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Jakobsson J, Burtin C, Hedlund M, Boraxbekk CJ, Westman J, Karalija N, Stål P, Sandström T, Ruttens D, Gosker HR, De Brandt J, Nyberg A. Effects and mechanisms of supramaximal high-intensity interval training on extrapulmonary manifestations in people with and without chronic obstructive pulmonary disease (COPD-HIIT): study protocol for a multi-centre, randomized controlled trial. Trials 2024; 25:664. [PMID: 39375781 PMCID: PMC11460198 DOI: 10.1186/s13063-024-08481-3] [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: 01/16/2024] [Accepted: 09/17/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND Beyond being a pulmonary disease, chronic obstructive pulmonary disease (COPD) presents with extrapulmonary manifestations including reduced cognitive, cardiovascular, and muscle function. While exercise training is the cornerstone in the non-pharmacological treatment of COPD, there is a need for new exercise training methods due to suboptimal adaptations when following traditional exercise guidelines, often applying moderate-intensity continuous training (MICT). In people with COPD, short-duration high-intensity interval training (HIIT) holds the potential to induce a more optimal stimulus for training adaptations while circumventing the ventilatory burden often associated with MICT in people with COPD. We aim to determine the effects of supramaximal HIIT and MICT on extrapulmonary manifestations in people with COPD compared to matched healthy controls. METHODS COPD-HIIT is a prospective, multi-centre, randomized, controlled trial with blinded assessors and data analysts, employing a parallel-group designed trial. In phase 1, we will investigate the effects and mechanisms of a 12-week intervention of supramaximal HIIT compared to MICT in people with COPD (n = 92) and matched healthy controls (n = 70). Participants will perform watt-based cycling two to three times weekly. In phase 2, we will determine how exercise training and inflammation impact the trajectories of neurodegeneration, in people with COPD, over 24 months. In addition to the 92 participants with COPD performing HIIT or MICT, a usual care group (n = 46) is included in phase 2. In both phases, the primary outcomes are a change from baseline in cognitive function, cardiorespiratory fitness, and muscle power. Key secondary outcomes include change from baseline exercise tolerance, brain structure, and function measured by MRI, neuroinflammation measured by PET/CT, systemic inflammation, and intramuscular adaptations. Feasibility of the interventions will be comprehensively investigated. DISCUSSION The COPD-HIIT trial will determine the effects of supramaximal HIIT compared to MICT in people with COPD and healthy controls. We will provide evidence for a novel exercise modality that might overcome the barriers associated with MICT in people with COPD. We will also shed light on the impact of exercise at different intensities to reduce neurodegeneration. The goal of the COPD-HIIT trial is to improve the treatment of extrapulmonary manifestations of the disease. TRIAL REGISTRATION Clinicaltrials.gov: NCT06068322. Prospectively registered on 2023-09-28.
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Affiliation(s)
- Johan Jakobsson
- Section of Physiotherapy, Department of Community Medicine and Rehabilitation, Umeå University, Umeå, 901 87, Sweden.
| | - Chris Burtin
- REVAL - Rehabilitation Research Center, BIOMED - Biomedical Research Institute, Hasselt University, Diepenbeek, 3590, Belgium
| | - Mattias Hedlund
- Section of Physiotherapy, Department of Community Medicine and Rehabilitation, Umeå University, Umeå, 901 87, Sweden
| | - Carl-Johan Boraxbekk
- Umeå Centre for Functional Brain Imaging (UFBI), Umeå University, Umeå, 901 87, Sweden
- Diagnostic Radiology, Department of Radiation Sciences, Umeå University, Umeå, 901 87, Sweden
- Institute of Sports Medicine Copenhagen (ISMC) and Department of Neurology, Copenhagen University Hospital Bispebjerg, Copenhagen, 2400, Denmark
- Institute for Clinical Medicine, Faculty of Medical and Health Sciences, University of Copenhagen, Copenhagen, 2200, Denmark
| | - Jonas Westman
- Section of Physiotherapy, Department of Community Medicine and Rehabilitation, Umeå University, Umeå, 901 87, Sweden
| | - Nina Karalija
- Umeå Centre for Functional Brain Imaging (UFBI), Umeå University, Umeå, 901 87, Sweden
- Department of Medical and Translational Biology, Umeå University, Umeå, 901 87, Sweden
| | - Per Stål
- Department of Medical and Translational Biology, Umeå University, Umeå, 901 87, Sweden
| | - Thomas Sandström
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, 901 87, Sweden
| | - David Ruttens
- Department of Respiratory Medicine, Ziekenhuis Oost-Limburg, Genk, 3600, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Diepenbeek, 3590, Belgium
| | - Harry R Gosker
- Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Jana De Brandt
- Section of Physiotherapy, Department of Community Medicine and Rehabilitation, Umeå University, Umeå, 901 87, Sweden
| | - André Nyberg
- Section of Physiotherapy, Department of Community Medicine and Rehabilitation, Umeå University, Umeå, 901 87, Sweden
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Myronenko O, Foris V, Crnkovic S, Olschewski A, Rocha S, Nicolls MR, Olschewski H. Endotyping COPD: hypoxia-inducible factor-2 as a molecular "switch" between the vascular and airway phenotypes? Eur Respir Rev 2023; 32:220173. [PMID: 36631133 PMCID: PMC9879331 DOI: 10.1183/16000617.0173-2022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 11/08/2022] [Indexed: 01/13/2023] Open
Abstract
COPD is a heterogeneous disease with multiple clinical phenotypes. COPD endotypes can be determined by different expressions of hypoxia-inducible factors (HIFs), which, in combination with individual susceptibility and environmental factors, may cause predominant airway or vascular changes in the lung. The pulmonary vascular phenotype is relatively rare among COPD patients and characterised by out-of-proportion pulmonary hypertension (PH) and low diffusing capacity of the lung for carbon monoxide, but only mild-to-moderate airway obstruction. Its histologic feature, severe remodelling of the small pulmonary arteries, can be mediated by HIF-2 overexpression in experimental PH models. HIF-2 is not only involved in the vascular remodelling but also in the parenchyma destruction. Endothelial cells from human emphysema lungs express reduced HIF-2α levels, and the deletion of pulmonary endothelial Hif-2α leads to emphysema in mice. This means that both upregulation and downregulation of HIF-2 have adverse effects and that HIF-2 may represent a molecular "switch" between the development of the vascular and airway phenotypes in COPD. The mechanisms of HIF-2 dysregulation in the lung are only partly understood. HIF-2 levels may be controlled by NAD(P)H oxidases via iron- and redox-dependent mechanisms. A better understanding of these mechanisms may lead to the development of new therapeutic targets.
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Affiliation(s)
- Oleh Myronenko
- Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Vasile Foris
- Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
| | - Slaven Crnkovic
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
- Division of Physiology, Otto Loewi Research Center, Medical University of Graz, Graz, Austria
| | - Andrea Olschewski
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
- Department of Anaesthesiology and Intensive Care Medicine, Medical University of Graz, Graz, Austria
| | - Sonia Rocha
- Department of Molecular Physiology and Cell Signalling, Institute of Systems, Molecular, and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Mark R Nicolls
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Horst Olschewski
- Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
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Kraemer R, Gardin F, Smith HJ, Baty F, Barandun J, Piecyk A, Minder S, Salomon J, Frey M, Brutsche MH, Matthys H. Functional Predictors Discriminating Asthma-COPD Overlap (ACO) from Chronic Obstructive Pulmonary Disease (COPD). Int J Chron Obstruct Pulmon Dis 2022; 17:2723-2743. [PMID: 36304971 PMCID: PMC9595126 DOI: 10.2147/copd.s382761] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022] Open
Abstract
Background A significant proportion of patients with obstructive lung disease have clinical and functional features of both asthma and chronic obstructive pulmonary disease (COPD), referred to as the asthma-COPD overlap (ACO). The distinction of these phenotypes, however, is not yet well-established due to the lack of defining clinical and/or functional criteria. The aim of our investigations was to assess the discriminating power of various lung function parameters on the assessment of ACO. Methods From databases of 4 pulmonary centers, a total of 540 patients (231 males, 309 females), including 372 patients with asthma, 77 patients with ACO and 91 patients with COPD, were retrospectively collected, and gradients among combinations of explanatory variables of spirometric (FEV1, FEV1/FVC, FEF25-75), plethysmographic (sReff, sGeff, the aerodynamic work of breathing at rest; sWOB), static lung volumes, including trapped gases and measurements of the carbon monoxide transfer (DLCO, KCO) were explored using multiple factor analysis (MFA). The discriminating power of lung function parameters with respect to ACO was assessed using linear discriminant analysis (LDA). Results LDA revealed that parameters of airway dynamics (sWOB, sReff, sGeff) combined with parameters of static lung volumes such as functional residual capacity (FRCpleth) and trapped gas at FRC (VTG FRC) are valuable and potentially important tools discriminating between asthma, ACO and COPD. Moreover, sWOB significantly contributes to the diagnosis of obstructive airway diseases, independent from the state of pulmonary hyperinflation, whilst the diffusion capacity for carbon monoxide (DLCO) significantly differentiates between the 3 diagnostic classes. Conclusion The complexity of COPD with its components of interaction and their heterogeneity, especially in discrimination from ACO, may well be differentiated if patients are explored by a whole set of target parameters evaluating, interactionally, flow limitation, airway dynamics, pulmonary hyperinflation, small airways dysfunction and gas exchange disturbances assessing specific functional deficits.
