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Fichera G, Cecchin D, Stramare R, Bisogno G, Causin F, Zucchetta P, Giraudo C. Assessment of Lung Nodules in Children With Pediatric Sarcoma Undergoing [18F]-FDG-PET/MR for Staging. Pediatr Blood Cancer 2025; 72:e31622. [PMID: 39992159 DOI: 10.1002/pbc.31622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 01/21/2025] [Accepted: 02/12/2025] [Indexed: 02/25/2025]
Abstract
Bone and soft tissue pediatric sarcomas metastasize to the lungs, and computed tomography (CT) represents the diagnostic gold standard. We aimed to investigate the diagnostic accuracy of turbo inversion recovery magnitude (TIRM), inverted TIRM (inverted turbo inversion recovery magnitude [iTIRM]), and T1-weighted (T1w) controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) DIXON with water contrast for the diagnosis of lung metastases in children who underwent 18F-fluorydexoxyglucose-positron emission tomography/magnetic resonance ([18F]-FDG-PET/MR) for staging. TIRM showed the highest sensitivity (84.62%), whereas iTIRM and T1w had higher specificity (89.13% and 100%, respectively). Magnetic resonance imaging provides a good diagnostic performance for pulmonary metastases in children with sarcomas using both fluid sensitive and T1w sequences.
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Affiliation(s)
- Giulia Fichera
- Pediatric Radiology Unit, Padova University Hospital, Padova, Italy
| | - Diego Cecchin
- Nuclear Medicine Unit, Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Roberto Stramare
- Unit of Advanced Clinical and Translational Imaging, Department of Cardiac, Thoracic, Vascular Sciences and Public Health - DCTV, University of Padova, Padova, Italy
| | - Gianni Bisogno
- Department of Women's and Children's Health, Pediatric Hematology Oncology Division, University of Padova, Padova, Italy
| | | | - Pietro Zucchetta
- Nuclear Medicine Unit, Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Chiara Giraudo
- Unit of Advanced Clinical and Translational Imaging, Department of Cardiac, Thoracic, Vascular Sciences and Public Health - DCTV, University of Padova, Padova, Italy
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2
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FitzMaurice TS, McCann C, Bedi R, Nazareth DS, Walshaw MJ, McNamara PS. Characterisation of respiratory mechanics in adults with CF using dynamic chest radiography. Clin Radiol 2025; 83:106841. [PMID: 40058113 DOI: 10.1016/j.crad.2025.106841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 01/24/2025] [Accepted: 02/03/2025] [Indexed: 03/28/2025]
Abstract
BACKGROUND As the lifespan of people with CF (pwCF) improves, sensitive markers of lung health are needed. Dynamic chest radiography (DCR) is a low ionising radiation dose cineradiographic imaging system that provides real-time information on moving thoracic structures. We examined whether DCR provides quantitative motion analysis that correlates with pulmonary function, anthropometric and clinical variables in pwCF, to explore DCR as a marker of lung health. METHODS In this prospective, observational, single-centre, non-controlled study, participantsunderwent DCR and spirometry. We measured DCR parameters such as diaphragm motion and change in projected lung area (ΔPLA). The study is registered on the ISRCTN registry (ID 64994816). Correlation was assessed using Spearman's coefficient, and relationships between DCR and spirometric variables using linear regression modelling. Descriptive statistics are reported as mean ± standard deviation and median (interquartile range) as appropriate. RESULTS We assessed 129 adult pwCF (age 29[12] years, 48 female, ppFEV1 69±25). Average inspiratory lung area (PLAinsp) was 424±72cm2, and expiratory lung area (PLAexp) 325±68cm2. Left diaphragm motion range was 34±12mm, right 29±12mm. ΔPLA correlated with FEV1 (ρ=0.70,P<0.001). PLAinsp correlated with FVC (ρ=0.56,P<0.001). PLAexp correlated with FEV1/FVC ratio (ρ=-0.49,P<0.001). BMI correlated with ΔPLA (ρ=0.29,P=0.001) and deep breathing hemidiaphragm excursion (right, ρ=0.4,P<0.001; left 0.39,P<0.001). CONCLUSIONS This study is the first to describe diaphragm motion and projected lung areas using DCR in non-exacerbating adult pwCF, and complements work by our group demonstrating change in DCR parameters in pwCF undergoing pharmacological interventions. DCR shows potential as a tool to investigate lung health in pwCF.
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Affiliation(s)
- T S FitzMaurice
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK; Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK.
| | - C McCann
- Liverpool University Teaching Hospitals NHS Foundation Trust, Liverpool, UK
| | - R Bedi
- Department of Bioengineering, University of Washington, Seattle, USA
| | - D S Nazareth
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK; Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - M J Walshaw
- Liverpool Heart and Chest Hospital NHS Foundation Trust, Liverpool, UK; Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - P S McNamara
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK; Alder Hey Children's Hospital, Liverpool, UK
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Munidasa S, Zanette B, Dumas M, Wee W, Braganza S, Li D, Ratjen F, Santyr G. Comparison of 3D UTE free-breathing lung MRI with hyperpolarized 129Xe MRI in pediatric cystic fibrosis. Magn Reson Med 2025; 93:775-787. [PMID: 39285622 PMCID: PMC11604841 DOI: 10.1002/mrm.30299] [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: 03/28/2024] [Revised: 08/12/2024] [Accepted: 08/28/2024] [Indexed: 11/30/2024]
Abstract
PURPOSE To compare phase-resolved functional lung (PREFUL) regional ventilation derived from a free breathing 3D UTE radial MRI acquisition to hyperpolarized 129Xe-MRI (Xe-MRI), conventional 2D multi-slice PREFUL MRI, and pulmonary function tests in pediatric cystic fibrosis (CF) lung disease. METHODS Free-breathing 3D UTE and 2D multi-slice 1H MRI as well as Xe-MRI were acquired in 12 stable pediatric CF patients. Using PREFUL, regional ventilation (RVent) maps were calculated from the free-breathing data. Ventilation defect percentage (VDP) was determined from 3D and 2D RVent maps (2D VDPRVent and 3D VDPRVent, respectively) and Xe-MRI ventilation (VDPXe). VDP was calculated for the whole lung and for eight regions based on left/right, anterior/posterior, and superior/inferior divisions of the lung. Global and regional VDP was compared between the three methods using Bland-Altman analysis, linear mixed model-based correlation, and one-way analysis of variance and multiple comparisons tests. RESULTS Global 3D VDPRVent, VDPXe, and 2D VDPRVent were all strongly correlated (all R2 > 0.62, p < 0.0001) and showed minimal, non-significant bias (all <2%, p > 0.05). Three dimensional and 2D VDPRVent significantly correlated to VDPXe in most of the separate lung regions (R2 = 0.18-0.74, p < 0.04), but showed lower inter-agreement. The superior/anterior lung regions showed the least agreement between all three methods (all p > 0.12). CONCLUSION Absolute VDP assessed by 3D UTE PREFUL MRI showed good global agreement with Xe-MRI and 2D multi-slice PREFUL MRI in pediatric CF lung disease. Therefore, 3D UTE PREFUL MRI offers a sensitive and potentially more accessible alternative to Xe-MRI for regional volumetric evaluation of ventilation.
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Affiliation(s)
- Samal Munidasa
- Translational Medicine ProgramThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
| | - Brandon Zanette
- Translational Medicine ProgramThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Marie‐Pier Dumas
- Division of Respiratory MedicineThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Wallace Wee
- Division of Respiratory MedicineThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Sharon Braganza
- Translational Medicine ProgramThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Daniel Li
- Translational Medicine ProgramThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Felix Ratjen
- Translational Medicine ProgramThe Hospital for Sick ChildrenTorontoOntarioCanada
- Division of Respiratory MedicineThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Giles Santyr
- Translational Medicine ProgramThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
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Dournes G, Benlala I. Breaking new ground in COPD imaging: 3D-PREFUL MRI versus traditional techniques. Eur Radiol 2025; 35:940-942. [PMID: 39136710 DOI: 10.1007/s00330-024-10994-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 02/01/2025]
Affiliation(s)
- Gaël Dournes
- Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, University of Bordeaux, INSERM, 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.
- Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, INSERM, CIC 1401, F-33600, Pessac, France.
| | - Ilyes Benlala
- Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, University of Bordeaux, INSERM, 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
- Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, INSERM, CIC 1401, F-33600, Pessac, France
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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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Landini N. MRI and zero or ultra-short echo-time sequences in secondary interstitial lung diseases: current applicability and future perspectives. Eur Radiol 2025:10.1007/s00330-025-11378-7. [PMID: 39890620 DOI: 10.1007/s00330-025-11378-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 12/05/2024] [Accepted: 12/17/2024] [Indexed: 02/03/2025]
Affiliation(s)
- Nicholas Landini
- Department of Radiological Sciences, Oncology and Pathology, "Sapienza" University, Policlinico Umberto I, Rome, Italy.
