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Wojsyk-Banaszak I, Więckowska B, Szczepankiewicz A, Stachowiak Z, Andrzejewska M, Juchnowicz J, Kycler M, Famulska P, Osińska M, Jończyk-Potoczna K. MRI and Pulmonary Function Tests' Results as Ventilation Inhomogeneity Markers in Children and Adolescents with Cystic Fibrosis. J Clin Med 2023; 12:5136. [PMID: 37568538 PMCID: PMC10419458 DOI: 10.3390/jcm12155136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/17/2023] [Accepted: 08/03/2023] [Indexed: 08/13/2023] Open
Abstract
Magnetic resonance imaging (MRI) of the chest is becoming more available in the detection and monitoring of early changes in lung function and structure in patients with cystic fibrosis (CF). The aim of this study was to assess the relationship between pulmonary function tests (PFT) and perfusion deficits in CF children measured by MRI. We performed a retrospective analysis of the perfusion lung MRI scans and the results of spirometry, oscillometry, body plethysmography, single-breath carbon monoxide uptake, and multiple-breath washout technique (MBW). There were statistically significant correlations between the MRI perfusion scores and MBW parameters (2.5% LCI, M1/M0, M2/M0), spirometry parameters (FEV1, FVC, FEF25/75), reactance indices in impulse oscillometry (X5Hz, X10Hz), total lung capacity (TLC) measured in single breath carbon monoxide uptake, markers of air-trapping in body plethysmography (RV, RV/TLC), and the diffusing capacity of the lungs for carbon monoxide. We also observed significant differences in the aforementioned PFT variables between the patient groups divided based on perfusion scores. We noted a correlation between markers of functional lung deficits measured by the MRI and PFTs in CF children. MRI perfusion abnormalities were reflected sooner in the course of the disease than PFT abnormalities.
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Affiliation(s)
- Irena Wojsyk-Banaszak
- Department of Paediatric Pulmonology, Allergy and Clinical Immunology, Poznan University of Medical Sciences, 60-572 Poznań, Poland; (M.A.); (M.K.)
| | - Barbara Więckowska
- Department of Computer Science and Statistics, Poznan University of Medical Sciences, 61-701 Poznań, Poland; (B.W.); (J.J.)
| | - Aleksandra Szczepankiewicz
- Molecular and Cell Biology Unit, Poznan University of Medical Sciences, 60-572 Poznań, Poland; (A.S.); (Z.S.)
| | - Zuzanna Stachowiak
- Molecular and Cell Biology Unit, Poznan University of Medical Sciences, 60-572 Poznań, Poland; (A.S.); (Z.S.)
| | - Marta Andrzejewska
- Department of Paediatric Pulmonology, Allergy and Clinical Immunology, Poznan University of Medical Sciences, 60-572 Poznań, Poland; (M.A.); (M.K.)
| | - Jerzy Juchnowicz
- Department of Computer Science and Statistics, Poznan University of Medical Sciences, 61-701 Poznań, Poland; (B.W.); (J.J.)
| | - Maciej Kycler
- Department of Paediatric Pulmonology, Allergy and Clinical Immunology, Poznan University of Medical Sciences, 60-572 Poznań, Poland; (M.A.); (M.K.)
| | - Paulina Famulska
- Pediatric and Cystic Fibrosis Department, Pediatric Hospital in Gdańsk, 80-308 Gdańsk, Poland; (P.F.); (M.O.)
| | - Marta Osińska
- Pediatric and Cystic Fibrosis Department, Pediatric Hospital in Gdańsk, 80-308 Gdańsk, Poland; (P.F.); (M.O.)
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Whitfield CA, Horsley A, Jensen OE, Horn FC, Collier GJ, Smith LJ, Wild JM. Model-based Bayesian inference of the ventilation distribution in patients with cystic fibrosis from multiple breath washout, with comparison to ventilation MRI. Respir Physiol Neurobiol 2022; 302:103919. [PMID: 35562095 DOI: 10.1016/j.resp.2022.103919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 04/06/2022] [Accepted: 05/05/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Indices of ventilation heterogeneity (VH) from multiple breath washout (MBW) have been shown to correlate well with VH indices derived from hyperpolarised gas ventilation MRI. Here we report the prediction of ventilation distributions from MBW data using a mathematical model, and the comparison of these predictions with imaging data. METHODS We developed computer simulations of the ventilation distribution in the lungs to model MBW measurement with 3 parameters: σV, determining the extent of VH; V0, the lung volume; and VD, the dead-space volume. These were inferred for each individual from supine MBW data recorded from 25 patients with cystic fibrosis (CF) using approximate Bayesian computation. The fitted models were used to predict the distribution of gas imaged by 3He ventilation MRI measurements collected from the same visit. RESULTS The MRI indices measured (I1/3, the fraction of pixels below one-third of the mean intensity and ICV, the coefficient of variation of pixel intensity) correlated strongly with those predicted by the MBW model fits (r=0.93,0.88 respectively). There was also good agreement between predicted and measured MRI indices (mean bias ± limits of agreement: I1/3:-0.003±0.118 and ICV:-0.004±0.298). Fitted model parameters were robust to truncation of MBW data. CONCLUSION We have shown that the ventilation distribution in the lung can be inferred from an MBW signal, and verified this using ventilation MRI. The Bayesian method employed extracts this information with fewer breath cycles than required for LCI, reducing acquisition time required, and gives uncertainty bounds, which are important for clinical decision making.
