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Despotes KA, Zariwala MA, Davis SD, Ferkol TW. Primary Ciliary Dyskinesia: A Clinical Review. Cells 2024; 13:974. [PMID: 38891105 PMCID: PMC11171568 DOI: 10.3390/cells13110974] [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: 05/08/2024] [Revised: 05/31/2024] [Accepted: 06/01/2024] [Indexed: 06/21/2024] Open
Abstract
Primary ciliary dyskinesia (PCD) is a rare, genetically heterogeneous, motile ciliopathy, characterized by neonatal respiratory distress, recurrent upper and lower respiratory tract infections, subfertility, and laterality defects. Diagnosis relies on a combination of tests for confirmation, including nasal nitric oxide (nNO) measurements, high-speed videomicroscopy analysis (HSVMA), immunofluorescent staining, axonemal ultrastructure analysis via transmission electron microscopy (TEM), and genetic testing. Notably, there is no single gold standard confirmatory or exclusionary test. Currently, 54 causative genes involved in cilia assembly, structure, and function have been linked to PCD; this rare disease has a spectrum of clinical manifestations and emerging genotype-phenotype relationships. In this review, we provide an overview of the structure and function of motile cilia, the emerging genetics and pathophysiology of this rare disease, as well as clinical features associated with motile ciliopathies, novel diagnostic tools, and updates on genotype-phenotype relationships in PCD.
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Affiliation(s)
- Katherine A. Despotes
- Department of Pediatrics, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Maimoona A. Zariwala
- Department of Pediatrics, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Marsico Lung Institute, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Stephanie D. Davis
- Department of Pediatrics, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Thomas W. Ferkol
- Department of Pediatrics, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Marsico Lung Institute, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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2
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Fontijn S, Balink SJA, Bonte M, Andrinopoulou ER, Duijts L, Kroon AA, Ciet P, Pijnenburg MW. Chest computed tomography in severe bronchopulmonary dysplasia: Comparing quantitative scoring methods. Eur J Radiol 2023; 169:111168. [PMID: 37897957 DOI: 10.1016/j.ejrad.2023.111168] [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: 08/01/2023] [Revised: 10/19/2023] [Accepted: 10/21/2023] [Indexed: 10/30/2023]
Abstract
PURPOSE Bronchopulmonary dysplasia (BPD) is the most common complication of extreme preterm birth and structural lung abnormalities are frequently found in children with BPD. To quantify lung damage in BPD, three new Hounsfield units (HU) based chest-CT scoring methods were evaluated in terms of 1) intra- and inter-observer variability, 2) correlation with the validated Perth-Rotterdam-Annotated-Grid-Morphometric-Analysis (PRAGMA)-BPD score, and 3) correlation with clinical data. METHODS Chest CT scans of children with severe BPD were performed at a median of 7 months corrected age. Hyper- and hypo-attenuated regions were quantified using PRAGMA-BPD and three new HU based scoring methods (automated, semi-automated, and manual). Intra- and inter-observer variability was measured using intraclass correlation coefficients (ICC) and Bland-Altman plots. The correlation between the 4 scoring methods and clinical data was assessed using Spearman rank correlation. RESULTS Thirty-five patients (median gestational age 26.1 weeks) were included. Intra- and inter-observer variability was excellent for hyper- and hypo-attenuation regions for the manual HU method and PRAGMA-BPD (ICCs range 0.80-0.97). ICC values for the semi-automated HU method were poorer, in particular for the inter-observer variability of hypo- (0.22-0.71) and hyper-attenuation (-0.06-0.89). The manual HU method was highly correlated with PRAGMA-BPD score for both hyper- (ρs0.92, p < 0.001) and hypo-attenuation (ρs0.79, p < 0.001), while automated and semi-automated HU methods showed poor correlation for hypo- (ρs < 0.22) and good correlation for hyper-attenuation (ρs0.72-0.74, p < 0.001). Several scores of hyperattenuation correlated with the use of inhaled bronchodilators in the first year of life; two hypoattenuation scores correlated with birth weight. CONCLUSIONS PRAGMA-BPD and the manual HU method have the best reproducibility for quantification of CT abnormalities in BPD.
