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Choe J, Hwang HJ, Lee SM, Yoon J, Kim N, Seo JB. CT Quantification of Interstitial Lung Abnormality and Interstitial Lung Disease: From Technical Challenges to Future Directions. Invest Radiol 2024:00004424-990000000-00233. [PMID: 39008898 DOI: 10.1097/rli.0000000000001103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
ABSTRACT Interstitial lung disease (ILD) encompasses a variety of lung disorders with varying degrees of inflammation or fibrosis, requiring a combination of clinical, imaging, and pathologic data for evaluation. Imaging is essential for the noninvasive diagnosis of the disease, as well as for assessing disease severity, monitoring its progression, and evaluating treatment response. However, traditional visual assessments of ILD with computed tomography (CT) suffer from reader variability. Automated quantitative CT offers a more objective approach by using computer-based analysis to consistently evaluate and measure ILD. Advancements in technology have significantly improved the accuracy and reliability of these measurements. Recently, interstitial lung abnormalities (ILAs), which represent potential preclinical ILD incidentally found on CT scans and are characterized by abnormalities in over 5% of any lung zone, have gained attention and clinical importance. The challenge lies in the accurate and consistent identification of ILA, given that its definition relies on a subjective threshold, making quantitative tools crucial for precise ILA evaluation. This review highlights the state of CT quantification of ILD and ILA, addressing clinical and research disparities while emphasizing how machine learning or deep learning in quantitative imaging can improve diagnosis and management by providing more accurate assessments, and finally, suggests the future directions of quantitative CT in this area.
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Affiliation(s)
- Jooae Choe
- From the Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, South Korea (J.C., H.J.H., S.M.L., J.Y., N.K., J.B.S.); and Department of Convergence Medicine, Biomedical Engineering Research Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, South Korea (J.Y. and N.K.)
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Shiraishi Y, Tanabe N, Sakamoto R, Maetani T, Kaji S, Shima H, Terada S, Terada K, Ikezoe K, Tanizawa K, Oguma T, Handa T, Sato S, Muro S, Hirai T. Longitudinal assessment of interstitial lung abnormalities on CT in patients with COPD using artificial intelligence-based segmentation: a prospective observational study. BMC Pulm Med 2024; 24:200. [PMID: 38654252 PMCID: PMC11036664 DOI: 10.1186/s12890-024-03002-z] [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: 12/18/2023] [Accepted: 04/09/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Interstitial lung abnormalities (ILAs) on CT may affect the clinical outcomes in patients with chronic obstructive pulmonary disease (COPD), but their quantification remains unestablished. This study examined whether artificial intelligence (AI)-based segmentation could be applied to identify ILAs using two COPD cohorts. METHODS ILAs were diagnosed visually based on the Fleischner Society definition. Using an AI-based method, ground-glass opacities, reticulations, and honeycombing were segmented, and their volumes were summed to obtain the percentage ratio of interstitial lung disease-associated volume to total lung volume (ILDvol%). The optimal ILDvol% threshold for ILA detection was determined in cross-sectional data of the discovery and validation cohorts. The 5-year longitudinal changes in ILDvol% were calculated in discovery cohort patients who underwent baseline and follow-up CT scans. RESULTS ILAs were found in 32 (14%) and 15 (10%) patients with COPD in the discovery (n = 234) and validation (n = 153) cohorts, respectively. ILDvol% was higher in patients with ILAs than in those without ILA in both cohorts. The optimal ILDvol% threshold in the discovery cohort was 1.203%, and good sensitivity and specificity (93.3% and 76.3%) were confirmed in the validation cohort. 124 patients took follow-up CT scan during 5 ± 1 years. 8 out of 124 patients (7%) developed ILAs. In a multivariable model, an increase in ILDvol% was associated with ILA development after adjusting for age, sex, BMI, and smoking exposure. CONCLUSION AI-based CT quantification of ILDvol% may be a reproducible method for identifying and monitoring ILAs in patients with COPD.