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Affiliation(s)
- Carl A Whitfield
- Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK; Department of Mathematics, University of Manchester, Manchester, UK.
| | - Alexander Horsley
- Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK
| | - Oliver E Jensen
- Department of Mathematics, University of Manchester, Manchester, UK
| | - Felix C Horn
- POLARIS, Imaging Sciences, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, UK
| | - Guilhem J Collier
- POLARIS, Imaging Sciences, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, UK
| | - Laurie J Smith
- POLARIS, Imaging Sciences, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, UK
| | - Jim M Wild
- POLARIS, Imaging Sciences, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, UK
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Antos NJ, Savant AP. Cystic fibrosis year in review 2020: Section 2 pulmonary disease, infections, and inflammation. Pediatr Pulmonol 2022; 57:347-360. [PMID: 34033706 DOI: 10.1002/ppul.25459] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/23/2021] [Accepted: 04/26/2021] [Indexed: 12/20/2022]
Abstract
The outlook for those with cystic fibrosis (CF) has never been brighter with ever increasing life expectancy and the approval of the highly effective CFTR modulators, such as elexacaftor/tezacaftor/ivacaftor. With that being said, the progressive pulmonary decline and importance of lung health, infection, and inflammation in CF remains. This review is the second part in a three-part CF Year in Review 2020. Part one focused on the literature related to CFTR modulators while part three will feature the multisystem effects related to CF. This review focuses on articles from Pediatric Pulmonology, including articles from other journals that are of particular interest to clinicians. Herein, we highlight studies published during 2020 related to CF pulmonary disease, infection, treatment, and diagnostics.
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Affiliation(s)
- Nicholas J Antos
- Department of Pediatrics, Division of Pulmonary and Sleep Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.,Department of Pediatric Pulmonology, Children's Wisconsin, Milwaukee, Wisconsin, USA
| | - Adrienne P Savant
- Department of Pediatrics, Children's Hospital of New Orleans, New Orleans, Louisiana, USA.,Department of Pediatrics, Tulane University, New Orleans, Louisiana, USA
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Stanojevic S, Bowerman C, Robinson P. Multiple breath washout: measuring early manifestations of lung pathology. Breathe (Sheff) 2022; 17:210016. [PMID: 35035543 PMCID: PMC8753656 DOI: 10.1183/20734735.0016-2021] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 07/13/2021] [Indexed: 11/05/2022] Open
Abstract
The multiple breath washout (MBW) test measures the efficiency of gas mixing in the lungs and has gained significant interest over the past 20 years. MBW outcomes detect early lung function impairment and peripheral airway pathology, through its main outcome measure lung clearance index (LCI). LCI measures the number of lung turnovers required to washout an inert tracer gas. MBW is performed during normal (tidal) breathing, making it particularly suitable for young children or those who have trouble performing forced manoeuvres. Additionally, research in chronic respiratory disease populations has shown that MBW can detect acute clinically relevant changes before conventional lung function tests, such as spirometry, thus enabling early intervention. The development of technical standards for MBW and commercial devices have allowed MBW to be implemented in clinical research and potentially routine clinical practice. Although studies have summarised clinimetric properties of MBW indices, additional research is required to establish the clinical utility of MBW and, if possible, shorten testing time. Sensitive, feasible measures of early lung function decline will play an important role in early intervention for people living with respiratory diseases. Educational aim To describe the multiple breath washout test, its applications to lung pathology and respiratory disease, as well as directions for future research.