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Affiliation(s)
- S Fontijn
- Post-graduate School of Paediatrics, University of Modena and Reggio Emilia, Modena, Italy
| | - S J A Balink
- Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
| | - M Bonte
- Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands
| | - E R Andrinopoulou
- Erasmus MC, University Medical Centre Rotterdam, Department of Biostatistics, Rotterdam, the Netherlands; Erasmus MC, University Medical Centre Rotterdam, Department of Epidemiology, Rotterdam, the Netherlands
| | - L Duijts
- Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands; Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Neonatology, Rotterdam, the Netherlands
| | - A A Kroon
- Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Neonatology, Rotterdam, the Netherlands
| | - P Ciet
- Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands; Erasmus MC, University Medical Centre Rotterdam, Department of Radiology and Nuclear Medicine, Rotterdam, the Netherlands; Policlinico Universitario, University of Cagliari, Cagliari, Italy
| | - M W Pijnenburg
- Erasmus MC - Sophia Children's Hospital, University Medical Centre Rotterdam, Department of Paediatrics, Division of Respiratory Medicine and Allergology, Rotterdam, the Netherlands.
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3
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Kinghorn B, Rosenfeld M, Sullivan E, Onchiri F, Ferkol TW, Sagel SD, Dell SD, Milla C, Shapiro AJ, Sullivan KM, Zariwala MA, Pittman JE, Mollica F, Tiddens HAWM, Kemner-van de Corput M, Knowles MR, Davis SD, Leigh MW. Airway Disease in Children with Primary Ciliary Dyskinesia: Impact of Ciliary Ultrastructure Defect and Genotype. Ann Am Thorac Soc 2023; 20:539-547. [PMID: 36442147 PMCID: PMC10112400 DOI: 10.1513/annalsats.202206-524oc] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 11/28/2022] [Indexed: 11/29/2022] Open
Abstract
Rationale: Primary ciliary dyskinesia (PCD) is characterized by impaired mucociliary clearance, recurrent respiratory infections, progressive airway damage, and obstructive lung disease. Although the association of ciliary ultrastructure defect/genotype with the severity of airflow obstruction has been well characterized, their association with airway abnormalities on chest computed tomography (CT) has been minimally evaluated. Objectives: We sought to delineate the association of ciliary defect class/genotype with chest CT scores in children with PCD. Methods: Cross-sectional analysis of children with PCD (N = 146) enrolled in a prospective multicenter observational study, stratified by defect type: outer dynein arm (ODA), ODA/inner dynein arm (IDA), IDA/microtubular disorganization (MTD), and normal/near normal ultrastructure with associated genotypes. CTs were scored using the MERAGMA-PCD (Melbourne-Rotterdam Annotated Grid Morphometric Analysis for PCD), evaluating airway abnormalities in a hierarchical order: atelectasis, bronchiectasis, bronchial wall thickening, and mucus plugging/tree-in-bud opacities. The volume fraction of each component was expressed as the percentage of total lung volume. The percentage of disease was computed as the sum of all components. Regression analyses were used to describe the association between clinical predictors and CT scores. Results: Acceptable chest CTs were obtained in 141 children (71 male): 57 ODA, 20 ODA/IDA, 40 IDA/MTD, and 24 normal/near normal. The mean (standard deviation) age was 8.5 (4.6) years, forced expiratory volume in 1 second (FEV1) percent predicted was 82.4 (19.5), and %Disease was 4.6 (3.5). Children with IDA/MTD defects had a higher %Disease compared with children with ODA defects (2.71% higher [95% confidence interval (CI), 1.37-4.06; P < 0.001]), driven by higher %Mucus plugging (2.35% higher [1.43-3.26; P < 0.001]). Increasing age, lower body mass index, and lower FEV1 were associated with a higher %Disease (0.23%; 95% CI, 0.11-0.35; P < 0.001 and 0.03%; 95% CI, 0.01-0.04; P = 0.008 and 0.05%; 95% CI, 0.01-0.08; P = 0.011, respectively). Conclusions: Children with IDA/MTD defects had significantly greater airway disease on CT, primarily mucus plugging, compared with children with ODA defects.
