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Hadj Bouzid AI, Bui S, Benlala I, Berger P, Hutt A, Liberge R, Habert P, Gaubert JY, Baque-Juston M, Morel B, Ferretti G, Denis de Senneville B, Laurent F, Macey J, Dournes G. Artificial intelligence-driven volumetric CT outcome score in cystic fibrosis: longitudinal and multicenter validation with/without modulators treatment. Eur Radiol 2025; 35:815-827. [PMID: 39150489 DOI: 10.1007/s00330-024-11019-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 07/22/2024] [Accepted: 07/30/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVES Holistic segmentation of CT structural alterations with 3D deep learning has recently been described in cystic fibrosis (CF), allowing the measurement of normalized volumes of airway abnormalities (NOVAA-CT) as an automated quantitative outcome. Clinical validations are needed, including longitudinal and multicenter evaluations. MATERIALS AND METHODS The validation study was retrospective between 2010 and 2023. CF patients undergoing Elexacaftor/Tezacaftor/Ivacaftor (ETI) or corticosteroids for allergic broncho-pulmonary aspergillosis (ABPA) composed the monocenter ETI and ABPA groups, respectively. Patients from six geographically distinct institutions composed a multicenter external group. All patients had completed CT and pulmonary function test (PFT), with a second assessment at 1 year in case of ETI or ABPA treatment. NOVAA-CT quantified bronchiectasis, peribronchial thickening, bronchial mucus, bronchiolar mucus, collapse/consolidation, and their overall total abnormal volume (TAV). Two observers evaluated the visual Bhalla score. RESULTS A total of 139 CF patients (median age, 15 years [interquartile range: 13-25]) were evaluated. All correlations between NOVAA-CT to both PFT and Bhalla score were significant in the ETI (n = 60), ABPA (n = 20), and External groups (n = 59), such as the normalized TAV (ρ ≥ 0.76; p < 0.001). In both ETI and ABPA groups, there were significant longitudinal improvements in peribronchial thickening, bronchial mucus, bronchiolar mucus and collapse/consolidation (p ≤ 0.001). An additional reversibility in bronchiectasis volume was quantified with ETI (p < 0.001). Intraclass correlation coefficient of reproducibility was > 0.99. CONCLUSION NOVAA-CT automated scoring demonstrates validity, reliability and responsiveness for monitoring CF severity over an entire lung and quantifies therapeutic effects on lung structure at CT, such as the volumetric reversibility of airway abnormalities with ETI. CLINICAL RELEVANCE STATEMENT Normalized volume of airway abnormalities at CT automated 3D outcome enables objective, reproducible, and holistic monitoring of cystic fibrosis severity over an entire lung for management and endpoints during therapeutic trials. KEY POINTS Visual scoring methods lack sensitivity and reproducibility to assess longitudinal bronchial changes in cystic fibrosis (CF). AI-driven volumetric CT scoring correlates longitudinally to disease severity and reliably improves with Elexacaftor/Tezacaftor/Ivacaftor or corticosteroid treatments. AI-driven volumetric CT scoring enables reproducible monitoring of lung disease severity in CF and quantifies longitudinal structural therapeutic effects.
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Affiliation(s)
- Amel Imene Hadj Bouzid
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France
| | - Stephanie Bui
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France
| | - Ilyes Benlala
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France
| | - Patrick Berger
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France
| | - Antoine Hutt
- Department of Thoracic Imaging, Heart & Lung Institute, Lille, Cedex, France
| | - Renan Liberge
- Department of Radiology, CHU Nantes, F-44000, Nantes, France
| | - Paul Habert
- Imaging Department, Hopital La Timone, APHM, Aix Marseille University, Marseille, France
| | - Jean-Yves Gaubert
- Imaging Department, Hopital La Timone, APHM, Aix Marseille University, Marseille, France
| | - Marie Baque-Juston
- Paediatric Radiology Department, Hôpitaux Pédiatriques de Nice CHU-Lenval, Nice, France
| | - Baptiste Morel
- Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France
| | - Gilbert Ferretti
- Department of Radiology, Grenoble-Alpes University Hospital, 38000, Grenoble, France
| | | | - François Laurent
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France
| | - Julie Macey
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France
| | - Gaël Dournes
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, F-33600, Pessac, France.
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), CIC 1401, F-33600, Pessac, France.
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, CIC 1401, F-33600, Pessac, France.
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Panetti B, Bucci I, Di Ludovico A, Pellegrino GM, Di Filippo P, Di Pillo S, Chiarelli F, Attanasi M, Sferrazza Papa GF. Acute Respiratory Failure in Children: A Clinical Update on Diagnosis. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1232. [PMID: 39457197 PMCID: PMC11506303 DOI: 10.3390/children11101232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 10/07/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024]
Abstract
Acute respiratory failure (ARF) is a sudden failure of the respiratory system to ensure adequate gas exchanges. Numerous clinical conditions may cause ARF, including pneumonia, obstructive lung diseases (e.g., asthma), restrictive diseases such as neuromuscular diseases (e.g., spinal muscular atrophy and muscular dystrophy), and albeit rarely, interstitial lung diseases. Children, especially infants, may be more vulnerable to ARF than adults due to anatomical and physiological features of the respiratory system. Assessing respiratory impairment in the pediatric population is particularly challenging as children frequently present difficulties in reporting symptoms and due to compliance and cooperation in diagnostic tests. The evaluation of clinical and anamnestic aspects represents the cornerstone of ARF diagnosis: first level exams (e.g., arterial blood gas analysis) confirm and evaluate the severity of the ARF and second level exams help to uncover the underlying cause. Prompt management is critical, with supplemental oxygen, mechanical ventilation, and the treatment of the underlying problem. The aim of this review is to provide a comprehensive summary of the current state of the art in diagnosing pediatric ARF, with a focus on pathophysiology, novel imaging applications, and new perspectives, such as biomarkers and artificial intelligence.
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Affiliation(s)
- Beatrice Panetti
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
| | - Ilaria Bucci
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
| | - Armando Di Ludovico
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
| | - Giulia Michela Pellegrino
- Department of Neurorehabilitation Sciences, Casa di Cura Igea, 20144 Milan, Italy; (G.M.P.); (G.F.S.P.)
| | - Paola Di Filippo
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
| | - Sabrina Di Pillo
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
| | - Francesco Chiarelli
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
| | - Marina Attanasi
- Pediatric Allergy and Pulmonology Unit, Department of Pediatrics, University of Chieti, 66100 Chieti, Italy; (B.P.); (I.B.); (A.D.L.); (P.D.F.); (S.D.P.); (F.C.)
