with deep vein thrombosis (DVT) in patients with coronavirus disease 2019 (COVID-19) remains unclear, and the diagnostic accuracy of D-dimer tests for PE is unknown. Purpose To conduct meta-analysis of the study-level incidence of PE and DVT and to evaluate the diagnostic accuracy of D-dimer tests for PE from multicenter individual patient data. Materials and Methods A systematic literature search identified studies evaluating the incidence of PE or DVT in patients with COVID-19 from January 1, 2020, to June 15, 2020. These outcomes were pooled using a random-effects model and were further evaluated using metaregression analysis. The diagnostic accuracy of D-dimer tests for PE was estimated on the basis of individual patient data using the summary receiver operating characteristic curve. Results Twenty-seven studies with 3342 patients with COVID-19 were included in the analysis. The pooled incidence rates of PE and DVT were 16.5% (95% CI: 11.6, 22.9; I2 = 0.93) and 14.8% (95% CI: 8.5, 24.5; I2 = 0.94), respectively. PE was more frequently found in patients who were admitted to the intensive care unit (ICU) (24.7% [95% CI: 18.6, 32.1] vs 10.5% [95% CI: 5.1, 20.2] in those not admitted to the ICU) and in studies with universal screening using CT pulmonary angiography. DVT was present in 42.4% of patients with PE. D-dimer tests had an area under the receiver operating characteristic curve of 0.737 for PE, and D-dimer levels of 500 and 1000 µg/L showed high sensitivity (96% and 91%, respectively) but low specificity (10% and 24%, respectively). Conclusion Pulmonary embolism (PE) and deep vein thrombosis (DVT) occurred in 16.5% and 14.8% of patients with coronavirus disease 2019 (COVID-19), respectively, and more than half of patients with PE lacked DVT. The cutoffs of D-dimer levels used to exclude PE in preexisting guidelines seem applicable to patients with COVID-19. © RSNA, 2020 Supplemental material is available for this article. See also the editorial by Woodard in this issue.


Subject(s)
COVID-19/complications , COVID-19/diagnosis , Pulmonary Embolism/complications , Pulmonary Embolism/diagnostic imaging , Venous Thrombosis/complications , Venous Thrombosis/diagnostic imaging , COVID-19/blood , Computed Tomography Angiography/methods , Fibrin Fibrinogen Degradation Products/analysis , Humans , Pulmonary Embolism/blood , SARS-CoV-2 , Venous Thrombosis/blood
9.
Respiration ; 98(1): 70-81, 2019.
Article in English | MEDLINE | ID: mdl-31238320

ABSTRACT

BACKGROUND: Recent advances in bronchoscopic lung volume reduction offer new therapies for patients with emphysema and hyperinflation. Pulmonary lobe segmentation with quantification of lobar volumes and emphysema severity plays a pivotal role in treatment planning and post-interventional assessment. Computed tomography (CT)-derived lobar volumes could reflect more accurate regional changes in pulmonary function. OBJECTIVES: The aim of our study is to validate the reliability of an in-house CT Lung Segmentation software (LungSeg; the Hamlyn Centre, Imperial College London, UK) for lung lobar volume and emphysema quantification for chronic obstructive pulmonary disease (COPD) patients. METHODS: A total of 108 CT scans from subjects who participated in an endobronchial coil treatment trial were included. Lobar volume and emphysema quantification were performed using the LungSeg and Syngo CT Pulmo 3D package (Siemens Healthcare GmbH, Germany). The inter-user reliability of the LungSeg program was investigated. Correlation coefficients and Bland-Altman analyses were used to quantify the inter-software variability. The agreement between CT volume analysis and plethysmography analysis was also examined. RESULTS: The high intraclass correlation coefficients (mean ICC = 0.98) of the lobar volumes and emphysema indices measured by LungSeg suggest its excellent reproducibility. The LungSeg and Syngo program have good correlation (rho ≥0.94) and agreement for both lobar volume (median difference = 94 mL and LOAnp = 214.6 mL) and emphysema index (median difference ≤1.5% and LOAnp ≤2.03%) calculations. CT analysis provides a higher estimation of total lung capacity (TLCCT) than body plethysmography (TLCpleth), while there is a fair agreement on residual volume (RVCT) by LungSeg as compared with body plethysmography (RVpleth). CONCLUSIONS: CT-derived lobar volume and emphysema quantification using the LungSeg program is efficient and reliable in allowing lobar volume assessment. LungSeg has low inter-user variability and agrees better with plethysmography for COPD assessment in our study.


Subject(s)
Bronchoscopy , Pneumonectomy , Pulmonary Emphysema/diagnostic imaging , Pulmonary Emphysema/surgery , Aged , Cohort Studies , Female , Humans , Imaging, Three-Dimensional , Lung Volume Measurements , Male , Middle Aged , Pulmonary Emphysema/physiopathology , Reproducibility of Results , Software , Tomography, X-Ray Computed
10.
AJR Am J Roentgenol ; 213(2): 318-324, 2019 08.
Article in English | MEDLINE | ID: mdl-31063425