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Affiliation(s)
- Yusuke Shiraishi
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Naoya Tanabe
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, 606-8507, Kyoto, Kyoto, Japan.
| | - Ryo Sakamoto
- Department of Diagnostic Imaging and Nuclear Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Tomoki Maetani
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shizuo Kaji
- Institute of Mathematics for Industry, Kyusyu University, Fukuoka, Japan
| | - Hiroshi Shima
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Satoru Terada
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Respiratory Medicine and General Practice, Terada Clinic, Himeji, Hyogo, Japan
| | - Kunihiko Terada
- Respiratory Medicine and General Practice, Terada Clinic, Himeji, Hyogo, Japan
| | - Kohei Ikezoe
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kiminobu Tanizawa
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Tsuyoshi Oguma
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Respiratory Medicine, Kyoto City Hospital, Kyoto, Japan
| | - Tomohiro Handa
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Advanced Medicine for Respiratory Failure, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Susumu Sato
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shigeo Muro
- Department of Respiratory Medicine, Nara Medical University, Kashihara, Nara, Japan
| | - Toyohiro Hirai
- Department of Respiratory Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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Ji Y, Chen L, Yang J, Yang X, Yang F. Quantitative assessment of airway wall thickness in COPD patients with interstitial lung abnormalities. Front Med (Lausanne) 2023; 10:1280651. [PMID: 38146423 PMCID: PMC10749311 DOI: 10.3389/fmed.2023.1280651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/24/2023] [Indexed: 12/27/2023] Open
Abstract
Background Whether the airway is involved in the pathogenesis of interstitial lung abnormalities (ILA) is not well understood. Also the impact of ILA on lung function in COPD patients remains controversial. We aimed to assess the quantitative CT measurements of airway wall thickness (AWT) and lung function according to ILA status in COPD patients. Methods 157 COPD patients discharged from our hospital from August 1, 2019 through August 31, 2022 who underwent chest CT imagings and pulmonary function tests were retrospectively enrolled. Linear regression analysis and multiple models were used to analyze associations between quantitative assessment of airway wall changes and the presence of ILA. Results In 157 COPD patients, 23 patients (14.6%) had equivocal ILA, 42 patients (26.8%) had definite ILA. The definite ILA group had the highest measurements of Pi10 (square root of theoretical airway wall area with a lumen perimeter of 10 mm), segmental AWT and segmental WA% (percentage of wall area), whereas the no ILA group had the lowest measurements of Pi10, segmental AWT and segmental WA%. In the adjusted analyses (adjusted by age, sex, body mass index, smoking intensity, COPD GOLD stage, lung function, slice thickness and scanner type), compared to COPD patients without ILA, the measurements of Pi10, segmental AWT and segmental WA% were higher in definite ILA group with differences of 0.225 mm (p = 0.012), 0.152 mm (p < 0.001), 4.8% (p < 0.001) respectively. COPD patients with definite ILA tended to have higher FEV1% predicted, FVC% predicted and lower MMEF75/25% predicted, but there were no statistically differences among the three groups. Conclusion Our study demonstrates the higher AWT measures in COPD patients with ILA compared to the patients without ILA. These findings suggest that the airway may be involved in the pathogenesis of ILA.