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Spielberg DR, Weinman J, DeBoer EM. Advancements in imaging in ChILD. Pediatr Pulmonol 2024; 59:2276-2285. [PMID: 37222402 DOI: 10.1002/ppul.26487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 05/08/2023] [Accepted: 05/09/2023] [Indexed: 05/25/2023]
Abstract
Interstitial and diffuse lung diseases in children constitute a range of congenital and acquired disorders. These disorders present with signs and symptoms of respiratory disease accompanied by diffuse radiographic changes. In many cases, radiographic findings are nonspecific, while in other disorders, chest computed tomography (CT) is diagnostic in the appropriate context. Regardless, chest imaging remains central in the evaluation of the patient with suspected childhood interstitial lung disease (chILD). Several newly described chILD entities, spanning both genetic and acquired etiologies, have imaging that aid in their diagnoses. Advances in CT scanning technology and CT analysis techniques continue to improve scan quality as well as expand use of chest CT as a research tool. Finally, ongoing research is expanding use of imaging modalities without ionizing radiation. Magnetic resonance imaging is being applied to investigate pulmonary structure and function, and ultrasound of the lung and pleura is a novel technique with an emerging role in chILD disorders. This review describes the current state of imaging in chILD including recently described diagnoses, advances in conventional imaging techniques and applications, and evolving new imaging modalities that expand the clinical and research roles for imaging in these disorders.
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Affiliation(s)
- David R Spielberg
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jason Weinman
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Emily M DeBoer
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Aliukonyte I, Caudri D, Booij R, van Straten M, Dijkshoorn ML, Budde RPJ, Oei EHG, Saba L, Tiddens HAWM, Ciet P. Unlocking the potential of photon counting detector CT for paediatric imaging: a pictorial essay. BJR Open 2024; 6:tzae015. [PMID: 39021509 PMCID: PMC11254292 DOI: 10.1093/bjro/tzae015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 06/11/2024] [Accepted: 07/04/2024] [Indexed: 07/20/2024] Open
Abstract
Recent advancements in CT technology have introduced a revolutionary innovation to practice known as the Photon-Counting detector (PCD) CT imaging. The pivotal hardware enhancement of the PCD-CT scanner lies in its detectors, which consist of smaller pixels than standard detectors and allow direct conversion of individual X-rays to electrical signals. As a result, CT images are reconstructed at higher spatial resolution (as low as 0.2 mm) and reduced overall noise, at no expense of an increased radiation dose. These features are crucial for paediatric imaging, especially for infants and young children, where anatomical structures are notably smaller than in adults and in whom keeping dose as low as possible is especially relevant. Since January 2022, our hospital has had the opportunity to work with PCD-CT technology for paediatric imaging. This pictorial review will showcase clinical examples of PCD-CT imaging in children. The aim of this pictorial review is to outline the potential paediatric applications of PCD-CT across different anatomical regions, as well as to discuss the benefits in utilizing PCD-CT in comparison to conventional standard energy integrating detector CT.
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Affiliation(s)
- Ieva Aliukonyte
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
- Department of Paediatric Pulmonology and Allergology, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Daan Caudri
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
- Department of Paediatric Pulmonology and Allergology, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Ronald Booij
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, SE-581 83, Sweden
| | - Marcel van Straten
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Marcel L Dijkshoorn
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Ricardo P J Budde
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Edwin H G Oei
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Luca Saba
- Department of Radiology of Cagliari, Polo di Monserrato—Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, 09042, Italy
| | - Harm A W M Tiddens
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
- Department of Paediatric Pulmonology and Allergology, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
| | - Pierluigi Ciet
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
- Department of Paediatric Pulmonology and Allergology, Erasmus MC—Sophia Children’s Hospital, Rotterdam, 3015 GD, The Netherlands
- Department of Radiology of Cagliari, Polo di Monserrato—Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, 09042, Italy
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van den Bosch WB, Lv Q, Andrinopoulou ER, Pijnenburg MW, Ciet P, Janssens HM, Tiddens HA. Children with severe asthma have substantial structural airway changes on computed tomography. ERJ Open Res 2024; 10:00121-2023. [PMID: 38226065 PMCID: PMC10789264 DOI: 10.1183/23120541.00121-2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 08/17/2023] [Indexed: 01/17/2024] Open
Abstract
Background In adults with severe asthma (SA) bronchial wall thickening, bronchiectasis and low attenuation regions (LAR) have been described on chest computed tomography (CT) scans. The extent to which these structural abnormalities are present in children with SA is largely unknown. Our aim was to study the presence and extent of airway abnormalities on chest CT of children with SA. Methods 161 inspiratory and expiratory CT scans, either spirometer-controlled or technician-controlled, obtained in 131 children with SA (mean±SD age 11.0±3.8 years) were collected retrospectively. Inspiratory scans were analysed manually using a semi-quantitative score and automatically using LungQ (v2.1.0.1; Thirona B.V., Nijmegen, the Netherlands). LungQ segments the bronchial tree, identifies the generation for each bronchus-artery (BA) pair and measures the following BA dimensions: outer bronchial wall diameter (Bout), adjacent artery diameter (A) and bronchial wall thickness (Bwt). Bronchiectasis was defined as Bout/A ≥1.1, bronchial wall thickening as Bwt/A ≥0.14. LAR, reflecting small airways disease (SAD), was measured automatically on inspiratory and expiratory scans and manually on expiratory scans. Functional SAD was defined as FEF25-75 and/or FEF75 z-scores <-1.645. Results are shown as median and interquartile range. Results Bronchiectasis was present on 95.8% and bronchial wall thickening on all CTs using the automated method. Bronchiectasis was present on 28% and bronchial wall thickening on 88.8% of the CTs using the manual semi-quantitative analysis. The percentage of BA pairs defined as bronchiectasis was 24.62% (12.7-39.3%) and bronchial wall thickening was 41.7% (24.0-79.8%) per CT using the automated method. LAR was observed on all CTs using the automatic analysis and on 82.9% using the manual semi-quantitative analysis. Patients with LAR or functional SAD had more thickened bronchi than patients without. Conclusion Despite a large discrepancy between the automated and the manual semi-quantitative analysis, bronchiectasis and bronchial wall thickening are present on most CT scans of children with SA. SAD is related to bronchial wall thickening.
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Affiliation(s)
- Wytse B. van den Bosch
- Erasmus MC – Sophia Children's Hospital, University Medical Center Rotterdam, Department of Paediatrics, division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
- Erasmus MC, University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Rotterdam, the Netherlands
| | - Qianting Lv
- Erasmus MC – Sophia Children's Hospital, University Medical Center Rotterdam, Department of Paediatrics, division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
- Erasmus MC, University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Rotterdam, the Netherlands
| | - Eleni-Rosalina Andrinopoulou
- Erasmus MC, University Medical Center Rotterdam, Department of Biostatistics, Rotterdam, the Netherlands
- Erasmus MC, University Medical Center Rotterdam, Department of Epidemiology, Rotterdam, the Netherlands
| | - Mariëlle W.H. Pijnenburg
- Erasmus MC – Sophia Children's Hospital, University Medical Center Rotterdam, Department of Paediatrics, division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
| | - Pierluigi Ciet
- Erasmus MC – Sophia Children's Hospital, University Medical Center Rotterdam, Department of Paediatrics, division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
- Erasmus MC, University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Rotterdam, the Netherlands
- Department of Radiology, Policlinico Universitario, University of Cagliari, Cagliari, Italy
| | - Hettie M. Janssens
- Erasmus MC – Sophia Children's Hospital, University Medical Center Rotterdam, Department of Paediatrics, division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
| | - Harm A.W.M. Tiddens
- Erasmus MC – Sophia Children's Hospital, University Medical Center Rotterdam, Department of Paediatrics, division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
- Erasmus MC, University Medical Center Rotterdam, Department of Radiology and Nuclear Medicine, Rotterdam, the Netherlands
- Thirona BV, Nijmegen, the Netherlands
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Zanette B, Greer MLC, Moraes TJ, Ratjen F, Santyr G. The argument for utilising magnetic resonance imaging as a tool for monitoring lung structure and function in pediatric patients. Expert Rev Respir Med 2023; 17:527-538. [PMID: 37491192 DOI: 10.1080/17476348.2023.2241355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 07/06/2023] [Accepted: 07/24/2023] [Indexed: 07/27/2023]
Abstract
INTRODUCTION Although historically challenging to perform in the lung, technological advancements have made Magnetic Resonance Imaging (MRI) increasingly applicable for pediatric pulmonary imaging. Furthermore, a wide array of functional imaging techniques has become available that may be leveraged alongside structural imaging for increasingly sensitive biomarkers, or as outcome measures in the evaluation of novel therapies. AREAS COVERED In this review, recent technical advancements and modern methodologies for structural and functional lung MRI are described. These include ultrashort echo time (UTE) MRI, free-breathing contrast agent-free, functional lung MRI, and hyperpolarized gas MRI, amongst other techniques. Specific examples of the application of these methods in children are provided, principally drawn from recent research in asthma, bronchopulmonary dysplasia, and cystic fibrosis. EXPERT OPINION Pediatric lung MRI is rapidly growing, and is well poised for clinical utilization, as well as continued research into early disease detection, disease processes, and novel treatments. Structure/function complementarity makes MRI especially attractive as a tool for increased adoption in the evaluation of pediatric lung disease. Looking toward the future, novel technologies, such as low-field MRI and artificial intelligence, mitigate some of the traditional drawbacks of lung MRI and will aid in improving access to MRI in general, potentially spurring increased adoption and demand for pulmonary MRI in children.
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Affiliation(s)
- Brandon Zanette
- Translational Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada
| | - Mary-Louise C Greer
- Department of Diagnostic Imaging, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Theo J Moraes
- Translational Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Pediatrics, Hospital for Sick Children, Toronto, ON, Canada
| | - Felix Ratjen
- Translational Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Giles Santyr
- Translational Medicine Program, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
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Elders BBLJ, Kersten CM, Hermelijn SM, Wielopolski PA, Tiddens HAWM, Schnater JM, Ciet P. Congenital lung abnormalities on magnetic resonance imaging: the CLAM study. Eur Radiol 2023; 33:4767-4779. [PMID: 36826502 PMCID: PMC10290040 DOI: 10.1007/s00330-023-09458-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 01/26/2023] [Accepted: 02/03/2023] [Indexed: 02/25/2023]
Abstract
OBJECTIVES Follow-up of congenital lung abnormalities (CLA) is currently done with chest computer tomography (CT). Major disadvantages of CT are exposure to ionizing radiation and need for contrast enhancement to visualise vascularisation. Chest magnetic resonance imaging (MRI) could be a safe alternative to image CLA without using contrast agents. The objective of this cohort study was to develop a non-contrast MRI protocol for the follow-up of paediatric CLA patients, and to compare findings on MRI to postnatal CT in school age CLA patients. METHODS Twenty-one CLA patients, 4 after surgical resection and 17 unoperated (mean age 12.8 (range 9.4-15.9) years), underwent spirometry and chest MRI. MRI was compared to postnatal CT on appearance and size of the lesion, and lesion associated abnormalities, such as hyperinflation and atelectasis. RESULTS By comparing school-age chest MRI to postnatal CT, radiological appearance and diagnostic interpretation of the type of lesion changed in 7 (41%) of the 17 unoperated patients. In unoperated patients, the relative size of the lesion in relation to the total lung volume remained stable (0.9% (range - 6.2 to + 6.7%), p = 0.3) and the relative size of lesion-associated parenchymal abnormalities decreased (- 2.2% (range - 0.8 to + 2.8%), p = 0.005). CONCLUSION Non-contrast-enhanced chest MRI was able to identify all CLA-related lung abnormalities. Changes in radiological appearance between MRI and CT were related to CLA changes, patients' growth, and differences between imaging modalities. Further validation is needed for MRI to be introduced as a safe imaging method for the follow-up of paediatric CLA patients. KEY POINTS • Non-contrast-enhanced chest MRI is able to identify anatomical lung changes related to congenital lung abnormalities, including vascularisation. • At long-term follow-up, the average size of congenital lung abnormalities in relation to normal lung volume remains stable. • At long-term follow-up, the average size of congenital lung abnormalities associated parenchymal abnormalities such as atelectasis in relation to normal lung volume decreases.
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Affiliation(s)
- Bernadette B L J Elders
- Department of Paediatric Pulmonology and Allergology, Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Casper M Kersten
- Department of Paediatric Surgery, Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Sergei M Hermelijn
- Department of Paediatric Surgery, Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Piotr A Wielopolski
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Harm A W M Tiddens
- Department of Paediatric Pulmonology and Allergology, Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - J Marco Schnater
- Department of Paediatric Surgery, Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Pierluigi Ciet
- Department of Paediatric Pulmonology and Allergology, Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Rotterdam, The Netherlands.