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Affiliation(s)
- BreAnna Kinghorn
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
- Department of Pediatrics, Seattle Children’s Research Institute, Seattle, Washington
| | - Margaret Rosenfeld
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
- Department of Pediatrics, Seattle Children’s Research Institute, Seattle, Washington
| | - Erin Sullivan
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
- Department of Pediatrics, Seattle Children’s Research Institute, Seattle, Washington
| | - Frankline Onchiri
- Department of Pediatrics, University of Washington School of Medicine, Seattle, Washington
- Department of Pediatrics, Seattle Children’s Research Institute, Seattle, Washington
| | - Thomas W. Ferkol
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Scott D. Sagel
- Department of Pediatrics, Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
| | - Sharon D. Dell
- Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Carlos Milla
- Department of Pediatrics, Stanford University, Palo Alto, California
| | - Adam J. Shapiro
- Department of Pediatrics, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | | | | | - Jessica E. Pittman
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri; and
| | - Federico Mollica
- Department of Pediatric Pulmonology and Allergology, Sophia Children’s Hospital, and
- Department of Pediatric Pulmonology and Allergology, Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Harm A. W. M. Tiddens
- Department of Pediatric Pulmonology and Allergology, Sophia Children’s Hospital, and
- Department of Pediatric Pulmonology and Allergology, Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Mariette Kemner-van de Corput
- Department of Pediatric Pulmonology and Allergology, Sophia Children’s Hospital, and
- Department of Pediatric Pulmonology and Allergology, Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | - Stephanie D. Davis
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Margaret W. Leigh
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
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4
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Pakzad A, Jacob J. Radiology of Bronchiectasis. Clin Chest Med 2022; 43:47-60. [PMID: 35236560 DOI: 10.1016/j.ccm.2021.11.004] [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] [Indexed: 11/26/2022]
Abstract
Bronchiectasis is a radiological diagnosis made using computed tomographic (CT) imaging. Although visual CT assessment is necessary for the diagnosis of bronchiectasis, visual assessment of disease severity and progression is challenging. Computer tools offer the potential to improve the characterization of lung damage in patients with bronchiectasis. Newer imaging techniques such as MRI with hyperpolarized gas inhalation have the potential to identify early forms of disease and are without the constraints of requiring ionizing radiation exposure.
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Affiliation(s)
- Ashkan Pakzad
- Departments of Medical Physics and Biomedical Engineering, and Computer Science, University College London, UK; Centre for Medical Image Computing, University College London, London, UK.
| | - Joseph Jacob
- Centre for Medical Image Computing, University College London, London, UK; UCL Respiratory, University College London, London, UK
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5
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Gahleitner F, Thompson J, Jackson CL, Hueppe JF, Behan L, Dehlink E, Goutaki M, Halbeisen F, Queiroz APL, Thouvenin G, Kuehni CE, Latzin P, Lucas JS, Rubbo B. Lower airway clinical outcome measures for use in primary ciliary dyskinesia research: a scoping review. ERJ Open Res 2021; 7:00320-2021. [PMID: 34853782 PMCID: PMC8628193 DOI: 10.1183/23120541.00320-2021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/31/2021] [Indexed: 11/05/2022] Open
Abstract
Objectives Disease-specific, well-defined and validated clinical outcome measures are essential in designing research studies. Poorly defined outcome measures hamper pooling of data and comparisons between studies. We aimed to identify and describe pulmonary outcome measures that could be used for follow-up of patients with primary ciliary dyskinesia (PCD). Methods We conducted a scoping review by systematically searching MEDLINE, Embase and the Cochrane Database of Systematic Reviews online databases for studies published from 1996 to 2020 that included ≥10 PCD adult and/or paediatric patients. Results We included 102 studies (7289 patients). 83 studies reported on spirometry, 11 on body plethysmography, 15 on multiple-breath washout, 36 on high-resolution computed tomography (HRCT), 57 on microbiology and 17 on health-related quality of life. Measurement and reporting of outcomes varied considerably between studies (e.g. different scoring systems for chest HRCT scans). Additionally, definitions of outcome measures varied (e.g. definition of chronic colonisation by respiratory pathogen), impeding direct comparisons of results. Conclusions This review highlights the need for standardisation of measurements and reporting of outcome measures to enable comparisons between studies. Defining a core set of clinical outcome measures is necessary to ensure reproducibility of results and for use in future trials and prospective cohorts.
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Affiliation(s)
- Florian Gahleitner
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,Paediatric Respiratory Medicine, Royal Hospital for Children and Young People, Edinburgh, UK
| | - James Thompson
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK
| | - Claire L Jackson
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK
| | - Jana F Hueppe
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK
| | - Laura Behan
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK
| | - Eleonora Dehlink
- Division of Pediatric Pulmonology, Allergy and Endocrinology, Dept of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Myrofora Goutaki
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Paediatric Respiratory Medicine, Children's University Hospital of Bern, University of Bern, Bern, Switzerland
| | - Florian Halbeisen
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Paediatric Respiratory Medicine, Children's University Hospital of Bern, University of Bern, Bern, Switzerland.,Basel Institute for Clinical Epidemiology and Biostatistics, Dept of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Ana Paula L Queiroz
- School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK
| | - Guillaume Thouvenin
- AP-HP, Pneumologic Unit, Trousseau Hospital, Sorbonne Universités, INSERM, Centre de Recherche Saint-Antoine, Paris, France
| | - Claudia E Kuehni
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Paediatric Respiratory Medicine, Children's University Hospital of Bern, University of Bern, Bern, Switzerland
| | - Philipp Latzin
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Paediatric Respiratory Medicine, Children's University Hospital of Bern, University of Bern, Bern, Switzerland
| | - Jane S Lucas
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK
| | - Bruna Rubbo
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,School of Clinical and Experimental Science, University of Southampton, Faculty of Medicine, Southampton, UK.,School of Health Sciences, University of Southampton, Faculty of Environmental and Life Sciences, Southampton, UK
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6
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Abstract
Primary ciliary dyskinesia (PCD) is an inherited cause of bronchiectasis. The estimated PCD prevalence in children with bronchiectasis is up to 26% and in adults with bronchiectasis is 1 to 13%. Due to dysfunction of the multiple motile cilia of the respiratory tract patients suffer from poor mucociliary clearance. Clinical manifestations are heterogeneous; however, a typical patient presents with chronic productive cough and rhinosinusitis from early life. Other symptoms reflect the multiple roles of motile cilia in other organs and can include otitis media and hearing loss, infertility, situs inversus, complex congenital heart disease, and more rarely other syndromic features such as hydrocephalus and retinitis pigmentosa. Awareness, identification, and diagnosis of a patient with PCD are important for multidisciplinary care and genetic counseling. Diagnosis can be pursued through a multitest pathway which includes the measurement of nasal nitric oxide, sampling the nasal epithelium to assess ciliary function and structure, and genotyping. Diagnosis is confirmed by the identification of a hallmark ultrastructural defect or pathogenic mutations in one of > 45 PCD causing genes. When a diagnosis is established management is centered around improving mucociliary clearance through physiotherapy and treatment of infection with antibiotics. The first international randomized controlled trial in PCD has recently been conducted showing azithromycin is effective in reducing exacerbations. It is likely that evidence-based PCD-specific management guidelines and therapies will be developed in the near future. This article examines prevalence, clinical features, diagnosis, and management of PCD highlighting recent advances in basic science and clinical care.
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Affiliation(s)
- Amelia Shoemark
- Scottish Centre for Respiratory Research, Division of Molecular and Clinical Medicine, University of Dundee, Dundee DD1 9SY, United Kingdom.,PCD Diagnostic Service, Royal Brompton Hospital, London, United Kingdom
| | - Katharine Harman
- Department of Paediatrics and Child Health, King's College Hospital, London, United Kingdom
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7
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Sawamura MVY, Athanazio RA, Nucci MCNTMD, Rached SZ, Cukier A, Stelmach R, Assuncao-Jr AN, Takahashi MS, Nomura CH. Automated Computed Tomography Lung Densitometry in Bronchiectasis Patients. Arch Bronconeumol 2021; 58:S0300-2896(21)00136-8. [PMID: 34001350 DOI: 10.1016/j.arbres.2021.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/08/2021] [Accepted: 04/12/2021] [Indexed: 11/25/2022]
Affiliation(s)
- Marcio Valente Yamada Sawamura
- Radiology Department, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), University of São Paulo, São Paulo, Brazil.
| | | | | | - Samia Zahi Rached
- Pulmonary Division, Heart Institute (Incor) - HC-FMUSP, University of São Paulo, São Paulo, Brazil
| | - Alberto Cukier
- Pulmonary Division, Heart Institute (Incor) - HC-FMUSP, University of São Paulo, São Paulo, Brazil
| | - Rafael Stelmach
- Pulmonary Division, Heart Institute (Incor) - HC-FMUSP, University of São Paulo, São Paulo, Brazil
| | - Antonildes Nascimento Assuncao-Jr
- Radiology Department, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), University of São Paulo, São Paulo, Brazil
| | | | - Cesar Higa Nomura
- Radiology Department, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP), University of São Paulo, São Paulo, Brazil
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8
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Romanov A, Bach M, Yang S, Franzeck FC, Sommer G, Anastasopoulos C, Bremerich J, Stieltjes B, Weikert T, Sauter AW. Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds. Diagnostics (Basel) 2021; 11:diagnostics11050738. [PMID: 33919094 PMCID: PMC8143124 DOI: 10.3390/diagnostics11050738] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/16/2021] [Accepted: 04/17/2021] [Indexed: 02/06/2023] Open
Abstract
CT patterns of viral pneumonia are usually only qualitatively described in radiology reports. Artificial intelligence enables automated and reliable segmentation of lungs with chest CT. Based on this, the purpose of this study was to derive meaningful imaging biomarkers reflecting CT patterns of viral pneumonia and assess their potential to discriminate between healthy lungs and lungs with viral pneumonia. This study used non-enhanced and CT pulmonary angiograms (CTPAs) of healthy lungs and viral pneumonia (SARS-CoV-2, influenza A/B) identified by radiology reports and RT-PCR results. After deep learning segmentation of the lungs, histogram-based and threshold-based analyses of lung attenuation were performed and compared. The derived imaging biomarkers were correlated with parameters of clinical and biochemical severity (modified WHO severity scale; c-reactive protein). For non-enhanced CTs (n = 526), all imaging biomarkers significantly differed between healthy lungs and lungs with viral pneumonia (all p < 0.001), a finding that was not reproduced for CTPAs (n = 504). Standard deviation (histogram-derived) and relative high attenuation area [600-0 HU] (HU-thresholding) differed most. The strongest correlation with disease severity was found for absolute high attenuation area [600-0 HU] (r = 0.56, 95% CI = 0.46-0.64). Deep-learning segmentation-based histogram and HU threshold analysis could be deployed in chest CT evaluation for the differentiating of healthy lungs from AP lungs.
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Affiliation(s)
- Andrej Romanov
- Department of Radiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland; (A.R.); (G.S.); (J.B.); (T.W.); (A.W.S.)
| | - Michael Bach
- Department of Research & Analytic Services, University Hospital Basel, University of Basel, Spitalstrasse 8, 4031 Basel, Switzerland; (M.B.); (S.Y.); (F.C.F.); (B.S.)
| | - Shan Yang
- Department of Research & Analytic Services, University Hospital Basel, University of Basel, Spitalstrasse 8, 4031 Basel, Switzerland; (M.B.); (S.Y.); (F.C.F.); (B.S.)
| | - Fabian C. Franzeck
- Department of Research & Analytic Services, University Hospital Basel, University of Basel, Spitalstrasse 8, 4031 Basel, Switzerland; (M.B.); (S.Y.); (F.C.F.); (B.S.)
| | - Gregor Sommer
- Department of Radiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland; (A.R.); (G.S.); (J.B.); (T.W.); (A.W.S.)
| | - Constantin Anastasopoulos
- Department of Radiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland; (A.R.); (G.S.); (J.B.); (T.W.); (A.W.S.)
- Correspondence:
| | - Jens Bremerich
- Department of Radiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland; (A.R.); (G.S.); (J.B.); (T.W.); (A.W.S.)
| | - Bram Stieltjes
- Department of Research & Analytic Services, University Hospital Basel, University of Basel, Spitalstrasse 8, 4031 Basel, Switzerland; (M.B.); (S.Y.); (F.C.F.); (B.S.)
| | - Thomas Weikert
- Department of Radiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland; (A.R.); (G.S.); (J.B.); (T.W.); (A.W.S.)
- Department of Research & Analytic Services, University Hospital Basel, University of Basel, Spitalstrasse 8, 4031 Basel, Switzerland; (M.B.); (S.Y.); (F.C.F.); (B.S.)
| | - Alexander Walter Sauter
- Department of Radiology, University Hospital Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland; (A.R.); (G.S.); (J.B.); (T.W.); (A.W.S.)
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9
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Abstract
Motile cilia are highly complex hair-like organelles of epithelial cells lining the surface of various organ systems. Genetic mutations (usually with autosomal recessive inheritance) that impair ciliary beating cause a variety of motile ciliopathies, a heterogeneous group of rare disorders. The pathogenetic mechanisms, clinical symptoms and severity of the disease depend on the specific affected genes and the tissues in which they are expressed. Defects in the ependymal cilia can result in hydrocephalus, defects in the cilia in the fallopian tubes or in sperm flagella can cause female and male subfertility, respectively, and malfunctional motile monocilia of the left-right organizer during early embryonic development can lead to laterality defects such as situs inversus and heterotaxy. If mucociliary clearance in the respiratory epithelium is severely impaired, the disorder is referred to as primary ciliary dyskinesia, the most common motile ciliopathy. No single test can confirm a diagnosis of motile ciliopathy, which is based on a combination of tests including nasal nitric oxide measurement, transmission electron microscopy, immunofluorescence and genetic analyses, and high-speed video microscopy. With the exception of azithromycin, there is no evidence-based treatment for primary ciliary dyskinesia; therapies aim at relieving symptoms and reducing the effects of reduced ciliary motility.
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10
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Gardner LE, Horton KL, Shoemark A, Lucas JS, Nielsen KG, Kobbernagel H, Rubbo B, Hirst RA, Kouis P, Ullmann N, Reula A, Rumman N, Mitchison HM, Pinto A, Richardson C, Schmidt A, Thompson J, Gaupmann R, Dabrowski M, Mill P, Carr SB, Norris DP, Kuehni CE, Goutaki M, Hogg C. Proceedings of the 4 th BEAT-PCD Conference and 5 th PCD Training School. BMC Proc 2020; 14:7. [PMID: 32577127 PMCID: PMC7304082 DOI: 10.1186/s12919-020-00191-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Primary ciliary dyskinesia (PCD) is an inherited ciliopathy leading to chronic suppurative lung disease, chronic rhinosinusitis, middle ear disease, sub-fertility and situs abnormalities. As PCD is rare, it is important that scientists and clinicians foster international collaborations to share expertise in order to provide the best possible diagnostic and management strategies. 'Better Experimental Approaches to Treat Primary Ciliary Dyskinesia' (BEAT-PCD) is a multidisciplinary network funded by EU COST Action (BM1407) to coordinate innovative basic science and clinical research from across the world to drive advances in the field. The fourth and final BEAT-PCD Conference and fifth PCD Training School were held jointly in March 2019 in Poznan, Poland. The varied program of plenaries, workshops, break-out sessions, oral and poster presentations were aimed to enhance the knowledge and skills of delegates, whilst also providing a collaborative platform to exchange ideas. In this final BEAT-PCD conference we were able to build upon programmes developed throughout the lifetime of the COST Action. These proceedings report on the conference, highlighting some of the successes of the BEAT-PCD programme.
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Affiliation(s)
- Laura E Gardner
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK
| | - Katie L Horton
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,University of Southampton Faculty of Medicine, Academic Unit of Clinical and Experimental Medicine, Southampton, UK
| | - Amelia Shoemark
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK.,Division of Molecular and Clinical Medicine, University of Dundee, Dundee, UK
| | - Jane S Lucas
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,University of Southampton Faculty of Medicine, Academic Unit of Clinical and Experimental Medicine, Southampton, UK
| | - Kim G Nielsen
- Danish PCD & Child Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Helene Kobbernagel
- Danish PCD & Child Centre, CF Centre Copenhagen, Paediatric Pulmonary Service, ERN Accredited, Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Bruna Rubbo
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,University of Southampton Faculty of Medicine, Academic Unit of Clinical and Experimental Medicine, Southampton, UK
| | - Robert A Hirst
- Department of Respiratory Sciences, Centre for PCD Diagnosis and Research, University of Leicester, RKCSB, Leicester, LE2 7LX UK
| | - Panayiotis Kouis
- Respiratory Physiology Laboratory, Medical School, University of Cyprus, Nicosia, Cyprus
| | - Nicola Ullmann
- Paediatric Pulmonology and Respiratory Intermediate Care Unit, Sleep and Long-term Ventilation Unit, Department of Pediatrics, Bambino Gesù Children's Hospital, Rome, Italy
| | - Ana Reula
- Pathology Department, University of Valencia, Valencia, Spain.,Molecular, Cellular and Genomic Biomedicine Group, IIS La Fe, Valencia, Spain
| | - Nisreen Rumman
- Department of Pediatrics, Makassed Hospital, East Jerusalem, Palestine
| | - Hannah M Mitchison
- Genetics and Genomic Medicine Programme, University College London, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Andreia Pinto
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK
| | - Charlotte Richardson
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK
| | - Anne Schmidt
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK
| | - James Thompson
- Primary Ciliary Dyskinesia Centre, NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,University of Southampton Faculty of Medicine, Academic Unit of Clinical and Experimental Medicine, Southampton, UK
| | - René Gaupmann
- Department of Paediatrics, Division of Paediatric Allergy, Pulmology, and Endocrinology, Medical University of Vienna, Vienna, Austria
| | - Maciej Dabrowski
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland
| | - Pleasantine Mill
- MRC Human Genetics Unit, MRC Institute of Genetics & Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU UK
| | - Siobhan B Carr
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK
| | | | - Claudia E Kuehni
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Paediatric Respiratory Medicine, University Children's Hospital, University of Bern, Bern, Switzerland
| | - Myrofora Goutaki
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Paediatric Respiratory Medicine, University Children's Hospital, University of Bern, Bern, Switzerland
| | - Claire Hogg
- Primary Ciliary Dyskinesia Centre, Royal Brompton Hospital, Sydney Street, London, UK
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