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Ringshausen FC, Baumann I, de Roux A, Dettmer S, Diel R, Eichinger M, Ewig S, Flick H, Hanitsch L, Hillmann T, Koczulla R, Köhler M, Koitschev A, Kugler C, Nüßlein T, Ott SR, Pink I, Pletz M, Rohde G, Sedlacek L, Slevogt H, Sommerwerck U, Sutharsan S, von Weihe S, Welte T, Wilken M, Rademacher J, Mertsch P. [Management of adult bronchiectasis - Consensus-based Guidelines for the German Respiratory Society (DGP) e. V. (AWMF registration number 020-030)]. Pneumologie 2024; 78:833-899. [PMID: 39515342 DOI: 10.1055/a-2311-9450] [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: 11/16/2024]
Abstract
Bronchiectasis is an etiologically heterogeneous, chronic, and often progressive respiratory disease characterized by irreversible bronchial dilation. It is frequently associated with significant symptom burden, multiple complications, and reduced quality of life. For several years, there has been a marked global increase in the prevalence of bronchiectasis, which is linked to a substantial economic burden on healthcare systems. This consensus-based guideline is the first German-language guideline addressing the management of bronchiectasis in adults. The guideline emphasizes the importance of thoracic imaging using CT for diagnosis and differentiation of bronchiectasis and highlights the significance of etiology in determining treatment approaches. Both non-drug and drug treatments are comprehensively covered. Non-pharmacological measures include smoking cessation, physiotherapy, physical training, rehabilitation, non-invasive ventilation, thoracic surgery, and lung transplantation. Pharmacological treatments focus on the long-term use of mucolytics, bronchodilators, anti-inflammatory medications, and antibiotics. Additionally, the guideline covers the challenges and strategies for managing upper airway involvement, comorbidities, and exacerbations, as well as socio-medical aspects and disability rights. The importance of patient education and self-management is also emphasized. Finally, the guideline addresses special life stages such as transition, family planning, pregnancy and parenthood, and palliative care. The aim is to ensure comprehensive, consensus-based, and patient-centered care, taking into account individual risks and needs.
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Affiliation(s)
- Felix C Ringshausen
- Klinik für Pneumologie und Infektiologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), Deutsches Zentrum für Lungenforschung (DZL), Hannover, Deutschland
- European Reference Network on Rare and Complex Respiratory Diseases (ERN-LUNG), Frankfurt, Deutschland
| | - Ingo Baumann
- Hals-, Nasen- und Ohrenklinik, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - Andrés de Roux
- Pneumologische Praxis am Schloss Charlottenburg, Berlin, Deutschland
| | - Sabine Dettmer
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), Deutsches Zentrum für Lungenforschung (DZL), Hannover, Deutschland
- Institut für Diagnostische und Interventionelle Radiologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
| | - Roland Diel
- Institut für Epidemiologie, Universitätsklinikum Schleswig-Holstein (UKSH), Kiel, Deutschland; LungenClinic Grosshansdorf, Airway Research Center North (ARCN), Deutsches Zentrum für Lungenforschung (DZL), Grosshansdorf, Deutschland
| | - Monika Eichinger
- Klinik für Diagnostische und Interventionelle Radiologie, Thoraxklinik am Universitätsklinikum Heidelberg, Heidelberg, Deutschland; Translational Lung Research Center Heidelberg (TLRC), Deutsches Zentrum für Lungenforschung (DZL), Heidelberg, Deutschland
| | - Santiago Ewig
- Thoraxzentrum Ruhrgebiet, Kliniken für Pneumologie und Infektiologie, EVK Herne und Augusta-Kranken-Anstalt Bochum, Bochum, Deutschland
| | - Holger Flick
- Klinische Abteilung für Pulmonologie, Universitätsklinik für Innere Medizin, LKH-Univ. Klinikum Graz, Medizinische Universität Graz, Graz, Österreich
| | - Leif Hanitsch
- Institut für Medizinische Immunologie, Charité - Universitätsmedizin Berlin, Freie Universität Berlin und Humboldt-Universität zu Berlin, Berlin, Deutschland
| | - Thomas Hillmann
- Ruhrlandklinik, Westdeutsches Lungenzentrum am Universitätsklinikum Essen, Essen, Deutschland
| | - Rembert Koczulla
- Abteilung für Pneumologische Rehabilitation, Philipps Universität Marburg, Marburg, Deutschland
| | | | - Assen Koitschev
- Klinik für Hals-, Nasen-, Ohrenkrankheiten, Klinikum Stuttgart - Olgahospital, Stuttgart, Deutschland
| | - Christian Kugler
- Abteilung Thoraxchirurgie, LungenClinic Grosshansdorf, Grosshansdorf, Deutschland
| | - Thomas Nüßlein
- Klinik für Kinder- und Jugendmedizin, Gemeinschaftsklinikum Mittelrhein gGmbH, Koblenz, Deutschland
| | - Sebastian R Ott
- Pneumologie/Thoraxchirurgie, St. Claraspital AG, Basel; Universitätsklinik für Pneumologie, Allergologie und klinische Immunologie, Inselspital, Universitätsspital und Universität Bern, Bern, Schweiz
| | - Isabell Pink
- Klinik für Pneumologie und Infektiologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), Deutsches Zentrum für Lungenforschung (DZL), Hannover, Deutschland
- European Reference Network on Rare and Complex Respiratory Diseases (ERN-LUNG), Frankfurt, Deutschland
| | - Mathias Pletz
- Institut für Infektionsmedizin und Krankenhaushygiene, Universitätsklinikum Jena, Jena, Deutschland
| | - Gernot Rohde
- Pneumologie/Allergologie, Medizinische Klinik 1, Universitätsklinikum Frankfurt, Goethe-Universität, Frankfurt am Main, Deutschland
| | - Ludwig Sedlacek
- Institut für Medizinische Mikrobiologie und Krankenhaushygiene, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
| | - Hortense Slevogt
- Klinik für Pneumologie und Infektiologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), Deutsches Zentrum für Lungenforschung (DZL), Hannover, Deutschland
- Center for Individualised Infection Medicine, Hannover, Deutschland
| | - Urte Sommerwerck
- Klinik für Pneumologie, Allergologie, Schlaf- und Beatmungsmedizin, Cellitinnen-Severinsklösterchen Krankenhaus der Augustinerinnen, Köln, Deutschland
| | | | - Sönke von Weihe
- Abteilung Thoraxchirurgie, LungenClinic Grosshansdorf, Grosshansdorf, Deutschland
| | - Tobias Welte
- Klinik für Pneumologie und Infektiologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), Deutsches Zentrum für Lungenforschung (DZL), Hannover, Deutschland
- European Reference Network on Rare and Complex Respiratory Diseases (ERN-LUNG), Frankfurt, Deutschland
| | | | - Jessica Rademacher
- Klinik für Pneumologie und Infektiologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
- Biomedical Research in End-Stage and Obstructive Lung Disease (BREATH), Deutsches Zentrum für Lungenforschung (DZL), Hannover, Deutschland
- European Reference Network on Rare and Complex Respiratory Diseases (ERN-LUNG), Frankfurt, Deutschland
| | - Pontus Mertsch
- Medizinische Klinik und Poliklinik V, Klinikum der Universität München (LMU), Comprehensive Pneumology Center (CPC), Deutsches Zentrum für Lungenforschung (DZL), München, Deutschland
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2
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Woods JC. Lung MRI: The future is now. Pediatr Pulmonol 2024. [PMID: 39436073 DOI: 10.1002/ppul.27335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 09/30/2024] [Indexed: 10/23/2024]
Abstract
Tomographic imaging via MRI can capture structural abnormalities at high resolution and reveal functional abnormalities if acquired during respiration. In infants and children with chronic lung diseases, MRI can serve as a safe and effective tool to characterize cardiorespiratory disease where PFTs are not feasible. Functional lung imaging via hyperpolarized Xe MRI has been shown to have very high sensitivity to regional airway obstruction, changes in alveolar-airspace size/structure, and gas-exchange due to abnormalities in the interstitium or blood-flow; the technique is routinely used in ages 5 and up. This summary outlines each of the functional measures currently available using Xe MRI.
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Affiliation(s)
- Jason C Woods
- Pediatrics and Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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Truong TT, Mondal S, Doan VHM, Tak S, Choi J, Oh H, Nguyen TD, Misra M, Lee B, Oh J. Precision-engineered metal and metal-oxide nanoparticles for biomedical imaging and healthcare applications. Adv Colloid Interface Sci 2024; 332:103263. [PMID: 39121830 DOI: 10.1016/j.cis.2024.103263] [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: 03/22/2024] [Revised: 06/19/2024] [Accepted: 07/28/2024] [Indexed: 08/12/2024]
Abstract
The growing field of nanotechnology has witnessed numerous advancements over the past few years, particularly in the development of engineered nanoparticles. Compared with bulk materials, metal nanoparticles possess more favorable properties, such as increased chemical activity and toxicity, owing to their smaller size and larger surface area. Metal nanoparticles exhibit exceptional stability, specificity, sensitivity, and effectiveness, making them highly useful in the biomedical field. Metal nanoparticles are in high demand in biomedical nanotechnology, including Au, Ag, Pt, Cu, Zn, Co, Gd, Eu, and Er. These particles exhibit excellent physicochemical properties, including amenable functionalization, non-corrosiveness, and varying optical and electronic properties based on their size and shape. Metal nanoparticles can be modified with different targeting agents such as antibodies, liposomes, transferrin, folic acid, and carbohydrates. Thus, metal nanoparticles hold great promise for various biomedical applications such as photoacoustic imaging, magnetic resonance imaging, computed tomography (CT), photothermal, and photodynamic therapy (PDT). Despite their potential, safety considerations, and regulatory hurdles must be addressed for safe clinical applications. This review highlights advancements in metal nanoparticle surface engineering and explores their integration with emerging technologies such as bioimaging, cancer therapeutics and nanomedicine. By offering valuable insights, this comprehensive review offers a deep understanding of the potential of metal nanoparticles in biomedical research.
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Affiliation(s)
- Thi Thuy Truong
- Industry 4.0 Convergence Bionics Engineering, Department of Biomedical Engineering, Pukyong National University, Busan 48513, Republic of Korea
| | - Sudip Mondal
- Digital Healthcare Research Center, Institute of Information Technology and Convergence, Pukyong National University, Busan 48513, Republic of Korea
| | - Vu Hoang Minh Doan
- Smart Gym-Based Translational Research Center for Active Senior's Healthcare, Pukyong National University, Busan 48513, Republic of Korea
| | - Soonhyuk Tak
- Industry 4.0 Convergence Bionics Engineering, Department of Biomedical Engineering, Pukyong National University, Busan 48513, Republic of Korea
| | - Jaeyeop Choi
- Smart Gym-Based Translational Research Center for Active Senior's Healthcare, Pukyong National University, Busan 48513, Republic of Korea
| | - Hanmin Oh
- Industry 4.0 Convergence Bionics Engineering, Department of Biomedical Engineering, Pukyong National University, Busan 48513, Republic of Korea
| | - Tan Dung Nguyen
- Industry 4.0 Convergence Bionics Engineering, Department of Biomedical Engineering, Pukyong National University, Busan 48513, Republic of Korea
| | - Mrinmoy Misra
- Mechatronics Engineering Department, School of Automobile, Mechanical and Mechatronics, Manipal University, Jaipur, India
| | - Byeongil Lee
- Industry 4.0 Convergence Bionics Engineering, Department of Biomedical Engineering, Pukyong National University, Busan 48513, Republic of Korea; Digital Healthcare Research Center, Institute of Information Technology and Convergence, Pukyong National University, Busan 48513, Republic of Korea
| | - Junghwan Oh
- Industry 4.0 Convergence Bionics Engineering, Department of Biomedical Engineering, Pukyong National University, Busan 48513, Republic of Korea; Digital Healthcare Research Center, Institute of Information Technology and Convergence, Pukyong National University, Busan 48513, Republic of Korea; Smart Gym-Based Translational Research Center for Active Senior's Healthcare, Pukyong National University, Busan 48513, Republic of Korea; Ohlabs Corp., Busan 48513, Republic of Korea.