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Schwarz R, Schäfer JF, Utz P, Graepler-Mainka U, Dittmann H, Kraus MS, Esser M. Application of low-dose FDG-PET/MRI for quantification of lung changes in pediatric patients with cystic fibrosis: a new inflammatory index. Quant Imaging Med Surg 2025; 15:189-202. [PMID: 39838989 PMCID: PMC11744157 DOI: 10.21037/qims-24-989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 10/31/2024] [Indexed: 01/23/2025]
Abstract
Background Clinical severity and progression of lung disease in cystic fibrosis (CF) are significantly influenced by the degree of lung inflammation. Non-invasive quantitative diagnostic tools are desirable to differentiate structural and inflammatory lung changes in order to help prevent chronic airway disease. This might also be helpful for the evaluation of longitudinal effects of novel therapeutics. Therefore, the present study assesses the quantification of inflammatory lung changes using positron emission tomography/magnetic resonance imaging (PET/MRI) of the lung in children and adolescents with CF and evaluates the possible impact of PET/MRI on individualized therapy management. Methods This monocentric, retrospective cohort study included 19 PET/MRI of the lung performed between 2014 and 2021 in 11 patients (16±4.5 years, 8-22 years; 7 females). PET acquisition was performed at least 20 minutes after i.v. application of a weight-adjusted dose of fluor-18-fluorodeoxyglucose (18F-FDG) of 1 MBq/kgBW (mean effective dose, 1.3±0.4 mSv). Lesions of increased uptake were quantified based on standardized uptake values (SUV) and compared to background activity, liver and blood pool. Pulmonary changes were assessed using the established magnetic resonance imaging-CF (MR-CF) score and correlated to inflammatory lesions. Results were correlated to changes in therapy (initiation, modification or discontinuation of therapy after baseline-PET/MRI) based on the electronic medical records. Results Uptake was highly increased in 5 cases, moderate in 4 cases, low in 7 cases, no uptake in 3 cases. Most MR-CF score points were assigned to peribronchitis (23%) and air trapping (23%). Metabolically increased lesions were mainly interpreted as consolidations (59%; P<0.001) and mucus plugging (19%, P=0.024). There was a decrease in mean number and volumes of inflammatory lesions (P=0.016 each) and MR-CF score (P=0.047) between baseline and follow-up. After PET/MRI, therapy changed in 18 cases (95%; new medication: 58%, n=11; termination of therapy: 16%, n=3; modification of therapy: 21%, n=4). Conclusions In selected cases, pulmonary FDG-PET/MRI can help guide therapeutic decision-making and provide complementary information on CF-related lung changes to conventional MRI at a low radiation exposure.
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Affiliation(s)
- Ricarda Schwarz
- Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Tübingen, Germany
| | - Jürgen Frank Schäfer
- Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Tübingen, Germany
| | - Philipp Utz
- Department of General Pediatrics, Hematology and Oncology, Children’s Hospital, University Hospital Tübingen, Tübingen, Germany
| | - Ute Graepler-Mainka
- Department of General Pediatrics, Hematology and Oncology, Children’s Hospital, University Hospital Tübingen, Tübingen, Germany
| | - Helmut Dittmann
- Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital Tübingen, Tübingen, Germany
| | - Mareen Sarah Kraus
- Department of Diagnostic Radiology, Dalhousie University, IWK Health Centre, Halifax, NS, Canada
| | - Michael Esser
- Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Tübingen, Germany
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Basu B, Dutta S, Rahaman M, Bose A, Das S, Prajapati J, Prajapati B. The Future of Cystic Fibrosis Care: Exploring AI's Impact on Detection and Therapy. CURRENT RESPIRATORY MEDICINE REVIEWS 2024; 20:302-321. [DOI: 10.2174/011573398x283365240208195944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 01/08/2024] [Accepted: 01/18/2024] [Indexed: 01/03/2025]
Abstract
:
Cystic Fibrosis (CF) is a fatal hereditary condition marked by thicker mucus production,
which can cause problems with the digestive and respiratory systems. The quality of life and
survival rates of CF patients can be improved by early identification and individualized therapy
measures. With an emphasis on its applications in diagnosis and therapy, this paper investigates
how Artificial Intelligence (AI) is transforming the management of Cystic Fibrosis (CF). AI-powered
algorithms are revolutionizing CF diagnosis by utilizing huge genetic, clinical, and imaging
data databases. In order to identify CF mutations quickly and precisely, machine learning methods
evaluate genomic profiles. Furthermore, AI-driven imaging analysis helps to identify lung and gastrointestinal
issues linked to cystic fibrosis early and allows for prompt treatment. Additionally,
AI aids in individualized CF therapy by anticipating how patients will react to already available
medications and enabling customized treatment regimens. Drug repurposing algorithms find
prospective candidates from already-approved drugs, advancing treatment choices. Additionally,
AI supports the optimization of pharmacological combinations, enhancing therapeutic results
while minimizing side effects. AI also helps with patient stratification by connecting people with
CF mutations to therapies that are best for their genetic profiles. Improved treatment effectiveness
is promised by this tailored strategy. The transformational potential of artificial intelligence (AI)
in the field of cystic fibrosis is highlighted in this review, from early identification to individualized
medication, bringing hope for better patient outcomes, and eventually prolonging the lives of
people with this difficult ailment.
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Affiliation(s)
- Biswajit Basu
- Department of Pharmaceutical Technology, School of Health and Medical Sciences, Adamas University, Barasat,
Kolkata, West Bengal, 700126. India
| | - Srabona Dutta
- Department of Pharmaceutical Technology, School of Health and Medical Sciences, Adamas University, Barasat,
Kolkata, West Bengal, 700126. India
| | - Monosiz Rahaman
- Department of Pharmaceutical Technology, School of Health and Medical Sciences, Adamas University, Barasat,
Kolkata, West Bengal, 700126. India
| | - Anirbandeep Bose
- Department of Pharmaceutical Technology, School of Health and Medical Sciences, Adamas University, Barasat,
Kolkata, West Bengal, 700126. India
| | - Sourav Das
- School of Pharmacy, The Neotia University, Sarisha, Diamond Harbour, West
Bengal, India
| | - Jigna Prajapati
- Achaya Motibhai Patel Institute of Computer Studies, Ganpat University, Mehsana, Gujarat, 384012,
India
| | - Bhupendra Prajapati
- S.K. Patel College of Pharmaceutical Education and Research, Ganpat University, Mehsana, Gujarat, 384012,
India
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Stahl M, Roehmel J, Eichinger M, Doellinger F, Naehrlich L, Kopp MV, Dittrich AM, Sommerburg O, Ray P, Maniktala A, Xu T, Conner S, Joshi A, Mascia M, Wielpütz MO, Mall MA. Long-Term Impact of Lumacaftor/Ivacaftor Treatment on Cystic Fibrosis Disease Progression in Children 2-5 Years of Age Homozygous for F508del-CFTR: A Phase 2, Open-Label Clinical Trial. Ann Am Thorac Soc 2024; 21:1550-1559. [PMID: 39173175 DOI: 10.1513/annalsats.202402-201oc] [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: 02/26/2024] [Accepted: 08/22/2024] [Indexed: 08/24/2024] Open
Abstract
Rationale: Clinical trials show that lumacaftor/ivacaftor (LUM/IVA) treatment has the potential to modify early cystic fibrosis (CF) disease progression in children as young as 2 years of age. Objectives: To assess the long-term impact of LUM/IVA treatment on CF disease progression in children aged 2-5 years. Methods: This phase 2 trial had two parts: part 1, a 48-week, randomized, double-blind, placebo-controlled study of LUM/IVA in children aged 2-5 years (previously reported) was followed by a 48-week open-label treatment period in which all children received LUM/IVA (part 2; reported here). Endpoints assessed in part 2 included absolute changes from baseline in chest magnetic resonance imaging (MRI) global score at Week 96; weight-for-age, stature-for-age, and body mass index (BMI)-for-age z-scores at Week 96; lung clearance index based on lung volume turnover required to reach 2.5% of starting N2 concentration (LCI2.5) through Week 96; chest MRI morphological score, chest MRI perfusion score, weight, stature, BMI, and microbiology cultures (oropharyngeal swabs) at Week 96; sweat chloride, amount of immunoreactive trypsinogen, fecal elastase-1 concentration, and fecal calprotectin through Week 96; and number of pulmonary exacerbations, time to first pulmonary exacerbation, and number of CF-related hospitalizations. Results: Forty-nine children received one or more doses of LUM/IVA in the open-label period (33 in the LUM/IVA to LUM/IVA group and 16 in the placebo to LUM/IVA group), with a mean exposure of 47.1 (standard deviation [SD], 5.2) weeks. The mean absolute change in MRI global score (negative value indicates improvement) from baseline at Week 96 was -2.7 (SD, 7.0; 95% confidence interval [CI], -5.2 to -0.1) in the LUM/IVA to LUM/IVA group and -5.6 (SD, 6.9; 95% CI, -9.2 to -1.9) in the placebo to LUM/IVA group. Improvements in LCI2.5, sweat chloride concentration, and markers of pancreatic function and intestinal inflammation were also observed in both groups. Growth parameters remained stable in both groups. The majority of children had adverse events considered mild (38.8%) or moderate (40.8%). Two (4.1%) children discontinued LUM/IVA treatment because of adverse events (distal intestinal obstruction syndrome [n = 1] and alanine aminotransferase increase [n = 1]). Conclusions: These findings confirm the potential for early LUM/IVA treatment to alter the trajectory of CF disease progression, including CF lung disease, in children as young as 2 years of age. Clinical trial registered with ClinicalTrials.gov (NCT03625466).