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Affiliation(s)
- Richard Kraemer
- Centre of Pulmonary Medicine, Hirslanden Private Hospital Group, Salem-Hospital, Bern, Switzerland
- Center for Translational Medicine and Biomedical Entrepreneurship, University of Bern, Bern, Switzerland
| | - Fabian Gardin
- Centre of Pulmonary Medicine, Hirslanden Private Hospital Group, Clinic Hirslanden, Zürich, Switzerland
| | - Hans-Jürgen Smith
- Medical Development, Research in Respiratory Diagnostics, Berlin, Germany
| | - Florent Baty
- Department of Pneumology, Cantonal Hospital St, Gallen, Switzerland
| | - Jürg Barandun
- Centre of Pulmonary Medicine, Hirslanden Private Hospital Group, Clinic Hirslanden, Zürich, Switzerland
| | - Andreas Piecyk
- Centre of Pulmonary Medicine, Hirslanden Private Hospital Group, Clinic Hirslanden, Zürich, Switzerland
| | - Stefan Minder
- Centre of Pulmonary Medicine, Hirslanden Private Hospital Group, Salem-Hospital, Bern, Switzerland
| | - Jörg Salomon
- Centre of Pulmonary Medicine, Hirslanden Private Hospital Group, Salem-Hospital, Bern, Switzerland
| | - Martin Frey
- Department of Pneumology, Barmelweid Hospital, Barmelweid, Switzerland
| | | | - Heinrich Matthys
- Department of Pneumology, University Hospital of Freiburg, Freiburg, Germany
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Ertan Yazar E, Niksarlioglu EY, Yigitbas B, Bayraktaroglu M. How to utilize CAT and mMRC scores to assess symptom status of patients with COPD in clinical practice? Medeni Med J 2022; 37:173-179. [PMID: 35735170 PMCID: PMC9234363 DOI: 10.4274/mmj.galenos.2022.06787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Objective: In this study, we aimed to investigate the compatibility of modified Medical Research Council (mMRC) and COPD assessment test (CAT) scores of chronic obstructive pulmonary disease (COPD) patients in terms of evaluation of their symptom status. Methods: The study was planned as a single-center, cross-sectional study. Statistically four separate receiver operating characteristic (ROC) curves of CAT scoring were generated for mMRC scores of 1 to 4. Results: Two hundred twenty eight patients with stable COPD, mean age 64.2±8.2 and 88.6% male were included. A strong positive correlation was detected between CAT and mMRC (r=0.60, p<0.001). However, it was observed that 32 patients had mMRC<2 but CAT≥10, while 21 patients had CAT<10 but mMRC≥2. Thus, in 53 patients CAT and mMRC scores were not identical in terms of assessed symptom status. According to the ROC analysis, the mMRC scores of 1 to 4 were most compatible with the CAT scores of 10, 10, 15, and 20, respectively. Conclusions: Expanding current data represents that CAT score of 10 could be more compatible with mMRC score of 1. Moreover we think although a high mMRC or CAT score may be sufficient to assign patients to high symptom groups, it is needed to evaluate mMRC and CAT together to assign a patient to a low symptom group. In this way misclassification of the patients with high symptoms due to insufficient symptom evaluation as if they have low symptoms can be prevented.
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Yang J, Zhang Q, Zhang J, Ouyang Y, Sun Z, Liu X, Qaio F, Xu LQ, Niu Y, Li J. Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing. Front Microbiol 2022; 13:818281. [PMID: 35369515 PMCID: PMC8966909 DOI: 10.3389/fmicb.2022.818281] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
Background Chronic obstructive pulmonary disease (COPD) is a universal respiratory disease resulting from the complex interactions between genes and environmental conditions. The process of COPD is deteriorated by repeated episodes of exacerbations, which are the primary reason for COPD-related morbidity and mortality. Bacterial pathogens are commonly identified in patients’ respiratory tracts both in the stable state and during acute exacerbations, with significant changes in the prevalence of airway bacteria occurring during acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Therefore, the changes in microbial composition and host inflammatory responses will be necessary to investigate the mechanistic link between the airway microbiome and chronic pulmonary inflammation in COPD patients. Methods We performed metatranscriptomic and metagenomic sequencing on sputum samples for twelve AECOPD patients before treatment and for four of them stable COPD (stabilization of AECOPD patients after treatment). Sequencing reads were classified by Kraken2, and the host gene expression was analyzed by Hisat2 and HTseq. The correlation between genes was obtained by the Spearman correlation coefficient. Mann–Whitney U-test was applied to identify microbes that exhibit significantly different distribution in two groups. Results At the phyla level, the top 5 dominant phyla were Firmicutes, Actinobacteria, Proteobacteria, Bacteroidetes, and Fusobacteria. The proportion of dominant gates in metagenomic data was similar in metatranscriptomic data. There were significant differences in the abundance of specific microorganisms at the class level between the two methods. No significant difference between AECOPD and stable COPD was found. However, the different expression levels of 5 host genes were significantly increased in stable COPD and were involved in immune response and inflammatory pathways, which were associated with macrophages. Conclusion Our study may provide a clue to investigate the mechanism of COPD and potential biomarkers in clinical diagnosis and treatment.
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Affiliation(s)
- Jing Yang
- The Key Laboratory of Developmental Genes and Human Disease, School of Life Sciences and Technology, Southeast University, Nanjing, China
| | - Qiang Zhang
- Department of Respirology, Zhongda Hospital, Southeast University, Nanjing, China
| | - Jun Zhang
- Department of Respirology, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | | | - Zepeng Sun
- China Mobile (Chengdu) Industrial Research Institute, Chengdu, China
| | - Xinlong Liu
- China Mobile (Chengdu) Industrial Research Institute, Chengdu, China
| | - Feng Qaio
- China Mobile (Chengdu) Industrial Research Institute, Chengdu, China
| | - Li-Qun Xu
- China Mobile (Chengdu) Industrial Research Institute, Chengdu, China
| | | | - Jian Li
- The Key Laboratory of Developmental Genes and Human Disease, School of Life Sciences and Technology, Southeast University, Nanjing, China
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Kraemer R, Smith HJ, Gardin F, Barandun J, Minder S, Kern L, Brutsche MH. Bronchodilator Response in Patients with COPD, Asthma-COPD-Overlap (ACO) and Asthma, Evaluated by Plethysmographic and Spirometric z-Score Target Parameters. Int J Chron Obstruct Pulmon Dis 2021; 16:2487-2500. [PMID: 34511893 PMCID: PMC8420556 DOI: 10.2147/copd.s319220] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 08/02/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Airflow reversibility criteria in COPD are still debated - especially in situations of co-existing COPD and asthma. Bronchodilator response (BDR) is usually assessed by spirometric parameters. Changes assessed by plethysmographic parameters such as the effective, specific airway conductance (sGeff), and changes in end-expiratory resting level at functional residual capacity (FRCpleth) are rarely appreciated. We aimed to assess BDR by spirometric and concomitantly measured plethysmographic parameters. Moreover, BDR on the specific aerodynamic work of breathing (sWOB) was evaluated. METHODS From databases of 3 pulmonary centers, BDR to 200 g salbutamol was retrospectively evaluated by spirometric (∆FEV1 and ∆FEF25-75), and plethysmographic (∆sGeff, ∆FRCpleth, and ∆sWOB) parameters in a total of 843 patients diagnosed as COPD (478 = 57%), asthma-COPD-overlap (ACO) (139 = 17%), or asthma (226 = 27%), encountering 1686 BDR-measurement-sets (COPD n = 958; ACO n = 276; asthma n = 452). RESULTS Evaluating z-score improvement taking into consideration the whole pre-test z-score range, highest BDR was achieved by combining ∆sGeff and ∆FRC detecting BDR in 62.2% (asthma: 71.4%; ACO: 56.7%; COPD: 59.8%), by ∆sGeff in 53.4% (asthma: 69.1%; ACO: 51.6%; COPD: 47.4%), whereas ∆FEV1 only distinguished in 10.6% (asthma: 21.8%; ACO: 18.6%; COPD: 4.2%). Remarkably, ∆sWOB detected BDR in 49.4% (asthma: 76.2%; ACO: 47.8%; COPD: 46.9%). CONCLUSION BDR largely depends on the pre-test functional severity and, therefore, should be evaluated in relation to the pre-test conditions expressed as ∆z-scores, considering changes in airway dynamics, changes in static lung volumes and changes in small airway function. Plethysmographic parameters demonstrated BDR at a significant higher rate than spirometric parameters.
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Affiliation(s)
- Richard Kraemer
- Center of Pulmonary Medicine, Hirslanden Private Hospital Group, Salem-Hospital, Bern, Switzerland
- Department of Biomedical Research, University of Bern, Bern, Switzerland
| | - Hans-Jürgen Smith
- Medical Development, Research in Respiratory Diagnostics, Berlin, Germany
| | - Fabian Gardin
- Center of Pulmonary Medicine, Hirslanden Private Hospital Group, Clinic Hirslanden, Zürich, Switzerland
| | - Jürg Barandun
- Center of Pulmonary Medicine, Hirslanden Private Hospital Group, Clinic Hirslanden, Zürich, Switzerland
| | - Stefan Minder
- Medical Development, Research in Respiratory Diagnostics, Berlin, Germany
| | - Lukas Kern
- Clinic of Pneumology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Martin H Brutsche
- Clinic of Pneumology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
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Hwang HJ, Seo JB, Lee SM, Kim N, Yi J, Lee JS, Lee SW, Oh YM, Lee SD. New Method for Combined Quantitative Assessment of Air-Trapping and Emphysema on Chest Computed Tomography in Chronic Obstructive Pulmonary Disease: Comparison with Parametric Response Mapping. Korean J Radiol 2021; 22:1719-1729. [PMID: 34269529 PMCID: PMC8484152 DOI: 10.3348/kjr.2021.0033] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/23/2021] [Accepted: 03/26/2021] [Indexed: 11/15/2022] Open
Abstract
Objective Emphysema and small-airway disease are the two major components of chronic obstructive pulmonary disease (COPD). We propose a novel method of quantitative computed tomography (CT) emphysema air-trapping composite (EAtC) mapping to assess each COPD component. We analyzed the potential use of this method for assessing lung function in patients with COPD. Materials and Methods A total of 584 patients with COPD underwent inspiration and expiration CTs. Using pairwise analysis of inspiration and expiration CTs with non-rigid registration, EAtC mapping classified lung parenchyma into three areas: Normal, functional air trapping (fAT), and emphysema (Emph). We defined fAT as the area with a density change of less than 60 Hounsfield units (HU) between inspiration and expiration CTs among areas with a density less than −856 HU on inspiration CT. The volume fraction of each area was compared with clinical parameters and pulmonary function tests (PFTs). The results were compared with those of parametric response mapping (PRM) analysis. Results The relative volumes of the EAtC classes differed according to the Global Initiative for Chronic Obstructive Lung Disease stages (p < 0.001). Each class showed moderate correlations with forced expiratory volume in 1 second (FEV1) and FEV1/forced vital capacity (FVC) (r = −0.659–0.674, p < 0.001). Both fAT and Emph were significant predictors of FEV1 and FEV1/FVC (R2 = 0.352 and 0.488, respectively; p < 0.001). fAT was a significant predictor of mean forced expiratory flow between 25% and 75% and residual volume/total vital capacity (R2 = 0.264 and 0.233, respectively; p < 0.001), while Emph and age were significant predictors of carbon monoxide diffusing capacity (R2 = 0.303; p < 0.001). fAT showed better correlations with PFTs than with small-airway disease on PRM. Conclusion The proposed quantitative CT EAtC mapping provides comprehensive lung functional information on each disease component of COPD, which may serve as an imaging biomarker of lung function.