ABSTRACT

OBJECTIVE. The purpose of this study is to establish the relationship between CT markers of lung volume and pulmonary function test (PFT) parameters of lung volume in idiopathic pulmonary fibrosis (IPF). MATERIALS AND METHODS. The relationships between PFT-derived parameters of lung volume (forced vital capacity [FVC] and total lung capacity [TLC]) and both CT-derived automated lung volume and manually derived surrogate measurements of lung volume on CT were evaluated in 273 patients (212 men and 61 women; median age, 67 years) with a multidisciplinary diagnosis of IPF. All patients underwent unenhanced volumetric high-resolution CT of the thorax. Automated lung volume was extracted using commercially available software. Three manual CT surrogate measurements of lung volume previously tested in the setting of radiation-induced lung fibrosis were evaluated by two raters. These measurements were lung height, aortosternal distance, and oblique fissure retraction distance. Fibrosis extent on CT was scored by two observers. Correlation coefficients and multivariable regression analyses were performed to assess the relationship between CT measurements and percentage of predicted FVC (hereafter referred to as "percentage FVC") and TLC. Interobserver agreement for CT markers was evaluated on the basis of the intraclass correlation coefficient. RESULTS. There was a strong correlation between CT-derived automated lung volume and TLC (rP = 0.92; p < 0.0005). There was excellent interobserver agreement for all manual CT measurements (intraclass correlation coefficient, 0.82-0.96). There were significant correlations between manual CT measurements and percentage FVC. Lung height had the strongest relationship with percentage FVC (rP = 0.44; p < 0.0005). In multivariable analysis, the CT measurements were independent determinants of lung volumes, after adjustment for fibrosis and emphysema (R2 = 0.48; p < 0.0005 and p < 0.003, respectively). Lung height had the most significant impact on the fit against lung volumes. CONCLUSION. Automated and manual CT measurements of lung volume are significantly related to PFT-derived parameters of lung volume, independent of fibrosis and emphysema.


Subject(s)
Idiopathic Pulmonary Fibrosis/diagnostic imaging , Tomography, X-Ray Computed/methods , Aged , Female , Humans , Idiopathic Pulmonary Fibrosis/pathology , Idiopathic Pulmonary Fibrosis/physiopathology , Lung Volume Measurements , Male , Middle Aged , Respiratory Function Tests , Retrospective Studies
11.
Eur Respir Rev ; 26(145)2017 Sep 30.
Article in English | MEDLINE | ID: mdl-28877976

ABSTRACT

Accurate assessment of idiopathic pulmonary fibrosis (IPF) disease severity is integral to the care provided to patients with IPF. However, to date, there are no generally accepted or validated staging systems. There is an abundance of data on using information acquired from physiological, radiological and pathological parameters, in isolation or in combination, to assess disease severity in IPF. Recently, there has been interest in using serum biomarkers and computed tomography-derived quantitative lung fibrosis measures to stage disease severity in IPF. This review will focus on the suggested methods for staging IPF, at baseline and on serial assessment, their strengths and limitations, as well as future developments.


Subject(s)
Idiopathic Pulmonary Fibrosis/diagnosis , Lung , Biopsy , Humans , Idiopathic Pulmonary Fibrosis/physiopathology , Idiopathic Pulmonary Fibrosis/therapy , Lung/diagnostic imaging , Lung/pathology , Lung/physiopathology , Magnetic Resonance Imaging , Positron-Emission Tomography , Predictive Value of Tests , Prognosis , Reproducibility of Results , Respiratory Function Tests , Severity of Illness Index , Tomography, X-Ray Computed
12.
Ultrasound ; 24(1): 23-33, 2016 Feb.
Article in English | MEDLINE | ID: mdl-27433272

ABSTRACT

Extra-testicular lesions are usually benign but present with nonspecific grey-scale sonography findings. This study assesses conventional sonographic characteristics in the differentiation of extra-testicular tumoural from inflammatory lesions and whether contrast-enhanced ultrasound has a role. A retrospective database analysis was performed. All patients were examined by experienced sonographers employing standard techniques combining grey-scale, colour Doppler sonography and contrast-enhanced ultrasound. Features recorded were: clinical symptoms, size, location, echogenicity, colour Doppler sonography and contrast-enhanced ultrasound enhancement. Vascularity on colour Doppler sonography and contrast-enhanced ultrasound was graded and compared. The lesions were classified as tumoural or inflammatory. The Chi-square test was used to analyse the sonographic patterns and kappa coefficient to measure the agreement between colour Doppler sonography and contrast-enhanced ultrasound. A total of 30 lesions were reviewed (median diameter 12 mm, range 5-80 mm, median age 52 years, range 18-86 years), including 13/30 tumoural and 17/30 inflammatory lesions. Lesions were hypoechoic (n = 12), isoechoic (n = 6), hyperechoic (n = 2) or mixed (n = 10). Grey-scale characteristics of tumoural vs. inflammatory lesions differed significantly (P = 0.026). On colour Doppler sonography, lesions had no vessels (n = 16), 2-3 vessels (n = 10) and ≥4 vessels (n = 4). On contrast-enhanced ultrasound, lesions showed no vascularity (n = 17), perfusion similar to testis (n = 7) and higher (n = 6). All abscesses identified (n = 9) showed no vascularity on both colour Doppler sonography and contrast-enhanced ultrasound. There was good agreement between these techniques in evaluating vascularity (κ = 0.719) and no significant difference between colour Doppler sonography and contrast-enhanced ultrasound of tumoural vs. inflammatory lesions (P > 0.05). The grey-scale appearances of extra-testicular lesions are essential for characterisation. Colour Doppler sonography and contrast-enhanced ultrasound findings are not useful in that respect. Contrast-enhanced ultrasound is excellent in establishing absence of vascularity.

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