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Affiliation(s)
- Yingying Ji
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Leqing Chen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Jinrong Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Xiangying Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Fan Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
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Verleden SE, Vanstapel A, Jacob J, Goos T, Hendriks J, Ceulemans LJ, Van Raemdonck DE, De Sadeleer L, Vos R, Kwakkel-van Erp JM, Neyrinck AP, Verleden GM, Boone MN, Janssens W, Wauters E, Weynand B, Jonigk DD, Verschakelen J, Wuyts WA. Radiologic and Histologic Correlates of Early Interstitial Lung Changes in Explanted Lungs. Radiology 2023; 307:e221145. [PMID: 36537894 PMCID: PMC7614383 DOI: 10.1148/radiol.221145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 10/13/2022] [Accepted: 11/04/2022] [Indexed: 12/24/2022]
Abstract
Background Interstitial lung abnormalities (ILAs) reflect imaging features on lung CT scans that are compatible with (early) interstitial lung disease. Despite accumulating evidence regarding the incidence, risk factors, and prognosis of ILAs, the histopathologic correlates of ILAs remain elusive. Purpose To determine the correlation between radiologic and histopathologic findings in CT-defined ILAs in human lung explants. Materials and Methods Explanted lungs or lobes from participants with radiologically documented ILAs were prospectively collected from 2010 to 2021. These specimens were air-inflated, frozen, and scanned with CT and micro-CT (spatial resolution of 0.7 mm and 90 μm, respectively). Subsequently, the lungs were cut and sampled with core biopsies. At least five samples per lung underwent micro-CT and subsequent histopathologic assessment with semiquantitative remodeling scorings. Based on area-specific radiologic scoring, the association between radiologic and histopathologic findings was assessed. Results Eight lung explants from six donors (median age at explantation, 71 years [range, 60-83 years]; four men) were included (unused donor lungs, n = 4; pre-emptive lobectomy for oncologic indications, n = 2). Ex vivo CT demonstrated ground-glass opacification, reticulation, and bronchiectasis. Micro-CT and histopathologic examination demonstrated that lung abnormalities were frequently paraseptal and associated with fibrosis and lymphocytic inflammation. The histopathologic results showed varying degrees of fibrosis in areas that appeared normal on CT scans. Regions of reticulation on CT scans generally had greater fibrosis at histopathologic analysis. Vasculopathy and bronchiectasis were also often present at histopathologic examination of lungs with ILAs. Fully developed fibroblastic foci were rarely observed. Conclusion This study demonstrated direct histologic correlates of CT-defined interstitial lung abnormalities. © RSNA, 2022 Supplemental material is available for this article. See also the editorial by Jeudy in this issue.
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Affiliation(s)
- Stijn E. Verleden
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Arno Vanstapel
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Joseph Jacob
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Tinne Goos
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Jeroen Hendriks
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Laurens J. Ceulemans
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Dirk E. Van Raemdonck
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Laurens De Sadeleer
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Robin Vos
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Johanna M. Kwakkel-van Erp
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Arne P. Neyrinck
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Geert M. Verleden
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Matthieu N. Boone
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Wim Janssens
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Els Wauters
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Birgit Weynand
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Danny D. Jonigk
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Johny Verschakelen
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
| | - Wim A. Wuyts
- From the Department of Chronic Diseases and Metabolism, BREATHE
(S.E.V., A.V., T.G., L.J.C., D.E.V.R., L.D.S., R.V., G.M.V., W.J., E.W.,
W.A.W.), Department of Cardiovascular Sciences (A.P.N.), and Department of
Imaging and Pathology (B.W., J.V.), KU Leuven, Herestraat 49, 3000 Leuven,
Belgium; Department of ASTARC, University of Antwerp, Antwerp, Belgium (S.E.V.,
J.H.); Department of Respiratory Medicine (S.E.V., J.M.K.v.E.) and Department of
Thoracic and Vascular Surgery (S.E.V., J.H.), University Hospital Antwerp,
Antwerp, Belgium; Department of Respiratory Medicine (J.J.) and Centre for
Medical Image Computing (J.J.), University College London, London, UK;
Department of Thoracic Surgery, University Hospital Leuven, Leuven, Belgium
(L.J.C., D.E.V.R.); Department of Physics and Astronomy, Ghent University,
Ghent, Belgium (M.N.B.); Institute of Pathology, Hannover Medical School,
Hannover, Germany (D.D.J.); and Biomedical Research in Endstage and Obstructive
Lung Disease Hannover (BREATH), Member of the German Center for Lung Research
(DZL), Hannover, Germany (D.D.J.)