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Affiliation(s)
- Hye Jeon Hwang
- Departments of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Joon Beom Seo
- Departments of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
| | - Sang Min Lee
- Departments of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Namkug Kim
- Departments of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | | | - Jae Seung Lee
- Department of Pulmonary and Critical Care Medicine and Clinical Research Center for Chronic Obstructive Airway Diseases, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sei Won Lee
- Department of Pulmonary and Critical Care Medicine and Clinical Research Center for Chronic Obstructive Airway Diseases, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Yeon Mok Oh
- Department of Pulmonary and Critical Care Medicine and Clinical Research Center for Chronic Obstructive Airway Diseases, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Do Lee
- Department of Pulmonary and Critical Care Medicine and Clinical Research Center for Chronic Obstructive Airway Diseases, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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von Wichert P. Bronchial Diseases are Insufficiently Defined with the Term COPD. Int J Chron Obstruct Pulmon Dis 2021; 16:1349-1352. [PMID: 34025120 PMCID: PMC8132574 DOI: 10.2147/copd.s298210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 04/28/2021] [Indexed: 11/29/2022] Open
Abstract
This paper discusses the basic thoughts behind the so-called diagnosis of COPD in relation to cause and course of the disease and questions the value of this functional defined terminology. Instead, the terminology should be based on morphology in the broadest sense including all methods suitable to describe pathological processes to understand the cause of bronchial diseases. The diagnosis COPD is only helpful in relation to therapeutic measures.
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Yang CY, Li SW, Chin CY, Hsu CW, Lee CC, Yeh YM, Wu KA. Association of exacerbation phenotype with the sputum microbiome in chronic obstructive pulmonary disease patients during the clinically stable state. J Transl Med 2021; 19:121. [PMID: 33757530 PMCID: PMC7988976 DOI: 10.1186/s12967-021-02788-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Accepted: 03/15/2021] [Indexed: 01/04/2023] Open
Abstract
Background Chronic obstructive pulmonary disease (COPD) is a progressive, life-threatening lung disease with increasing prevalence and incidence worldwide. Increasing evidence suggests that lung microbiomes might play a physiological role in acute exacerbations of COPD. The objective of this study was to characterize the association of the microbiota and exacerbation risk or airflow limitation in stable COPD patients. Methods The sputum microbiota from 78 COPD outpatients during periods of clinical stability was investigated using 16S rRNA V3-V4 amplicon sequencing. The microbiome profiles were compared between patients with different risks of exacerbation, i.e., the low risk exacerbator (LRE) or high risk exacerbator (HRE) groups, and with different airflow limitation severity, i.e., mild to moderate (FEV1 ≥ 50; PFT I) or severe to very severe (FEV1 < 50; PFT II). Results The bacterial diversity (Chao1 and observed OTUs) was significantly decreased in the HRE group compared to that in the LRE group. The top 3 dominant phyla in sputum were Firmicutes, Actinobacteria, and Proteobacteria, which were similar in the HRE and LRE groups. At the genus level, compared to that in the LRE group (41.24%), the proportion of Streptococcus was slightly decreased in the HRE group (28.68%) (p = 0.007). However, the bacterial diversity and the proportion of dominant bacteria at the phylum and genus levels were similar between the PFT I and PFT II groups. Furthermore, the relative abundances of Gemella morbillorum, Prevotella histicola, and Streptococcus gordonii were decreased in the HRE group compared to those in the LRE group according to linear discriminant analysis effect size (LEfSe). Microbiome network analysis suggested altered bacterial cooperative regulation in different exacerbation phenotypes. The proportions of Proteobacteria and Neisseria were negatively correlated with the FEV1/FVC value. According to functional prediction of sputum bacterial communities through Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis, genes involved in lipopolysaccharide biosynthesis and energy metabolism were enriched in the HRE group. Conclusion The present study revealed that the sputum microbiome changed in COPD patients with different risks of exacerbation. Additionally, the bacterial cooperative networks were altered in the HRE patients and may contribute to disease exacerbation. Our results provide evidence that sputum microbiome community dysbiosis is associated with different COPD phenotypes, and we hope that by understanding the lung microbiome, a potentially modifiable clinical factor, further targets for improved COPD therapies during the clinically stable state may be elucidated. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-021-02788-4.
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Affiliation(s)
- Chia-Yu Yang
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Shiao-Wen Li
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Yin Chin
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Wei Hsu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| | - Chi-Ching Lee
- Department and Graduate Institute of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan
| | - Yuan-Ming Yeh
- Genomic Medicine Core Laboratory, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Kuo-An Wu
- Department of Internal Medicine, Taoyuan Armed Forces General Hospital, No. 168, Zhongxing Rd., Longtan District, Taoyuan, 32551, Taiwan (R.O.C.). .,School of Medicine, Fu Jen Catholic University, New Taipei City, 24205, Taiwan.
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Vickerstaff V, Ambler G, Omar RZ. A comparison of methods for analysing multiple outcome measures in randomised controlled trials using a simulation study. Biom J 2021; 63:599-615. [PMID: 33314364 PMCID: PMC7984364 DOI: 10.1002/bimj.201900040] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 04/23/2020] [Accepted: 05/25/2020] [Indexed: 11/08/2022]
Abstract
Multiple primary outcomes are sometimes collected and analysed in randomised controlled trials (RCTs), and are used in favour of a single outcome. By collecting multiple primary outcomes, it is possible to fully evaluate the effect that an intervention has for a given disease process. A simple approach to analysing multiple outcomes is to consider each outcome separately, however, this approach does not account for any pairwise correlations between the outcomes. Any cases with missing values must be ignored, unless an additional imputation step is performed. Alternatively, multivariate methods that explicitly model the pairwise correlations between the outcomes may be more efficient when some of the outcomes have missing values. In this paper, we present an overview of relevant methods that can be used to analyse multiple outcome measures in RCTs, including methods based on multivariate multilevel (MM) models. We perform simulation studies to evaluate the bias in the estimates of the intervention effects and the power of detecting true intervention effects observed when using selected methods. Different simulation scenarios were constructed by varying the number of outcomes, the type of outcomes, the degree of correlations between the outcomes and the proportions and mechanisms of missing data. We compare multivariate methods to univariate methods with and without multiple imputation. When there are strong correlations between the outcome measures (ρ > .4), our simulation studies suggest that there are small power gains when using the MM model when compared to analysing the outcome measures separately. In contrast, when there are weak correlations (ρ < .4), the power is reduced when using univariate methods with multiple imputation when compared to analysing the outcome measures separately.
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Affiliation(s)
- Victoria Vickerstaff
- Division of PsychiatryUniversity College LondonLondonUK
- Department of Statistical ScienceUniversity College LondonLondonUK
| | - Gareth Ambler
- Department of Statistical ScienceUniversity College LondonLondonUK
| | - Rumana Z. Omar
- Department of Statistical ScienceUniversity College LondonLondonUK
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11
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A 3D-CNN model with CT-based parametric response mapping for classifying COPD subjects. Sci Rep 2021; 11:34. [PMID: 33420092 PMCID: PMC7794420 DOI: 10.1038/s41598-020-79336-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 12/08/2020] [Indexed: 12/18/2022] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a respiratory disorder involving abnormalities of lung parenchymal morphology with different severities. COPD is assessed by pulmonary-function tests and computed tomography-based approaches. We introduce a new classification method for COPD grouping based on deep learning and a parametric-response mapping (PRM) method. We extracted parenchymal functional variables of functional small airway disease percentage (fSAD%) and emphysema percentage (Emph%) with an image registration technique, being provided as input parameters of 3D convolutional neural network (CNN). The integrated 3D-CNN and PRM (3D-cPRM) achieved a classification accuracy of 89.3% and a sensitivity of 88.3% in five-fold cross-validation. The prediction accuracy of the proposed 3D-cPRM exceeded those of the 2D model and traditional 3D CNNs with the same neural network, and was comparable to that of 2D pretrained PRM models. We then applied a gradient-weighted class activation mapping (Grad-CAM) that highlights the key features in the CNN learning process. Most of the class-discriminative regions appeared in the upper and middle lobes of the lung, consistent with the regions of elevated fSAD% and Emph% in COPD subjects. The 3D-cPRM successfully represented the parenchymal abnormalities in COPD and matched the CT-based diagnosis of COPD.
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12
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Digital Health for Enhanced Understanding and Management of Chronic Conditions: COPD as a Use Case. SYSTEMS MEDICINE 2021. [DOI: 10.1016/b978-0-12-801238-3.11690-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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13
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Duarte-de-Araújo A, Fonte P, Teixeira P, Hespanhol V, Correia-de-Sousa J. Is an Early Diagnosis of COPD Clinically Useful? Arch Bronconeumol 2020; 56:409-410. [PMID: 35373754 DOI: 10.1016/j.arbr.2019.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 11/14/2019] [Indexed: 06/14/2023]
Affiliation(s)
- António Duarte-de-Araújo
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal; Respiratory Department, H. Sª Oliveira, Guimarães, Portugal.
| | - Pedro Fonte
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal; Minho Family Health Unit, Braga, Portugal
| | - Pedro Teixeira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Venceslau Hespanhol
- Department of Pneumology, Centro Hospitalar de S. João, Porto, Portugal; Faculty of Medicine (FMUP), University of Porto, Portugal
| | - Jaime Correia-de-Sousa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's, PT Government Associate Laboratory, Braga/Guimarães, Portugal; Horizonte Family Health Unit, Matosinhos, Portugal
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14
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Duarte-de-Araújo A, Fonte P, Teixeira P, Hespanhol V, Correia-de-Sousa J. Is an Early Diagnosis of COPD Clinically Useful? Arch Bronconeumol 2020. [DOI: 10.1016/j.arbres.2019.11.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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15
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Lee S, Pyun SB, Tae WS. Reduced axial diffusivity and increased mode and T2 signals in cerebral white matter of chronic obstructive pulmonary disease using tract-based spatial statistics. Neuroradiology 2019; 61:795-801. [PMID: 30712138 DOI: 10.1007/s00234-019-02178-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 01/24/2019] [Indexed: 11/29/2022]
Abstract
PURPOSE Chronic obstructive pulmonary disease (COPD) is considered to be a multi-systemic disease involving pathological changes in the brain. This study investigated how diffusion tensor imaging (DTI) parameters in patients with non-hypoxemic COPD differ from those in controls. Moreover, we tried to examine whether the mode of anisotropy (MO) reflects early changes in white matter (WM) integrity in COPD. METHODS DT images were obtained from 13 male COPD patients and 13 age- and sex-matched healthy controls. Raw DT images were processed using an automated tract-based spatial statistics (TBSS) pipeline. DTI scalars of fractional anisotropy (FA); axial, radial, and mean diffusivities (AD, RD, and MD, respectively); MO; and raw T2 signal (S0) were statistically compared between COPD patients and controls. TBSS methods were used for analysis. RESULTS In patients with COPD, decreased AD was observed in the temporal stem (TS), corticospinal tract (CST), thalamus, subiculum, crus cerebri, and midbrain. Increased MO values were found in the corpus callosum, CST, internal capsule, cerebellar peduncle (CP), and medial lemniscus (ML). Additionally, increased S0 was found in the TS, CP, pons, and cerebellar tonsil (threshold-free cluster enhancement to a family-wise error rate of p < 0.05). CONCLUSION The results revealed decreased AD and increased MO scalars in COPD patients compared with the controls, although there were no differences in FA, RD, and MD scalars. Decreased AD and increased MO scalars may reflect early changes in WM integrity in COPD patients.
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Affiliation(s)
- Sekwang Lee
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, South Korea
| | - Sung-Bom Pyun
- Department of Physical Medicine and Rehabilitation, Korea University College of Medicine, Seoul, South Korea.,Brain Convergence Research Center, Korea University College of Medicine, Seoul, South Korea
| | - Woo-Suk Tae
- Brain Convergence Research Center, Korea University College of Medicine, Seoul, South Korea.
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16
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Quantitative computed tomography phenotypes, spirometric parameters, and episodes of exacerbation in heavy smokers: An analysis from South America. PLoS One 2018; 13:e0205273. [PMID: 30307987 PMCID: PMC6181358 DOI: 10.1371/journal.pone.0205273] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Accepted: 09/22/2018] [Indexed: 11/29/2022] Open
Abstract
Objective To evaluate the quantitative computed tomography (QCT) phenotypes, airflow limitations, and exacerbation-like episodes in heavy smokers in Southern Brazil. Methods We enrolled 172 smokers with a smoking history ≥30 pack-years who underwent pulmonary function tests (PFTs) and CT scan for lung cancer screening. Patients were classified regarding airflow limitation (FEV1/FVC <0.7 forced expiratory volume in 1 second/forced vital capacity) and the presence of emphysema on the QCT. The QCT were analyzed in specialized software and patients were classified in two disease-predominant phenotypes: emphysema-predominant (EP) and non-emphysema-predominant (NEP). EP was determined as ≥6% of percent low-attenuation areas (LAA%) with less than -950 Hounsfield units. NEP was defined as having a total LAA% of less than 6%. Results Most of our patients were classified in the EP phenotype. The EP group had significantly worse predicted FEV1 (60.6 ±22.9 vs. 89.7 ±15.9, p <0.001), higher rates of airflow limitation (85.7% vs. 15%; p <0.001), and had more exacerbation-like episodes (25.8% vs. 8.3%, p <0.001) compared to the NEP group. Smoking history, ethnicity, and BMI did not differ between the groups. The total LAA% was the QCT parameter with the strongest correlation to FEV1 (r = -0.669) and FEV1/FVC (r = -0.787). Conclusions Heavy smokers with the EP phenotype on QCT were more likely to have airflow limitation, worse predicted FEV1, and a higher rate of exacerbation-like episodes than those with the NEP phenotype. Approximately 23% of patients with no airflow limitation on PFTs were classified in EP phenotype.
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17
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Bonsignore MR, Suarez Giron MC, Marrone O, Castrogiovanni A, Montserrat JM. Personalised medicine in sleep respiratory disorders: focus on obstructive sleep apnoea diagnosis and treatment. Eur Respir Rev 2017; 26:26/146/170069. [PMID: 29070581 DOI: 10.1183/16000617.0069-2017] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 08/14/2017] [Indexed: 01/07/2023] Open
Abstract
In all fields of medicine, major efforts are currently dedicated to improve the clinical, physiological and therapeutic understanding of disease, and obstructive sleep apnoea (OSA) is no exception. The personalised medicine approach is relevant for OSA, given its complex pathophysiology and variable clinical presentation, the interactions with comorbid conditions and its possible contribution to poor outcomes. Treatment with continuous positive airway pressure (CPAP) is effective, but CPAP is poorly tolerated or not accepted in a considerable proportion of OSA patients. This review summarises the available studies on the physiological phenotypes of upper airway response to obstruction during sleep, and the clinical presentations of OSA (phenotypes and clusters) with a special focus on our changing attitudes towards approaches to treatment. Such major efforts are likely to change and expand treatment options for OSA beyond the most common current choices (i.e CPAP, mandibular advancement devices, positional treatment, lifestyle changes or upper airway surgery). More importantly, treatment for OSA may become more effective, being tailored to each patient's need.
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Affiliation(s)
- Maria R Bonsignore
- Biomedical Dept of Internal and Specialistic Medicine (DiBiMIS), University of Palermo, Palermo, Italy .,Institute of Biomedicine and Molecular Immunology (IBIM), National Research Council (CNR), Palermo, Italy
| | | | - Oreste Marrone
- Institute of Biomedicine and Molecular Immunology (IBIM), National Research Council (CNR), Palermo, Italy
| | - Alessandra Castrogiovanni
- Biomedical Dept of Internal and Specialistic Medicine (DiBiMIS), University of Palermo, Palermo, Italy
| | - Josep M Montserrat
- Sleep Unit, Hospital Clinic, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
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18
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Hoff BA, Pompe E, Galbán S, Postma DS, Lammers JWJ, Ten Hacken NHT, Koenderman L, Johnson TD, Verleden SE, de Jong PA, Mohamed Hoesein FAA, van den Berge M, Ross BD, Galbán CJ. CT-Based Local Distribution Metric Improves Characterization of COPD. Sci Rep 2017; 7:2999. [PMID: 28592874 PMCID: PMC5462827 DOI: 10.1038/s41598-017-02871-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 04/20/2017] [Indexed: 02/04/2023] Open
Abstract
Parametric response mapping (PRM) of paired CT lung images has been shown to improve the phenotyping of COPD by allowing for the visualization and quantification of non-emphysematous air trapping component, referred to as functional small airways disease (fSAD). Although promising, large variability in the standard method for analyzing PRMfSAD has been observed. We postulate that representing the 3D PRMfSAD data as a single scalar quantity (relative volume of PRMfSAD) oversimplifies the original 3D data, limiting its potential to detect the subtle progression of COPD as well as varying subtypes. In this study, we propose a new approach to analyze PRM. Based on topological techniques, we generate 3D maps of local topological features from 3D PRMfSAD classification maps. We found that the surface area of fSAD (SfSAD) was the most robust and significant independent indicator of clinically meaningful measures of COPD. We also confirmed by micro-CT of human lung specimens that structural differences are associated with unique SfSAD patterns, and demonstrated longitudinal feature alterations occurred with worsening pulmonary function independent of an increase in disease extent. These findings suggest that our technique captures additional COPD characteristics, which may provide important opportunities for improved diagnosis of COPD patients.
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Affiliation(s)
- Benjamin A Hoff
- Department of Radiology, University of Michigan, Center for Molecular Imaging, Ann Arbor, MI, United States
| | - Esther Pompe
- Department of Respiratory Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Stefanie Galbán
- Department of Radiology, University of Michigan, Center for Molecular Imaging, Ann Arbor, MI, United States
| | - Dirkje S Postma
- University of Groningen, University Medical Center Groningen, Department of Pulmonary Disease, Utrecht, The Netherlands
| | - Jan-Willem J Lammers
- Department of Respiratory Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Nick H T Ten Hacken
- University of Groningen, University Medical Center Groningen, Department of Pulmonary Disease, Utrecht, The Netherlands
| | - Leo Koenderman
- Department of Respiratory Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Timothy D Johnson
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Stijn E Verleden
- Lung transplant Unit, Department of clinical and experimental medicine, KU Leuven, Leuven, Belgium
| | - Pim A de Jong
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Maarten van den Berge
- University of Groningen, University Medical Center Groningen, Department of Pulmonary Disease, Utrecht, The Netherlands
| | - Brian D Ross
- Department of Radiology, University of Michigan, Center for Molecular Imaging, Ann Arbor, MI, United States
| | - Craig J Galbán
- Department of Radiology, University of Michigan, Center for Molecular Imaging, Ann Arbor, MI, United States.
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19
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Torres-Duque CA. Poverty cannot be inhaled and it is not a genetic condition. How can it be associated with chronic airflow obstruction? Eur Respir J 2017; 49:49/6/1700823. [PMID: 28572130 DOI: 10.1183/13993003.00823-2017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Accepted: 05/23/2017] [Indexed: 12/18/2022]
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20
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Araújo A. COPD: A controversial disease? REVISTA PORTUGUESA DE PNEUMOLOGIA 2017; 23:173-174. [PMID: 27184611 DOI: 10.1016/j.rppnen.2016.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Accepted: 03/04/2016] [Indexed: 06/05/2023] Open
Affiliation(s)
- A Araújo
- Respiratory Department, H. Sª Oliveira, Guimarães, Portugal.
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21
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Agustí A. Predicting the future from the past. Eur Respir J 2017; 49:49/1/1601854. [DOI: 10.1183/13993003.01854-2016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Accepted: 09/25/2016] [Indexed: 12/20/2022]
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22
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Rodriguez-Roisin R, Han MK, Vestbo J, Wedzicha JA, Woodruff PG, Martinez FJ. Chronic Respiratory Symptoms with Normal Spirometry. A Reliable Clinical Entity? Am J Respir Crit Care Med 2017; 195:17-22. [DOI: 10.1164/rccm.201607-1376pp] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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23
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Multilevel, Dynamic Chronic Obstructive Pulmonary Disease Heterogeneity. A Challenge for Personalized Medicine. Ann Am Thorac Soc 2016; 13 Suppl 2:S466-S470. [DOI: 10.1513/annalsats.201605-372aw] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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24
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Phenotypes in obstructive sleep apnea: A definition, examples and evolution of approaches. Sleep Med Rev 2016; 35:113-123. [PMID: 27815038 DOI: 10.1016/j.smrv.2016.10.002] [Citation(s) in RCA: 205] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 07/23/2016] [Accepted: 10/05/2016] [Indexed: 01/02/2023]
Abstract
Obstructive sleep apnea (OSA) is a complex and heterogeneous disorder and the apnea hypopnea index alone can not capture the diverse spectrum of the condition. Enhanced phenotyping can improve prognostication, patient selection for clinical trials, understanding of mechanisms, and personalized treatments. In OSA, multiple condition characteristics have been termed "phenotypes." To help classify patients into relevant prognostic and therapeutic categories, an OSA phenotype can be operationally defined as: "A category of patients with OSA distinguished from others by a single or combination of disease features, in relation to clinically meaningful attributes (symptoms, response to therapy, health outcomes, quality of life)." We review approaches to clinical phenotyping in OSA, citing examples of increasing analytic complexity. Although clinical feature based OSA phenotypes with significant prognostic and treatment implications have been identified (e.g., excessive daytime sleepiness OSA), many current categorizations lack association with meaningful outcomes. Recent work focused on pathophysiologic risk factors for OSA (e.g., arousal threshold, craniofacial morphology, chemoreflex sensitivity) appears to capture heterogeneity in OSA, but requires clinical validation. Lastly, we discuss the use of machine learning as a promising phenotyping strategy that can integrate multiple types of data (genomic, molecular, cellular, clinical) to identify unique, meaningful OSA phenotypes.
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25
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Duarte Araújo A. Dogmas and medical beliefs in COPD. Arch Bronconeumol 2016; 53:217-218. [PMID: 27712851 DOI: 10.1016/j.arbres.2016.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Accepted: 07/28/2016] [Indexed: 12/01/2022]
Affiliation(s)
- António Duarte Araújo
- Respiratory Department, Hospital Senhora da Oliveira, Guimarães, Portugal; Life and Health Sciences Research Institute (ICVS), University of Minho, Portugal.
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26
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Bewley MA, Belchamber KBR, Chana KK, Budd RC, Donaldson G, Wedzicha JA, Brightling CE, Kilty I, Donnelly LE, Barnes PJ, Singh D, Whyte MKB, Dockrell DH. Differential Effects of p38, MAPK, PI3K or Rho Kinase Inhibitors on Bacterial Phagocytosis and Efferocytosis by Macrophages in COPD. PLoS One 2016; 11:e0163139. [PMID: 27680884 PMCID: PMC5040258 DOI: 10.1371/journal.pone.0163139] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 09/02/2016] [Indexed: 12/22/2022] Open
Abstract
Pulmonary inflammation and bacterial colonization are central to the pathogenesis of chronic obstructive pulmonary disease (COPD). Defects in macrophage phagocytosis of both bacteria and apoptotic cells contribute to the COPD phenotype. Small molecule inhibitors with anti-inflammatory activity against p38 mitogen activated protein kinases (MAPKs), phosphatidyl-inositol-3 kinase (PI3K) and Rho kinase (ROCK) are being investigated as novel therapeutics in COPD. Concerns exist, however, about off-target effects. We investigated the effect of p38 MAPK inhibitors (VX745 and SCIO469), specific inhibitors of PI3K α (NVS-P13K-2), δ (NVS-P13K-3) or γ (NVS-P13K-5) and a ROCK inhibitor PF4950834 on macrophage phagocytosis, early intracellular killing of bacteria and efferocytosis of apoptotic neutrophils. Alveolar macrophages (AM) obtained from broncho-alveolar lavage (BAL) or monocyte-derived macrophages (MDM) from COPD patients (GOLD stage II/III) enrolled from a well characterized clinical cohort (MRC COPD-MAP consortium) or from healthy ex-smoker controls were studied. Both COPD AM and MDM exhibited lower levels of bacterial phagocytosis (using Streptococcus pneumoniae and non-typeable Haemophilus influenzae) and efferocytosis than healthy controls. None of the inhibitors altered bacterial internalization or early intracellular bacterial killing in AM or MDM. Conversely PF4950834, but not other inhibitors, enhanced efferocytosis in COPD AM and MDM. These results suggest none of these inhibitors are likely to exacerbate phagocytosis-related defects in COPD, while confirming ROCK inhibitors can enhance efferocytosis in COPD.
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Affiliation(s)
- Martin A. Bewley
- Department of Infection, Immunity and Cardiovascular Disease and The Florey Institute for Host-Pathogen Interactions, University of Sheffield Medical School, Sheffield, United Kingdom
- * E-mail:
| | - Kylie B. R. Belchamber
- Airway Disease National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Kirandeep K. Chana
- Airway Disease National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Richard C. Budd
- Department of Infection, Immunity and Cardiovascular Disease and The Florey Institute for Host-Pathogen Interactions, University of Sheffield Medical School, Sheffield, United Kingdom
- Sheffield Teaching Hospitals Foundation Trust, Sheffield, United Kingdom
- Centre for Respiratory Medicine and Allergy, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester and University Hospital of South Manchester NHS Foundation Trust, Manchester, United Kingdom
| | - Gavin Donaldson
- Airway Disease National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Jadwiga A. Wedzicha
- Airway Disease National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | | | - Iain Kilty
- Pfizer Inc, Cambridge, Massachusetts, United States of America
| | - Louise E. Donnelly
- Airway Disease National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Peter J. Barnes
- Airway Disease National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Dave Singh
- Centre for Respiratory Medicine and Allergy, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester and University Hospital of South Manchester NHS Foundation Trust, Manchester, United Kingdom
| | - Moira K. B. Whyte
- Department of Respiratory Medicine and MRC Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - David H. Dockrell
- Department of Infection, Immunity and Cardiovascular Disease and The Florey Institute for Host-Pathogen Interactions, University of Sheffield Medical School, Sheffield, United Kingdom
- Sheffield Teaching Hospitals Foundation Trust, Sheffield, United Kingdom
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Loss of Peripheral Tolerance in Emphysema. Phenotypes, Exacerbations, and Disease Progression. Ann Am Thorac Soc 2016; 12 Suppl 2:S164-8. [PMID: 26595734 DOI: 10.1513/annalsats.201503-115aw] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Heterogeneity in the development and progression of cigarette smoke-induced lung diseases strongly argues for a need to improve the clinical and phenotypic characterization of patients with chronic obstructive lung disease and emphysema. Smokers with emphysema are at a much higher risk for accelerated loss of lung function, increased cardiovascular morbidity, and development of lung cancer. Recent evidence in human translational studies and animal models suggests that emphysema is associated with activation of specialized antigen-presenting cells and that cigarette smoke can disrupt the induction of immune tolerance in the lungs. Quantitative assessment of cytokines expressed by autoreactive T lymphocytes in response to human lung elastin fragments has shown a strong positive correlation between T helper Type 1 (Th1) and Th17 cells' immune responses and emphysema. In search of factors that could reduce the threshold for induction of autoimmune inflammation, we have discovered that cleavage of complement protein 3 (C3) generates bioactive molecules (e.g., C3a) and activates lung antigen-presenting cells. The autocrine and paracrine function of C3a and its receptor are required in T cell-mediated inflammatory responses to cigarette smoke in both human and preclinical models of emphysema. Targeting upstream molecules that reduce the potential for generation of autoreactive T cells could lead to the development of novel therapeutics to prevent progression of emphysema in smokers.
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Jones AW, Robinson R, Mohamed P, Davison G, Izzat HJ, Lewis KE. Impaired Blood Neutrophil Function in the Frequent Exacerbator of Chronic Obstructive Pulmonary Disease: A Proof-of-Concept Study. Lung 2016; 194:881-887. [PMID: 27530251 PMCID: PMC5093205 DOI: 10.1007/s00408-016-9930-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 08/07/2016] [Indexed: 11/30/2022]
Abstract
PURPOSE The underlying biological mechanisms of the frequent exacerbator phenotype of COPD remain unclear. We compared systemic neutrophil function in COPD patients with or without frequent exacerbations. METHODS Whole blood from COPD frequent exacerbators (defined as ≥2 moderate-severe exacerbations in the previous 2 years) and non-exacerbators (no exacerbations in the preceding 2 years) was assayed for neutrophil function. Neutrophil function in healthy ex-smoking volunteers was also measured as a control (reference) group. RESULTS A total of 52 subjects were included in this study: 26 frequent exacerbators, 18 non-exacerbators and 8 healthy controls. COPD frequent exacerbators had blunted blood neutrophil fMLP-stimulated oxidative burst compared to both non-exacerbators (p < 0.01) and healthy controls (p < 0.001). There were no differences between COPD frequent exacerbators and non-exacerbators in blood neutrophil PMA-stimulated oxidative burst, but both COPD groups had reduced responses compared to healthy controls (p < 0.001). Bacterial-stimulated neutrophil degranulation was greater in frequent exacerbators than non-exacerbators (p < 0.05). CONCLUSION This study is the first to report aberrant receptor-mediated blood neutrophil function in the frequent exacerbator of COPD.
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Affiliation(s)
- Arwel Wyn Jones
- Lincoln Institute for Health, University of Lincoln, Brayford Pool, Lincoln, LN6 7TS, UK.
| | - Richard Robinson
- Department of Respiratory Medicine, Prince Philip Hospital, Hywel Dda University Health Board, Llanelli, SA14 8QF, UK
| | - Peer Mohamed
- Department of Respiratory Medicine, Prince Philip Hospital, Hywel Dda University Health Board, Llanelli, SA14 8QF, UK
| | - Glen Davison
- School of Sport and Exercise Sciences, University of Kent, Medway Campus, Chatham Maritime, ME4 4AG, UK
| | - Hassan Jaysen Izzat
- Department of Respiratory Medicine, Prince Philip Hospital, Hywel Dda University Health Board, Llanelli, SA14 8QF, UK
| | - Keir Edward Lewis
- Department of Respiratory Medicine, Prince Philip Hospital, Hywel Dda University Health Board, Llanelli, SA14 8QF, UK.,College of Medicine, Swansea University, Swansea, SA2 8PP, UK
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Hu JX, Thomas CE, Brunak S. Network biology concepts in complex disease comorbidities. Nat Rev Genet 2016; 17:615-29. [PMID: 27498692 DOI: 10.1038/nrg.2016.87] [Citation(s) in RCA: 224] [Impact Index Per Article: 24.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The co-occurrence of diseases can inform the underlying network biology of shared and multifunctional genes and pathways. In addition, comorbidities help to elucidate the effects of external exposures, such as diet, lifestyle and patient care. With worldwide health transaction data now often being collected electronically, disease co-occurrences are starting to be quantitatively characterized. Linking network dynamics to the real-life, non-ideal patient in whom diseases co-occur and interact provides a valuable basis for generating hypotheses on molecular disease mechanisms, and provides knowledge that can facilitate drug repurposing and the development of targeted therapeutic strategies.
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Affiliation(s)
- Jessica Xin Hu
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen DK-2200, Denmark
| | - Cecilia Engel Thomas
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen DK-2200, Denmark
| | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen DK-2200, Denmark.,Copenhagen University Hospital, Rigshospitalet, Blegdamsvej 9, Copenhagen DK-2100, Denmark
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Rootmensen G, van Keimpema A, Zwinderman A, Sterk P. Clinical phenotypes of obstructive airway diseases in an outpatient population. J Asthma 2016; 53:1026-32. [PMID: 27366830 DOI: 10.3109/02770903.2016.1174258] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND AND OBJECTIVES Historically, obstructive airway diseases such as asthma and COPD are classified as different diseases. Although the definitions are clearly described, classification of patients into these traditional, clinical disease entity can be difficult. Recent evidence that there are complex, overlapping phenotypes of obstructive lung disease. Our aim was to capture clinical phenotypes of obstructive diseases through the use of cluster analysis in a representative patient population at a common Dutch pulmonary outpatient clinic. Clinical physiological and cellular/ molecular markers were used in the analysis. METHODS To carry out the cluster analysis, an imputed dataset was created from a random sample of 191 adult patients chosen from a pulmonary outpatient clinic. The selection criteria from the sample included patients with a doctor's diagnosis for asthma or COPD. Detailed assessment of patient pulmonary function, blood eosinophil counts, allergic sensitisation and smoking history was collected. RESULTS We observed four distinct clusters with different clinical characteristics of obstructive lung diseases. Cluster 1: patients with a history of extensive cigarette smoking, airway obstruction without signs of emphysema; cluster 2: patients with features of the emphysematous type of COPD; cluster 3: patients with characteristics of allergic asthma; cluster 4: patients with features suggesting an overlap syndrome of atopic asthma and COPD. CONCLUSION Four phenotypes of obstructive lung disease were identified amongst patients clinically labelled as asthma or COPD. These findings emphasize the concept that there are different phenotypes of obstructive lung diseases, including overlapping and complementary disease entities. These phenotypes of chronic airways disease can serve to tailor disease management.
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Affiliation(s)
- Geert Rootmensen
- a Department of Pulmonology , Academic Medical Centre , Amsterdam , the Netherlands.,b Department of Pulmonology , Waterland ziekenhuis , Purmerend , the Netherlands
| | - Anton van Keimpema
- c Department of Pulmonology , Astmacentrum Heideheuvel , the Netherlands
| | - Aeilko Zwinderman
- d Clinical Research Unit, Academic Medical Centre , Amsterdam , the Netherlands
| | - Peter Sterk
- a Department of Pulmonology , Academic Medical Centre , Amsterdam , the Netherlands
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Banerji D, Mahler DA, Hanania NA. Efficacy and safety of LABA/LAMA fixed-dose combinations approved in the US for the management of COPD. Expert Rev Respir Med 2016; 10:767-80. [PMID: 27223863 DOI: 10.1080/17476348.2016.1190276] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Long-acting β2-agonists [LABAs] and long-acting muscarinic antagonists [LAMAs]) are primary therapies for chronic obstructive pulmonary disease (COPD). Despite improvements in lung function and patient-reported outcomes (PROs) with these therapies, there is room to optimize outcomes further. Combined use of LABAs and LAMAs is recommended when symptoms are not improved with a single agent, and LABA/LAMA fixed-dose combinations (FDCs) are at the forefront of drug development in COPD. AREAS COVERED This review focusses on the three LABA/LAMA FDCs (indacaterol/glycopyrrolate(1) [IND/GLY] 27.5/15.6 µg twice daily, umeclidinium/vilanterol [UMEC/VI] 62.5/25 µg once daily and tiotropium/olodaterol [Tio/Olo] 5/5 µg once daily approved in the US. Phase III clinical trials have shown benefits in lung function, dyspnea and health status with FDCs of IND/GLY, UMEC/VI and Tio/Olo versus placebo and monotherapies. Expert commentary: Data from recent studies of three LABA/LAMA combinations, reviewed here, indicate that dual bronchodilation may be beneficial above and beyond both the monotherapies and LABA/ICS combinations, in providing improvements in lung function and PROs for patients with COPD, which may encourage a shift away from the use of ICS in COPD management, in particular for non-exacerbating patients.
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Affiliation(s)
- Donald Banerji
- a Novartis Pharmaceuticals Corporation , East Hanover , NJ , USA
| | - Donald A Mahler
- b Geisel School of Medicine at Dartmouth , Hanover , NH , USA.,c Valley Regional Hospital , Hanover , NH , USA
| | - Nicola A Hanania
- d Section of Pulmonary and Critical Care Medicine, Asthma and COPD Clinical Research Center , Baylor College of Medicine , Houston , TX , USA
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Fernandes L, Fernandes Y, Mesquita AM. Quantitative computed tomography imaging in chronic obstructive pulmonary disease. Lung India 2016; 33:646-652. [PMID: 27890994 PMCID: PMC5112822 DOI: 10.4103/0970-2113.192880] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease having small airway inflammation, emphysema, and pulmonary hypertension. It is now clear that spirometry alone cannot differentiate each component. Quantitative computed tomography (QCT) is increasingly used to quantify the amount of emphysema and small airway involvement in COPD. Inspiratory CT guides in assessing emphysema while expiratory CT identifies areas of air trapping which is a surrogate of small airway inflammation. By constructing a three-dimensional model of airways, we can also measure the airway wall thickness of segmental and subsegmental airways. The aim of this review is to present the current knowledge and methodologies in QCT of the lung that aid in identifying discrete COPD phenotypes.
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Affiliation(s)
- Lalita Fernandes
- Department of Pulmonary Medicine, Goa Medical College, Goa, India
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Donohue JF. Low Doses of Long-Acting β-Agonists/Long-Acting Muscarinic Agents with Large Effects. The FLIGHT Study. Am J Respir Crit Care Med 2015; 192:1028-30. [DOI: 10.1164/rccm.201507-1442ed] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Le Roux PY, Siva S, Steinfort DP, Callahan J, Eu P, Irving LB, Hicks RJ, Hofman MS. Correlation of 68Ga Ventilation-Perfusion PET/CT with Pulmonary Function Test Indices for Assessing Lung Function. J Nucl Med 2015; 56:1718-23. [PMID: 26338892 DOI: 10.2967/jnumed.115.162586] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 08/13/2015] [Indexed: 12/25/2022] Open
Abstract
UNLABELLED Pulmonary function tests (PFTs) are routinely used to assess lung function, but they do not provide information about regional pulmonary dysfunction. We aimed to assess correlation of quantitative ventilation-perfusion (V/Q) PET/CT with PFT indices. METHODS Thirty patients underwent V/Q PET/CT and PFT. Respiration-gated images were acquired after inhalation of (68)Ga-carbon nanoparticles and administration of (68)Ga-macroaggregated albumin. Functional volumes were calculated by dividing the volume of normal ventilated and perfused (%NVQ), unmatched and matched defects by the total lung volume. These functional volumes were correlated with forced expiratory volume in 1 s (FEV1), forced vital capacity (FVC), FEV1/FVC, and diffusing capacity for carbon monoxide (DLCO). RESULTS All functional volumes were significantly different in patients with chronic obstructive pulmonary disease (P < 0.05). FEV1/FVC and %NVQ had the highest correlation (r = 0.82). FEV1 was also best correlated with %NVQ (r = 0.64). DLCO was best correlated with the volume of unmatched defects (r = -0.55). Considering %NVQ only, a cutoff value of 90% correctly categorized 28 of 30 patients with or without significant pulmonary function impairment. CONCLUSION Our study demonstrates strong correlations between V/Q PET/CT functional volumes and PFT parameters. Because V/Q PET/CT is able to assess regional lung function, these data support the feasibility of its use in radiation therapy and preoperative planning and assessing pulmonary dysfunction in a variety of respiratory diseases.
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Affiliation(s)
- Pierre-Yves Le Roux
- Division of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Australia Department of Nuclear Medicine, Brest University Hospital, EA3878 (GETBO) IFR 148, Brest, France
| | - Shankar Siva
- Division of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Australia The University of Melbourne, Parkville, Australia; and
| | - Daniel P Steinfort
- The University of Melbourne, Parkville, Australia; and Respiratory Medicine, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, Australia
| | - Jason Callahan
- Division of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Australia
| | - Peter Eu
- Division of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Australia
| | - Lou B Irving
- The University of Melbourne, Parkville, Australia; and Respiratory Medicine, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, Australia
| | - Rodney J Hicks
- Division of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Australia The University of Melbourne, Parkville, Australia; and
| | - Michael S Hofman
- Division of Radiation Oncology and Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Australia The University of Melbourne, Parkville, Australia; and
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Agusti A, Gea J, Faner R. Biomarkers, the control panel and personalized COPD medicine. Respirology 2015; 21:24-33. [DOI: 10.1111/resp.12585] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Revised: 05/04/2015] [Accepted: 05/23/2015] [Indexed: 12/22/2022]
Affiliation(s)
- Alvar Agusti
- Thorax Institute; Hospital Clinic; University of Barcelona; Barcelona Spain
- Ciber Enfermedades Respiratorias (CIBERES); Barcelona Spain
- Thorax Institute; IDIBAPS; Barcelona Spain
| | - Joaquim Gea
- Ciber Enfermedades Respiratorias (CIBERES); Barcelona Spain
- Respiratory Department; Hospital del Mar-IMIM. DCEXS; University Pompeu Fabra; Barcelona Spain
| | - Rosa Faner
- Ciber Enfermedades Respiratorias (CIBERES); Barcelona Spain
- Thorax Institute; IDIBAPS; Barcelona Spain
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Pompe E, van Rikxoort EM, Schmidt M, Rühaak J, Estrella LG, Vliegenthart R, Oudkerk M, de Koning HJ, van Ginneken B, de Jong PA, Lammers JWJ, Mohamed Hoesein FAA. Parametric Response Mapping Adds Value to Current Computed Tomography Biomarkers in Diagnosing Chronic Obstructive Pulmonary Disease. Am J Respir Crit Care Med 2015; 191:1084-6. [DOI: 10.1164/rccm.201411-2105le] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Relationship between azithromycin susceptibility and administration efficacy for nontypeable Haemophilus influenzae respiratory infection. Antimicrob Agents Chemother 2015; 59:2700-12. [PMID: 25712355 DOI: 10.1128/aac.04447-14] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Accepted: 02/14/2015] [Indexed: 12/21/2022] Open
Abstract
Nontypeable Haemophilus influenzae (NTHI) is an opportunistic pathogen that is an important cause of acute exacerbations of chronic obstructive pulmonary disease (AECOPD). COPD is an inflammatory disease of the airways, and exacerbations are acute inflammatory events superimposed on this background of chronic inflammation. Azithromycin (AZM) is a macrolide antibiotic with antibacterial and anti-inflammatory properties and a clinically proven potential for AECOPD prevention and management. Relationships between AZM efficacy and resistance by NTHI and between bactericidal and immunomodulatory effects on NTHI respiratory infection have not been addressed. In this study, we employed two pathogenic NTHI strains with different AZM susceptibilities (NTHI 375 [AZM susceptible] and NTHI 353 [AZM resistant]) to evaluate the prophylactic and therapeutic effects of AZM on the NTHI-host interplay. At the cellular level, AZM was bactericidal toward intracellular NTHI inside alveolar and bronchial epithelia and alveolar macrophages, and it enhanced NTHI phagocytosis by the latter cell type. These effects correlated with the strain MIC of AZM and the antibiotic dose. Additionally, the effect of AZM on NTHI infection was assessed in a mouse model of pulmonary infection. AZM showed both preventive and therapeutic efficacies by lowering NTHI 375 bacterial counts in lungs and bronchoalveolar lavage fluid (BALF) and by reducing histopathological inflammatory lesions in the upper and lower airways of mice. Conversely, AZM did not reduce bacterial loads in animals infected with NTHI 353, in which case a milder anti-inflammatory effect was also observed. Together, the results of this work link the bactericidal and anti-inflammatory effects of AZM and frame the efficacy of this antibiotic against NTHI respiratory infection.
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Montes de Oca M, López Varela MV, Acuña A, Schiavi E, Rey MA, Jardim J, Casas A, Tokumoto A, Torres Duque CA, Ramírez-Venegas A, García G, Stirbulov R, Camelier A, Bergna M, Cohen M, Guzmán S, Sánchez E. ALAT-2014 Chronic Obstructive Pulmonary Disease (COPD) Clinical Practice Guidelines: questions and answers. Arch Bronconeumol 2015; 51:403-16. [PMID: 25596991 DOI: 10.1016/j.arbres.2014.11.017] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 11/10/2014] [Accepted: 11/17/2014] [Indexed: 11/17/2022]
Abstract
ALAT-2014 COPD Clinical Practice Guidelines used clinical questions in PICO format to compile evidence related to risk factors, COPD screening, disease prognosis, treatment and exacerbations. Evidence reveals the existence of risk factors for COPD other than tobacco, as well as gender differences in disease presentation. It shows the benefit of screening in an at-risk population, and the predictive value use of multidimensional prognostic indexes. In stable COPD, similar benefits in dyspnea, pulmonary function and quality of life are achieved with LAMA or LABA long-acting bronchodilators, whereas LAMA is more effective in preventing exacerbations. Dual bronchodilator therapy has more benefits than monotherapy. LAMA and combination LABA/IC are similarly effective, but there is an increased risk of pneumonia with LABA/IC. Data on the efficacy and safety of triple therapy are scarce. Evidence supports influenza vaccination in all patients and anti-pneumococcal vaccination in patients <65years of age and/or with severe airflow limitation. Antibiotic prophylaxis may decrease exacerbation frequency in patients at risk. The use of systemic corticosteroids and antibiotics are justified in exacerbations requiring hospitalization and in some patients managed in an outpatient setting.
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Affiliation(s)
- María Montes de Oca
- Hospital Universitario de Caracas, Universidad Central de Venezuela, Caracas, Venezuela.
| | | | - Agustín Acuña
- Hospital Universitario de Caracas, Universidad Central de Venezuela, y Centro Médico Docente La Trinidad, Caracas, Venezuela
| | - Eduardo Schiavi
- Hospital de Rehabilitación Respiratoria «María Ferrer», Buenos Aires, Argentina
| | | | - José Jardim
- Universidade Federal de São Paulo, São Paulo, Brasil
| | | | | | | | | | | | - Roberto Stirbulov
- Facultad de Ciencias Médicas, Santa Casa de San Pablo, São Paulo, Brasil
| | - Aquiles Camelier
- Universidade Federal da Bahia e Escola Bahiana de Medicina, Salvador, Brasil
| | - Miguel Bergna
- Hospital Dr. Antonio Cetrángolo, Vicente López, Buenos Aires, Argentina
| | - Mark Cohen
- Hospital Centro Médico, Guatemala, Guatemala
| | | | - Efraín Sánchez
- Hospital Universitario de Caracas, Universidad Central de Venezuela, y Centro Médico Docente La Trinidad, Caracas, Venezuela
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Grosdidier S, Ferrer A, Faner R, Piñero J, Roca J, Cosío B, Agustí A, Gea J, Sanz F, Furlong LI. Network medicine analysis of COPD multimorbidities. Respir Res 2014; 15:111. [PMID: 25248857 PMCID: PMC4177421 DOI: 10.1186/s12931-014-0111-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Accepted: 08/12/2014] [Indexed: 01/26/2023] Open
Abstract
Background Patients with chronic obstructive pulmonary disease (COPD) often suffer concomitant disorders that worsen significantly their health status and vital prognosis. The pathogenic mechanisms underlying COPD multimorbidities are not completely understood, thus the exploration of potential molecular and biological linkages between COPD and their associated diseases is of great interest. Methods We developed a novel, unbiased, integrative network medicine approach for the analysis of the diseasome, interactome, the biological pathways and tobacco smoke exposome, which has been applied to the study of 16 prevalent COPD multimorbidities identified by clinical experts. Results Our analyses indicate that all COPD multimorbidities studied here are related at the molecular and biological level, sharing genes, proteins and biological pathways. By inspecting the connections of COPD with their associated diseases in more detail, we identified known biological pathways involved in COPD, such as inflammation, endothelial dysfunction or apoptosis, serving as a proof of concept of the methodology. More interestingly, we found previously overlooked biological pathways that might contribute to explain COPD multimorbidities, such as hemostasis in COPD multimorbidities other than cardiovascular disorders, and cell cycle pathway in the association of COPD with depression. Moreover, we also observed similarities between COPD multimorbidities at the pathway level, suggesting common biological mechanisms for different COPD multimorbidities. Finally, chemicals contained in the tobacco smoke target an average of 69% of the identified proteins participating in COPD multimorbidities. Conclusions The network medicine approach presented here allowed the identification of plausible molecular links between COPD and comorbid diseases, and showed that many of them are targets of the tobacco exposome, proposing new areas of research for understanding the molecular underpinning of COPD multimorbidities. Electronic supplementary material The online version of this article (doi:10.1186/s12931-014-0111-4) contains supplementary material, which is available to authorized users.
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Kim EY, Seo JB, Lee HJ, Kim N, Lee E, Lee SM, Oh SY, Hwang HJ, Oh YM, Lee SD. Detailed analysis of the density change on chest CT of COPD using non-rigid registration of inspiration/expiration CT scans. Eur Radiol 2014; 25:541-9. [PMID: 25218764 DOI: 10.1007/s00330-014-3418-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Revised: 07/27/2014] [Accepted: 08/27/2014] [Indexed: 10/24/2022]
Abstract
OBJECTIVES One objective was to evaluate the air trapping index (ATI), measured by inspiration/expiration CT, in COPD patients and nonsmokers. Another objective was to assess the association between the pulmonary function test (PFT) and CT parameters such as ATI or other indices, separately in the whole lung, in emphysema, and in hyperinflated and normal lung areas. METHODS One hundred and thirty-eight COPD patients and 29 nonsmokers were included in our study. The ATI, the emphysema index (EI), the gas trapping index (Exp -856) and expiration/inspiration ratio of mean lung density (E/Iratio of MLD) were measured on CT. The values of the whole lung, of emphysema, and of hyperinflated and normal lung areas were compared and then correlated with various PFT parameters. RESULTS Compared with nonsmokers, COPD patients showed a higher ATI in the whole lung and in each lung lesion (all P < 0.05). The ATI showed a higher correlation than EI with FEF25-75%, RV and RV/TLC, and was comparable to Exp -856 and the E/I ratio of MLD. The ATI of emphysema and hyperinflated areas on CT showed better correlation than the normal lung area with PFT parameters. CONCLUSIONS Detailed analysis of density change at inspiration and expiration CT of COPD can provide new insights into pulmonary functional impairment in each lung area. KEY POINTS • COPD patients show significant air trapping in the lung. • The air trapping index is a comparable parameter to other CT indices. • Air trapping of emphysema and hyperinflated lung areas relates to functional loss. • The emphysema area changes more, with less air trapping than other areas.
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Affiliation(s)
- Eun Young Kim
- Department of Radiology, Chonbuk National University Medical School and Hospital, Research Institute of Clinical Medicine, 20, Geonjiro Deokjin-gu, Jeonju-si, Jeollabuk-do, 561-712, Republic of Korea,
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Abstract
Our understanding of chronic obstructive pulmonary disease (COPD) has changed dramatically over the past two decades. We have moved from an airflow limitation-centric view to the realisation that COPD is a complex and heterogeneous disease, which leads inevitably to the need for personalising the assessment and treatment of patients with COPD. This review provides a brief perspective of the extraordinary transition that the COPD field has experienced in the last two decades, and speculates on how it should/can move forward in the near future in order to really achieve the goal of personalising COPD medicine in the clinic.