- Department of Radiology and Nuclear Medicine, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, The Netherlands.
- Radiology Department, University of Cagliari, Cagliari, Italy.
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Longuefosse A, Raoult J, Benlala I, Denis de Senneville B, Benkert T, Macey J, Bui S, Berger P, Ferretti G, Gaubert JY, Liberge R, Hutt A, Morel B, Laurent F, Baldacci F, Dournes G. Generating High-Resolution Synthetic CT from Lung MRI with Ultrashort Echo Times: Initial Evaluation in Cystic Fibrosis. Radiology 2023; 308:e230052. [PMID: 37404152 DOI: 10.1148/radiol.230052] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
Background Lung MRI with ultrashort echo times (UTEs) enables high-resolution and radiation-free morphologic imaging; however, its image quality is still lower than that of CT. Purpose To assess the image quality and clinical applicability of synthetic CT images generated from UTE MRI by a generative adversarial network (GAN). Materials and Methods This retrospective study included patients with cystic fibrosis (CF) who underwent both UTE MRI and CT on the same day at one of six institutions between January 2018 and December 2022. The two-dimensional GAN algorithm was trained using paired MRI and CT sections and tested, along with an external data set. Image quality was assessed quantitatively by measuring apparent contrast-to-noise ratio, apparent signal-to-noise ratio, and overall noise and qualitatively by using visual scores for features including artifacts. Two readers evaluated CF-related structural abnormalities and used them to determine clinical Bhalla scores. Results The training, test, and external data sets comprised 82 patients with CF (mean age, 21 years ± 11 [SD]; 42 male), 28 patients (mean age, 18 years ± 11; 16 male), and 46 patients (mean age, 20 years ± 11; 24 male), respectively. In the test data set, the contrast-to-noise ratio of synthetic CT images (median, 303 [IQR, 221-382]) was higher than that of UTE MRI scans (median, 9.3 [IQR, 6.6-35]; P < .001). The median signal-to-noise ratio was similar between synthetic and real CT (88 [IQR, 84-92] vs 88 [IQR, 86-91]; P = .96). Synthetic CT had a lower noise level than real CT (median score, 26 [IQR, 22-30] vs 42 [IQR, 32-50]; P < .001) and the lowest level of artifacts (median score, 0 [IQR, 0-0]; P < .001). The concordance between Bhalla scores for synthetic and real CT images was almost perfect (intraclass correlation coefficient, ≥0.92). Conclusion Synthetic CT images showed almost perfect concordance with real CT images for the depiction of CF-related pulmonary alterations and had better image quality than UTE MRI. Clinical trial registration no. NCT03357562 © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Schiebler and Glide-Hurst in this issue.
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Affiliation(s)
- Arthur Longuefosse
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Julien Raoult
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Ilyes Benlala
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Baudouin Denis de Senneville
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Thomas Benkert
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Julie Macey
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Stéphanie Bui
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Patrick Berger
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Gilbert Ferretti
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Jean-Yves Gaubert
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Renan Liberge
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Antoine Hutt
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Baptiste Morel
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - François Laurent
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Fabien Baldacci
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
| | - Gaël Dournes
- From the Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, CIC 1401, Université Bordeaux Segalen, LaBRI, Mathematical Institute of Bordeaux (IMB), 146 rue Léo Saignat, 33076 Bordeaux, France (A.L., I.B., B.D.d.S., P.B., F.L., F.B., G.D.); CNRS, Bordeaux INP, LaBRI, UMR 5800, Bordeaux INP, UMR 5251, Talence, France (A.L., B.D.d.S., F.B.); CHU de Bordeaux, Service d'Imagerie Cardiovasculaire et Thoracique, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Centre de référence pédiatrique de la mucoviscidose, CIC 1401, Pessac, France (J.R., I.B., J.M., S.B., P.B., F.L., G.D.); INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France (I.B., P.B., F.L., G.D.); MR Application Predevelopment, Siemens Healthcare, Erlangen, Germany (T.B.); Department of Radiology, Grenoble-Alpes University Hospital, Grenoble, France (G.F.); Imaging Department, Hôpital La Timone, APHM, Aix Marseille University, Marseille, France (J.Y.G.); Department of Radiology, CHU Nantes, Nantes, France (R.L.); Department of Thoracic Imaging, Heart & Lung Institute, Lille, France (A.H.); and Pediatric Radiology Department, Clocheville Hospital, CHRU de Tours, Tours, France (B.M.)
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Chan HF, Smith LJ, Biancardi AM, Bray J, Marshall H, Hughes PJC, Collier GJ, Rao M, Norquay G, Swift AJ, Hart K, Cousins M, Watkins WJ, Wild JM, Kotecha S. Image Phenotyping of Preterm-Born Children Using Hyperpolarized 129Xe Lung Magnetic Resonance Imaging and Multiple-Breath Washout. Am J Respir Crit Care Med 2023; 207:89-100. [PMID: 35972833 PMCID: PMC9952860 DOI: 10.1164/rccm.202203-0606oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 08/16/2022] [Indexed: 02/03/2023] Open
Abstract
Rationale: Preterm birth is associated with low lung function in childhood, but little is known about the lung microstructure in childhood. Objectives: We assessed the differential associations between the historical diagnosis of bronchopulmonary dysplasia (BPD) and current lung function phenotypes on lung ventilation and microstructure in preterm-born children using hyperpolarized 129Xe ventilation and diffusion-weighted magnetic resonance imaging (MRI) and multiple-breath washout (MBW). Methods: Data were available from 63 children (aged 9-13 yr), including 44 born preterm (⩽34 weeks' gestation) and 19 term-born control subjects (⩾37 weeks' gestation). Preterm-born children were classified, using spirometry, as prematurity-associated obstructive lung disease (POLD; FEV1 < lower limit of normal [LLN] and FEV1/FVC < LLN), prematurity-associated preserved ratio of impaired spirometry (FEV1 < LLN and FEV1/FVC ⩾ LLN), preterm-(FEV1 ⩾ LLN) and term-born control subjects, and those with and without BPD. Ventilation heterogeneity metrics were derived from 129Xe ventilation MRI and SF6 MBW. Alveolar microstructural dimensions were derived from 129Xe diffusion-weighted MRI. Measurements and Main Results: 129Xe ventilation defect percentage and ventilation heterogeneity index were significantly increased in preterm-born children with POLD. In contrast, mean 129Xe apparent diffusion coefficient, 129Xe apparent diffusion coefficient interquartile range, and 129Xe mean alveolar dimension interquartile range were significantly increased in preterm-born children with BPD, suggesting changes of alveolar dimensions. MBW metrics were all significantly increased in the POLD group compared with preterm- and term-born control subjects. Linear regression confirmed the differential effects of obstructive disease on ventilation defects and BPD on lung microstructure. Conclusion: We show that ventilation abnormalities are associated with POLD, and BPD in infancy is associated with abnormal lung microstructure.
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Affiliation(s)
- Ho-Fung Chan
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Laurie J. Smith
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Alberto M. Biancardi
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Jody Bray
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Helen Marshall
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Paul J. C. Hughes
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Guilhem J. Collier
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Madhwesha Rao
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Graham Norquay
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Andrew J. Swift
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Kylie Hart
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neonatal Unit, Cardiff and Vale University Health Board, Cardiff, United Kingdom
| | - Michael Cousins
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neonatal Unit, Cardiff and Vale University Health Board, Cardiff, United Kingdom
| | - W. John Watkins
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Jim M. Wild
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Sailesh Kotecha
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neonatal Unit, Cardiff and Vale University Health Board, Cardiff, United Kingdom
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10
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Practical protocol for lung magnetic resonance imaging and common clinical indications. Pediatr Radiol 2022; 52:295-311. [PMID: 34037828 PMCID: PMC8150155 DOI: 10.1007/s00247-021-05090-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 02/23/2021] [Accepted: 04/20/2021] [Indexed: 12/22/2022]
Abstract
Imaging speed, spatial resolution and availability have made CT the favored cross-sectional imaging modality for evaluating various respiratory diseases of children - but only for the price of a radiation exposure. MRI is increasingly being appreciated as an alternative to CT, not only for offering three-dimensional (3-D) imaging without radiation exposure at only slightly inferior spatial resolution, but also for its superior soft-tissue contrast and exclusive morpho-functional imaging capacities beyond the scope of CT. Continuing technical improvements and experience with this so far under-utilized modality contribute to a growing acceptance of MRI for an increasing number of indications, in particular for pediatric patients. This review article provides the reader with practical easy-to-use protocols for common clinical indications in children. This is intended to encourage pediatric radiologists to appreciate the new horizons for applications of this rapidly evolving technique in the field of pediatric respiratory diseases.
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11
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Renz DM, Herrmann KH, Kraemer M, Boettcher J, Waginger M, Krueger PC, Pfeil A, Streitparth F, Kentouche K, Gruhn B, Mainz JG, Stenzel M, Teichgraeber UK, Reichenbach JR, Mentzel HJ. Ultrashort echo time MRI of the lung in children and adolescents: comparison with non-enhanced computed tomography and standard post-contrast T1w MRI sequences. Eur Radiol 2021; 32:1833-1842. [PMID: 34668994 PMCID: PMC8831263 DOI: 10.1007/s00330-021-08236-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 07/12/2021] [Accepted: 07/28/2021] [Indexed: 12/19/2022]
Abstract
Objectives To compare the diagnostic value of ultrashort echo time (UTE) magnetic resonance imaging (MRI) for the lung versus the gold standard computed tomography (CT) and two T1-weighted MRI sequences in children. Methods Twenty-three patients with proven oncologic disease (14 male, 9 female; mean age 9.0 + / − 5.4 years) received 35 low-dose CT and MRI examinations of the lung. The MRI protocol (1.5-T) included the following post-contrast sequences: two-dimensional (2D) incoherent gradient echo (GRE; acquisition with breath-hold), 3D volume interpolated GRE (breath-hold), and 3D high-resolution radial UTE sequences (performed during free-breathing). Images were evaluated by considering image quality as well as distinct diagnosis of pulmonary nodules and parenchymal areal opacities with consideration of sizes and characterisations. Results The UTE technique showed significantly higher overall image quality, better sharpness, and fewer artefacts than both other sequences. On CT, 110 pulmonary nodules with a mean diameter of 4.9 + / − 2.9 mm were detected. UTE imaging resulted in a significantly higher detection rate compared to both other sequences (p < 0.01): 76.4% (84 of 110 nodules) for UTE versus 60.9% (67 of 110) for incoherent GRE and 62.7% (69 of 110) for volume interpolated GRE sequences. The detection of parenchymal areal opacities by the UTE technique was also significantly higher with a rate of 93.3% (42 of 45 opacities) versus 77.8% (35 of 45) for 2D GRE and 80.0% (36 of 45) for 3D GRE sequences (p < 0.05). Conclusion The UTE technique for lung MRI is favourable in children with generally high diagnostic performance compared to standard T1-weighted sequences as well as CT. Key Points • Due to the possible acquisition during free-breathing of the patients, the UTE MRI sequence for the lung is favourable in children. • The UTE technique reaches higher overall image quality, better sharpness, and lower artefacts, but not higher contrast compared to standard post-contrast T1-weighted sequences. • In comparison to the gold standard chest CT, the detection rate of small pulmonary nodules small nodules ≤ 4 mm and subtle parenchymal areal opacities is higher with the UTE imaging than standard T1-weighted sequences. Supplementary Information The online version contains supplementary material available at 10.1007/s00330-021-08236-7.
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Affiliation(s)
- Diane M Renz
- Department of Paediatric Radiology, Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
| | - Karl-Heinz Herrmann
- Medical Physics Group, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Martin Kraemer
- Medical Physics Group, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | | | - Matthias Waginger
- Department of Paediatric Radiology, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Paul-Christian Krueger
- Department of Paediatric Radiology, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Alexander Pfeil
- Department of Internal Medicine III, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Florian Streitparth
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University, Munich, Germany
| | - Karim Kentouche
- Department of Paediatrics, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Bernd Gruhn
- Department of Paediatrics, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Jochen G Mainz
- Department of Paediatric Pulmonology and Cystic Fibrosis, Brandenburg Medical School, University Hospital, Brandenburg, Germany
| | - Martin Stenzel
- Department of Paediatric Radiology, Children´s Hospital, Cologne, Germany
| | - Ulf K Teichgraeber
- Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Juergen R Reichenbach
- Medical Physics Group, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
| | - Hans-Joachim Mentzel
- Department of Paediatric Radiology, Institute of Diagnostic and Interventional Radiology, Jena University Hospital, Friedrich-Schiller-University, Jena, Germany
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12
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Fayon M, Beaufils F. The lower respiratory airway wall in children in health and disease. ERJ Open Res 2021; 7:00874-2020. [PMID: 34322550 PMCID: PMC8311136 DOI: 10.1183/23120541.00874-2020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 03/24/2021] [Indexed: 02/06/2023] Open
Abstract
Alone or in association with other lung or thorax component disorders, the airway wall (AWW) remains one of the most frequently involved elements in paediatric lung diseases. A myriad of AWW disorders will present with similar symptomatology. It is thus important for the clinician to reappraise the normal development and structure of the AWW to better understand the underlying disease patterns. We herein provide an overview of the structure of the AWW and a description of its development from the fetal period to adulthood. We also detail the most common AWW changes observed in several acute and chronic respiratory disorders as well as after cigarette smoke or chronic pollution exposure. We then describe the relationship between the AWW structure and lung function. In addition, we present the different ways of investigating the AWW structure, from biopsies and histological analyses to the most recent noninvasive airway (AW) imaging techniques. Understanding the pathophysiological processes involved in an individual patient will lead to the judicious choice of nonspecific or specific personalised treatments, in order to prevent irreversible AW damage.
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Affiliation(s)
- Michael Fayon
- Université de Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, Bordeaux Imaging Center, Bordeaux, France
- CHU de Bordeaux, Département de Pédiatrie, Service d'Exploration Fonctionnelle Respiratoire, Bordeaux, France
- INSERM, Centre d'Investigation Clinique (CIC1401), Bordeaux, France
| | - Fabien Beaufils
- Université de Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, INSERM U1045, Bordeaux Imaging Center, Bordeaux, France
- CHU de Bordeaux, Département de Pédiatrie, Service d'Exploration Fonctionnelle Respiratoire, Bordeaux, France
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13
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Geiger J, Zeimpekis KG, Jung A, Moeller A, Kellenberger CJ. Clinical application of ultrashort echo-time MRI for lung pathologies in children. Clin Radiol 2021; 76:708.e9-708.e17. [PMID: 34120734 DOI: 10.1016/j.crad.2021.05.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 05/20/2021] [Indexed: 01/05/2023]
Abstract
Lung magnetic resonance imaging (MRI) is considered to be challenging, because the low proton density of the tissue, fast signal decay, and respiratory artefacts hamper adequate image quality. MRI of the lungs and thorax is increasingly used in the paediatric population, because it is a radiation-free alternative to chest CT. Recently, ultrashort echo-time (UTE) sequences have been introduced into clinical MRI protocols, in order to improve the contrast-to-noise ratio due to reduced susceptibility artefacts and to depict structural alterations comparable to CT. The purpose of this review is to provide an overview of various clinical conditions and pathologies in the paediatric chest depicted by an UTE sequence, the so-called three-dimensional (3D) Cones sequence, in comparison with conventional MRI sequences. Besides describing typical features of cystic fibrosis, we present UTE application in other more or less common paediatric lung pathologies, for instance, interstitial pneumopathies, pulmonary infections, and congenital pulmonary malformations.
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Affiliation(s)
- J Geiger
- Department of Diagnostic Imaging, University Children's Hospital Zürich, Zürich, Switzerland; University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland.
| | - K G Zeimpekis
- Department of Nuclear Medicine, University Hospital Zürich, Zürich, Switzerland; Department of Electrical Engineering and Information Technology, ETH Zürich, Zürich, Switzerland
| | - A Jung
- University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland; Division of Respiratory Medicine and Cystic Fibrosis, University Children's Hospital Zürich, Zürich, Switzerland
| | - A Moeller
- University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland; Division of Respiratory Medicine and Cystic Fibrosis, University Children's Hospital Zürich, Zürich, Switzerland
| | - C J Kellenberger
- Department of Diagnostic Imaging, University Children's Hospital Zürich, Zürich, Switzerland; University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland
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14
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Dournes G, Walkup LL, Benlala I, Willmering MM, Macey J, Bui S, Laurent F, Woods JC. The Clinical Use of Lung MRI in Cystic Fibrosis: What, Now, How? Chest 2020; 159:2205-2217. [PMID: 33345950 PMCID: PMC8579315 DOI: 10.1016/j.chest.2020.12.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 11/24/2020] [Accepted: 12/03/2020] [Indexed: 12/19/2022] Open
Abstract
To assess airway and lung parenchymal damage noninvasively in cystic fibrosis (CF), chest MRI has been historically out of the scope of routine clinical imaging because of technical difficulties such as low proton density and respiratory and cardiac motion. However, technological breakthroughs have emerged that dramatically improve lung MRI quality (including signal-to-noise ratio, resolution, speed, and contrast). At the same time, novel treatments have changed the landscape of CF clinical care. In this contemporary context, there is now consensus that lung MRI can be used clinically to assess CF in a radiation-free manner and to enable quantification of lung disease severity. MRI can now achieve three-dimensional, high-resolution morphologic imaging, and beyond this morphologic information, MRI may offer the ability to sensitively differentiate active inflammation vs scarring tissue. MRI could also characterize various forms of inflammation for early guidance of treatment. Moreover, functional information from MRI can be used to assess regional, small-airway disease with sensitivity to detect small changes even in patients with mild CF. Finally, automated quantification methods have emerged to support conventional visual analyses for more objective and reproducible assessment of disease severity. This article aims to review the most recent developments of lung MRI, with a focus on practical application and clinical value in CF, and the perspectives on how these modern techniques may converge and impact patient care soon.
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Affiliation(s)
- Gaël Dournes
- University of Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France; Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
| | - Laura L Walkup
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH
| | - Ilyes Benlala
- University of Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Matthew M Willmering
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Julie Macey
- CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Stephanie Bui
- CHU Bordeaux, Hôpital Pellegrin-Enfants, Pediatric Cystic Fibrosis Reference Center (CRCM), Centre d'Investigation Clinique (CIC 1401), Bordeaux, France
| | - François Laurent
- University of Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH
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15
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Quantification of muco-obstructive lung disease variability in mice via laboratory X-ray velocimetry. Sci Rep 2020; 10:10859. [PMID: 32616726 PMCID: PMC7331693 DOI: 10.1038/s41598-020-67633-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 05/29/2020] [Indexed: 11/08/2022] Open
Abstract
To effectively diagnose, monitor and treat respiratory disease clinicians should be able to accurately assess the spatial distribution of airflow across the fine structure of lung. This capability would enable any decline or improvement in health to be located and measured, allowing improved treatment options to be designed. Current lung function assessment methods have many limitations, including the inability to accurately localise the origin of global changes within the lung. However, X-ray velocimetry (XV) has recently been demonstrated to be a sophisticated and non-invasive lung function measurement tool that is able to display the full dynamics of airflow throughout the lung over the natural breathing cycle. In this study we present two developments in XV analysis. Firstly, we show the ability of laboratory-based XV to detect the patchy nature of cystic fibrosis (CF)-like disease in β-ENaC mice. Secondly, we present a technique for numerical quantification of CF-like disease in mice that can delineate between two major modes of disease symptoms. We propose this analytical model as a simple, easy-to-interpret approach, and one capable of being readily applied to large quantities of data generated in XV imaging. Together these advances show the power of XV for assessing local airflow changes. We propose that XV should be considered as a novel lung function measurement tool for lung therapeutics development in small animal models, for CF and for other muco-obstructive diseases.
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16
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Beel E, Aukland SM, Boon M, Vermeulen F, Debeer A, Proesmans M. Chest CT scoring for evaluation of lung sequelae in congenital diaphragmatic hernia survivors. Pediatr Pulmonol 2020; 55:740-746. [PMID: 31945271 DOI: 10.1002/ppul.24645] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 12/27/2019] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Data on long-term structural lung abnormalities in survivors of congenital diaphragmatic hernia (CDH) is scarce. The purpose of this study was to develop a chest computed tomography (CT) score to assess the structural lung sequelae in CDH survivors and to study the correlation between the CT scoring and clinical parameters in the neonatal period and at 1 year of follow-up. METHODS A prospective, clinical follow-up program is organised for CDH survivors at the University Hospital of Leuven including a chest CT at the age of 1 year. The CT scoring used and evaluated, named CDH-CT score, was adapted from the revised Aukland score for chronic lung disease of prematurity. RESULTS Thirty-five patients were included. All CT scans showed some pulmonary abnormalities, ranging from very mild to severe. The mean total CT score was 16 (IQR: 9-23), with the greatest contribution from the subscores for decreased attenuation (5; IQR: 2-8), subpleural linear and triangular opacities (4; IQR: 3-5), and atelectasis/consolidation (2; IQR: 1-3). Interobserver and intraobserver agreement was very good for the total score (ICC coefficient > 0.9). Total CT score correlated with number of neonatal days ventilated/on oxygen as well as with respiratory symptoms and feeding problems at 1 year of age. CONCLUSION The CDH-CT scoring tool has a good intraobserver and interobserver repeatability and correlates with relevant clinical parameters. This holds promise for its use in clinical follow-up and as outcome parameter in clinical interventional studies.
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Affiliation(s)
- Emma Beel
- Department of Paediatric Intensive Care, Ghent University Hospital, Ghent, Belgium
| | - Stein M Aukland
- Department of Clinical Medicine, University of Bergen, Bergen, Norway.,Department of Radiology, Haukeland University Hospital, Bergen, Norway
| | - Mieke Boon
- Department of Pediatrics, UZ Leuven, University Hospital Leuven, Leuven, Herestraat, Belgium
| | - François Vermeulen
- Department of Pediatrics, UZ Leuven, University Hospital Leuven, Leuven, Herestraat, Belgium
| | - Anne Debeer
- Department of Neonatal Intensive Care, UZ Leuven, University Hospital Leuven, Leuven, Herestraat, Belgium
| | - Marijke Proesmans
- Department of Pediatrics, UZ Leuven, University Hospital Leuven, Leuven, Herestraat, Belgium
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17
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Loebinger MR, Polverino E, Blasi F, Elborn SJ, Chalmers JD, Tiddens HA, Goossens H, Tunney M, Zhou W, Angyalosi G, Hill AT, Haworth CS. Efficacy and safety of tobramycin inhalation powder in bronchiectasis patients with P. aeruginosa infection: Design of a dose-finding study (iBEST-1). Pulm Pharmacol Ther 2019; 58:101834. [PMID: 31433997 DOI: 10.1016/j.pupt.2019.101834] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 08/17/2019] [Indexed: 01/26/2023]
Abstract
In patients with bronchiectasis (BE), infection with Pseudomonas aeruginosa (Pa) results in disease progression, frequent pulmonary exacerbations and lung function decline. However, at present, no inhaled antibiotics have been approved for the treatment of these patients. Tobramycin inhalation powder (TIP), approved for treatment of Pa infection in cystic fibrosis, could be a promising candidate. We aimed to assess effective and well-tolerated doses and regimens of TIP in BE patients with Pa infection. In this phase II, double-blind, placebo-controlled, randomised study, three different daily doses of TIP are administered either as continuous or cyclical regimens. The study protocol comprises 7-28 days of screening, 112 days of double-blind treatment and 56 days of follow-up. The plan was to enrol 180 patients (aged ≥18 years) with BE, documented Pa infection and a history of exacerbations. The primary outcome is change in sputum Pa density from baseline. Key secondary outcomes include number of pulmonary exacerbations, use of antipseudomonal antibiotics, serum and sputum tobramycin concentrations, quality of life and safety. Exploratory endpoints include lung clearance index, sputum inflammatory markers and microbiome analysis. As of October 2018, 107/180 patients were enrolled at 34 sites (six countries) following which recruitment was closed for administrative reasons unrelated to safety findings. Despite a reduced sample size from initially planned enrolment, the unique design may inform the benefit-risk profile of TIP in BE patients with chronic Pa infection. Moreover, several novel and exploratory endpoints (lung clearance index, inflammatory biomarkers, lung microbiome), will contribute to the advancement of research in this area.
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Affiliation(s)
- Michael R Loebinger
- Host Defence Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom; Imperial College London, London, United Kingdom.
| | - Eva Polverino
- Respiratory Disease Department, Vall d' Hebron University Hospital - VHIR, CIBER, Barcelona, Spain
| | - Francesco Blasi
- Internal Medicine Department, Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Stuart J Elborn
- Halo Research Group, Centre for Experimental Medicine, Queen's University Belfast, Belfast, United Kingdom; Imperial College and Royal Brompton Hospital and Harefield NHS Foundation Trust, London, United Kingdom
| | - James D Chalmers
- Scottish Centre for Respiratory Research, University of Dundee, Ninewells Hospital and Medical School, Dundee, Scotland, United Kingdom
| | - Harm Awm Tiddens
- Department of Paediatric Pulmonology and Allergology, Erasmus Medical Centre Sophia Children's Hospital, Rotterdam, the Netherlands; Department of Radiology and Nuclear Medicine, Erasmus Medical Centre Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Herman Goossens
- Department of Clinical Microbiology, University Hospital Antwerp, Antwerp, Belgium
| | - Michael Tunney
- Halo Research Group, School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | | | | | - Adam T Hill
- Respiratory Medicine, Royal Infirmary of Edinburgh, and University of Edinburgh, Edinburgh, United Kingdom
| | - Charles S Haworth
- Cambridge Centre for Lung Infection, Royal Papworth Hospital NHS Foundation Trust, Cambridge, United Kingdom
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18
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Abstract
Chest radiographs and CT scans have been the cornerstone of pulmonary imaging given their advantages of being rapid and easily available techniques. However, a significant concern with their use in the pediatric population is the associated ionisation radiation. The use of magnetic resonance imaging (MRI) in pulmonary imaging has lagged behind its adoption in other organ systems. Previously, the lung parenchyma was considered difficult to evaluate by magnetic resonance due to low proton density in the pulmonary tissue, susceptibility artefacts within the lungs, and respiratory motion artefacts. However, in recent years, there have been a multitude of technical advancements to overcome these limitations. MRI can be an excellent radiation-free alternative in patients who require protracted follow-up like in cases such as cystic fibrosis, complicated pneumonias, tuberculosis and mediastinal neoplasms. An added advantage of MRI is that it can provide functional information in addition to the structural information provided by traditional imaging techniques. One of the major reasons of limited use of MRI despite its established utility is the lack of clarity regarding its indications, and a paucity of data on tailored MRI protocols customised to clinical needs. This article aims to review the basic MRI techniques, indications and terminologies used in chest imaging, with special emphasis on imaging findings of common pathologies in the pediatric population.
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Affiliation(s)
- Savinay Kapur
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Ashu Seith Bhalla
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, 110029, India.
| | - Manisha Jana
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, 110029, India
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Liszewski MC, Ciet P, Lee EY. MR Imaging of Lungs and Airways in Children:. Magn Reson Imaging Clin N Am 2019; 27:201-225. [DOI: 10.1016/j.mric.2019.01.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Zirpoli S, Munari AM, Primolevo A, Scarabello M, Costanzo S, Farolfi A, Lista G, Zoia E, Zuccotti GV, Riccipetitoni G, Righini A. Agreement between magnetic resonance imaging and computed tomography in the postnatal evaluation of congenital lung malformations: a pilot study. Eur Radiol 2019; 29:4544-4554. [PMID: 30796572 DOI: 10.1007/s00330-019-06042-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 12/20/2018] [Accepted: 01/24/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVES To compare postnatal magnetic resonance imaging (MRI) with the reference standard computed tomography (CT) in the identification of the key features for diagnosing different types of congenital lung malformation (CLM). METHODS Respiratory-triggered T2-weighted single-shot turbo spin echo (ss-TSE), respiratory-triggered T1-weighted turbo field echo (TFE), balanced fast field echo (BFFE), and T2-weighted MultiVane sequences were performed at 1.5 T on 20 patients prospectively enrolled. Two independent radiologists examined the postnatal CT and MRI evaluating the presence of cysts, hyperinflation, solid component, abnormal arteries and/or venous drainage, and bronchocele. Diagnostic performance of MRI was calculated and the agreement between the findings was assessed using the McNemar-Bowker test. Interobserver agreement was measured with the kappa coefficient. RESULTS CT reported five congenital pulmonary airway malformations (CPAMs), eight segmental bronchial atresias, five bronchopulmonary sequestrations (BPS), one congenital lobar overinflation, one bronchogenic cyst, and three hybrid lesions. MRI reported the correct diagnosis in 19/20 (95%) patients and the malformation was correctly classified in 22/23 cases (96%). MRI correctly identified all the key findings described on the CT except for the abnormal vascularization (85.7% sensitivity, 100% specificity, 100% PPV, 94.1% NPV, 95% accuracy for arterial vessels; 57.1% sensitivity, 100% specificity, 100% PPV, 84.2% NPV, 87% accuracy for venous drainage). CONCLUSIONS MRI can represent an effective alternative to CT in the postnatal assessment of CLM. In order to further narrow the gap with CT, the use of contrast material and improvements in sequence design are needed to obtain detailed information on vascularization, which is essential for surgical planning. KEY POINTS • Congenital lung malformations (CLMs) can be effectively studied by MRI avoiding radiation exposure. • Crucial features of CLM have similar appearance when comparing CT with MRI. • MRI performs very well in CLM except for aberrant vessel detection and characterization.
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Affiliation(s)
- Salvatore Zirpoli
- Pediatric Radiology and Neuroradiology, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy.
| | - Alice Marianna Munari
- Pediatric Radiology and Neuroradiology, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | | | - Marco Scarabello
- Postgraduate School in Radiodiagnostics, Università degli Studi di Milano, Via Festa del Perdono 7, 20122, Milan, Italy
| | - Sara Costanzo
- Department of Pediatric Surgery, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | - Andrea Farolfi
- Department of Pediatrics, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | - Gianluca Lista
- Neonatal Intensive Care Unit, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | - Elena Zoia
- Pediatric Intensive Care Unit, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | - Gian Vincenzo Zuccotti
- Department of Pediatrics, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | - Giovanna Riccipetitoni
- Department of Pediatric Surgery, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
| | - Andrea Righini
- Pediatric Radiology and Neuroradiology, ASST Fatebenefratelli-Sacco Milano, Children's Hospital V. Buzzi, Via Castelvetro 32, 20154, Milan, Italy
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21
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Epaud R. An update on paediatric respiratory diseases. Eur Respir Rev 2018; 27:27/147/180013. [PMID: 29622673 PMCID: PMC9489030 DOI: 10.1183/16000617.0013-2018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Accepted: 03/15/2018] [Indexed: 12/02/2022] Open
Abstract
During the 2017 European Respiratory Society International Congress in Milan, Italy, exciting topics on childhood lung disease were reviewed in the session “Paediatric year in review: update on paediatric pulmonology”. These brief reviews highlighted publications in the field of paediatric lung disease and were presented by well-known experts within the field. An update of paediatric lung diseases including interstitial lung disease, virus causing wheezing disorders and diaphragmatic hernia together with new imaging diagnosis toolshttp://ow.ly/TclX30iZazK
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Affiliation(s)
- Ralph Epaud
- Pediatric Dept, Centre Intercommunal de Créteil, Créteil, France .,Inserm, Unité 955, Equipe 5, Créteil, France.,DHU Ageing Thorax Vessel Blood, Créteil, France.,Centre des Maladies Respiratoires Rare, Respirare®, Paris, France.,Université Paris-Est, Faculté de Médecine, Créteil, France
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