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4
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Short C, Semple T, Abkir M, Padley S, Rosenthal M, McNally P, Tiddens H, Caudri D, Bush A, Davies JC. Silence of the lungs: comparing measures of slow and noncommunicating lung units from pulmonary function tests with computed tomography. J Appl Physiol (1985) 2024; 137:883-891. [PMID: 39116346 PMCID: PMC11486470 DOI: 10.1152/japplphysiol.00340.2024] [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: 05/07/2024] [Revised: 07/24/2024] [Accepted: 08/06/2024] [Indexed: 08/10/2024] Open
Abstract
Multiple breath washout (MBW) has successfully assessed the silent lung zone particularly in cystic fibrosis lung disease, however, it is limited to the communicating lung only. There are a number of different pulmonary function methods that can assess what is commonly referred to as trapped air, with varying approaches and sensitivity. Twenty-five people with cystic fibrosis (pwCF) underwent MBW, spirometry, body plethysmography, and spirometry-controlled computed tomography (spiro-CT) on the same day. PwCF also performed extensions to MBW that evaluate air trapping, including our novel extension (MBWShX), which reveals the extent of underventilated lung units (UVLU). In addition, we used two previously established 5-breath methods that provide a volume of trapped gas (VTG). We used trapped air % from spiro-CT as the gold standard for comparison. UVLU derived from MBWShX showed the best agreement with trapped air %, both in terms of correlation (RS 0.89, P < 0.0001) and sensitivity (79%). Bland-Altman analysis demonstrated a significant underestimation of the VTG by both 5-breath methods (-249 mL [95% CI -10,796; 580 mL] and -203 mL [95% CI -997; 591 mL], respectively). Parameters from both spirometry and body plethysmography were suboptimal at assessing this pathophysiology. The parameters from MBWShX demonstrated the best relationship with spiro-CT and had the best sensitivity compared with the other pulmonary function methods assessed in this study. MBWShX shows promise to assess and monitor this critical pathophysiological feature, which has been shown to be a driver of lung disease progression in pwCF.NEW & NOTEWORTHY We consider the term "trapped air" either in the use of imaging or pulmonary function testing, something of a misnomer that can lead to an inaccurate assessment of an important physiological feature. Instead, we propose the term underventilated lung units (UVLU). Of the many pulmonary function methods we used in this study, we found that the use of multiple breath washout with short extension (MBWShX) to be the best nonimaging method.
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Affiliation(s)
- Christopher Short
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
- European Cystic Fibrosis Society, Lung Clearance Index Core Facility, London, United Kingdom
| | - Thomas Semple
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
- Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Mary Abkir
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
- European Cystic Fibrosis Society, Lung Clearance Index Core Facility, London, United Kingdom
| | - Simon Padley
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
| | - Mark Rosenthal
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
| | - Paul McNally
- RCSI University of Medicine and Health Sciences, Dublin, Ireland
- Children's Health Ireland, Dublin, Ireland
| | - Harm Tiddens
- Department of Paediatric Pulmonology and Allergology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands
- Thirona, Nijmegen, The Netherlands
| | - Daan Caudri
- Department of Paediatric Pulmonology and Allergology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Andrew Bush
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
- Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Jane C Davies
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guys and St Thomas' Trust, London, United Kingdom
- European Cystic Fibrosis Society, Lung Clearance Index Core Facility, London, United Kingdom
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5
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Bdaiwi AS, Svoboda AM, Murdock KE, Hendricks A, Hossain MM, Kramer EL, Brewington JJ, Willmering MM, Woods JC, Walkup LL, Cleveland ZI. Quantifying abnormal alveolar microstructure in cystic fibrosis lung disease via hyperpolarized 129Xe diffusion MRI. J Cyst Fibros 2024; 23:926-935. [PMID: 38997823 PMCID: PMC11410525 DOI: 10.1016/j.jcf.2024.07.002] [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: 03/12/2024] [Revised: 06/05/2024] [Accepted: 07/01/2024] [Indexed: 07/14/2024]
Abstract
RATIONALE Cystic Fibrosis (CF) progresses through recurrent infection and inflammation, causing permanent lung function loss and airway remodeling. CT scans reveal abnormally low-density lung parenchyma in CF, but its microstructural nature remains insufficiently explored due to clinical CT limitations. To this end, diffusion-weighted 129Xe MRI is a non-invasive and validated measure of lung microstructure. In this work, we investigate microstructural changes in people with CF (pwCF) relative to age-matched, healthy subjects using comprehensive imaging and analysis involving pulmonary-function tests (PFTs), and 129Xe MRI. METHODS 38 healthy subjects (age 6-40; 17.2 ± 9.5 years) and 39 pwCF (age 6-40; 15.6 ± 8.0 years) underwent 129Xe-diffusion MRI and PFTs. The distribution of diffusion measurements (i.e., apparent diffusion coefficients (ADC) and morphometric parameters) was assessed via linear binning (LB). The resulting volume percentages of bins were compared between controls and pwCF. Mean ADC and morphometric parameters were also correlated with PFTs. RESULTS Mean whole-lung ADC correlated significantly with age (P < 0.001) for both controls and CF, and with PFTs (P < 0.05) specifically for pwCF. Although there was no significant difference in mean ADC between controls and pwCF (P = 0.334), age-adjusted LB indicated significant voxel-level diffusion (i.e., ADC and morphometric parameters) differences in pwCF compared to controls (P < 0.05). CONCLUSIONS 129Xe diffusion MRI revealed microstructural abnormalities in CF lung disease. Smaller microstructural size may reflect compression from overall higher lung density due to interstitial inflammation, fibrosis, or other pathological changes. While elevated microstructural size may indicate emphysema-like remodeling due to chronic inflammation and infection.
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Affiliation(s)
- Abdullah S Bdaiwi
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH 45221, United States
| | - Alexandra M Svoboda
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; College of Medicine, University of Cincinnati, Cincinnati, OH 45221, United States
| | - Kyle E Murdock
- Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States
| | - Alexandra Hendricks
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH 45221, United States
| | - Md M Hossain
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - Elizabeth L Kramer
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - John J Brewington
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - Matthew M Willmering
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States; Department of Physics, University of Cincinnati, Cincinnati, United States
| | - Laura L Walkup
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH 45221, United States; Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - Zackary I Cleveland
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH 45221, United States; Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States.
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6
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Nauck S, Pohl M, Jobst BJ, Melzig C, Meredig H, Weinheimer O, Triphan S, von Stackelberg O, Konietzke P, Kauczor HU, Heußel CP, Wielpütz MO, Biederer J. Phenotyping of COPD with MRI in comparison to same-day CT in a multi-centre trial. Eur Radiol 2024; 34:5597-5609. [PMID: 38345607 PMCID: PMC11364611 DOI: 10.1007/s00330-024-10610-0] [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: 09/10/2023] [Revised: 12/07/2023] [Accepted: 12/24/2023] [Indexed: 08/31/2024]
Abstract
OBJECTIVES A prospective, multi-centre study to evaluate concordance of morphologic lung MRI and CT in chronic obstructive pulmonary disease (COPD) phenotyping for airway disease and emphysema. METHODS A total of 601 participants with COPD from 15 sites underwent same-day morpho-functional chest MRI and paired inspiratory-expiratory CT. Two readers systematically scored bronchial wall thickening, bronchiectasis, centrilobular nodules, air trapping and lung parenchyma defects in each lung lobe and determined COPD phenotype. A third reader acted as adjudicator to establish consensus. Inter-modality and inter-reader agreement were assessed using Cohen's kappa (im-κ and ir-κ). RESULTS The mean combined MRI score for bronchiectasis/bronchial wall thickening was 4.5/12 (CT scores, 2.2/12 for bronchiectasis and 6/12 for bronchial wall thickening; im-κ, 0.04-0.3). Expiratory right/left bronchial collapse was observed in 51 and 47/583 on MRI (62 and 57/599 on CT; im-κ, 0.49-0.52). Markers of small airways disease on MRI were 0.15/12 for centrilobular nodules (CT, 0.34/12), 0.94/12 for air trapping (CT, 0.9/12) and 7.6/12 for perfusion deficits (CT, 0.37/12 for mosaic attenuation; im-κ, 0.1-0.41). The mean lung defect score on MRI was 1.3/12 (CT emphysema score, 5.8/24; im-κ, 0.18-0.26). Airway-/emphysema/mixed COPD phenotypes were assigned in 370, 218 and 10 of 583 cases on MRI (347, 218 and 34 of 599 cases on CT; im-κ, 0.63). For all examined features, inter-reader agreement on MRI was lower than on CT. CONCLUSION Concordance of MRI and CT for phenotyping of COPD in a multi-centre setting was substantial with variable inter-modality and inter-reader concordance for single diagnostic key features. CLINICAL RELEVANCE STATEMENT MRI of lung morphology may well serve as a radiation-free imaging modality for COPD in scientific and clinical settings, given that its potential and limitations as shown here are carefully considered. KEY POINTS • In a multi-centre setting, MRI and CT showed substantial concordance for phenotyping of COPD (airway-/emphysema-/mixed-type). • Individual features of COPD demonstrated variable inter-modality concordance with features of pulmonary hypertension showing the highest and bronchiectasis showing the lowest concordance. • For all single features of COPD, inter-reader agreement was lower on MRI than on CT.
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Affiliation(s)
- Sebastian Nauck
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany.
| | - Moritz Pohl
- Institute of Medical Biometry, University Hospital of Heidelberg, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Bertram J Jobst
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Claudius Melzig
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Hagen Meredig
- Department of Neuroradiology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany
| | - Oliver Weinheimer
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Simon Triphan
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Oyunbileg von Stackelberg
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Philip Konietzke
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Hans-Ulrich Kauczor
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Claus P Heußel
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at the University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Mark O Wielpütz
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Jürgen Biederer
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), Member of the German Center for Lung Research (DZL), Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
- Faculty of Medicine, University of Latvia, Raina bulvaris 19, Riga, LV-1586, Latvia
- Faculty of Medicine, Christian-Albrechts-Universität zu Kiel, 24098, Kiel, Germany
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7
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Spielberg DR, Weinman J, DeBoer EM. Advancements in imaging in ChILD. Pediatr Pulmonol 2024; 59:2276-2285. [PMID: 37222402 DOI: 10.1002/ppul.26487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 05/08/2023] [Accepted: 05/09/2023] [Indexed: 05/25/2023]
Abstract
Interstitial and diffuse lung diseases in children constitute a range of congenital and acquired disorders. These disorders present with signs and symptoms of respiratory disease accompanied by diffuse radiographic changes. In many cases, radiographic findings are nonspecific, while in other disorders, chest computed tomography (CT) is diagnostic in the appropriate context. Regardless, chest imaging remains central in the evaluation of the patient with suspected childhood interstitial lung disease (chILD). Several newly described chILD entities, spanning both genetic and acquired etiologies, have imaging that aid in their diagnoses. Advances in CT scanning technology and CT analysis techniques continue to improve scan quality as well as expand use of chest CT as a research tool. Finally, ongoing research is expanding use of imaging modalities without ionizing radiation. Magnetic resonance imaging is being applied to investigate pulmonary structure and function, and ultrasound of the lung and pleura is a novel technique with an emerging role in chILD disorders. This review describes the current state of imaging in chILD including recently described diagnoses, advances in conventional imaging techniques and applications, and evolving new imaging modalities that expand the clinical and research roles for imaging in these disorders.
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Affiliation(s)
- David R Spielberg
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jason Weinman
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Emily M DeBoer
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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8
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Bugenhagen SM, Grant JCE, Rosenbluth DB, Bhalla S. Update on the Role of Chest Imaging in Cystic Fibrosis. Radiographics 2024; 44:e240008. [PMID: 39172707 DOI: 10.1148/rg.240008] [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: 08/24/2024]
Abstract
Cystic fibrosis is a genetic disease with multisystem involvement and associated morbidity and mortality that are most directly related to progressive lung disease. The hallmark findings of cystic fibrosis in the lungs are chronic inflammation and infection, leading to progressive loss of pulmonary function and often requiring lung transplant. Predominant lung findings include mucous plugging, bronchiectasis, and air trapping, often with associated atelectasis, consolidation, and emphysema; these findings form the basis of several clinical scoring systems that are used for imaging assessment. Recently, there have been major breakthroughs in the pharmacologic management of cystic fibrosis, including highly effective modulator therapies that directly target the underlying cystic fibrosis transmembrane conductance regulator molecular defect, often leading to remarkable improvements in lung function and quality of life with corresponding significant improvements in imaging markers. The authors review current guidelines regarding cystic fibrosis with respect to disease monitoring, identifying complications, and managing advanced lung disease. In addition, they discuss the evolving role of imaging, including current trends, emerging technologies, and proposed updates to imaging guidelines endorsed by international expert committees on cystic fibrosis, which favor increased use of cross-sectional imaging to enable earlier detection of structural changes in early disease and more sensitive detection of acute changes in advanced disease. It is important for radiologists to be familiar with these trends and updates so that they can most effectively assist clinicians in guiding the management of patients with cystic fibrosis in all stages of disease. ©RSNA, 2024.