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Rieger-Reyes C, García-Tirado FJ, Rubio-Galán FJ, Marín-Trigo JM. Clasificación de la gravedad de la enfermedad pulmonar obstructiva crónica según la nueva guía Iniciativa Global para la Enfermedad Obstructiva Crónica 2011: COPD Assessment Test versus modified Medical Research Council. Arch Bronconeumol 2014; 50:129-34. [DOI: 10.1016/j.arbres.2013.09.014] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2013] [Revised: 09/27/2013] [Accepted: 09/27/2013] [Indexed: 10/26/2022]
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Gómez Sáenz JT, Quintano Jiménez JA, Hidalgo Requena A, González Béjar M, Gérez Callejas MJ, Zangróniz Uruñuela MR, Moreno Vilaseca A, Hernández García R. [Chronic obstructive pulmonary disease: Morbimortality and healthcare burden]. Semergen 2014; 40:198-204. [PMID: 24637007 DOI: 10.1016/j.semerg.2013.12.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2013] [Revised: 12/16/2013] [Accepted: 12/17/2013] [Indexed: 01/01/2023]
Abstract
Chronic obstructive pulmonary disease (COPD) is an enormous public health problem and of growing importance due to its high prevalence, elevated morbimortality, and socioeconomic costs. Many Spanish epidemiological studies report a prevalence of 10% of the adult population, with its growth appearing to have stabilised. Nevertheless, over 75% of cases are still underdiagnosed. The diagnosis of mild and moderate obstruction is associated with a higher survival and lower costs (14 years and €9,730) compared to 10 years survival and €43,785 of patients diagnosed in the severe obstruction phase. COPD was the fourth cause of death in Spain in 2011, although the adjusted mortality rates have decreased more than 20% in the last decade, particularly in males. Patients with advanced COPD die from it, but patients with mild or moderate COPD die due to cardiovascular diseases or cancer (mainly of the lung). It is estimated that the annual cost of the disease is around 3,000 million Euros. These increase with the spirometric severity, and is mainly associated with exacerbations (almost 60% of the direct costs). Comorbidity, that is the presence of diseases that coexist with the studied disease, is higher in patients with COPD than in the general population and affects health results.
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Affiliation(s)
- J T Gómez Sáenz
- Medicina de Familia y Comunitaria, Centro de Salud de Nájera, Servicio Riojano de Salud, Nájera, La Rioja, España.
| | - J A Quintano Jiménez
- Medicina de Familia y Comunitaria, Centro de Salud Lucena 1, Servicio Andaluz de Salud, Lucena, Córdoba, España
| | - A Hidalgo Requena
- Medicina de Familia y Comunitaria, Centro de Salud Lucena 1, Servicio Andaluz de Salud, Lucena, Córdoba, España
| | - M González Béjar
- Medicina de Familia y Comunitaria, Centro de Salud Montesa, Servicio Madrileño de Salud, Madrid, España
| | - M J Gérez Callejas
- Medicina de Familia y Comunitaria, Servicio de Urgencias y Emergencias 061, Haro, La Rioja, España
| | - M R Zangróniz Uruñuela
- Medicina de Familia y Comunitaria, Centro de Salud de Nájera, Servicio Riojano de Salud, Nájera, La Rioja, España
| | - A Moreno Vilaseca
- Medicina de Familia y Comunitaria, Hospital San Pedro, Servicio Riojano de Salud, Logroño, La Rioja, España
| | - R Hernández García
- Medicina de Familia y Comunitaria, Hospital San Pedro, Servicio Riojano de Salud, Logroño, La Rioja, España
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D'Urzo A, Vogelmeier C. Future of chronic obstructive pulmonary disease management. Expert Rev Respir Med 2014; 6:285-99. [DOI: 10.1586/ers.12.20] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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Phenotypes and Disease Characterization in Chronic Obstructive Pulmonary Disease. Toward the Extinction of Phenotypes? Ann Am Thorac Soc 2013; 10 Suppl:S125-30. [DOI: 10.1513/annalsats.201303-055aw] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Brebner JA, Turner AM. Early chronic obstructive pulmonary disease: Beyond spirometry. World J Respirol 2013; 3:57-66. [DOI: 10.5320/wjr.v3.i3.57] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Revised: 07/24/2013] [Accepted: 08/17/2013] [Indexed: 02/06/2023] Open
Abstract
The significant healthcare burden associated with chronic obstructive pulmonary disease (COPD) is driving us to improve our understanding of the natural history of this disease. Historically, the focus has been largely centred on diagnosing and treating individuals with moderate and severe disease. However, it is now recognised that the speed of decline in lung function as measured by forced expiratory volume in 1 s occurs faster in the earlier stages of the disease process. As a result, a clearer understanding of the potential benefits of treatment in early COPD is needed. It is recognised that many patients with COPD remain undiagnosed in the community which has prompted global case-finding initiatives. In this review we discuss the difficulties in diagnosing COPD in its early stages, examine the role of case-finding and look at the evidence for early intervention with therapeutic agents. There is a growing interest in the phenotypic variation amongst patients with COPD and we explore the role of phenotyping in early COPD and its potential benefits in providing a more individualised approach to COPD management. The majority of patients with COPD are known to die from non-respiratory causes such as cardiovascular disease. The mechanistic link is thought to relate to systemic inflammation, causing us to question whether earlier interventions could have a beneficial impact on the burden of co-morbidities for patients with COPD.
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Ryan M, Suaya JA, Chapman JD, Stason WB, Shepard DS, Parks Thomas C. Incidence and cost of pneumonia in older adults with COPD in the United States. PLoS One 2013; 8:e75887. [PMID: 24130749 PMCID: PMC3794002 DOI: 10.1371/journal.pone.0075887] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Accepted: 08/21/2013] [Indexed: 11/19/2022] Open
Abstract
Objectives To estimate the incidence of pneumonia by COPD status and the excess cost of inpatient primary pneumonia in elders with COPD. Study Design A retrospective, longitudinal study using claims linked to eligibility/demographic data for a 5% sample of fee-for-service Medicare beneficiaries from 2005 through 2007. Methods Incidence rates of pneumonia were calculated for elders with and without COPD and for elders with COPD and coexistent congestive heart failure (CHF). Propensity-score matching with multivariate generalized linear regression was used to estimate the excess direct medical cost of inpatient primary pneumonia in elders with COPD as compared with elders with COPD but without a pneumonia hospitalization. Results Elders with COPD had nearly six-times the incidence of pneumonia compared with elders without COPD (167.6/1000 person-years versus 29.5/1000 person-years; RR=5.7, p <0 .01); RR increased to 8.1 for elders with COPD and CHF compared with elders without COPD. The incidence of inpatient primary pneumonia among elders with COPD was 54.2/1000 person-years compared with 7/1000 person-years for elders without COPD; RR=7.7, p<0.01); RR increased to 11.0 for elders with COPD and CHF compared with elders without COPD. The one-year excess direct medical cost of inpatient pneumonia in COPD patients was $ 22,697 ($45,456 in cases vs. $ 22,759 in controls (p <0.01)); 70.2% of this cost was accrued during the quarter of the index hospitalization. During months 13 through 24 following the index hospitalization, the excess direct medical cost was $ 5,941 ($23,215 in cases vs. $ 17,274 in controls, p<0.01). Conclusions Pneumonia occurs more frequently in elders with COPD than without COPD. The excess direct medical cost in elders with inpatient pneumonia extends up to 24 months following the index hospitalization and represents $28,638 in 2010 dollars.
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Affiliation(s)
- Marian Ryan
- Brandeis University, Schneider Institute on Healthcare Systems, Heller School, Waltham, Massachusetts, United States of America
- * E-mail:
| | - Jose A. Suaya
- GlaxoSmithKline Vaccines, Philadelphia, Pennsylvania, United States of America
| | - John D. Chapman
- Brandeis University, Schneider Institute on Healthcare Systems, Heller School, Waltham, Massachusetts, United States of America
| | - William B. Stason
- Brandeis University, Schneider Institute on Healthcare Systems, Heller School, Waltham, Massachusetts, United States of America
| | - Donald S. Shepard
- Brandeis University, Schneider Institute on Healthcare Systems, Heller School, Waltham, Massachusetts, United States of America
| | - Cindy Parks Thomas
- Brandeis University, Schneider Institute on Healthcare Systems, Heller School, Waltham, Massachusetts, United States of America
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Lahousse L, Vernooij MW, Darweesh SKL, Akoudad S, Loth DW, Joos GF, Hofman A, Stricker BH, Ikram MA, Brusselle GG. Chronic Obstructive Pulmonary Disease and Cerebral Microbleeds. The Rotterdam Study. Am J Respir Crit Care Med 2013; 188:783-8. [DOI: 10.1164/rccm.201303-0455oc] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Iadarola P, Luisetti M. The role of desmosines as biomarkers for chronic obstructive pulmonary disease. Expert Rev Respir Med 2013; 7:137-44. [PMID: 23547990 DOI: 10.1586/ers.13.4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Since chronic obstructive pulmonary disease (COPD) has a progressive and major impact on health management, many aspects of this disorder, including development of effective and reliable biomarkers to monitor disease progression, are under intensive investigation. A huge amount of data, accumulated over the years, have provided solid evidence that two pyridinium-ring-containing amino acid isoforms, desmosine and isodesmosine (usually referred to as desmosines), unique to mature elastin in humans, are representative of the elastin breakdown occurring in chronic destructive disorders, such as COPD. This paper is aimed at providing a critical review of the methodological steps that have marked the progress in the detection of desmosines in biological fluids in health and disease, as well as the progress in the authors knowledge of desmosines' role in the pathophysiology of COPD. The authors have tried to emphasize that the suitability of desmosine as a biomarker for COPD increased over the years, as the techniques developed for its detection became progressively more sophisticated and precise. The authors conclude that desmosines, although not yet definitely proven, have nevertheless all the requisites to become a critical COPD biomarker.
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Affiliation(s)
- Paolo Iadarola
- Department of Biology and Biotechnologies, University of Pavia, 27100 Pavia, Italy
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