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Affiliation(s)
- Sanja Stanojevic
- Dept of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Cole Bowerman
- Dept of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Paul Robinson
- Dept of Respiratory Medicine, Children's Hospital at Westmead, Sydney, Australia.,The Children's Hospital at Westmead Clinical School, The University of Sydney, Sydney, Australia
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Delecaris AO, Averill SH, Krasinkiewicz J, Saunders JL, Ren CL. Pediatric pulmonology year in review 2020: Physiology. Pediatr Pulmonol 2021; 56:2444-2448. [PMID: 34043883 DOI: 10.1002/ppul.25504] [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: 03/31/2021] [Revised: 05/11/2021] [Accepted: 05/13/2021] [Indexed: 11/06/2022]
Abstract
Pulmonary physiology is a core element of pediatric pulmonology care and research. This article reviews some of the notable publications in physiology that were published in Pediatric Pulmonology in 2020.
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Affiliation(s)
- Angela O Delecaris
- Division of Pediatric Pulmonology, Allergy and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Samantha H Averill
- Division of Pediatric Pulmonology, Allergy and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jonathan Krasinkiewicz
- Division of Pediatric Pulmonology, Allergy and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jessica L Saunders
- Division of Pediatric Pulmonology, Allergy and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Clement L Ren
- Division of Pediatric Pulmonology, Allergy and Sleep Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
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Verbanck S, Schuermans D, Paiva M, Robinson PD, Vanderhelst E. Reply: Fixed breathing protocols in multiple-breath-washout testing: truly an option in children? Eur Respir J 2021; 57:57/3/2100189. [PMID: 33664102 DOI: 10.1183/13993003.00189-2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 01/24/2021] [Indexed: 11/05/2022]
Affiliation(s)
- Sylvia Verbanck
- Respiratory Division, University Hospital UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Daniel Schuermans
- Respiratory Division, University Hospital UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Manuel Paiva
- Respiratory Division, University Hospital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Paul D Robinson
- Dept of Respiratory Medicine, The Children's Hospital at Westmead, Sydney, Australia.,Contibuted equally
| | - Eef Vanderhelst
- Respiratory Division, University Hospital UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium.,Contibuted equally
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Sandvik RM, Kongstad T, Green K, Voldby C, Buchvald F, Skov M, Pressler T, Nielsen KG. Prospective longitudinal association between repeated multiple breath washout measurements and computed tomography scores in children with cystic fibrosis. J Cyst Fibros 2020; 20:632-640. [PMID: 33028501 DOI: 10.1016/j.jcf.2020.09.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/12/2020] [Accepted: 09/13/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Progression of structural lung disease (SLD) is a major risk factor for morbidity in patients with cystic fibrosis (CF). We studied changes in SLD and correlations with spirometry and nitrogen multiple breath washout (N2MBW) outcomes to explore associations in contemporary evolution between structural and functional abnormalities in CF lung disease. METHODS Spirometry-controlled chest-CTs using PRAGMA-CF for scoring extent of SLD, spirometry, and N2MBW were performed at two-year intervals in school-age children with CF. RESULTS Fifty-seven children aged 6-18 years were included. No significant progression in mean PRAGMA-CF scores was observed. Half of the children showed improvement in the proportion of bronchiectasis (%Bx). Lung Clearance Index (LCI) and the second moment ratio (M2) increased significantly and baseline values correlated significantly with SLD at follow-up (p ≤ 0.0002). The correlation between the change in M2 (∆M2) and the change in total SLD was R = 0.27 (p = 0.048). We found high negative predictive values (100%) for ∆M2<10% to exclude progression in SLD. For stable or improving values of LCI and M2, the predicted probability for progression in SLD was 16% and 14%, respectively (upper 95% confidence limit: 33%). Evolution in N2MBW and CT outcomes was discordant in half of the children. CONCLUSIONS We found no progression in SLD over 2 years in school-age children with CF, in contrast to both LCI and M2, which along with discordant outcomes in half of the children underlines that N2MBW and CT assess different aspects of CF lung disease. However, stable outcomes from N2MBW were associated with stable structural lung disease.
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Affiliation(s)
- Rikke Mulvad Sandvik
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Thomas Kongstad
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Kent Green
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Christian Voldby
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Frederik Buchvald
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Marianne Skov
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Tacjana Pressler
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
| | - Kim Gjerum Nielsen
- Danish PCD & chILD Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark.
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Kentgens AC, Oppelaar M, Merkus P. A new breeze from an inspiring past: normality with multiple breath washout in school-aged children. Eur Respir J 2020; 55:55/4/2000485. [DOI: 10.1183/13993003.00485-2020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 02/29/2020] [Indexed: 11/05/2022]
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