Magnetic resonance imaging-based scoring of the diseased lung in the preterm infant with bronchopulmonary dysplasia: UNiforme Scoring of the disEAsed Lung in BPD (UNSEAL BPD)

Author:

Förster Kai12ORCID,Marchi Hannah34ORCID,Stöcklein Sophia5,Dietrich Olaf5ORCID,Ehrhardt Harald6ORCID,Wielpütz Mark O.78,Flemmer Andreas W.1,Schubert Benjamin39,Mall Marcus A.81011,Ertl-Wagner Birgit12,Hilgendorff Anne1213ORCID

Affiliation:

1. Division of Neonatology, Dr. von Hauner Children’s Hospital, University Hospital, LMU Munich, Munich, Germany

2. Institute for Lung Biology and Disease and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany

3. Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany

4. Chair of Data Science, Faculty of Business Administration and Economics, Bielefeld University, Bielefeld, Germany

5. Department of Radiology, University Hospital, LMU Munich, Munich, Germany

6. Department of General Pediatrics & Neonatology, Justus-Liebig-University, Member of the German Center for Lung Research (DZL), Giessen, Germany

7. Department of Diagnostic and Interventional Radiology, University of Heidelberg, Heidelberg, Germany

8. Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany

9. Department of Mathematics, Technische Universität München, Garching bei München, Germany

10. Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany

11. German Center for Lung Research (DZL), associated partner site, Berlin, Germany

12. Department of Medical Imaging, The Hospital for Sick Children, The University of Toronto, Toronto, Ontario, Canada

13. Center for Comprehensive Developmental Care (CDeCLMU), Social Pediatric Center (iSPZ), Dr. von Hauner Children’s Hospital, University Hospital, LMU Munich, Munich, Germany

Abstract

Neonatal chronic lung disease lacks standardized assessment of lung structural changes. We addressed this clinical need by the development of a novel scoring system [UNSEAL BPD (UNiforme Scoring of the disEAsed Lung in BPD)] using T2-weighted single-shot fast-spin-echo sequences from 3 T MRI in very premature infants with and without bronchopulmonary dysplasia (BPD). Quantification of interstitial and airway remodeling, emphysematous changes, and ventilation inhomogeneity was achieved by consensus scoring on a five-point Likert scale. We successfully identified moderate and severe disease by logistic regression [area under the curve (AUC), 0.89] complemented by classification tree analysis revealing gestational age-specific structural changes. We demonstrated substantial interreader reproducibility (weighted Cohen’s κ 0.69) and disease specificity (AUC = 0.91). Our novel MRI score enables the standardized assessment of disease-characteristic structural changes in the preterm lung exhibiting significant potential as a quantifiable endpoint in early intervention clinical trials and long-term disease monitoring.

Funder

Einstein Stiftung Berlin

Helmholtz Association

German Center for Lung Research

Publisher

American Physiological Society

Subject

Cell Biology,Physiology (medical),Pulmonary and Respiratory Medicine,Physiology

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