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5
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Asghar S, Monkley S, Smith DJF, Hewitt RJ, Grime K, Murray LA, Overed-Sayer CL, Molyneaux PL. Epithelial senescence in idiopathic pulmonary fibrosis is propagated by small extracellular vesicles. Respir Res 2023; 24:51. [PMID: 36788603 PMCID: PMC9930250 DOI: 10.1186/s12931-023-02333-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/18/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND Idiopathic pulmonary fibrosis (IPF) is a chronic lung disease that affects 3 million people worldwide. Senescence and small extracellular vesicles (sEVs) have been implicated in the pathogenesis of IPF, although how sEVs promote disease remains unclear. Here, we profile sEVs from bronchial epithelial cells and determine small RNA (smRNA) content. METHODS Conditioned media was collected and sEVs were isolated from normal human bronchial epithelial cells (NHBEs) and IPF-diseased human bronchial epithelial cells (DHBEs). RESULTS Increased sEV release from DHBEs compared to NHBEs (n = 4; p < 0.05) was detected by nanoparticle tracking analysis. NHBEs co-cultured with DHBE-derived sEVs for 72 h expressed higher levels of SA-β-Gal and γH2AX protein, p16 and p21 RNA and increased secretion of IL6 and IL8 proteins (all n = 6-8; p < 0.05). sEVs were also co-cultured with healthy air-liquid interface (ALI) cultures and similar results were observed, with increases in p21 and p16 gene expression and IL6 and IL8 (basal and apical) secretion (n = 6; p < 0.05). Transepithelial electrical resistance (TEER) measurements, a reflection of epithelial barrier integrity, were decreased upon the addition of DHBE-derived sEVs (n = 6; p < 0.05). smRNA-sequencing identified nineteen significantly differentially expressed miRNA in DHBE-derived sEVs compared to NHBE-derived sEVs, with candidate miRNAs validated by qPCR (all n = 5; p < 0.05). Four of these miRNAs were upregulated in NHBEs co-cultured with DHBE-derived sEVs and three in healthy ALI cultures co-cultured with DHBE-derived sEVs (n = 3-4; p < 0.05). CONCLUSIONS This data demonstrates that DHBE-derived sEVs transfer senescence to neighbouring healthy cells, promoting the disease state in IPF.
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Affiliation(s)
- Sabha Asghar
- Bioscience COPD/IPF, Research & Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.
| | - Susan Monkley
- grid.418151.80000 0001 1519 6403Translational Sciences & Experimental Medicine, Research & Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - David J. F. Smith
- grid.7445.20000 0001 2113 8111National Heart & Lung Institute, Imperial College London, London, UK ,grid.420545.20000 0004 0489 3985Royal Brompton & Harefield Hospitals, Guy’s & St Thomas’ NHS Foundation Trust, London, UK
| | - Richard J. Hewitt
- grid.7445.20000 0001 2113 8111National Heart & Lung Institute, Imperial College London, London, UK ,grid.420545.20000 0004 0489 3985Royal Brompton & Harefield Hospitals, Guy’s & St Thomas’ NHS Foundation Trust, London, UK
| | - Ken Grime
- grid.418151.80000 0001 1519 6403Bioscience COPD/IPF, Research & Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Lynne A. Murray
- grid.417815.e0000 0004 5929 4381Bioscience COPD/IPF, Research & Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Catherine L. Overed-Sayer
- grid.417815.e0000 0004 5929 4381Bioscience COPD/IPF, Research & Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Philip L. Molyneaux
- grid.7445.20000 0001 2113 8111National Heart & Lung Institute, Imperial College London, London, UK ,grid.420545.20000 0004 0489 3985Royal Brompton & Harefield Hospitals, Guy’s & St Thomas’ NHS Foundation Trust, London, UK
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6
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Vasilescu DM, Ikezoe K, Ryerson CJ, Hogg JC, Hackett TL. Reply to: Small Airways in Pulmonary Fibrosis: Revisiting an Old Question with New Tools. Am J Respir Crit Care Med 2022; 206:517. [PMID: 35549837 DOI: 10.1164/rccm.202203-0502le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Dragoş M Vasilescu
- The University of British Columbia, 8166, Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada.,The University of British Columbia, 8166, Pathology and Laboratory Medicine, Vancouver, British Columbia, Canada;
| | - Kohei Ikezoe
- Graduate School of Medicine, Kyoto University, Department of Respiratory Medicine, Kyoto, Japan.,The University of British Columbia, 8166, Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - Christopher J Ryerson
- The University of British Columbia, 8166, Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada.,The University of British Columbia, 8166, Medicine, Vancouver, British Columbia, Canada
| | - James C Hogg
- The University of British Columbia, 8166, Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada
| | - Tillie-Louise Hackett
- The University of British Columbia, 8166, Centre for Heart Lung Innovation, Vancouver, British Columbia, Canada.,The University of British Columbia, 8166, Anesthesiology, Pharmacology and Therapeutics, Vancouver, British Columbia, Canada
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7
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Cottin V. Small Airways in Pulmonary Fibrosis: Revisiting an Old Question with New Tools. Am J Respir Crit Care Med 2022; 206:516-517. [PMID: 35549841 DOI: 10.1164/rccm.202202-0350le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Vincent Cottin
- Hospices Civils de Lyon, 26900, Reference Center for Rare Pulmonary Diseases (OrphaLung), Department of Respiratory Medicine, Louis Pradel Hospital, Lyon, France.,University Claude Bernard Lyon 1, 27098, INRAE, Lyon, France;
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8
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Li YZ, Jin GY, Chae KJ, Han YM. Quantitative Assessment of Airway Changes in Fibrotic Interstitial Lung Abnormality Patients by Chest CT According to Cumulative Cigarette Smoking. Tomography 2022; 8:1024-1032. [PMID: 35448716 PMCID: PMC9032598 DOI: 10.3390/tomography8020082] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 03/20/2022] [Accepted: 03/31/2022] [Indexed: 11/16/2022] Open
Abstract
Purpose: The aim of this study was to evaluate the role of Pi10 in patients with fibrotic interstitial lung abnormality (fibrotic ILA) in a chest CT, according to cumulative cigarette smoking. Methods: We retrospectively assessed 54 fibrotic ILA patients and 18 healthy non-smokers (control) who underwent non-enhanced CT and pulmonary function tests. We quantitatively analyzed airway changes (the inner luminal area, airway inner parameter, airway wall thickness, Pi10, skewness, and kurtosis) in the chest CT of fibrotic ILA patients, and the fibrotic ILA patients were categorized into groups based on pack-years: light, moderate, heavy. Airway change data and pulmonary function tests among the three groups of fibrotic ILA patients were compared with those of the control group by one-way ANOVA. Results: Mean skewness (2.58 ± 0.36) and kurtosis (7.64 ± 2.36) in the control group were significantly different from those of the fibrotic ILA patients (1.89 ± 0.37 and 3.62 ± 1.70, respectively, p < 0.001). In fibrotic ILA group, only heavy smokers had significantly increased Pi10 (mean increase 0.04, p = 0.013), increased airway wall thickness of the segmental bronchi (mean increase 0.06 mm, p = 0.005), and decreased lung diffusing capacity for carbon monoxide (p = 0.023). Conclusion: Pi10, as a biomaker of quantitative CT in fibrotic ILA patients, can reveal that smoking affects airway remodeling.
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Affiliation(s)
- Yuan Zhe Li
- Department of Radiology, Jeonbuk National University Medical School, Jeonju 54896, Korea; (Y.Z.L.); (K.J.C.); (Y.M.H.)
| | - Gong Yong Jin
- Department of Radiology, Jeonbuk National University Medical School, Jeonju 54896, Korea; (Y.Z.L.); (K.J.C.); (Y.M.H.)
- Research Institute of Clinical Medicine, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University Medical School, Institute of Medical Science, Jeonju 54970, Korea
- Correspondence: ; Tel.: +82-063-250-2307
| | - Kum Ju Chae
- Department of Radiology, Jeonbuk National University Medical School, Jeonju 54896, Korea; (Y.Z.L.); (K.J.C.); (Y.M.H.)
- Research Institute of Clinical Medicine, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University Medical School, Institute of Medical Science, Jeonju 54970, Korea
| | - Young Min Han
- Department of Radiology, Jeonbuk National University Medical School, Jeonju 54896, Korea; (Y.Z.L.); (K.J.C.); (Y.M.H.)
- Research Institute of Clinical Medicine, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University Medical School, Institute of Medical Science, Jeonju 54970, Korea
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9
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Chakraborty A, Mastalerz M, Ansari M, Schiller HB, Staab-Weijnitz CA. Emerging Roles of Airway Epithelial Cells in Idiopathic Pulmonary Fibrosis. Cells 2022; 11:cells11061050. [PMID: 35326501 PMCID: PMC8947093 DOI: 10.3390/cells11061050] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 12/24/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a fatal disease with incompletely understood aetiology and limited treatment options. Traditionally, IPF was believed to be mainly caused by repetitive injuries to the alveolar epithelium. Several recent lines of evidence, however, suggest that IPF equally involves an aberrant airway epithelial response, which contributes significantly to disease development and progression. In this review, based on recent clinical, high-resolution imaging, genetic, and single-cell RNA sequencing data, we summarize alterations in airway structure, function, and cell type composition in IPF. We furthermore give a comprehensive overview on the genetic and mechanistic evidence pointing towards an essential role of airway epithelial cells in IPF pathogenesis and describe potentially implicated aberrant epithelial signalling pathways and regulation mechanisms in this context. The collected evidence argues for the investigation of possible therapeutic avenues targeting these processes, which thus represent important future directions of research.
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10
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Klont F, Horvatovich P, Bowler RP, van Rikxoort E, Charbonnier JP, Kwiatkowski M, Lynch DA, Humphries S, Bischoff R, Ten Hacken NHT, Pouwels SD. Plasma sRAGE levels strongly associate with centrilobular emphysema assessed by HRCT scans. Respir Res 2022; 23:15. [PMID: 35073932 PMCID: PMC8785488 DOI: 10.1186/s12931-022-01934-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 01/18/2022] [Indexed: 01/01/2023] Open
Abstract
Background There is a strong need for biomarkers to better characterize individuals with COPD and to take into account the heterogeneity of COPD. The blood protein sRAGE has been put forward as promising biomarker for COPD in general and emphysema in particular. Here, we measured plasma sRAGE levels using quantitative LC–MS and assessed whether the plasma sRAGE levels associate with (changes in) lung function, radiological emphysema parameters, and radiological subtypes of emphysema. Methods Three hundred and twenty-four COPD patients (mean FEV1: 63%predicted) and 185 healthy controls from the COPDGene study were selected. Plasma sRAGE was measured by immunoprecipitation in 96-well plate methodology to enrich sRAGE, followed by targeted quantitative liquid chromatography-mass spectrometry. Spirometry and HRCT scans (inspiration and expiration) with a 5-year follow-up were used; both subjected to high quality control standards. Results Lower sRAGE values significantly associated with the presence of COPD, the severity of airflow obstruction, the severity of emphysema on HRCT, the heterogeneous distribution of emphysema, centrilobular emphysema, and 5-year progression of emphysema. However, sRAGE values did not associate with airway wall thickness or paraseptal emphysema. Conclusions Rather than being a general COPD biomarker, sRAGE is especially a promising biomarker for centrilobular emphysema. Follow-up studies should elucidate whether sRAGE can be used as a biomarker for other COPD phenotypes as well.
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Affiliation(s)
- Frank Klont
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, Groningen, The Netherlands
| | - Peter Horvatovich
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, Groningen, The Netherlands
| | | | - Eva van Rikxoort
- Thirona, Nijmegen, The Netherlands.,Diagnostic Image Analysis Group, Department of Radiology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
| | | | - Marcel Kwiatkowski
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, Groningen, The Netherlands
| | - David A Lynch
- Department of Radiology, National Jewish Health, 1400 Jackson St, Denver, CO, 80206, USA
| | - Stephen Humphries
- Department of Radiology, National Jewish Health, 1400 Jackson St, Denver, CO, 80206, USA
| | - Rainer Bischoff
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, Groningen, The Netherlands
| | - Nick H T Ten Hacken
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, Groningen, The Netherlands.,Department of Pulmonary Diseases, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Simon D Pouwels
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands. .,Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, Groningen, The Netherlands. .,Department of Pulmonary Diseases, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands. .,Department of Pathology and Medical Biology, University Medical Center Groningen, Groningen, The Netherlands.
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11
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Axelsson GT, Gudmundsson G. Interstitial lung abnormalities - current knowledge and future directions. Eur Clin Respir J 2021; 8:1994178. [PMID: 34745461 PMCID: PMC8567914 DOI: 10.1080/20018525.2021.1994178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Efforts to grasp the significance of radiologic changes similar to interstitial lung disease (ILD) in undiagnosed individuals have intensified in the recent decade. The term interstitial lung abnormalities (ILA) is an emerging definition of such changes, defined by visual examination of computed tomography scans. Substantial insights have been made in the origins and clinical consequences of these changes, as well as automated measures of early lung fibrosis, which will likely lead to increased recognition of early fibrotic lung changes among clinicians and researchers alike. Interstitial lung abnormalities have an estimated prevalence of 7–10% in elderly populations. They correlate with many ILD risk factors, both epidemiologic and genetic. Additionally, histopathological similarities with IPF exist in those with ILA. While no established blood biomarker of ILA exists, several have been suggested. Distinct imaging patterns indicating advanced fibrosis correlate with worse clinical outcomes. ILA are also linked with adverse clinical outcomes such as increased mortality and risk of lung cancer. Progression of ILA has been noted in a significant portion of those with ILA and is associated with many of the same features as ILD, including advanced fibrosis. Those with ILA progression are at risk of accelerated FVC decline and increased mortality. Radiologic changes resembling ILD have also been attained by automated measures. Such measures associate with some, but not all the same factors as ILA. ILA and similar radiologic changes are in many ways analogous to ILD and likely represent a precursor of ILD in some cases. While warranting an evaluation for ILD, they are associated with poor clinical outcomes beyond possible ILD development and thus are by themselves a significant finding. Among the present objectives of this field are the stratification of patients with regards to progression and the discovery of biomarkers with predictive value for clinical outcomes.
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Affiliation(s)
- Gisli Thor Axelsson
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland.,Icelandic Heart Association, Kopavogur, Iceland
| | - Gunnar Gudmundsson
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland.,Department of Respiratory Medicine and Sleep, Landspitali University Hospital, Reykjavik, Iceland
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12
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Menon AA, Putman RK, Sanders JL, Hino T, Hata A, Nishino M, Ghosh AJ, Ash SY, Rosas IO, Cho MH, Lynch DA, Washko GR, Silverman EK, Hatabu H, Hunninghake GM. Interstitial Lung Abnormalities, Emphysema and Spirometry in Smokers. Chest 2021; 161:999-1010. [PMID: 34742688 DOI: 10.1016/j.chest.2021.10.034] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/04/2021] [Accepted: 10/22/2021] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Most pulmonary conditions reduce forced vital capacity (FVC), but studies of patients with combined pulmonary fibrosis and emphysema demonstrate that reductions in FVC are less than expected when these two conditions coexist clinically. RESEARCH QUESTION Do interstitial lung abnormalities (ILA), chest computed tomography (CT) imaging findings that may suggest an early stage of pulmonary fibrosis in undiagnosed individuals, affect the association between emphysema and FVC? STUDY DESIGN AND METHODS Measures of ILA and emphysema were available in 9579 and 5277 participants from phases 1 (2007-2011) and 2 (2012-2016) of COPDGene, respectively. ILA were defined by Fleischner Society guidelines. Adjusted linear regression models were used to assess the associations and interactions between ILA, emphysema, measures of spirometry and lung function. RESULTS ILA were present in 528 (6%), and 580 (11%), of participants in phases 1 and 2 of COPDGene, respectively. ILA modified the association between emphysema and FVC (P<0.0001 for interaction) in both phases. In phase 1, in those without ILA, a 5% increase in emphysema was associated with a reduction in FVC (-110 cc, 95% confidence interval [CI] -121, -100; P<0.0001) however, in those with ILA it was not (-11cc, 95% CI -53,31; P=0.59). In contrast, there was no interaction between ILA and emphysema on total lung capacity (TLC) nor on diffusing capacity of carbon monoxide (DLCO). INTERPRETATION The presence of ILA attenuates the reduction in FVC associated with emphysema.
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Affiliation(s)
- Aravind A Menon
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston MA
| | - Rachel K Putman
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston MA
| | - Jason L Sanders
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston MA
| | - Takuya Hino
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Akinori Hata
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Radiology, Osaka University, Osaka, Japan
| | - Mizuki Nishino
- Department of Radiology, Brigham and Women's Hospital, Boston, MA
| | - Auyon J Ghosh
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA
| | - Samuel Y Ash
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston MA
| | - Ivan O Rosas
- Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX
| | - Michael H Cho
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA
| | - David A Lynch
- Department of Radiology, National Jewish Health, and University of Colorado at Denver Health Sciences Center, Denver, CO
| | - George R Washko
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston MA
| | - Edwin K Silverman
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA
| | - