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Lung Density Analysis Using Quantitative Chest CT for Early Prediction of Chronic Lung Allograft Dysfunction
- Source :
- Transplantation. 103:2645-2653
- Publication Year :
- 2019
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2019.
-
Abstract
- Background Chronic lung allograft dysfunction (CLAD) limits long-term survival after lung transplantation (LTx). Early detection or prediction of CLAD can lead to changes in patient management that, in turn, may improve prognosis. The purpose of this study was to investigate the utility of quantitative computed tomography (CT) lung density analysis in early prediction of CLAD. Methods This retrospective cohort was drawn from all consecutive adult, first LTxs performed between 2006 and 2011. Post-transplant monitoring included scheduled surveillance bronchoscopies with concurrent pulmonary-functions tests and low-dose chest CT. Quantitative density metrics (QDM) derived from CT scans obtained at the time of 10%-19% decline in forced expiratory volume in 1 second (FEV1) were evaluated: 114 bilateral LTx recipients (66 with CLAD and 48 stable) and 23 single LTx recipients (11 with CLAD, 12 stable) were included in the analysis. Results In both single and double LTx, at the time of 10%-19% drop in FEV1 from baseline, the QDM was higher in patients who developed CLAD within 3 years compared with those patients who remained stable for at least 3.5 years. The area under the receiver operating characteristic curve (AUC) was 0.89 for predicting CLAD in single LTx and 0.63 in bilateral LTx. A multipredictor AUC accounting for FEV1, QDM, presence of consolidation, and ground glass opacities increased the AUC to 0.74 in double LTx. Conclusions QDM derived from a CT histogram at the time of early drop in FEV1 may allow prediction of CLAD in patients after single or double LTx.
- Subjects :
- Male
medicine.medical_specialty
medicine.medical_treatment
Delayed Graft Function
030230 surgery
Bronchoscopies
03 medical and health sciences
0302 clinical medicine
Risk Factors
Early prediction
medicine
Humans
Lung transplantation
Quantitative computed tomography
Lung
Retrospective Studies
Ontario
Transplantation
medicine.diagnostic_test
Receiver operating characteristic
business.industry
Retrospective cohort study
Middle Aged
Allografts
Prognosis
Transplant Recipients
Survival Rate
Early Diagnosis
medicine.anatomical_structure
ROC Curve
Chronic Disease
Female
030211 gastroenterology & hepatology
Tomography
Radiology
Tomography, X-Ray Computed
business
Follow-Up Studies
Lung Transplantation
Subjects
Details
- ISSN :
- 00411337
- Volume :
- 103
- Database :
- OpenAIRE
- Journal :
- Transplantation
- Accession number :
- edsair.doi.dedup.....1215bcf4875fa1f55393464276805283