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Affiliation(s)
- Scott M Bugenhagen
- From the Mallinckrodt Institute of Radiology (S.M.B, J.C.E.G, S.B.) and Department of Medicine (D.B.R.), Washington University, 660 S Euclid Ave, St. Louis, MO 63110
| | - Jacob C E Grant
- From the Mallinckrodt Institute of Radiology (S.M.B, J.C.E.G, S.B.) and Department of Medicine (D.B.R.), Washington University, 660 S Euclid Ave, St. Louis, MO 63110
| | - Daniel B Rosenbluth
- From the Mallinckrodt Institute of Radiology (S.M.B, J.C.E.G, S.B.) and Department of Medicine (D.B.R.), Washington University, 660 S Euclid Ave, St. Louis, MO 63110
| | - Sanjeev Bhalla
- From the Mallinckrodt Institute of Radiology (S.M.B, J.C.E.G, S.B.) and Department of Medicine (D.B.R.), Washington University, 660 S Euclid Ave, St. Louis, MO 63110
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9
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Kang H, Park C, Yang H. Evaluation of Denoising Performance of ResNet Deep Learning Model for Ultrasound Images Corresponding to Two Frequency Parameters. Bioengineering (Basel) 2024; 11:723. [PMID: 39061805 PMCID: PMC11274249 DOI: 10.3390/bioengineering11070723] [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: 06/17/2024] [Revised: 07/03/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
Ultrasound imaging is widely used for accurate diagnosis due to its noninvasive nature and the absence of radiation exposure, which is achieved by controlling the scan frequency. In addition, Gaussian and speckle noises degrade image quality. To address this issue, filtering techniques are typically used in the spatial domain. Recently, deep learning models have been increasingly applied in the field of medical imaging. In this study, we evaluated the effectiveness of a convolutional neural network-based residual network (ResNet) deep learning model for noise reduction when Gaussian and speckle noises were present. We compared the results with those obtained from conventional filtering techniques. A dataset of 500 images was prepared, and Gaussian and speckle noises were added to create noisy input images. The dataset was divided into training, validation, and test sets in an 8:1:1 ratio. The ResNet deep learning model, comprising 16 residual blocks, was trained using optimized hyperparameters, including the learning rate, optimization function, and loss function. For quantitative analysis, we calculated the normalized noise power spectrum, peak signal-to-noise ratio, and root mean square error. Our findings showed that the ResNet deep learning model exhibited superior noise reduction performance to median, Wiener, and median-modified Wiener filter algorithms.
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Affiliation(s)
- Hyekyoung Kang
- Department of Radiological Science, College of Health & Medical, Shingu University, 377, Gwangmyeong-ro, Jungwon-gu, Seongnam-si 13174, Republic of Korea;
| | - Chanrok Park
- Department of Radiological Science, College of Health Science, Eulji University, 553, Sanseong-daero, Sujeong-gu, Seongnam-si 13135, Republic of Korea;
| | - Hyungjin Yang
- Department of Physics, Korea University, Sejong 30019, Republic of Korea
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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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Doellinger F, Bauman G, Roehmel J, Stahl M, Posch H, Steffen IG, Pusterla O, Bieri O, Wielpütz MO, Mall MA. Contrast agent-free functional magnetic resonance imaging with matrix pencil decomposition to quantify abnormalities in lung perfusion and ventilation in patients with cystic fibrosis. Front Med (Lausanne) 2024; 11:1349466. [PMID: 38903825 PMCID: PMC11188455 DOI: 10.3389/fmed.2024.1349466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 05/20/2024] [Indexed: 06/22/2024] Open
Abstract
Background Previous studies showed that contrast-enhanced (CE) morpho-functional magnetic resonance imaging (MRI) detects abnormalities in lung morphology and perfusion in patients with cystic fibrosis (CF). Novel matrix pencil decomposition MRI (MP-MRI) enables quantification of lung perfusion and ventilation without intravenous contrast agent administration. Objectives To compare MP-MRI with established morpho-functional MRI and spirometry in patients with CF. Methods Thirty-nine clinically stable patients with CF (mean age 21.6 ± 10.7 years, range 8-45 years) prospectively underwent morpho-functional MRI including CE perfusion MRI, MP-MRI and spirometry. Two blinded chest radiologists assessed morpho-functional MRI and MP-MRI employing the validated chest MRI score. In addition, MP-MRI data were processed by automated software calculating perfusion defect percentage (QDP) and ventilation defect percentage (VDP). Results MP perfusion score and QDP correlated strongly with the CE perfusion score (both r = 0.81; p < 0.01). MP ventilation score and VDP showed strong inverse correlations with percent predicted FEV1 (r = -0.75 and r = -0.83; p < 0.01). The comparison of visual and automated parameters showed that both MP perfusion score and QDP, and MP ventilation score and VDP were strongly correlated (r = 0.74 and r = 0.78; both p < 0.01). Further, the MP perfusion score and MP ventilation score, as well as QDP and VDP were strongly correlated (r = 0.88 and r = 0.86; both p < 0.01). Conclusion MP-MRI detects abnormalities in lung perfusion and ventilation in patients with CF without intravenous or inhaled contrast agent application, and correlates strongly with the well-established CE perfusion MRI score and spirometry. Automated analysis of MP-MRI may serve as quantitative noninvasive outcome measure for diagnostic monitoring and clinical trials.
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Affiliation(s)
- Felix Doellinger
- Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Grzegorz Bauman
- Division of Radiological Physics, Department of Radiology, University of Basel Hospital, Basel, Switzerland
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Jobst Roehmel
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Lung Research (DZL), Associated Partner Site, Berlin, Germany
| | - Mirjam Stahl
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Lung Research (DZL), Associated Partner Site, Berlin, Germany
| | - Helena Posch
- Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ingo G. Steffen
- Department of Pediatric Hematology and Oncology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Orso Pusterla
- Division of Radiological Physics, Department of Radiology, University of Basel Hospital, Basel, Switzerland
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Oliver Bieri
- Division of Radiological Physics, Department of Radiology, University of Basel Hospital, Basel, Switzerland
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Mark O. Wielpütz
- Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital of Heidelberg, Heidelberg, Germany
| | - Marcus A. Mall
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Lung Research (DZL), Associated Partner Site, Berlin, Germany
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Ohno Y, Ozawa Y, Nagata H, Ueda T, Yoshikawa T, Takenaka D, Koyama H. Lung Magnetic Resonance Imaging: Technical Advancements and Clinical Applications. Invest Radiol 2024; 59:38-52. [PMID: 37707840 DOI: 10.1097/rli.0000000000001017] [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: 09/15/2023]
Abstract
ABSTRACT Since lung magnetic resonance imaging (MRI) became clinically available, limited clinical utility has been suggested for applying MRI to lung diseases. Moreover, clinical applications of MRI for patients with lung diseases or thoracic oncology may vary from country to country due to clinical indications, type of health insurance, or number of MR units available. Because of this situation, members of the Fleischner Society and of the Japanese Society for Magnetic Resonance in Medicine have published new reports to provide appropriate clinical indications for lung MRI. This review article presents a brief history of lung MRI in terms of its technical aspects and major clinical indications, such as (1) what is currently available, (2) what is promising but requires further validation or evaluation, and (3) which developments warrant research-based evaluations in preclinical or patient studies. We hope this article will provide Investigative Radiology readers with further knowledge of the current status of lung MRI and will assist them with the application of appropriate protocols in routine clinical practice.
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Affiliation(s)
- Yoshiharu Ohno
- From the Department of Diagnostic Radiology, Fujita Health University School of Medicine, Toyoake, Aichi, Japan (Y. Ohno); Joint Research Laboratory of Advanced Medical Imaging, Fujita Health University School of Medicine, Toyoake, Aichi, Japan (Y. Ohno and H.N.); Department of Radiology, Fujita Health University School of Medicine, Toyoake, Aichi, Japan (Y. Ozawa and T.U.); Department of Diagnostic Radiology, Hyogo Cancer Center, Akashi, Hyogo, Japan (T.Y., D.T.); and Department of Radiology, Advanced Diagnostic Medical Imaging, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan (H.K.)
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13
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Khani Nozari F, Modaresi M, Allahverdi B, Shirzadi R, Fattahi M. Association between sputum culture results and pulmonary changes in children with cystic fibrosis. IRANIAN JOURNAL OF MICROBIOLOGY 2023; 15:759-764. [PMID: 38156305 PMCID: PMC10751615 DOI: 10.18502/ijm.v15i6.14136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/30/2023]
Abstract
Background and Objectives Despite the significant improvement in the prognosis of cystic fibrosis (CF), it is still regarded as the most common life-shortening genetic disease in Caucasian populations. This disease is the most important cause of chronic lung disease and exocrine pancreatic insufficiency in infancy and childhood. The aim of our study was to assess the potential association between bacterial colonization detected by sputum cultures and pulmonary structural and functional changes in Iranian children with CF. Materials and Methods In this cross-sectional study, 76 CF children ≥6 years old registered in the CF Foundation of Children's Medical Center Hospital, Tehran, Iran, who underwent high resolution CT scan (HRCT), pulmonary function test, and sputum cultures within a month of each other during the study period were included. For each patient, demographic characteristics (age and sex), results of sputum cultures, forced expiratory volume in 1st second (FEV1), and chest HRCT findings based on the Bhalla scoring system were recorded in a check list. Results Sixty seven percent of the patients had positive sputum cultures, with the most commonly isolated microorganism being Pseudomonas aeruginosa (mucoid strain). Based on categorization of Bhalla scores, none of the patients had severe pulmonary involvement. FEV1 was mainly >70%. There was a statistically significant correlation between colonization with mucoid P. aeruginosa and lower Bhalla scores in children aged 14-16 years (P=0.001). Colonization with mucoid P. aeruginosa was also significantly associated with patient's age (P=0.020) and FEV-1 (P=0.001). Conclusion Severity of lung involvement in CF children is clearly dependent to mucoid P. aeruginosa colonization in airways and this notorious bacterium is the most prevalent one in Iranian CF children. Prompt identification and eradication by proper nebulized and systemic antibiotics can have valueless effects on patients' quality of life and prevent lifelong destructive complications such as bronchiectasis. Timely lung CT scan wisely advised by expert CF treatment team can meticulously detect injuries and it seems to act more efficacious than -still helpful-clinical scores and pulmonary function tests.
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Affiliation(s)
- Fatemeh Khani Nozari
- Pediatric Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammadreza Modaresi
- Pediatric Respiratory Disease and Sleep Medicine Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Bahar Allahverdi
- Pediatric Gastroenterology and Hepatology Research Center, Children’s Medical Center, The Pediatric Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Roohollah Shirzadi
- Pediatric Respiratory Disease and Sleep Medicine Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahsa Fattahi
- Immunology, Asthma and Allergy Research Institute, Tehran University of Medical Sciences, Tehran, Iran
- Children’s Medical Center, Pediatric Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
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14
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Zhang L, Xiao Z, Jiang W, Luo C, Ye M, Yue G, Chen Z, Ouyang S, Liu Y. Liver fibrosis MR images classification based on higher-order interaction and sample distribution rebalancing. Health Inf Sci Syst 2023; 11:51. [PMID: 37954065 PMCID: PMC10632346 DOI: 10.1007/s13755-023-00255-6] [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: 09/04/2023] [Accepted: 10/17/2023] [Indexed: 11/14/2023] Open
Abstract
The fractal features of liver fibrosis MR images exhibit an irregular fragmented distribution, and the diffuse feature distribution lacks interconnectivity, result- ing in incomplete feature learning and poor recognition accuracy. In this paper, we insert recursive gated convolution into the ResNet18 network to introduce spatial information interactions during the feature learning process and extend it to higher orders using recursion. Higher-order spatial information interactions enhance the correlation between features and enable the neural network to focus more on the pixel-level dependencies, enabling a global interpretation of liver MR images. Additionally, the existence of light scattering and quantum noise during the imaging process, coupled with environmental factors such as breathing artifacts caused by long time breath holding, affects the quality of the MR images. To improve the classification performance of the neural network and better cap- ture sample features, we introduce the Adaptive Rebalance loss function and incorporate the feature paradigm as a learnable adaptive attribute into the angular margin auxiliary function. Adaptive Rebalance loss function can expand the inter-class distance and narrow the intra-class difference to further enhance discriminative ability of the model. We conduct extensive experiments on liver fibrosis MR imaging involving 209 patients. The results demonstrate an average improvement of two percent in recognition accuracy compared to ResNet18. The github is at https://github.com/XZN1233/paper.git.
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Affiliation(s)
- Ling Zhang
- School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, 510006 Guangdong China
| | - Zhennan Xiao
- School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, 510006 Guangdong China
| | - Wenchao Jiang
- School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, 510006 Guangdong China
| | - Chengbin Luo
- School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, 510006 Guangdong China
| | - Ming Ye
- School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, 510006 Guangdong China
| | - Guanghui Yue
- School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, 518060 Guangdong China
| | - Zhiyuan Chen
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120 Guangdong China
| | - Shuman Ouyang
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120 Guangdong China
| | - Yupin Liu
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510120 Guangdong China
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Almaghamsi T, Attiyah WB, Bahasan M, Alotaibi BA, AlAhmadi SF, Hanbazazh M, Zakariyah A, Saleem RA, AlAnezi MK, Hawsawi Y. Identification of cystic fibrosis transmembrane conductance regulator gene (CFTR) variants: A retrospective study on the western and southern regions of Saudi Arabia. Saudi Med J 2023; 44:987-994. [PMID: 37777263 PMCID: PMC10541982 DOI: 10.15537/smj.2023.44.10.20230290] [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: 07/31/2023] [Accepted: 08/31/2023] [Indexed: 10/02/2023] Open
Abstract
OBJECTIVES To investigate the geographic distribution of common cystic fibrosis (CF) variants in the western and southern regions of Saudi Arabia. METHODS A retrospective study was conducted on 69 patients diagnosed with CF at King Faisal Specialist Hospital & Research Center, Jeddah. Patient data were collected retrospectively between June 2000 and November 2021. Various parameters were considered, including patient demographic information, CFTR variants, and respiratory cultures. RESULTS We identified 26 CFTR variants in 69 patients with CF, including one novel variant that had not been reported or published before (1549del G) in 2 patients with CF. The 6 most prevalentvariants were as follows: c.1521_1523delCTT (19%), c.1418delG (10.2%), c.579+1G>T (8.8%), c.2988+1G>A (8.8%), c.3419 T>A (7.2%), and c.4124A>C (5.8%). In addition, respiratory cultures revealed that Pseudomonas aeruginosa, Staphylococcus aureus, Haemophilus influenzae, and Streptococcus pneumoniae were highly common among patients with CF. CONCLUSION This study highlighted features of patients with CF residing in the Western and Southern regions of Saudi Arabia. Six of the 26 CFTR variants were common in these patients. We also report, for the first time, a novel variant and other CFTR variants that are yet to be reported in Saudi Arabia. These findings could help establish a foundation for cystic fibrosis screening in Saudi Arabia and may assist in clinical diagnosis and prognosis.
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Affiliation(s)
- Talal Almaghamsi
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Wejdan Ba Attiyah
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Mona Bahasan
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Badi A. Alotaibi
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Shahad F. AlAhmadi
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Mehenaz Hanbazazh
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Abeer Zakariyah
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Rimah A. Saleem
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Munaifah K. AlAnezi
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
| | - Yousef Hawsawi
- From the Department of Pediatrics (Almaghamsi, Ba Attiyah, Bahasan), King Faisal Specialist Hospital and Research Center; from the Department of Pathology (Hanbazazh), Faculty of Medicine, University of Jeddah; from the Department of Medical Genetics (Zakariyah), Faculty of Medicine, University of Jeddah; from the Research Center (AlAnezi, Hawsawi), King Faisal Specialist Hospital and Research, Jeddah; from the Department of Clinical Laboratory Sciences (Alotaibi), College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences; from the Department of Clinical Laboratory Sciences (Alotaibi), King Abdullah International Medical Research Center; from the College of Medicine (Saleem, Hawsawi), Al-Faisal University, Riyadh; from the Pharmacy Department (AlAhmadi), Muhammed Saleh Basharhil Hospital, Makkah, Kingdom of Saudi Arabia.
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Wielpütz MO. The Proton Is Not Enough: Opportunities of Combined Multinuclear MRI for Lung Functional Imaging. Chest 2023; 164:572-573. [PMID: 37689468 DOI: 10.1016/j.chest.2023.03.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 03/28/2023] [Indexed: 09/11/2023] Open
Affiliation(s)
- Mark O Wielpütz
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, and Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany.
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17
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Alam FS, Zanette B, Munidasa S, Braganza S, Li D, Woods JC, Ratjen F, Santyr G. Intra- and Inter-visit Repeatability of 129 Xenon Multiple-Breath Washout MRI in Children With Stable Cystic Fibrosis Lung Disease. J Magn Reson Imaging 2023; 58:936-948. [PMID: 36786650 DOI: 10.1002/jmri.28638] [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: 10/07/2022] [Revised: 01/25/2023] [Accepted: 01/26/2023] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND Multiple-breath washout (MBW) 129 Xe MRI (MBW Xe-MRI) is a promising technique for following pediatric cystic fibrosis (CF) lung disease progression. However, its repeatability in stable CF needs to be established to use it as an outcome measure for novel therapies. PURPOSE To assess intravisit and intervisit repeatability of MBW Xe-MRI in healthy and CF children. STUDY TYPE Prospective, longitudinal cohort study. SUBJECTS A total of 18 pediatric subjects (7 healthy, 11 CF). FIELD STRENGTH/SEQUENCE A 3 T/2D coronal hyperpolarized (HP) 129 Xe images using GRE sequence. ASSESSMENT All subjects completed MBW Xe-MRI, pulmonary function tests (PFTs) (spirometry, nitrogen [N2 ] MBW for lung clearance index [LCI]) and ventilation defect percent (VDP) at baseline (visit 1) and 1-month after. Fractional ventilation (FV), coefficient of variation (CoVFV ) maps were calculated from MBW Xe-MRI data acquired between intervening air washout breaths performed after an initial xenon breath-hold. Skewness of FV and CoVFV map distributions was also assessed. STATISTICAL TESTS Repeatability: intraclass correlation coefficients (ICC), within-subject coefficient of variation (CV%), repeatability coefficient (CR). Agreement: Bland-Altman. For correlations between MBW Xe-MRI, VDP and PFTs: Spearman's correlation. Significance threshold: P < 0.05. RESULTS For FV, intravisit median [IQR] ICC was high in both healthy (0.94 [0.48, 0.99]) and CF (0.83 [0.04, 0.97]) subjects. CoVFV also had good intravisit ICC in healthy (0.92 [0.42, 0.99]) and CF (0.79 [0.02, 0.96]) subjects. Similarly, for FV, intervisit ICC was high in health (0.94 [0.68, 0.99]) and CF (0.89 [0.61, 0.97]). CoVFV also had good intervisit ICC in health (0.92 [0.42, 0.99]) and CF (0.78 [0.26, 0.94]). FV had better intervisit repeatability than VDP. CoVFV correlated significantly with LCI (R = 0.56). Skewness of FV distributions significantly distinguished between cohorts at baseline. DATA CONCLUSION MBW Xe-MRI had high intravisit and intervisit repeatability in healthy and stable CF subjects. CoVFV correlated with LCI, suggesting the importance of ventilation heterogeneity to early CF. EVIDENCE LEVEL 1. TECHNICAL EFFICACY Stage 2.
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Affiliation(s)
- Faiyza S Alam
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Brandon Zanette
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Samal Munidasa
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sharon Braganza
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Daniel Li
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Felix Ratjen
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Respirology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Giles Santyr
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Translational Medicine Program, The Hospital for Sick Children, Toronto, Ontario, Canada
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18
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Bayat S, Wild J, Winkler T. Lung functional imaging. Breathe (Sheff) 2023; 19:220272. [PMID: 38020338 PMCID: PMC10644108 DOI: 10.1183/20734735.0272-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 10/08/2023] [Indexed: 12/01/2023] Open
Abstract
Pulmonary functional imaging modalities such as computed tomography, magnetic resonance imaging and nuclear imaging can quantitatively assess regional lung functional parameters and their distributions. These include ventilation, perfusion, gas exchange at the microvascular level and biomechanical properties, among other variables. This review describes the rationale, strengths and limitations of the various imaging modalities employed for lung functional imaging. It also aims to explain some of the most commonly measured parameters of regional lung function. A brief review of evidence on the role and utility of lung functional imaging in early diagnosis, accurate lung functional characterisation, disease phenotyping and advancing the understanding of disease mechanisms in major respiratory disorders is provided.
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Affiliation(s)
- Sam Bayat
- Department of Pulmonology and Physiology, CHU Grenoble Alpes, Grenoble, France
- Univ. Grenoble Alpes, STROBE Laboratory, INSERM UA07, Grenoble, France
| | - Jim Wild
- POLARIS, Imaging Group, Department of Infection Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Insigneo Institute, University of Sheffield, Sheffield, UK
| | - Tilo Winkler
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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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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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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Bodenberger AL, Konietzke P, Weinheimer O, Wagner WL, Stiller W, Weber TF, Heussel CP, Kauczor HU, Wielpütz MO. Quantification of airway wall contrast enhancement on virtual monoenergetic images from spectral computed tomography. Eur Radiol 2023; 33:5557-5567. [PMID: 36892642 PMCID: PMC10326154 DOI: 10.1007/s00330-023-09514-2] [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: 09/02/2022] [Revised: 12/31/2022] [Accepted: 02/02/2023] [Indexed: 03/10/2023]
Abstract
OBJECTIVES Quantitative computed tomography (CT) plays an increasingly important role in phenotyping airway diseases. Lung parenchyma and airway inflammation could be quantified by contrast enhancement at CT, but its investigation by multiphasic examinations is limited. We aimed to quantify lung parenchyma and airway wall attenuation in a single contrast-enhanced spectral detector CT acquisition. METHODS For this cross-sectional retrospective study, 234 lung-healthy patients who underwent spectral CT in four different contrast phases (non-enhanced, pulmonary arterial, systemic arterial, and venous phase) were recruited. Virtual monoenergetic images were reconstructed from 40-160 keV, on which attenuations of segmented lung parenchyma and airway walls combined for 5th-10th subsegmental generations were assessed in Hounsfield Units (HU) by an in-house software. The spectral attenuation curve slope between 40 and 100 keV (λHU) was calculated. RESULTS Mean lung density was higher at 40 keV compared to that at 100 keV in all groups (p < 0.001). λHU of lung attenuation was significantly higher in the systemic (1.7 HU/keV) and pulmonary arterial phase (1.3 HU/keV) compared to that in the venous phase (0.5 HU/keV) and non-enhanced (0.2 HU/keV) spectral CT (p < 0.001). Wall thickness and wall attenuation were higher at 40 keV compared to those at 100 keV for the pulmonary and systemic arterial phase (p ≤ 0.001). λHU for wall attenuation was significantly higher in the pulmonary arterial (1.8 HU/keV) and systemic arterial (2.0 HU/keV) compared to that in the venous (0.7 HU/keV) and non-enhanced (0.3 HU/keV) phase (p ≤ 0.002). CONCLUSIONS Spectral CT may quantify lung parenchyma and airway wall enhancement with a single contrast phase acquisition, and may separate arterial and venous enhancement. Further studies are warranted to analyze spectral CT for inflammatory airway diseases. KEY POINTS • Spectral CT may quantify lung parenchyma and airway wall enhancement with a single contrast phase acquisition. • Spectral CT may separate arterial and venous enhancement of lung parenchyma and airway wall. • The contrast enhancement can be quantified by calculating the spectral attenuation curve slope from virtual monoenergetic images.
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Affiliation(s)
- Arndt Lukas Bodenberger
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
| | - Philip Konietzke
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Oliver Weinheimer
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Willi Linus Wagner
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Wolfram Stiller
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Tim Frederik Weber
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Claus Peter Heussel
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Hans-Ulrich Kauczor
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Mark Oliver Wielpütz
- Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Im Neuenheimer Feld 156, 69120, Heidelberg, Germany.
- Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany.
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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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23
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Sheahan KP, O'Mahony AT, Morrissy D, Ibrahim H, Crowley C, Waldron MG, Sokol-Randell D, McMahon A, Maher MM, O'Connor OJ, Plant BJ. Replacing Plain Radiograph with ultra-low dose CT thorax in cystic fibrosis (CF) in the era of CFTR modulation and its impact on cumulative effective dose. J Cyst Fibros 2023; 22:715-721. [PMID: 37400300 DOI: 10.1016/j.jcf.2023.06.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 06/15/2023] [Accepted: 06/16/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND Medical radiation exposure is of increasing concern in patients with cystic fibrosis (PWCF) due to improving life expectancy. We aimed to assess and quantify the cumulative effective dose (CED) in PWCF in the context of CFTR-modulator therapy and the advancement of dose reduction techniques. METHODS We performed a retrospective observational study in a single University CF centre over a 11-year period. We included PWCF, aged over 18 years who exclusively attended our institution. Relevant clinical data (demographics, transplantation history and modulator status) and radiological data (modality, quantity, and radiation exposure measured as CED) were collected. For those on modulator therapy the quantified imaging and radiation data was dichotomised into pre-and-post therapy periods. RESULTS The study included 181 patients: 139 on CFTR modulator therapy, 15 transplant recipients and 27 with neither exposure. 82% of patients received <25 mSv over the study period. Mean study duration was 6.9 ± 2.6 years pre-modulation and 4.2 ± 2.6 years post-modulation. Pre-modulation CT contributed 9.6% of total chest imaging (n = 139/1453) and 70.9% of the total CED. Post-modulation CT use increased contributing 42.7% of chest imaging (n = 444/1039) and comprised 75.8% of CED. Annual CED was 1.55 mSv pre and 1.36 mSv post modulation (p = 0.41). Transplant recipients had an annual CED of 64 ± 36.1mSv. CONCLUSION Chest CT utilisation for PWCF is rising in our institution, replacing chest radiography amidst CFTR-modulation. Despite the increasing use of CT, no significant radiation dose penalty was observed with a reduction in mean annual CED, primarily due to the influence of CT dose reduction strategies.
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Affiliation(s)
- Kevin P Sheahan
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | | | - David Morrissy
- Cork Centre for Cystic Fibrosis (3CF), Cork University Hospital, Cork Ireland
| | - Hisham Ibrahim
- Cork Centre for Cystic Fibrosis (3CF), Cork University Hospital, Cork Ireland
| | - Claire Crowley
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | | | | | - Aisling McMahon
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Michael M Maher
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Owen J O'Connor
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Barry J Plant
- Cork Centre for Cystic Fibrosis (3CF), Cork University Hospital, Cork Ireland
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24
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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: 16] [Impact Index Per Article: 16.0] [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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25
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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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26
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Chan HF, Smith LJ, Biancardi AM, Bray J, Marshall H, Hughes PJC, Collier GJ, Rao M, Norquay G, Swift AJ, Hart K, Cousins M, Watkins WJ, Wild JM, Kotecha S. Image Phenotyping of Preterm-Born Children Using Hyperpolarized 129Xe Lung Magnetic Resonance Imaging and Multiple-Breath Washout. Am J Respir Crit Care Med 2023; 207:89-100. [PMID: 35972833 PMCID: PMC9952860 DOI: 10.1164/rccm.202203-0606oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 08/16/2022] [Indexed: 02/03/2023] Open
Abstract
Rationale: Preterm birth is associated with low lung function in childhood, but little is known about the lung microstructure in childhood. Objectives: We assessed the differential associations between the historical diagnosis of bronchopulmonary dysplasia (BPD) and current lung function phenotypes on lung ventilation and microstructure in preterm-born children using hyperpolarized 129Xe ventilation and diffusion-weighted magnetic resonance imaging (MRI) and multiple-breath washout (MBW). Methods: Data were available from 63 children (aged 9-13 yr), including 44 born preterm (⩽34 weeks' gestation) and 19 term-born control subjects (⩾37 weeks' gestation). Preterm-born children were classified, using spirometry, as prematurity-associated obstructive lung disease (POLD; FEV1 < lower limit of normal [LLN] and FEV1/FVC < LLN), prematurity-associated preserved ratio of impaired spirometry (FEV1 < LLN and FEV1/FVC ⩾ LLN), preterm-(FEV1 ⩾ LLN) and term-born control subjects, and those with and without BPD. Ventilation heterogeneity metrics were derived from 129Xe ventilation MRI and SF6 MBW. Alveolar microstructural dimensions were derived from 129Xe diffusion-weighted MRI. Measurements and Main Results: 129Xe ventilation defect percentage and ventilation heterogeneity index were significantly increased in preterm-born children with POLD. In contrast, mean 129Xe apparent diffusion coefficient, 129Xe apparent diffusion coefficient interquartile range, and 129Xe mean alveolar dimension interquartile range were significantly increased in preterm-born children with BPD, suggesting changes of alveolar dimensions. MBW metrics were all significantly increased in the POLD group compared with preterm- and term-born control subjects. Linear regression confirmed the differential effects of obstructive disease on ventilation defects and BPD on lung microstructure. Conclusion: We show that ventilation abnormalities are associated with POLD, and BPD in infancy is associated with abnormal lung microstructure.
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Affiliation(s)
- Ho-Fung Chan
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Laurie J. Smith
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Alberto M. Biancardi
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Jody Bray
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Helen Marshall
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Paul J. C. Hughes
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Guilhem J. Collier
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Madhwesha Rao
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Graham Norquay
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Andrew J. Swift
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Kylie Hart
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neonatal Unit, Cardiff and Vale University Health Board, Cardiff, United Kingdom
| | - Michael Cousins
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neonatal Unit, Cardiff and Vale University Health Board, Cardiff, United Kingdom
| | - W. John Watkins
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Jim M. Wild
- Pulmonary, Lung and Respiratory Imaging Sheffield (POLARIS), Imaging Sciences, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
| | - Sailesh Kotecha
- Department of Child Health, School of Medicine, Cardiff University, Cardiff, United Kingdom
- Neonatal Unit, Cardiff and Vale University Health Board, Cardiff, United Kingdom
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27
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Kentgens AC, Pusterla O, Bauman G, Santini F, Wyler F, Curdy MS, Willers CC, Bieri O, Latzin P, Ramsey KA. SIMULTANEOUS MULTIPLE BREATH WASHOUT AND OXYGEN-ENHANCED MAGNETIC RESONANCE IMAGING IN HEALTHY ADULTS. Respir Med Res 2023; 83:100993. [PMID: 37058881 DOI: 10.1016/j.resmer.2023.100993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 09/23/2022] [Accepted: 12/26/2022] [Indexed: 01/11/2023]
Abstract
Lung function testing and lung imaging are commonly used techniques to monitor respiratory diseases, such as cystic fibrosis (CF). The nitrogen (N2) multiple-breath washout technique (MBW) has been shown to detect ventilation inhomogeneity in CF, but the underlying pathophysiological processes that are altered are often unclear. Dynamic oxygen-enhanced magnetic resonance imaging (OE-MRI) could potentially be performed simultaneously with MBW because both techniques require breathing of 100% oxygen (O2) and may allow for visualisation of alterations underlying impaired MBW outcomes. However, simultaneous MBW and OE-MRI has never been assessed, potentially as it requires a magnetic resonance (MR) compatible MBW equipment. In this pilot study, we assessed whether MBW and OE-MRI can be performed simultaneously using a commercial MBW device that has been modified to be MR-compatible. We performed simultaneous measurements in five healthy volunteers aged 25-35 years. We obtained O2 and N2 concentrations from both techniques, and generated O2 wash-in time constant and N2 washout maps from OE-MRI data. We obtained good quality simultaneous measurements in two healthy volunteers due to technical challenges related to the MBW equipment and poor tolerance. Oxygen and N2 concentrations from both techniques, as well as O2 wash-in time constant maps and N2 washout maps could be obtained, suggesting that simultaneous measurements may have the potential to allow for comparison and visualization of regional differences in ventilation underlying impaired MBW outcomes. Simultaneous MBW and OE-MRI measurements can be performed with a modified MBW device and may help to understand MBW outcomes, but the measurements are challenging and have poor feasibility.
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28
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Kimura A, Utsumi S, Shimokawa A, Nishimori R, Hosoi R, Stewart NJ, Imai H, Fujiwara H. Targeted Imaging of Lung Cancer with Hyperpolarized 129Xe MRI Using Surface-Modified Iron Oxide Nanoparticles as Molecular Contrast Agents. Cancers (Basel) 2022; 14:cancers14246070. [PMID: 36551556 PMCID: PMC9776850 DOI: 10.3390/cancers14246070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/07/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Hyperpolarized 129Xe (HP 129Xe) MRI enables functional imaging of various lung diseases but has been scarcely applied to lung cancer imaging. The aim of this study is to investigate the feasibility of targeted imaging of lung cancer with HP 129Xe MRI using surface-modified iron oxide nanoparticles (IONPs) as molecular targeting contrast agents. A mouse model of lung cancer (LC) was induced in nine mice by intra-peritoneal injection of urethane. Three months after the urethane administration, the mice underwent lung imaging with HP 129Xe MRI at baseline (0 h). Subsequently, the LC group was divided into two sub-groups: mice administered with polyethylene glycol-coated IONPs (PEG-IONPs, n = 4) and folate-conjugated dextran-coated IONPs (FA@Dex-IONPs, n = 5). The mice were imaged at 3, 6, and 24 h after the intravenous injection of IONPs. FA@Dex-IONPs mice showed a 25% reduction in average signal intensity at cancer sites at 3 h post injection, and a 24% reduction at 24 h post injection. On the other hand, in PEG-IONPs mice, while a signal reduction of approximately 28% was observed at cancer sites at 3 to 6 h post injection, the signal intensity was unchanged from that of the baseline at 24 h. Proton MRI of LC mice (n = 3) was able to detect cancer five months after urethane administration, i.e., later than HP 129Xe MRI (3 months). Furthermore, a significant decrease in averaged 1H T2 values at cancer sites was observed at only 6 h post injection of FA@Dex-IONPs (p < 0.05). As such, the targeted delivery of IONPs to cancer tissue was successfully imaged with HP 129Xe MRI, and their surface modification with folate likely has a high affinity with LC, which causes overexpression of folate receptors.
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Affiliation(s)
- Atsuomi Kimura
- Department of Medical Physics and Engineering, Area of Medical Imaging Technology and Science, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan
- Correspondence: ; Tel.: +81-6-6879-2578
| | - Seiya Utsumi
- Department of Medical Physics and Engineering, Area of Medical Imaging Technology and Science, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan
| | - Akihiro Shimokawa
- Department of Medical Physics and Engineering, Area of Medical Imaging Technology and Science, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan
| | - Renya Nishimori
- Department of Medical Physics and Engineering, Area of Medical Imaging Technology and Science, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan
| | - Rie Hosoi
- Department of Medical Physics and Engineering, Area of Medical Imaging Technology and Science, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan
| | - Neil J. Stewart
- POLARIS, Imaging Sciences, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield S10 2TA, UK
| | - Hirohiko Imai
- Division of Systems Informatics, Department of Systems Science, Graduate School of Informatics, Kyoto University, Kyoto 606-8561, Japan
| | - Hideaki Fujiwara
- Department of Medical Physics and Engineering, Area of Medical Imaging Technology and Science, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan
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29
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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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30
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Flanagan F, Casey A, Reyes-Múgica M, Kurland G. Post-infectious bronchiolitis obliterans in children. Paediatr Respir Rev 2022; 42:69-78. [PMID: 35562287 DOI: 10.1016/j.prrv.2022.01.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 01/28/2022] [Indexed: 10/19/2022]
Affiliation(s)
- Frances Flanagan
- Division of Pulmonary Medicine, Boston Children's Hospital, 333 Longwood Ave, 5(th) Floor, Boston, MA 02115, United States.
| | - Alicia Casey
- Division of Pulmonary Medicine, Boston Children's Hospital, 333 Longwood Ave, 5(th) Floor, Boston, MA 02115, United States.
| | - Miguel Reyes-Múgica
- Department of Pathology, UPMC Children's Hospital ofPittsburgh, One Children's Hospital Drive, 4401 Penn Avenue, Pittsburgh PA 1522, United States.
| | - Geoffrey Kurland
- Division of Pediatric Pulmonology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA 15224, United States.
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31
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San José Estépar R. Artificial intelligence in functional imaging of the lung. Br J Radiol 2022; 95:20210527. [PMID: 34890215 PMCID: PMC9153712 DOI: 10.1259/bjr.20210527] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 07/11/2021] [Accepted: 07/28/2021] [Indexed: 12/16/2022] Open
Abstract
Artificial intelligence (AI) is transforming the way we perform advanced imaging. From high-resolution image reconstruction to predicting functional response from clinically acquired data, AI is promising to revolutionize clinical evaluation of lung performance, pushing the boundary in pulmonary functional imaging for patients suffering from respiratory conditions. In this review, we overview the current developments and expound on some of the encouraging new frontiers. We focus on the recent advances in machine learning and deep learning that enable reconstructing images, quantitating, and predicting functional responses of the lung. Finally, we shed light on the potential opportunities and challenges ahead in adopting AI for functional lung imaging in clinical settings.
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Affiliation(s)
- Raúl San José Estépar
- Applied Chest Imaging Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, United States
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32
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Ciet P, Bertolo S, Ros M, Casciaro R, Cipolli M, Colagrande S, Costa S, Galici V, Gramegna A, Lanza C, Lucca F, Macconi L, Majo F, Paciaroni A, Parisi GF, Rizzo F, Salamone I, Santangelo T, Scudeller L, Saba L, Tomà P, Morana G. State-of-the-art review of lung imaging in cystic fibrosis with recommendations for pulmonologists and radiologists from the "iMAging managEment of cySTic fibROsis" (MAESTRO) consortium. Eur Respir Rev 2022; 31:31/163/210173. [PMID: 35321929 DOI: 10.1183/16000617.0173-2021] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 12/20/2021] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE Imaging represents an important noninvasive means to assess cystic fibrosis (CF) lung disease, which remains the main cause of morbidity and mortality in CF patients. While the development of new imaging techniques has revolutionised clinical practice, advances have posed diagnostic and monitoring challenges. The authors aim to summarise these challenges and make evidence-based recommendations regarding imaging assessment for both clinicians and radiologists. STUDY DESIGN A committee of 21 experts in CF from the 10 largest specialist centres in Italy was convened, including a radiologist and a pulmonologist from each centre, with the overall aim of developing clear and actionable recommendations for lung imaging in CF. An a priori threshold of at least 80% of the votes was required for acceptance of each statement of recommendation. RESULTS After a systematic review of the relevant literature, the committee convened to evaluate 167 articles. Following five RAND conferences, consensus statements were developed by an executive subcommittee. The entire consensus committee voted and approved 28 main statements. CONCLUSIONS There is a need for international guidelines regarding the appropriate timing and selection of imaging modality for patients with CF lung disease; timing and selection depends upon the clinical scenario, the patient's age, lung function and type of treatment. Despite its ubiquity, the use of the chest radiograph remains controversial. Both computed tomography and magnetic resonance imaging should be routinely used to monitor CF lung disease. Future studies should focus on imaging protocol harmonisation both for computed tomography and for magnetic resonance imaging. The introduction of artificial intelligence imaging analysis may further revolutionise clinical practice by providing fast and reliable quantitative outcomes to assess disease status. To date, there is no evidence supporting the use of lung ultrasound to monitor CF lung disease.
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Affiliation(s)
- Pierluigi Ciet
- Radiology and Nuclear Medicine Dept, Erasmus MC, Rotterdam, The Netherlands .,Pediatric Pulmonology and Allergology Dept, Erasmus MC, Sophia Children's Hospital, Rotterdam, The Netherlands.,Depts of Radiology and Medical Science, University of Cagliari, Cagliari, Italy
| | - Silvia Bertolo
- Radiology Dept, Ca'Foncello S. Maria Hospital, Treviso, Italy
| | - Mirco Ros
- Dept of Pediatrics, Ca'Foncello S. Maria Hospital, Treviso, Italy
| | - Rosaria Casciaro
- Dept of Pediatrics, IRCCS Institute "Giannina Gaslini", Cystic Fibrosis Centre, Genoa, Italy
| | - Marco Cipolli
- Regional Reference Cystic Fibrosis center, University hospital of Verona, Verona, Italy
| | - Stefano Colagrande
- Dept of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence- Careggi Hospital, Florence, Italy
| | - Stefano Costa
- Dept of Pediatrics, Gaetano Martino Hospital, Messina, Italy
| | - Valeria Galici
- Cystic Fibrosis Centre, Dept of Paediatric Medicine, Anna Meyer Children's University Hospital, Florence, Italy
| | - Andrea Gramegna
- Respiratory Disease and Adult Cystic Fibrosis Centre, Internal Medicine Dept, IRCCS Ca' Granda, Milan, Italy.,Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Cecilia Lanza
- Radiology Dept, University Hospital Ospedali Riuniti, Ancona, Italy
| | - Francesca Lucca
- Regional Reference Cystic Fibrosis center, University hospital of Verona, Verona, Italy
| | - Letizia Macconi
- Radiology Dept, Tuscany Reference Cystic Fibrosis Centre, Meyer Children's Hospital, Florence, Italy
| | - Fabio Majo
- Dept of Pediatrics, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | | | - Giuseppe Fabio Parisi
- Pediatric Pulmonology Unit, Dept of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Francesca Rizzo
- Radiology Dept, IRCCS Institute "Giannina Gaslini", Cystic Fibrosis Center, Genoa, Italy
| | | | - Teresa Santangelo
- Dept of Radiology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Luigia Scudeller
- Clinical Epidemiology, IRCCS Azienda Ospedaliera Universitaria di Bologna, Bologna, Italy
| | - Luca Saba
- Depts of Radiology and Medical Science, University of Cagliari, Cagliari, Italy
| | - Paolo Tomà
- Dept of Radiology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Giovanni Morana
- Radiology Dept, Ca'Foncello S. Maria Hospital, Treviso, Italy
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Appelt D, Fuchs T, Steinkamp G, Ellemunter H. Malignancies in patients with cystic fibrosis: a case series. J Med Case Rep 2022; 16:27. [PMID: 35042562 PMCID: PMC8767710 DOI: 10.1186/s13256-021-03234-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 12/19/2021] [Indexed: 11/30/2022] Open
Abstract
Background Previous reports have shown an increased number of colorectal cancers in patients with cystic fibrosis. We assessed the database of our cystic fibrosis center to identify patients with all kinds of cancer retrospectively. All patients visiting the Cystic Fibrosis Centre Innsbruck between 1995 and 2019 were included. Case presentation Among 229 patients with cystic fibrosis treated at the Cystic Fibrosis Centre in Innsbruck between 1995 and 2019, 11 subjects were diagnosed with a malignant disease. The median age at diagnosis was 25.2 years (mean 24.3 years). There were four gynecological malignancies (cervical intraepithelial neoplasia and cervical cancer), two hematological malignancies (acute lymphocytic leukemia), one gastrointestinal malignancy (peritoneal mesothelioma), and four malignancies from other origins (malignant melanoma, neuroblastoma, adrenocortical carcinoma, and thyroid cancer). One malignancy occurred after lung transplantation. There was a strong preponderance of females, with 10 of the 11 cases occurring in women. Six deaths were attributed to cancer. Conclusions Most diagnoses were made below 30 years of age, and half of the subjects died from the malignant disease. Awareness of a possible malignancy is needed in patients with atypical symptoms. Regular screenings for cancer should also be considered, not only for gastrointestinal tumors.
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Affiliation(s)
- Dorothea Appelt
- Medical University of Innsbruck, Cystic Fibrosis Centre Innsbruck, 6020, Innsbruck, Austria.
| | - Teresa Fuchs
- Medical University of Innsbruck, Cystic Fibrosis Centre Innsbruck, 6020, Innsbruck, Austria
| | - Gratiana Steinkamp
- Medical University of Innsbruck, Cystic Fibrosis Centre Innsbruck, 6020, Innsbruck, Austria.,Clinical Research and Medical Scientific Writing, Schwerin, Germany
| | - Helmut Ellemunter
- Medical University of Innsbruck, Cystic Fibrosis Centre Innsbruck, 6020, Innsbruck, Austria
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34
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Dournes G, Benlala I, Laurent F. Contrast-enhanced Magnetic Resonance Imaging Does Not Detect a Progression in Lung Morphological Score in Preschool Children with Cystic Fibrosis. Am J Respir Crit Care Med 2022; 205:134. [PMID: 34731588 PMCID: PMC8865590 DOI: 10.1164/rccm.202107-1747le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Affiliation(s)
- Gaël Dournes
- University Bordeaux Bordeaux, France.,University Hospital Center of Bordeaux Pessac, France
| | - Ilyes Benlala
- University Bordeaux Bordeaux, France.,University Hospital Center of Bordeaux Pessac, France
| | - François Laurent
- University Bordeaux Bordeaux, France.,University Hospital Center of Bordeaux Pessac, France
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Brody AS, Huang R, Zhang B, Long FR, Powers SW. Structural lung disease in preschool children with cystic fibrosis: An 18 month natural history study. J Cyst Fibros 2021; 21:e165-e171. [PMID: 34961706 DOI: 10.1016/j.jcf.2021.12.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 11/28/2021] [Accepted: 12/08/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND This study was performed to describe the natural history of CF lung disease in young children over an 18 month period to assess the use of CT scanning as an outcome measure for intervention trials. METHODS Chest CT scans were obtained at baseline and after 18 months in 42 two- to six-year-old children with CF. CT scans were scored by 2 experienced radiologists for the presence and severity of bronchiectasis, mucous plugging, and air trapping. RESULTS Mean age at baseline 3.5 (1.3) (mean, sd) years. One or more findings of CF lung disease was seen on the first CT in 27 (64%) and at 18 months in 30 (75%). From baseline to 18 months bronchiectasis, mucous plugging, and air trapping increased from 50% to 53%, 14% to 28%, and 48% to 58% respectively. There was marked variability in the rate of progression, with subjects commonly showing improvement in lung disease. Bronchiectasis worsened in 14 (33%) and improved in 13 (31%). Single subjects with F508del/class III and F508del/class V demonstrated greater worsening and improvement respectively than F508del homozygous and class I genotypes. CONCLUSIONS The natural history of CF lung disease over 18 months varies widely between subjects. Factors including genotype may affect natural history as well as the effectiveness of mediators and could be an important confounder if not recognized. These findings suggest that the use of CT scanning as an outcome surrogate for CF lung disease in young children may be more challenging than has been previously recognized.
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Affiliation(s)
- Alan S Brody
- Department of Radiology, Cincinnati Children's Hospital and Medical Center, and the University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Rui Huang
- Division of Biostatistics and Bioinformatics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Bin Zhang
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital and Medical Center, Cincinnati, OH, USA
| | - Frederick R Long
- Department of Radiology, Nationwide Children's Hospital and the College of Medicine, Ohio State University, Columbus, OH, USA
| | - Scott W Powers
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital and Medical Center, Cincinnati, OH, USA
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Magnetic resonance imaging of cystic fibrosis: Multi-organ imaging in the age of CFTR modulator therapies. J Cyst Fibros 2021; 21:e148-e157. [PMID: 34879996 DOI: 10.1016/j.jcf.2021.11.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 11/15/2021] [Accepted: 11/15/2021] [Indexed: 12/18/2022]
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Gräfe D, Anders R, Prenzel F, Sorge I, Roth C, Benkert T, Hirsch FW. Pediatric MR lung imaging with 3D ultrashort-TE in free breathing: Are we past the conventional T2 sequence? Pediatr Pulmonol 2021; 56:3899-3907. [PMID: 34491627 DOI: 10.1002/ppul.25664] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/30/2021] [Accepted: 09/04/2021] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Magnetic resonance imaging (MRI) of the lungs is challenging for several reasons, mainly due to the respiratory motion, low proton density, and rapid T2* decay. Recent MR sequences with ultrashort TE (UTE) coupled with respiratory compensation promise to overcome these obstacles. So far, there are very few studies on the relevance of these sequences in children. The aim of the study was to compare the diagnostic value of a respiratory-self-gated three-dimensional UTE sequence versus a conventional respiratory-triggered T2-weighted turbo spin echo (T2-TSE) sequence in a pediatric collective. STUDY DESIGN Seventy-one patients between 0 and 18 years of age, who were scheduled for a thoracic MRI based on diverse clinical indications, were examined on a 3T MRI system. The UTE and T2-TSE sequences were evaluated by two readers regarding quality features and visualization of eight common pathology patterns. RESULTS The image quality of both sequences was equally high, with UTE depicting pleural and central bronchi more clearly. In pathologies, UTE was superior to T2-TSE for so-called "MR-negative pathologies", significant for air trapping, and in tendency for bullae and cysts. In all remaining pathologies, T2-TSE proved to be at least equivalent to UTE. CONCLUSIONS At present, UTE cannot serve as a universal replacement for conventional T2-TSE for all pathologies. It yields, however, a substantial benefit in the context of hyperinflation, emphysema, cysts, or pathologies of the bronchial system.
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Affiliation(s)
- Daniel Gräfe
- Department of Pediatric Radiology, University of Leipzig, Leipzig, Germany
| | - Rebecca Anders
- Department of Pediatric Radiology, University of Leipzig, Leipzig, Germany
| | - Freerk Prenzel
- Department of Pediatrics, University of Leipzig, Leipzig, Germany
| | - Ina Sorge
- Department of Pediatric Radiology, University of Leipzig, Leipzig, Germany
| | - Christian Roth
- Department of Pediatric Radiology, University of Leipzig, Leipzig, Germany
| | - Thomas Benkert
- MR Application Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany
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38
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Wielpütz MO. Commentary: Expert Opinion to "Imaging Bronchopulmonary Dysplasia-A Multimodality Update". Front Med (Lausanne) 2021; 8:737724. [PMID: 34746176 PMCID: PMC8566914 DOI: 10.3389/fmed.2021.737724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 09/23/2021] [Indexed: 11/29/2022] Open
Affiliation(s)
- Mark O Wielpütz
- Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology, University of Heidelberg, Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at University of Heidelberg, Heidelberg, Germany
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Hassanzad M, Kiani A, Abedini A, Ghaffaripour H, Emami H, Alizadeh N, Zoghi G, Hashemi S, Velayati AA. Lung ultrasound for the diagnosis of cystic fibrosis pulmonary exacerbation. BMC Pulm Med 2021; 21:353. [PMID: 34743707 PMCID: PMC8572653 DOI: 10.1186/s12890-021-01728-8] [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: 07/08/2021] [Accepted: 11/03/2021] [Indexed: 01/03/2023] Open
Abstract
Background High-resolution computed tomography (HRCT) is the gold standard for the evaluation of cystic fibrosis (CF) lung disease; however, lung ultrasound (LUS) is being increasingly used for the assessment of lung in these patients due to its lower cost, availability, and lack of irradiation. We aimed to determine the diagnostic performance of LUS for the evaluation of CF pulmonary exacerbation. Methods This cross-sectional study included patients with CF pulmonary exacerbation admitted to Masih Daneshvari Hospital, Tehran, Iran, from March 21, 2020 to March 20, 2021. Age, gender, and body mass index (BMI) of the patients were recorded. All patients underwent chest X-ray (CXR), HRCT, and LUS on admission. Pleural thickening, atelectasis, air bronchogram, B-line, and consolidation were noted in LUS and then compared with the corresponding findings in CXR and HRCT. Taking HRCT findings as reference, sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and diagnostic accuracy (DA) of LUS and CXR for the detection of each pulmonary abnormality were determined. Results Of the 30 patients included in this study, with a mean age of 19.62 ± 5.53 years, 14 (46.7%) were male. Of the 15 patients aged 2–20 years, BMI was below the 5th percentile in 10 (66.7%), within the 5–10 percentiles in 1 (6.7%), 10–25 percentiles in 3 (20%), and 25-50 percentiles in 1 (6.7%). The mean BMI for 15 patients > 20 years was 18.03 ± 2.53 kg/m2. LUS had better diagnostic performance compared to CXR for the detection of air bronchogram, consolidation, and pleural thickening (area under the receiver operating characteristic curve [AUROC]: 0.966 vs. 0.483, 0.900 vs. 0.575, and 0.656 vs. 0.531, respectively). Also, LUS was 100% and 96.7% specific for the diagnosis of pleural effusion and atelectasis, respectively. Conclusions LUS appears to be superior to CXR and comparable with HRCT for the evaluation of CF pulmonary exacerbation, especially in terms of air bronchogram and consolidation detection. LUS can be used to lengthen the HRCT evaluation intervals in this regard or utilized along with HRCT for better evaluation of CF pulmonary exacerbation.
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Affiliation(s)
- Maryam Hassanzad
- Pediatric Respiratory Diseases Research Center (PRDRC), National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arda Kiani
- Chronic Respiratory Diseases Research Center, National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Atefeh Abedini
- Chronic Respiratory Diseases Research Center, National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hoseinali Ghaffaripour
- Pediatric Respiratory Diseases Research Center (PRDRC), National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Habib Emami
- Tobacco Prevention and Control Research Center, National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Niloufar Alizadeh
- Department of Biostatistics, National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ghazal Zoghi
- Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Saeed Hashemi
- Pediatric Respiratory Diseases Research Center (PRDRC), National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Ali Akbar Velayati
- Mycobacteriology Research Center (MRC), National Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
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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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Niedbalski PJ, Hall CS, Castro M, Eddy RL, Rayment JH, Svenningsen S, Parraga G, Zanette B, Santyr GE, Thomen RP, Stewart NJ, Collier GJ, Chan HF, Wild JM, Fain SB, Miller GW, Mata JF, Mugler JP, Driehuys B, Willmering MM, Cleveland ZI, Woods JC. Protocols for multi-site trials using hyperpolarized 129 Xe MRI for imaging of ventilation, alveolar-airspace size, and gas exchange: A position paper from the 129 Xe MRI clinical trials consortium. Magn Reson Med 2021; 86:2966-2986. [PMID: 34478584 DOI: 10.1002/mrm.28985] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 07/13/2021] [Accepted: 08/06/2021] [Indexed: 12/12/2022]
Abstract
Hyperpolarized (HP) 129 Xe MRI uniquely images pulmonary ventilation, gas exchange, and terminal airway morphology rapidly and safely, providing novel information not possible using conventional imaging modalities or pulmonary function tests. As such, there is mounting interest in expanding the use of biomarkers derived from HP 129 Xe MRI as outcome measures in multi-site clinical trials across a range of pulmonary disorders. Until recently, HP 129 Xe MRI techniques have been developed largely independently at a limited number of academic centers, without harmonizing acquisition strategies. To promote uniformity and adoption of HP 129 Xe MRI more widely in translational research, multi-site trials, and ultimately clinical practice, this position paper from the 129 Xe MRI Clinical Trials Consortium (https://cpir.cchmc.org/XeMRICTC) recommends standard protocols to harmonize methods for image acquisition in HP 129 Xe MRI. Recommendations are described for the most common HP gas MRI techniques-calibration, ventilation, alveolar-airspace size, and gas exchange-across MRI scanner manufacturers most used for this application. Moreover, recommendations are described for 129 Xe dose volumes and breath-hold standardization to further foster consistency of imaging studies. The intention is that sites with HP 129 Xe MRI capabilities can readily implement these methods to obtain consistent high-quality images that provide regional insight into lung structure and function. While this document represents consensus at a snapshot in time, a roadmap for technical developments is provided that will further increase image quality and efficiency. These standardized dosing and imaging protocols will facilitate the wider adoption of HP 129 Xe MRI for multi-site pulmonary research.
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Affiliation(s)
- Peter J Niedbalski
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Chase S Hall
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Mario Castro
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Rachel L Eddy
- Centre for Heart Lung Innovation, St. Paul's Hospital, University of British Columbia, Vancouver, British Columbia, Canada.,Division of Respiratory Medicine, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jonathan H Rayment
- Division of Respiratory Medicine, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sarah Svenningsen
- Firestone Institute for Respiratory Health, St Joseph's Healthcare, McMaster University, Hamilton, Ontario, Canada.,Department of Medicine, Division of Respirology, McMaster University, Hamilton, Ontario, Canada
| | - Grace Parraga
- Robarts Research Institute, Western University, London, Ontario, Canada
| | - Brandon Zanette
- Translational Medicine Program, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Giles E Santyr
- Translational Medicine Program, Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Robert P Thomen
- Departments of Radiology and Bioengineering, University of Missouri, Columbia, Missouri, USA
| | - Neil J Stewart
- POLARIS, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Guilhem J Collier
- POLARIS, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Ho-Fung Chan
- POLARIS, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Jim M Wild
- POLARIS, Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Sean B Fain
- Departments of Medical Physics, Radiology, and Biomedical Engineering, University of Wisconsin, Madison, Wisconsin, USA
| | - G Wilson Miller
- Center for In-vivo Hyperpolarized Gas MR Imaging, Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA
| | - Jaime F Mata
- Center for In-vivo Hyperpolarized Gas MR Imaging, Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA
| | - John P Mugler
- Center for In-vivo Hyperpolarized Gas MR Imaging, Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA
| | - Bastiaan Driehuys
- Department of Radiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Matthew M Willmering
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Zackary I Cleveland
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Departments of Pediatrics (Pulmonary Medicine) and Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Departments of Pediatrics (Pulmonary Medicine) and Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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Dournes G, Benlala I, Laurent F. Expanding the Clinical Application of Lung MRI: With or without Ultrashort Echo Time or Zero Echo Time? Radiology 2021; 301:E412. [PMID: 34402670 DOI: 10.1148/radiol.2021210020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Gaël Dournes
- Centre de Recherche Cardio-thoracique de Bordeaux, INSERM U1045, Université de Bordeaux, 146 rue Léo Saignat, 33076 Bordeaux, France.,Service d'Imagerie Thoracique et Cardiovasculaire, CHU de Bordeaux, Pessac, France
| | - Ilyes Benlala
- Centre de Recherche Cardio-thoracique de Bordeaux, INSERM U1045, Université de Bordeaux, 146 rue Léo Saignat, 33076 Bordeaux, France.,Service d'Imagerie Thoracique et Cardiovasculaire, CHU de Bordeaux, Pessac, France
| | - François Laurent
- Centre de Recherche Cardio-thoracique de Bordeaux, INSERM U1045, Université de Bordeaux, 146 rue Léo Saignat, 33076 Bordeaux, France.,Service d'Imagerie Thoracique et Cardiovasculaire, CHU de Bordeaux, Pessac, France
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Early surveillance of infants and preschool children with cystic fibrosis. CURRENT OPINION IN PHYSIOLOGY 2021. [DOI: 10.1016/j.cophys.2021.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Geiger J, Zeimpekis KG, Jung A, Moeller A, Kellenberger CJ. Clinical application of ultrashort echo-time MRI for lung pathologies in children. Clin Radiol 2021; 76:708.e9-708.e17. [PMID: 34120734 DOI: 10.1016/j.crad.2021.05.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 05/20/2021] [Indexed: 01/05/2023]
Abstract
Lung magnetic resonance imaging (MRI) is considered to be challenging, because the low proton density of the tissue, fast signal decay, and respiratory artefacts hamper adequate image quality. MRI of the lungs and thorax is increasingly used in the paediatric population, because it is a radiation-free alternative to chest CT. Recently, ultrashort echo-time (UTE) sequences have been introduced into clinical MRI protocols, in order to improve the contrast-to-noise ratio due to reduced susceptibility artefacts and to depict structural alterations comparable to CT. The purpose of this review is to provide an overview of various clinical conditions and pathologies in the paediatric chest depicted by an UTE sequence, the so-called three-dimensional (3D) Cones sequence, in comparison with conventional MRI sequences. Besides describing typical features of cystic fibrosis, we present UTE application in other more or less common paediatric lung pathologies, for instance, interstitial pneumopathies, pulmonary infections, and congenital pulmonary malformations.
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Affiliation(s)
- J Geiger
- Department of Diagnostic Imaging, University Children's Hospital Zürich, Zürich, Switzerland; University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland.
| | - K G Zeimpekis
- Department of Nuclear Medicine, University Hospital Zürich, Zürich, Switzerland; Department of Electrical Engineering and Information Technology, ETH Zürich, Zürich, Switzerland
| | - A Jung
- University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland; Division of Respiratory Medicine and Cystic Fibrosis, University Children's Hospital Zürich, Zürich, Switzerland
| | - A Moeller
- University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland; Division of Respiratory Medicine and Cystic Fibrosis, University Children's Hospital Zürich, Zürich, Switzerland
| | - C J Kellenberger
- Department of Diagnostic Imaging, University Children's Hospital Zürich, Zürich, Switzerland; University of Zürich, University Children's Hospital Zürich, Zürich, Switzerland
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Quantification of Phenotypic Variability of Lung Disease in Children with Cystic Fibrosis. Genes (Basel) 2021; 12:genes12060803. [PMID: 34070354 PMCID: PMC8229033 DOI: 10.3390/genes12060803] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 05/15/2021] [Accepted: 05/19/2021] [Indexed: 12/28/2022] Open
Abstract
Cystic fibrosis (CF) lung disease has the greatest impact on the morbidity and mortality of patients suffering from this autosomal-recessive multiorgan disorder. Although CF is a monogenic disorder, considerable phenotypic variability of lung disease is observed in patients with CF, even in those carrying the same mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene or CFTR mutations with comparable functional consequences. In most patients with CF, lung disease progresses from childhood to adulthood, but is already present in infants soon after birth. In addition to the CFTR genotype, the variability of early CF lung disease can be influenced by several factors, including modifier genes, age at diagnosis (following newborn screening vs. clinical symptoms) and environmental factors. The early onset of CF lung disease requires sensitive, noninvasive measures to detect and monitor changes in lung structure and function. In this context, we review recent progress with using multiple-breath washout (MBW) and lung magnetic resonance imaging (MRI) to detect and quantify CF lung disease from infancy to adulthood. Further, we discuss emerging data on the impact of variability of lung disease severity in the first years of life on long-term outcomes and the potential use of this information to improve personalized medicine for patients with CF.
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Mondéjar-López P, Horsley A, Ratjen F, Bertolo S, de Vicente H, Asensio de la Cruz Ò. A multimodal approach to detect and monitor early lung disease in cystic fibrosis. Expert Rev Respir Med 2021; 15:761-772. [PMID: 33843417 DOI: 10.1080/17476348.2021.1908131] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: In the early stages, lung involvement in cystic fibrosis (CF) can be silent, with disease progression occurring in the absence of clinical symptoms. Irreversible airway damage is present in the early stages of disease; however, reliable biomarkers of early damage due to inflammation and infection that are universally applicable in day-to-day patient management have yet to be identified.Areas covered: At present, the main methods of detecting and monitoring early lung disease in CF are the lung clearance index (LCI), computed tomography (CT), and magnetic resonance imaging (MRI). LCI can be used to detect patients who may require more intense monitoring, identify exacerbations, and monitor responses to new interventions. High-resolution CT detects structural alterations in the lungs of CF patients with the best resolution of current imaging techniques. MRI is a radiation-free imaging alternative that provides both morphological and functional information. The role of MRI for short-term follow-up and pulmonary exacerbations is currently being investigated.Expert opinion: The roles of LCI and MRI are expected to expand considerably over the next few years. Meanwhile, closer collaboration between pulmonology and radiology specialties is an important goal toward improving care and optimizing outcomes in young patients with CF.
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Affiliation(s)
- Pedro Mondéjar-López
- Pediatric Pulmonologist, Pediatric Pulmonology and Cystic Fibrosis Unit, University Hospital Virgen de la Arrixaca, Murcia, Spain
| | - Alexander Horsley
- Honorary Consultant, Respiratory Research Group, Division of Infection, Immunity & Respiratory Medicine, University of Manchester, Manchester, UK
| | - Felix Ratjen
- Head, Division of Respiratory Medicine, Department of Pediatrics, Translational Medicine, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Silvia Bertolo
- Radiologist, Department of Radiology, Ca'Foncello Regional Hospital, Treviso, Italy
| | | | - Òscar Asensio de la Cruz
- Pediatric Pulmonologist, Pediatric Unit, University Hospital Parc Taulí de Sabadell, Sabadell, Spain
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Goralski JL, Stewart NJ, Woods JC. Novel imaging techniques for cystic fibrosis lung disease. Pediatr Pulmonol 2021; 56 Suppl 1:S40-S54. [PMID: 32592531 PMCID: PMC7808406 DOI: 10.1002/ppul.24931] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/25/2020] [Indexed: 12/24/2022]
Abstract
With an increasing number of patients with cystic fibrosis (CF) receiving highly effective CFTR (cystic fibrosis transmembrane regulator protein) modulator therapy, particularly at a young age, there is an increasing need to identify imaging tools that can detect and regionally visualize mild CF lung disease and subtle changes in disease state. In this review, we discuss the latest developments in imaging modalities for both structural and functional imaging of the lung available to CF clinicians and researchers, from the widely available, clinically utilized imaging methods for assessing CF lung disease-chest radiography and computed tomography-to newer techniques poised to become the next phase of clinical tools-structural/functional proton and hyperpolarized gas magnetic resonance imaging (MRI). Finally, we provide a brief discussion of several newer lung imaging techniques that are currently available only in selected research settings, including chest tomosynthesis, and fluorinated gas MRI. We provide an update on the clinical and/or research status of each technique, with a focus on sensitivity, early disease detection, and possibilities for monitoring treatment efficacy.
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Affiliation(s)
- Jennifer L Goralski
- UNC Cystic Fibrosis Center, Marsico Lung Institute, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Division of Pulmonary and Critical Care Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Division of Pediatric Pulmonology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Neil J Stewart
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital, Cincinnati, Ohio.,Department of Infection, Immunity & Cardiovascular Disease, POLARIS Group, Imaging Sciences, University of Sheffield, Sheffield, UK
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Cincinnati Children's Hospital, Cincinnati, Ohio.,Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio.,Department of Radiology, Cincinnati Children's Hospital, Cincinnati, Ohio
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Dournes G, Walkup LL, Benlala I, Willmering MM, Macey J, Bui S, Laurent F, Woods JC. The Clinical Use of Lung MRI in Cystic Fibrosis: What, Now, How? Chest 2020; 159:2205-2217. [PMID: 33345950 PMCID: PMC8579315 DOI: 10.1016/j.chest.2020.12.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 11/24/2020] [Accepted: 12/03/2020] [Indexed: 12/19/2022] Open
Abstract
To assess airway and lung parenchymal damage noninvasively in cystic fibrosis (CF), chest MRI has been historically out of the scope of routine clinical imaging because of technical difficulties such as low proton density and respiratory and cardiac motion. However, technological breakthroughs have emerged that dramatically improve lung MRI quality (including signal-to-noise ratio, resolution, speed, and contrast). At the same time, novel treatments have changed the landscape of CF clinical care. In this contemporary context, there is now consensus that lung MRI can be used clinically to assess CF in a radiation-free manner and to enable quantification of lung disease severity. MRI can now achieve three-dimensional, high-resolution morphologic imaging, and beyond this morphologic information, MRI may offer the ability to sensitively differentiate active inflammation vs scarring tissue. MRI could also characterize various forms of inflammation for early guidance of treatment. Moreover, functional information from MRI can be used to assess regional, small-airway disease with sensitivity to detect small changes even in patients with mild CF. Finally, automated quantification methods have emerged to support conventional visual analyses for more objective and reproducible assessment of disease severity. This article aims to review the most recent developments of lung MRI, with a focus on practical application and clinical value in CF, and the perspectives on how these modern techniques may converge and impact patient care soon.
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Affiliation(s)
- Gaël Dournes
- University of Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France; Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
| | - Laura L Walkup
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH
| | - Ilyes Benlala
- University of Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Matthew M Willmering
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Julie Macey
- CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Stephanie Bui
- CHU Bordeaux, Hôpital Pellegrin-Enfants, Pediatric Cystic Fibrosis Reference Center (CRCM), Centre d'Investigation Clinique (CIC 1401), Bordeaux, France
| | - François Laurent
- University of Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, CIC 1401, Bordeaux, France; CHU de Bordeaux, Service d'Imagerie Thoracique et Cardiovasculaire, Service des Maladies Respiratoires, Service d'Exploration Fonctionnelle Respiratoire, CIC 1401, Pessac, France
| | - Jason C Woods
- Center for Pulmonary Imaging Research, Division of Pulmonary Medicine and Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH
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Perrem L, Ratjen F. Designing Clinical Trials for Anti-Inflammatory Therapies in Cystic Fibrosis. Front Pharmacol 2020; 11:576293. [PMID: 33013419 PMCID: PMC7516261 DOI: 10.3389/fphar.2020.576293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 08/24/2020] [Indexed: 01/15/2023] Open
Abstract
The inflammatory response in the CF airway begins early in the disease process and becomes persistent through life in most patients. Inflammation, which is predominantly neutrophilic, worsens airway obstruction and plays a critical role in the development of structural lung damage. While cystic fibrosis transmembrane regulator modulators will likely have a dramatic impact on the trajectory of CF lung disease over the coming years, addressing other important aspects of lung disease such as inflammation will nevertheless remain a priority. Considering the central role of neutrophils and their products in the inflammatory response, potential therapies should ultimately affect neutrophils and their products. The ideal anti-inflammatory therapy would exert a dual effect on the pro-inflammatory and pro-resolution arms of the inflammatory cascade, both of which contribute to dysregulated inflammation in CF. This review outlines the key factors to be considered in the design of clinical trials evaluating anti-inflammatory therapies in CF. Important lessons have been learned from previous clinical trials in this area and choosing the right efficacy endpoints is key to the success of any anti-inflammatory drug development program. Identifying and validating non-invasive biomarkers, novel imaging techniques and sensitive lung function tests capable of monitoring disease activity and therapeutic response are important areas of research and will be useful for the design of future anti-inflammatory drug trials.
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Affiliation(s)
- Lucy Perrem
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Paediatrics, University of Toronto, Toronto, ON, Canada.,Translational Medicine Program, SickKids Research Institute, Toronto, ON, Canada
| | - Felix Ratjen
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Paediatrics, University of Toronto, Toronto, ON, Canada.,Translational Medicine Program, SickKids Research Institute, Toronto, ON, Canada
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Abstract
CLINICAL ISSUE Disease severity and mortality in patients with cystic fibrosis (CF) is mainly determined by (progressive) pulmonary lung disease. Early diagnosis and therapy are important and of prognostic value to conserve lung function. STANDARD RADIOLOGICAL METHODS Primary imaging techniques for lung imaging are x‑ray and computed tomography (CT) to monitor disease severity and regional distribution. METHODICAL INNOVATIONS Radiation-free imaging techniques such as magnetic resonance imaging (MRI) have gained interest over the last decade in order to prevent radiation damage. PERFORMANCE The main findings of CF lung disease are airway wall thickening, bronchiectasis, and mucus plugging, which are found in up to 60% of preschool age children. Pleural abnormalities and consolidations are often associated with pulmonary exacerbation. Young CF patients often show a mosaic pattern as functional changes and also perfusion defects can be seen from birth in 50% of CF patients by contrast-enhanced perfusion imaging, and in up to 90% of adult patients, with varying degrees of severity. Dilated bronchial arteries indicate an increased risk for hemoptysis. ACHIEVEMENTS Proton MRI is the sole imaging technique that can show structural and functional lung changes in one examination. Structured assessment using a scoring system helps to systematically grade the extent and severity of all CF-associated changes. CONCLUSIONS Lung MRI for cystic fibrosis has been recently established as a clinical standard examination and is routinely performed at experienced centers. More recently, it has also been used as an endpoint within the framework of clinical studies.
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