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Affiliation(s)
- Mirjam Stahl
- Department of Pediatric Respiratory Medicine, Immunology, and Critical Care Medicine and
- German Center for Lung Research (DZL), Associated Partner Site, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin, Berlin, Germany
| | - Jobst Roehmel
- Department of Pediatric Respiratory Medicine, Immunology, and Critical Care Medicine and
- German Center for Lung Research (DZL), Associated Partner Site, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin, Berlin, Germany
| | - Monika Eichinger
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology and
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Felix Doellinger
- Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Lutz Naehrlich
- Department of Pediatrics, Justus Liebig University Giessen, Giessen, Germany
- Universities of Giessen and Marburg Lung Center (UGMLC), German Center for Lung Research (DZL), Giessen, Germany
| | - Matthias V Kopp
- Pediatric Respiratory Medicine, Department of Pediatrics, Inselspital, University of Bern, Bern, Switzerland
- Airway Research Center North (ARCN), German Center for Lung Research (DZL), Grosshansdorf, Germany
| | - Anna-Maria Dittrich
- Department for Pediatric Pulmonology, Allergology, and Neonatology, and
- BREATH, German Center for Lung Research (DZL), Hannover Medical School, Hannover, Germany
| | - Olaf Sommerburg
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Division of Pediatric Pulmonology and Allergy and Cystic Fibrosis Center, Department of Pediatrics, Heidelberg University Hospital, Heidelberg, Germany
| | - Partha Ray
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts; and
| | - Anita Maniktala
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts; and
- ICON plc, Global Strategic Solutions, Raleigh, North Carolina
| | - Tu Xu
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts; and
| | - Sarah Conner
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts; and
| | - Aniket Joshi
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts; and
| | - Molly Mascia
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts; and
| | - Mark O Wielpütz
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology and
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Marcus A Mall
- Department of Pediatric Respiratory Medicine, Immunology, and Critical Care Medicine and
- German Center for Lung Research (DZL), Associated Partner Site, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin, Berlin, Germany
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10
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Slawig A, Rothe M, Deistung A, Bohndorf K, Brill R, Graf S, Weng AM, Wohlgemuth WA, Gussew A. Ultra-short echo time (UTE) MR imaging: A brief review on technical considerations and clinical applications. ROFO-FORTSCHR RONTG 2024; 196:671-681. [PMID: 37995735 DOI: 10.1055/a-2193-1379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2023]
Affiliation(s)
- Anne Slawig
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
- Halle MR Imaging Core Facility, Medical faculty, Martin Luther University Halle Wittenberg, Halle, Germany
| | - Maik Rothe
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
- Halle MR Imaging Core Facility, Medical faculty, Martin Luther University Halle Wittenberg, Halle, Germany
| | - Andreas Deistung
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
- Halle MR Imaging Core Facility, Medical faculty, Martin Luther University Halle Wittenberg, Halle, Germany
| | - Klaus Bohndorf
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
| | - Richard Brill
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
| | - Simon Graf
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
- Halle MR Imaging Core Facility, Medical faculty, Martin Luther University Halle Wittenberg, Halle, Germany
| | - Andreas Max Weng
- Department of Diagnostic and Interventional Radiology, University Hospital Wurzburg, Wurzburg, Germany
| | - Walter A Wohlgemuth
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
- Halle MR Imaging Core Facility, Medical faculty, Martin Luther University Halle Wittenberg, Halle, Germany
| | - Alexander Gussew
- University Clinic and Outpatient Clinic for Radiology, University Hospital Halle, Germany
- Halle MR Imaging Core Facility, Medical faculty, Martin Luther University Halle Wittenberg, Halle, Germany
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11
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David M, Benlala I, Bui S, Benkert T, Berger P, Laurent F, Macey J, Dournes G. Longitudinal Evaluation of Bronchial Changes in Cystic Fibrosis Patients Undergoing Elexacaftor/Tezacaftor/Ivacaftor Therapy Using Lung MRI With Ultrashort Echo-Times. J Magn Reson Imaging 2024; 60:116-124. [PMID: 37861357 DOI: 10.1002/jmri.29041] [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: 07/10/2023] [Revised: 09/21/2023] [Accepted: 09/22/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Lung magnetic resonance imaging (MRI) with ultrashort echo-times (UTE-MRI) allows high-resolution and radiation-free imaging of the lung structure in cystic fibrosis (CF). In addition, the combination of elexacaftor/tezacaftor/ivacaftor (ETI) has improved CF clinical outcomes such as need for hospitalization. However, the effect on structural disease still needs longitudinal evaluation at high resolution. PURPOSE To analyze the effects of ETI on lung structural alterations using UTE-MRI, with a focus on bronchiectasis reversibility. STUDY TYPE Retrospective. POPULATION Fifty CF patients (mean age 24.3 ± 9.2; 23 males). FIELD STRENGTH/SEQUENCE 1.5 T, UTE-MRI. ASSESSMENT All subjects completed both UTE-MRI and pulmonary function tests (PFTs) during two annual visits (M0 and M12), and 30 of them completed a CT scan. They initiated ETI treatment after M0 within a maximum of 3 months from the annual examinations. Three observers scored a clinical MRI Bhalla score on UTE-MRI. Bronchiectasis reversibility was defined as a reduction in both outer and inner bronchial dimensions. Correlations were searched between the Bhalla score and PFT such as the forced expiratory volume in 1 second percentage predicted (FEV1%p). STATISTICAL TESTS Comparison was assessed using the paired t-test, correlation using the Spearman correlation test with a significance level of 0.05. Concordance and reproducibility were assessed using intraclass correlation coefficient (ICC). RESULTS There was a significant improvement in MRI Bhalla score after ETI treatment. UTE-MRI demonstrated bronchiectasis reversibility in a subgroup of 18 out of 50 CF patients (36%). These patients with bronchiectasis reversibility were significantly younger, with lower severity of wall thickening but no difference in mucus plugging extent (P = 0.39) was found. The reproducibility of UTE-MRI evaluations was excellent (ICC ≥ 0.95), was concordant with CT scan (N = 30; ICC ≥ 0.90) and significantly correlated to FEV1% at PFT at M0 (N = 50; r = 0.71) and M12 (N = 50; r = 0.72). DATA CONCLUSION UTE-MRI is a reproducible tool for the longitudinal follow-up of CF patients, allowing to quantify the response to ETI and demonstrating the reversibility of some structural alterations such as bronchiectasis in a substantial fraction of this study population. LEVEL OF EVIDENCE 4 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Mathieu David
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
| | - Ilyes Benlala
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
| | - Stephanie Bui
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
| | - Thomas Benkert
- MR Application Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany
| | - Patrick Berger
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
| | - François Laurent
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
| | - Julie Macey
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
| | - Gael Dournes
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Paediatric Cystic Fibrosis Reference Center (CRCM), Pessac, France
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-Thoracique de Bordeaux, Pessac, France
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12
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Grenier PA, Brun AL, Longchampt E, Lipski M, Mellot F, Catherinot E. Primary immunodeficiency diseases of adults: a review of pulmonary complication imaging findings. Eur Radiol 2024; 34:4142-4154. [PMID: 37935849 PMCID: PMC11166740 DOI: 10.1007/s00330-023-10334-7] [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: 07/13/2023] [Revised: 09/11/2023] [Accepted: 09/13/2023] [Indexed: 11/09/2023]
Abstract
Our objective in this review is to familiarize radiologists with the spectrum of initial and progressive CT manifestations of pulmonary complications observed in adult patients with primary immunodeficiency diseases, including primary antibody deficiency (PAD), hyper-IgE syndrome (HIES), and chronic granulomatous disease (CGD). In patients with PAD, recurrent pulmonary infections may lead to airway remodeling with bronchial wall-thickening, bronchiectasis, mucus-plugging, mosaic perfusion, and expiratory air-trapping. Interstitial lung disease associates pulmonary lymphoid hyperplasia, granulomatous inflammation, and organizing pneumonia and is called granulomatous-lymphocytic interstitial lung disease (GLILD). The CT features of GLILD are solid and semi-solid pulmonary nodules and areas of air space consolidation, reticular opacities, and lymphadenopathy. These features may overlap those of mucosa-associated lymphoid tissue (MALT) lymphoma, justifying biopsies. In patients with HIES, particularly the autosomal dominant type (Job syndrome), recurrent pyogenic infections lead to permanent lung damage. Secondary infections with aspergillus species develop in pre-existing pneumatocele and bronchiectasis areas, leading to chronic airway infection. The complete spectrum of CT pulmonary aspergillosis may be seen including aspergillomas, chronic cavitary pulmonary aspergillosis, allergic bronchopulmonary aspergillosis (ABPA)-like pattern, mixed pattern, and invasive. Patients with CGD present with recurrent bacterial and fungal infections leading to parenchymal scarring, traction bronchiectasis, cicatricial emphysema, airway remodeling, and mosaicism. Invasive aspergillosis, the major cause of mortality, manifests as single or multiple nodules, areas of airspace consolidation that may be complicated by abscess, empyema, or contiguous extension to the pleura or chest wall. CLINICAL RELEVANCE STATEMENT: Awareness of the imaging findings spectrum of pulmonary complications that can occur in adult patients with primary immunodeficiency diseases is important to minimize diagnostic delay and improve patient outcomes. KEY POINTS: • Unexplained bronchiectasis, associated or not with CT findings of obliterative bronchiolitis, should evoke a potential diagnosis of primary autoantibody deficiency. • The CT evidence of various patterns of aspergillosis developed in severe bronchiectasis or pneumatocele in a young adult characterizes the pulmonary complications of hyper-IgE syndrome. • In patients with chronic granulomatous disease, invasive aspergillosis is relatively frequent, often asymptomatic, and sometimes mimicking or associated with non-infectious inflammatory pulmonary lesions.
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Affiliation(s)
- Philippe A Grenier
- Department of Clinical Research and Innovation, Hôpital Foch, Suresnes, France.
| | | | | | | | | | - Emilie Catherinot
- Department of Pneumology, Hôpital Foch, Suresnes, France
- CEDITH (Centre de Référence Des Déficits Immunitaires Héréditaires), Hôpital Foch Affiliated to Versailles-Saint Quentin University, 40 Rue Worth, 92150, Suresnes, France
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13
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Benlala I, Klaar R, Gaass T, Macey J, Bui S, Senneville BDD, Berger P, Laurent F, Dournes G, Dinkel J. Non-Contrast-Enhanced Functional Lung MRI to Evaluate Treatment Response of Allergic Bronchopulmonary Aspergillosis in Patients With Cystic Fibrosis: A Pilot Study. J Magn Reson Imaging 2024; 59:909-919. [PMID: 37265441 DOI: 10.1002/jmri.28844] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 06/03/2023] Open
Abstract
BACKGROUND Allergic bronchopulmonary aspergillosis (ABPA) in cystic fibrosis (CF) patients is associated with severe lung damage and requires specific therapeutic management. Repeated imaging is recommended to both diagnose and follow-up response to treatment of ABPA in CF. However, high risk of cumulative radiation exposure requires evaluation of free-radiation techniques in the follow-up of CF patients with ABPA. PURPOSE To evaluate whether Fourier decomposition (FD) functional lung MRI can detect response to treatment of ABPA in CF patients. STUDY TYPE Retrospective longitudinal. POPULATION Twelve patients (7M, median-age:14 years) with CF and ABPA with pre- and post-treatment MRI. FIELD STRENGTH/SEQUENCE 2D-balanced-steady-state free-precession (bSSFP) sequence with FD at 1.5T. ASSESSMENT Ventilation-weighted (V) and perfusion-weighted (Q) maps were obtained after FD processing of 2D-coronal bSSFP time-resolved images acquired before and 3-9 months after treatment. Defects extent was assessed on the functional maps using a qualitative semi-quantitative score (0 = absence/negligible, 1 = <50%, 2 = >50%). Mean and coefficient of variation (CV) of the ventilation signal-intensity (VSI) and the perfusion signal-intensity (QSI) were calculated. Measurements were performed independently by three readers and averaged. Inter-reader reproducibility of the measurements was assessed. Pulmonary function tests (PFTs) were performed within 1 week of both MRI studies as markers of the airflow-limitation severity. STATISTICAL TESTS Comparisons of medians were performed using the paired Wilcoxon-test. Reproducibility was assessed using intraclass correlation coefficient (ICC). Correlations between MRI and PFT parameters were assessed using the Spearman-test (rho correlation-coefficient). A P-value <0.05 was considered as significant. RESULTS Defects extent on both V and Q maps showed a significant reduction after ABPA treatment (4.25 vs. 1.92 for V-defect-score and 5 vs. 2.75 for Q-defect-score). VSI_mean was significantly increased after treatment (280 vs. 167). Qualitative analyses reproducibility showed an ICC > 0.90, while the ICCs of the quantitative measurements was almost perfect (>0.99). Changes in VSI_cv and QSI_cv before and after treatment correlated inversely with changes of FEV1%p (rho = -0.68 for both). DATA CONCLUSION Non-contrast-enhanced FD lung MRI has potential to reproducibly assess response to treatment of ABPA in CF patients and correlates with PFT obstructive parameters. EVIDENCE LEVEL 4 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Ilyes Benlala
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
- Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
- Univ. Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Unité de Pneumologie Pédiatrique, CIC 1401, Pessac, France
- INSERM, U1045, Centre de Recherche Cardio-thoracique de Bordeaux, Pessac, France
| | - Rabea Klaar
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
- Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Thomas Gaass
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
- Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Julie Macey
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Unité de Pneumologie Pédiatrique, CIC 1401, Pessac, France
| | - Stéphanie Bui
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Unité de Pneumologie Pédiatrique, CIC 1401, Pessac, France
| | | | - Patrick Berger
- Univ. Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Unité de Pneumologie Pédiatrique, CIC 1401, Pessac, France
| | - François Laurent
- Univ. Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Unité de Pneumologie Pédiatrique, CIC 1401, Pessac, France
| | - Gael Dournes
- Univ. Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, Unité de Pneumologie Pédiatrique, CIC 1401, Pessac, France
| | - Julien Dinkel
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
- Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
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Bruorton M, Donnelley M, Goddard T, O'Connor A, Parsons D, Phillips J, Carson-Chahhoud K, Tai A. Pilot study of paediatric regional lung function assessment via X-ray velocimetry (XV) imaging in children with normal lungs and in children with cystic fibrosis. BMJ Open 2024; 14:e080034. [PMID: 38316593 PMCID: PMC10860032 DOI: 10.1136/bmjopen-2023-080034] [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: 09/19/2023] [Accepted: 01/07/2024] [Indexed: 02/07/2024] Open
Abstract
INTRODUCTION Cystic fibrosis (CF) is a life-limiting autosomal recessive genetic condition. It is caused by mutations in the gene that encodes for a chloride and bicarbonate conducting transmembrane channel. X-ray velocimetry (XV) is a novel form of X-ray imaging that can generate lung ventilation data through the breathing cycle. XV technology has been validated in multiple animal models, including the β-ENaC mouse model of CF lung disease. It has since been assessed in early-phase clinical trials in adult human subjects; however, there is a paucity of data in the paediatric cohort, including in CF. The aim of this pilot study was to investigate the feasibility of performing a single-centre cohort study in paediatric patients with CF and in those with normal lungs to demonstrate the appropriateness of proceeding with further studies of XV in these cohorts. METHODS AND ANALYSIS This is a cross-sectional, single-centre, pilot study. It will recruit children aged 3-18 years to have XV lung imaging performed, as well as paired pulmonary function testing. The study will aim to recruit 20 children without CF with normal lungs and 20 children with CF. The primary outcome will be the feasibility of recruiting children and performing XV testing. Secondary outcomes will include comparisons between XV and current assessments of pulmonary function and structure. ETHICS AND DISSEMINATION This project has ethical approval granted by The Women's and Children's Hospital Human Research Ethics Committee (HREC ID 2021/HRE00396). Findings will be disseminated through peer-reviewed publication and conferences. TRIAL REGISTRATION NUMBER ACTRN12623000109606.
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Affiliation(s)
- Matthew Bruorton
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
- Respiratory and Sleep Department, Women's and Children's Health Network, North Adelaide, South Australia, Australia
| | - Martin Donnelley
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
| | - Thomas Goddard
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
- Respiratory and Sleep Department, Women's and Children's Health Network, North Adelaide, South Australia, Australia
| | - Antonia O'Connor
- Sleep Department, Sydney Children's Hospitals Network, Westmead, New South Wales, Australia
- University of New South Wales, Sydney, Sydney, Australia
| | - David Parsons
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
- Respiratory and Sleep Department, Women's and Children's Health Network, North Adelaide, South Australia, Australia
| | - Jessica Phillips
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
- Respiratory and Sleep Department, Women's and Children's Health Network, North Adelaide, South Australia, Australia
| | - Kristin Carson-Chahhoud
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
- Respiratory and Sleep Department, Women's and Children's Health Network, North Adelaide, South Australia, Australia
| | - Andrew Tai
- Adelaide Medical School and The Robinson Research Institute, The University of Adelaide, Adelaide, South Australia, Australia
- Respiratory and Sleep Department, Women's and Children's Health Network, North Adelaide, South Australia, Australia
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15
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Laurent F, Benlala I, Dournes G. Radiological Diagnosis of Pulmonary Aspergillosis. Semin Respir Crit Care Med 2024; 45:50-60. [PMID: 38286137 DOI: 10.1055/s-0043-1776998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2024]
Abstract
Imaging plays an important role in the various forms of Aspergillus-related pulmonary disease. Depending on the immune status of the patient, three forms are described with distinct imaging characteristics: invasive aspergillosis affecting severely immunocompromised patients, chronic pulmonary aspergillosis affecting less severely immunocompromised patients but suffering from a pre-existing structural lung disease, and allergic bronchopulmonary aspergillosis related to respiratory exposure to Aspergillus species in patients with asthma and cystic fibrosis. Computed tomography (CT) has been demonstrated more sensitive and specific than chest radiographs and its use has largely contributed to the diagnosis, follow-up, and evaluation of treatment in each condition. In the last few decades, CT has also been described in the specific context of cystic fibrosis. In this particular clinical setting, magnetic resonance imaging and the recent developments in artificial intelligence have shown promising results.
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Affiliation(s)
- François Laurent
- Centre de Recherche Cardio-thoracique de Bordeaux, University of Bordeaux, Pessac, France
| | - Ilyes Benlala
- Centre de Recherche Cardio-thoracique de Bordeaux, University of Bordeaux, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Centre de Recherche Cardio-thoracique de Bordeaux, University of Bordeaux, Pessac, France
| | - Gael Dournes
- Centre de Recherche Cardio-thoracique de Bordeaux, University of Bordeaux, Pessac, France
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Centre de Recherche Cardio-thoracique de Bordeaux, University of Bordeaux, Pessac, France
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16
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Garrison WJ, Mugler JP, Mata JF, Nunoo-Asare RN, Shim YM, Miller GW. Acquiring Hyperpolarized 129Xe Magnetic Resonance Images of Lung Ventilation. J Vis Exp 2023:10.3791/65982. [PMID: 38078603 PMCID: PMC11479144 DOI: 10.3791/65982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023] Open
Abstract
Hyperpolarized 129Xe MRI comprises a unique array of structural and functional lung imaging techniques. Technique standardization across sites is increasingly important given the recent FDA approval of 129Xe as an MR contrast agent and as interest in 129Xe MRI increases among research and clinical institutions. Members of the 129Xe MRI Clinical Trials Consortium (Xe MRI CTC) have agreed upon best practices for each of the key aspects of the 129Xe MRI workflow, and these recommendations are summarized in a recent publication. This work provides practical information to develop an end-to-end workflow for collecting 129Xe MR images of lung ventilation according to the Xe MRI CTC recommendations. Preparation and administration of 129Xe for MR studies will be discussed and demonstrated, with specific topics including choice of appropriate gas volumes for entire studies and for individual MR scans, preparation and delivery of individual 129Xe doses, and best practices for monitoring subject safety and 129Xe tolerability during studies. Key MR technical considerations will also be covered, including pulse sequence types and optimized parameters, calibration of 129Xe flip angle and center frequency, and 129Xe MRI ventilation image analysis.
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Affiliation(s)
| | - John P Mugler
- Department of Biomedical Engineering, University of Virginia; Department of Radiology and Medical Imaging, University of Virginia
| | - Jaime F Mata
- Department of Radiology and Medical Imaging, University of Virginia
| | | | | | - G Wilson Miller
- Department of Biomedical Engineering, University of Virginia; Department of Radiology and Medical Imaging, University of Virginia; Department of Physics, University of Virginia;
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17
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Hadj Bouzid AI, Dournes G. Editorial for "Implementable Deep Learning for Multi-sequence Proton MRI Lung Segmentation: A Multi-center, Multi-vendor and Multi-disease Study". J Magn Reson Imaging 2023; 58:1045-1046. [PMID: 36847749 DOI: 10.1002/jmri.28661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 02/13/2023] [Indexed: 03/01/2023] Open
Affiliation(s)
- Amel Imene Hadj Bouzid
- Université 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
| | - Gaël Dournes
- Université 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 Cardiaque et Thoracique et Cardiovasculaire, CIC 1401, Pessac, France
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18
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Dettmer S, Weinheimer O, Sauer-Heilborn A, Lammers O, Wielpütz MO, Fuge J, Welte T, Wacker F, Ringshausen FC. Qualitative and quantitative evaluation of computed tomography changes in adults with cystic fibrosis treated with elexacaftor-tezacaftor-ivacaftor: a retrospective observational study. Front Pharmacol 2023; 14:1245885. [PMID: 37808186 PMCID: PMC10552920 DOI: 10.3389/fphar.2023.1245885] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 09/11/2023] [Indexed: 10/10/2023] Open
Abstract
Introduction: The availability of highly effective triple cystic fibrosis transmembrane conductance regulator (CFTR) modulator combination therapy with elexacaftor-tezacaftor-ivacaftor (ETI) has improved pulmonary outcomes and quality of life of people with cystic fibrosis (pwCF). The aim of this study was to assess computed tomography (CT) changes under ETI visually with the Brody score and quantitatively with dedicated software, and to correlate CT measures with parameters of clinical response. Methods: Twenty two adult pwCF with two consecutive CT scans before and after ETI treatment initiation were retrospectively included. CT was assessed visually employing the Brody score and quantitatively by YACTA, a well-evaluated scientific software computing airway dimensions and lung parenchyma with wall percentage (WP), wall thickness (WT), lumen area (LA), bronchiectasis index (BI), lung volume and mean lung density (MLD) as parameters. Changes in CT metrics were evaluated and the visual and quantitative parameters were correlated with each other and with clinical changes in sweat chloride concentration, spirometry [percent predicted of forced expiratory volume in one second (ppFEV1)] and body mass index (BMI). Results: The mean (SD) Brody score improved with ETI [55 (12) vs. 38 (15); p < 0.001], incl. sub-scores for mucus plugging, peribronchial thickening, and parenchymal changes (all p < 0.001), but not for bronchiectasis (p = 0.281). Quantitatve WP (p < 0.001) and WT (p = 0.004) were reduced, conversely LA increased (p = 0.003), and BI improved (p = 0.012). Lung volume increased (p < 0.001), and MLD decreased (p < 0.001) through a reduction of ground glass opacity areas (p < 0.001). Changes of the Brody score correlated with those of quantitative parameters, exemplarily WT with the sub-score for mucus plugging (r = 0.730, p < 0.001) and peribronchial thickening (r = 0.552, p = 0.008). Changes of CT parameters correlated with those of clinical response parameters, in particular ppFEV1 with the Brody score (r = -0.606, p = 0.003) and with WT (r = -0.538, p = 0.010). Discussion: Morphological treatment response to ETI can be assessed using the Brody score as well as quantitative CT parameters. Changes in CT correlated with clinical improvements. The quantitative analysis with YACTA proved to be an objective, reproducible and simple method for monitoring lung disease, particularly with regard to future interventional clinical trials.
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Affiliation(s)
- Sabine Dettmer
- Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Hannover, Germany
| | - Oliver Weinheimer
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany
| | - Annette Sauer-Heilborn
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany
| | - Oliver Lammers
- Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
| | - Mark O. Wielpütz
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany
| | - Jan Fuge
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Hannover, Germany
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany
| | - Tobias Welte
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Hannover, Germany
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany
| | - Frank Wacker
- Institute of Diagnostic and Interventional Radiology, Hannover Medical School, Hannover, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Hannover, Germany
| | - Felix C. Ringshausen
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research (DZL), Hannover, Germany
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany
- European Reference Network on Rare and Complex Respiratory Diseases (ERN-LUNG), Frankfurt, Germany
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19
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West ME, Spielberg DR, Roach DJ, Willmering MM, Bdaiwi AS, Cleveland ZI, Woods JC. Short-term structural and functional changes after airway clearance therapy in cystic fibrosis. J Cyst Fibros 2023; 22:926-932. [PMID: 36740542 DOI: 10.1016/j.jcf.2023.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 01/10/2023] [Accepted: 01/30/2023] [Indexed: 02/07/2023]
Abstract
BACKGROUND Airway clearance therapy (ACT) with a high-frequency chest wall oscillation (HFCWO) vest is a common but time-consuming treatment. Its benefit to quality of life for cystic fibrosis (CF) patients is well established but has been questioned recently as new highly-effective modulator therapies begin to change the treatment landscape. 129Xe ventilation MRI has been shown to be very sensitive to lung obstruction in mild CF disease, making it an ideal tool to identify and quantify subtle, regional changes. METHODS 20 CF patients (ages 20.7 ± 5.1 years) refrained from performing ACT before arriving for a single-day visit. Multiple-breath washout (MBW), spirometry, Xe MRI, and ultrashort echo-time (UTE) MRI were obtained twice-before and after patients performed ACT using their prescribed HFCWO vests (average 4.7 ± 0.5 h). UTE MRIs were scored for structural abnormalities, and standard functional metrics were obtained from MBW, spirometry, and Xe MRI-FEV1,pp, LCI2.5, and VDPN4, respectively. RESULTS Spirometry and Xe MRI detected significant improvements in lung function post-ACT. 15/20 patients showed improvements from a baseline median of 92% FEV1,pp. Similarly, 16/20 patients showed improvements in Xe MRI from a baseline median of 15.2% VDPN4. Average individual changes were +2.6% in FEV1,pp and -1.3% in VDPN4, but without spatial correlations to easily-identifiable causative structural defects (e.g. mucus plugs or bronchiectasis) on UTE MRI. CONCLUSIONS Lung function improved after a single instance of HFCWO-vest ACT and was detectable by spirometry and Xe MRI. The only common structural abnormalities were mucus plugs, which corresponded to ventilation defects, but ventilation defects were often present without visible abnormalities.
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Affiliation(s)
- Michael E West
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States
| | - David R Spielberg
- Division of Pulmonary Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave, Chicago, Illinois, 60611, United States
| | - David J Roach
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States
| | - Matthew M Willmering
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States
| | - Abdullah S Bdaiwi
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, 45229, United States
| | - Zackary I Cleveland
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, 45229, United States; Department of Pediatrics, University of Cincinnati Medical Center, Cincinnati, OH, 45229, United States; Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Department of Pediatrics, University of Cincinnati Medical Center, Cincinnati, OH, 45229, United States; Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, United States; Department of Physics, University of Cincinnati, Cincinnati, OH, 45229, United States.
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20
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Bhatia A, Jana M, Chaluvashetty SB, Saxena AK, Sodhi KS. Radiological Imaging in Chest Diseases: Moving Away from Conventional Modes. Indian J Pediatr 2023; 90:798-805. [PMID: 37273132 DOI: 10.1007/s12098-023-04615-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 04/11/2023] [Indexed: 06/06/2023]
Abstract
A chest radiograph is the most common and the initial radiological investigation for evaluating a child presenting with respiratory complaints. However, performing and interpreting chest radiography optimally requires training and skill. With the relatively easy availability of computed tomography (CT) scanning and more recently multidetector computed tomography (MDCT), these investigations are often performed. Although these can be the cross-sectional imaging modalities of choice in certain situations where detailed and exact anatomical and etiological information is required, both these investigations are associated with increased radiation exposure which has more detrimental effects on children, especially when repeated follow-up imaging is necessary to assess the disease status. Ultrasonography (USG) and magnetic resonance imaging (MRI) have evolved as radiation-free radiological investigations for evaluating the pediatric chest pathologies over the last few years. In the present review article, the utility and the current status, as well as the limitations of USG and MRI for evaluation of pediatric chest pathologies, are discussed. Radiology has grown beyond having just the diagnostic capabilities in managing children with chest disorders in the last two decades. Image-guided therapeutic procedures (percutaneous and endovascular) are routinely performed in children with pathologies in the mediastinum and lungs. The commonly performed image-guided pediatric chest interventions, including biopsies, fine needle aspiration, drainage procedures and therapeutic endovascular procedures, are also discussed in the current review.
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Affiliation(s)
- Anmol Bhatia
- Department of Radiodiagnosis and Imaging, Post Graduate Institute of Medical Education and Research, Sector-12, Chandigarh, 160012, India
| | - Manisha Jana
- Department of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Sreedhara B Chaluvashetty
- Department of Radiodiagnosis and Imaging, Post Graduate Institute of Medical Education and Research, Sector-12, Chandigarh, 160012, India
| | - Akshay Kumar Saxena
- Department of Radiodiagnosis and Imaging, Post Graduate Institute of Medical Education and Research, Sector-12, Chandigarh, 160012, India
| | - Kushaljit Singh Sodhi
- Department of Radiodiagnosis and Imaging, Post Graduate Institute of Medical Education and Research, Sector-12, Chandigarh, 160012, India.
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA.
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21
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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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22
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Streibel C, Willers CC, Pusterla O, Bauman G, Stranzinger E, Brabandt B, Bieri O, Curdy M, Bullo M, Frauchiger BS, Korten I, Krüger L, Casaulta C, Ratjen F, Latzin P, Kieninger E. Effects of elexacaftor/tezacaftor/ivacaftor therapy in children with cystic fibrosis - a comprehensive assessment using lung clearance index, spirometry, and functional and structural lung MRI. J Cyst Fibros 2023; 22:615-622. [PMID: 36635199 DOI: 10.1016/j.jcf.2022.12.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 12/07/2022] [Accepted: 12/20/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND With improvement in supportive therapies and the introduction of cystic fibrosis transmembrane conductance regulator (CFTR)-modulator treatment in patients with cystic fibrosis (CF), milder disease courses are expected. Therefore, sensitive parameters are needed to monitor disease course and effects of CFTR-modulators. Functional lung MRI using matrix-pencil decomposition (MP-MRI) is a promising tool for assessing ventilation and perfusion quantitatively. This study aimed to assess the treatment effect of elexacaftor/tezacaftor/ivacaftor combination regimen (ELX/TEZ/IVA) on measures of structural and functional lung abnormalities. METHODS 24 children with CF underwent lung function tests (multiple breath washout, spirometry), functional and structural MRI twice (one year apart) before and once after at least two weeks (mean 4.7 ± 2.6 months) on ELX/TEZ/IVA. Main outcomes were changes (Δ) upon ELX/TEZ/IVA in lung function, defect percentage of ventilation (VDP) and perfusion (QDP), defect distribution index of ventilation and perfusion (DDIV, DDIQ), and Eichinger score. Statistical analyses were performed using paired t-tests and multilevel regression models with bootstrapping. RESULTS We observed a significant improvement in lung function, structural and functional MRI parameters upon ELX/TEZ/IVA treatment (mean; 95%-CI): ΔLCI2.5 (TO) -0.84 (-1.62 to -0.06); ΔFEV1 (z-score) 1.05 (0.56 to 1.55); ΔVDP (% of impairment) -6.00 (-8.44 to -3.55); ΔQDP (% of impairment) -3.90 (-5.90 to -1.90); ΔDDIV -1.38 (-2.22 to -0.53); ΔDDIQ -0.31 (-0.73 to 0.12); ΔEichinger score -3.89 (-5.05 to -2.72). CONCLUSIONS Besides lung function tests, functional and structural MRI is a suitable tool to monitor treatment response of ELX/TEZ/IVA therapy, and seems promising as outcome marker in the future.
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Affiliation(s)
- Carmen Streibel
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Corin C Willers
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland; Departement of Paediatrics, Kantonsspital Aarau, Aarau, Switzerland
| | - Orso Pusterla
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland; Department of Radiology, Division of Radiological Physics, University of Basel Hospital, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland
| | - Grzegorz Bauman
- Department of Radiology, Division of Radiological Physics, University of Basel Hospital, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland
| | - Enno Stranzinger
- Department of Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Ben Brabandt
- Department of Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Oliver Bieri
- Department of Radiology, Division of Radiological Physics, University of Basel Hospital, Basel, Switzerland; Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland
| | - Marion Curdy
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Marina Bullo
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Bettina Sarah Frauchiger
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Insa Korten
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Linn Krüger
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Carmen Casaulta
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Felix Ratjen
- Division of Respiratory Medicine, Department of Paediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Canada
| | - Philipp Latzin
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Elisabeth Kieninger
- Division of Paediatric Respiratory Medicine and Allergology, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland; Division of Respiratory Medicine, Department of Paediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Canada.
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23
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Gräfe D, Prenzel F, Hirsch FW. Chest magnetic resonance imaging in cystic fibrosis: technique and clinical benefits. Pediatr Radiol 2023; 53:640-648. [PMID: 36372855 PMCID: PMC10027634 DOI: 10.1007/s00247-022-05539-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/31/2022] [Accepted: 10/14/2022] [Indexed: 11/15/2022]
Abstract
Cystic fibrosis (CF) is one of the most common inherited and life-shortening pulmonary diseases in the Caucasian population. With the widespread introduction of newborn screening and the development of modulator therapy, tremendous advances have been made in recent years both in diagnosis and therapy. Since paediatric CF patients tend to be younger and have lower morbidity, the type of imaging modality that should be used to monitor the disease is often debated. Computed tomography (CT) is sensitive to many pulmonary pathologies, but radiation exposure limits its use, especially in children and adolescents. Conventional pulmonary magnetic resonance imaging (MRI) is a valid alternative to CT and, in most cases, provides sufficient information to guide treatment. Given the expected widespread availability of sequences with ultra-short echo times, there will be even fewer reasons to perform CT for follow-up of patients with CF. This review aims to provide an overview of the process and results of monitoring CF with MRI, particularly for centres not specialising in the disease.
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Affiliation(s)
- Daniel Gräfe
- Department of Pediatric Radiology, Leipzig University Hospital, Liebigstraße 20a, 04103, Leipzig, Germany.
| | - Freerk Prenzel
- Department of Pediatrics, Leipzig University Hospital, Liebigstraße 20a, 04103, Leipzig, Germany
| | - Franz Wolfgang Hirsch
- Department of Pediatric Radiology, Leipzig University Hospital, Liebigstraße 20a, 04103, Leipzig, Germany
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24
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Kumar H, Green R, Cornfeld DM, Condron P, Emsden T, Elsayed A, Zhao D, Gilbert K, Nash MP, Clark AR, Tawhai MH, Burrowes K, Murphy R, Tayebi M, McGeown J, Kwon E, Shim V, Wang A, Choisne J, Carman L, Besier T, Handsfield G, Babarenda Gamage TP, Shen J, Maso Talou G, Safaei S, Maller JJ, Taylor D, Potter L, Holdsworth SJ, Wilson GA. Roadmap for an imaging and modelling paediatric study in rural NZ. Front Physiol 2023; 14:1104838. [PMID: 36969588 PMCID: PMC10036853 DOI: 10.3389/fphys.2023.1104838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 01/30/2023] [Indexed: 03/12/2023] Open
Abstract
Our study methodology is motivated from three disparate needs: one, imaging studies have existed in silo and study organs but not across organ systems; two, there are gaps in our understanding of paediatric structure and function; three, lack of representative data in New Zealand. Our research aims to address these issues in part, through the combination of magnetic resonance imaging, advanced image processing algorithms and computational modelling. Our study demonstrated the need to take an organ-system approach and scan multiple organs on the same child. We have pilot tested an imaging protocol to be minimally disruptive to the children and demonstrated state-of-the-art image processing and personalized computational models using the imaging data. Our imaging protocol spans brain, lungs, heart, muscle, bones, abdominal and vascular systems. Our initial set of results demonstrated child-specific measurements on one dataset. This work is novel and interesting as we have run multiple computational physiology workflows to generate personalized computational models. Our proposed work is the first step towards achieving the integration of imaging and modelling improving our understanding of the human body in paediatric health and disease.
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Affiliation(s)
- Haribalan Kumar
- Mātai Medical Research Institute, Gisborne, New Zealand
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- GE Healthcare (Australia & New Zealand), Auckland, New Zealand
| | - Robby Green
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Daniel M. Cornfeld
- Mātai Medical Research Institute, Gisborne, New Zealand
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Paul Condron
- Mātai Medical Research Institute, Gisborne, New Zealand
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Taylor Emsden
- Mātai Medical Research Institute, Gisborne, New Zealand
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Ayah Elsayed
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Auckland University of Technology, Auckland, New Zealand
| | - Debbie Zhao
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Kat Gilbert
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Martyn P. Nash
- Mātai Medical Research Institute, Gisborne, New Zealand
- Department of Engineering Science, University of Auckland, Auckland, New Zealand
| | - Alys R. Clark
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Merryn H. Tawhai
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Kelly Burrowes
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Rinki Murphy
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Maryam Tayebi
- Mātai Medical Research Institute, Gisborne, New Zealand
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Josh McGeown
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Eryn Kwon
- Mātai Medical Research Institute, Gisborne, New Zealand
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Vickie Shim
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Alan Wang
- Mātai Medical Research Institute, Gisborne, New Zealand
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Julie Choisne
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Laura Carman
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Thor Besier
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Geoffrey Handsfield
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | | | - Jiantao Shen
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Gonzalo Maso Talou
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Soroush Safaei
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Jerome J. Maller
- GE Healthcare (Australia & New Zealand), Auckland, New Zealand
- Monash Alfred Psychiatry Research Centre, Melbourne, VIC, Australia
| | | | - Leigh Potter
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Samantha J. Holdsworth
- Mātai Medical Research Institute, Gisborne, New Zealand
- Faculty of Medical and Health Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand
- *Correspondence: Samantha J. Holdsworth,
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25
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Britto CJ, Ratjen F, Clancy JP. Emerging Approaches to Monitor and Modify Care in the Era of Cystic Fibrosis Transmembrane Conductance Regulators. Clin Chest Med 2022; 43:631-646. [PMID: 36344071 DOI: 10.1016/j.ccm.2022.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
As we characterize the clinical benefits of highly effective modulator therapy (HEMT) in the cystic fibrosis (CF) population, our paradigm for treating and monitoring disease continues to evolve. More sensitive approaches are necessary to detect early disease and clinical progression. This article reviews evolving strategies to assess disease control and progression in the HEMT era. This article also explores developments in pulmonary function monitoring, advanced respiratory imaging, tools for the collection of patient-reported outcomes, and their application to profile individual responses, guide therapeutic decisions, and improve the quality of life of people with CF.
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Affiliation(s)
- Clemente J Britto
- Yale Adult Cystic Fibrosis Program, Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Yale University School of Medicine.
| | - Felix Ratjen
- Division of Respiratory Medicine, Translational Medicine, University of Toronto Hospital for Sick Children, 555 University Avenue, Toronto Ontario M5G 1X8, Canada
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26
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Britto CJ, Taylor-Cousar JL. Cystic Fibrosis in the Era of Highly Effective CFTR Modulators. Clin Chest Med 2022; 43:xiii-xvi. [PMID: 36344084 DOI: 10.1016/j.ccm.2022.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Clemente J Britto
- Department of Internal Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, 300 Cedar Street, TAC-S419, New Haven, CT 06520, USA.
| | - Jennifer L Taylor-Cousar
- Departments of Medicine and Pediatrics, Divisions of Pulmonary Sciences and Critical Care Medicine and Pediatric Pulmonology, University of Colorado, Anschutz Medical Campus, 1400 Jackson Street, J318, Denver, CO 80206, USA.
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27
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Drummond D, Hadchouel A, Petit A, Khen-Dunlop N, Lozach C, Delacourt C, Berteloot L. Strategies for recognizing pneumonia look-alikes. Eur J Pediatr 2022; 181:3565-3575. [PMID: 35906335 DOI: 10.1007/s00431-022-04575-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 07/20/2022] [Accepted: 07/21/2022] [Indexed: 11/03/2022]
Abstract
Community-acquired pneumonia is a common diagnosis in children. Among the many children whose symptoms and/or chest X-ray is consistent with community-acquired pneumonia, it can be difficult to distinguish the rare cases of differential diagnoses that require specific management. The aim of this educational article is to provide clinicians with a series of questions to ask themselves in order to detect a possible differential diagnosis of pneumonia in children. The value of this approach is illustrated by 13 real clinical cases in which a child was misdiagnosed as having lobar pneumonia. What is Known: • When a lobar pneumonia is diagnosed, an appropriate antibiotic treatment leads to the resolution of the clinical signs in most cases. • However, several diseases can be look-alikes for pneumonia and mislead the practitioner. What is New: • This article provides a new approach to identify differential diagnoses of pneumonia in children. • It is illustrated by 13 real-life situations of children misdiagnosed as having pneumonia.
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Affiliation(s)
- David Drummond
- Department of Pediatric Pulmonology and Allergology, University Hospital Necker-Enfants Malades, AP-HP, 149 rue de Sèvres, 75015, Paris, France. .,Université de Paris, Paris, France.
| | - Alice Hadchouel
- Department of Pediatric Pulmonology and Allergology, University Hospital Necker-Enfants Malades, AP-HP, 149 rue de Sèvres, 75015, Paris, France.,Université de Paris, Paris, France
| | - Arnaud Petit
- Department of Pediatric Hematology and Oncology, University Hospital Trousseau, AP-HP, Paris, France.,Paris-Sorbonne University, Paris, France
| | - Naziha Khen-Dunlop
- Department of Pediatric Surgery, University Hospital Necker-Enfants Malades, AP-HP, Paris, France
| | - Cécile Lozach
- Department of Pediatric Radiology, University Hospital Necker-Enfants Malades, AP-HP, Paris, France
| | - Christophe Delacourt
- Department of Pediatric Pulmonology and Allergology, University Hospital Necker-Enfants Malades, AP-HP, 149 rue de Sèvres, 75015, Paris, France.,Université de Paris, Paris, France
| | - Laureline Berteloot
- Department of Pediatric Radiology, University Hospital Necker-Enfants Malades, AP-HP, Paris, France
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28
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Going the Extra Mile: Why Clinical Research in Cystic Fibrosis Must Include Children. CHILDREN 2022; 9:children9071080. [PMID: 35884064 PMCID: PMC9323167 DOI: 10.3390/children9071080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 07/14/2022] [Indexed: 11/16/2022]
Abstract
This is an exciting time for research and novel drug development in cystic fibrosis. However, rarely has the adage, “Children are not just little adults” been more relevant. This article is divided into two main sections. In the first, we explore why it is important to involve children in research. We discuss the potential benefits of understanding a disease and its treatment in children, and we highlight that children have the same legal and ethical right to evidence-based therapy as adults. Additionally, we discuss why extrapolation from adults may be inappropriate, for example, medication pharmacokinetics may be different in children, and there may be unpredictable adverse effects. In the second part, we discuss how to involve children and their families in research. We outline the importance and the complexities of selecting appropriate outcome measures, and we discuss the role co-design may have in improving the involvement of children. We highlight the importance of appropriate staffing and resourcing, and we outline some of the common challenges and possible solutions, including practical tips on obtaining consent/assent in children and adolescents. We conclude that it is unethical to simply rely on extrapolation from adult studies because research in young children is challenging and that research should be seen as a normal part of the paediatric therapeutic journey.
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29
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Application of Highly Flexible Adaptive Image Receive Coil for Lung MR Imaging Using Zero TE Sequence: Comparison with Conventional Anterior Array Coil. Diagnostics (Basel) 2022; 12:diagnostics12010148. [PMID: 35054316 PMCID: PMC8774338 DOI: 10.3390/diagnostics12010148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 01/06/2022] [Accepted: 01/06/2022] [Indexed: 02/06/2023] Open
Abstract
(1) Background: Highly flexible adaptive image receive (AIR) coil has become available for clinical use. The present study aimed to evaluate the performance of AIR anterior array coil in lung MR imaging using a zero echo time (ZTE) sequence compared with conventional anterior array (CAA) coil. (2) Methods: Sixty-six patients who underwent lung MR imaging using both AIR coil (ZTE-AIR) and CAA coil (ZTE-CAA) were enrolled. Image quality of ZTE-AIR and ZTE-CAA was quantified by calculating blur metric value, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) of lung parenchyma. Image quality was qualitatively assessed by two independent radiologists. Lesion detection capabilities for lung nodules and emphysema and/or lung cysts were evaluated. Patients' comfort levels during examinations were assessed. (3) Results: SNR and CNR of lung parenchyma were higher (both p < 0.001) in ZTE-AIR than in ZTE-CAA. Image sharpness was superior in ZTE-AIR (p < 0.001). Subjective image quality assessed by two independent readers was superior (all p < 0.05) in ZTE-AIR. AIR coil was preferred by 64 of 66 patients. ZTE-AIR showed higher (all p < 0.05) sensitivity for sub-centimeter nodules than ZTE-CAA by both readers. ZTE-AIR showed higher (all p < 0.05) sensitivity and accuracy for detecting emphysema and/or cysts than ZTE-CAA by both readers. (4) Conclusions: The use of highly flexible AIR coil in ZTE lung MR imaging can improve image quality and patient comfort. Application of AIR coil in parenchymal imaging has potential for improving delineation of low-density parenchymal lesions and tiny nodules.
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Abstract
PURPOSE OF REVIEW Radiological imaging has a crucial role in pulmonary evaluation in cystic fibrosis (CF), having been shown to be more sensitive than pulmonary function testing at detecting structural lung changes. The present review summarizes the latest published information on established and evolving pulmonary imaging techniques for assessing people with this potentially life-limiting disorder. RECENT FINDINGS Chest computed tomography (CT) has taken over the predominant role of chest radiography in many centres for the initial assessment and surveillance of CF lung disease. However, several emerging techniques offer a promising means of pulmonary imaging using less ionizing radiation. This is of particular importance given these patients tend to require repeated imaging throughout their lives from a young age. Such techniques include ultra-low-dose CT, tomosynthesis, dynamic radiography and magnetic resonance imaging. In addition, deep-learning algorithms are anticipated to improve diagnostic accuracy. SUMMARY The recent introduction of triple-combination CF transmembrane regulator therapy has put further emphasis on the need for sensitive methods of monitoring treatment response to allow for early adaptation of treatment regimens in order to limit irreversible lung damage. Further research is needed to establish how emerging imaging techniques can contribute to this safely and effectively.
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31
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ATS Core Curriculum 2021. Pediatric Pulmonary Medicine: Pulmonary Infections. ATS Sch 2021; 2:452-467. [PMID: 34667993 PMCID: PMC8518607 DOI: 10.34197/ats-scholar.2021-0034re] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 05/25/2021] [Indexed: 11/24/2022] Open
Abstract
The following is a concise review of the Pediatric Pulmonary Medicine Core reviewing pediatric pulmonary infections, diagnostic assays, and imaging techniques presented at the 2021 American Thoracic Society Core Curriculum. Molecular methods have revolutionized microbiology. We highlight the need to collect appropriate samples for detection of specific pathogens or for panels and understand the limitations of the assays. Considerable progress has been made in imaging modalities for detecting pediatric pulmonary infections. Specifically, lung ultrasound and lung magnetic resonance imaging are promising radiation-free diagnostic tools, with results comparable with their radiation-exposing counterparts, for the evaluation and management of pulmonary infections. Clinicians caring for children with pulmonary disease should ensure that patients at risk for nontuberculous mycobacteria disease are identified and receive appropriate nontuberculous mycobacteria screening, monitoring, and treatment. Children with coronavirus disease (COVID-19) typically present with mild symptoms, but some may develop severe disease. Treatment is mainly supportive care, and most patients make a full recovery. Anticipatory guidance and appropriate counseling from pediatricians on social distancing and diagnostic testing remain vital to curbing the pandemic. The pediatric immunocompromised patient is at risk for invasive and opportunistic pulmonary infections. Prompt recognition of predisposing risk factors, combined with knowledge of clinical characteristics of microbial pathogens, can assist in the diagnosis and treatment of specific bacterial, viral, or fungal diseases.
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32
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Dournes G, Hall CS, Willmering MM, Brody AS, Macey J, Bui S, Denis-De-Senneville B, Berger P, Laurent F, Benlala I, Woods JC. Artificial intelligence in CT for quantifying lung changes in the era of CFTR modulators. Eur Respir J 2021; 59:13993003.00844-2021. [PMID: 34266943 DOI: 10.1183/13993003.00844-2021] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 07/02/2021] [Indexed: 11/05/2022]
Abstract
RATIONALE Chest computed tomography (CT) remains the imaging standard for demonstrating cystic fibrosis airway structural disease in vivo. However, visual scorings as an outcome measure are time-consuming, require training, and lack high reproducibility. OBJECTIVE To validate a fully automated artificial intelligence-driven scoring of cystic fibrosis lung disease severity. METHODS Data were retrospectively collected in three cystic fibrosis reference centers, between 2008 and 2020, in 184 patients 4 to 54-years-old. An algorithm using three two-dimensional convolutional neural networks was trained with 78 patients' CTs (23 530 CT slices) for the semantic labeling of bronchiectasis, peribronchial thickening, bronchial mucus, bronchiolar mucus, and collapse/consolidation. 36 patients' CTs (11 435 CT slices) were used for testing versus ground-truth labels. The method's clinical validity was assessed in an independent group of 70 patients with or without lumacaftor/ivacaftor treatment (n=10 and 60, respectively) with repeat examinations. Similarity and reproducibility were assessed using Dice coefficient, correlations using Spearman test, and paired comparisons using Wilcoxon rank test. MEASUREMENT AND MAIN RESULTS The overall pixelwise similarity of artificial intelligence-driven versus ground-truth labels was good (Dice coefficient=0.71). All artificial intelligence-driven volumetric quantifications had moderate to very good correlations to a visual imaging scoring (p<0.001) and fair to good correlations to FEV1% at pulmonary function test (p<0.001). Significant decreases in peribronchial thickening (p=0.005), bronchial mucus (p=0.005), bronchiolar mucus (p=0.007) volumes were measured in patients with lumacaftor/ivacaftor. Conversely, bronchiectasis (p=0.002) and peribronchial thickening (p=0.008) volumes increased in patients without lumacaftor/ivacaftor. The reproducibility was almost perfect (Dice>0.99). CONCLUSION Artificial intelligence allows a fully automated volumetric quantification of cystic fibrosis-related modifications over an entire lung. The novel scoring system could provide a robust disease outcome in the era of effective CFTR modulator therapy.
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Affiliation(s)
- Gael Dournes
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France .,CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France.,Indicates that both authors contributed the same to the study
| | - Chase S Hall
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, University of Kansas School of Medicine, Kansas City, Kansas, United States of America.,Indicates that both authors contributed the same to the study
| | - Matthew M Willmering
- Division of Pulmonary Medicine and Department of Radiology, Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States of America
| | - Alan S Brody
- Division of Pulmonary Medicine and Department of Radiology, Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States of America
| | - Julie Macey
- CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Stephanie Bui
- Bordeaux University Hospital, Hôpital Pellegrin-Enfants, paediatric Cystic Fibrosis Reference Center (CRCM), Centre d'Investigation Clinique (CIC 1401), Bordeaux, France
| | | | - Patrick Berger
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France.,CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - François Laurent
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France.,CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Ilyes Benlala
- Univ. Bordeaux, INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France.,CHU Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Jason C Woods
- Division of Pulmonary Medicine and Department of Radiology, Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States of America.,Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
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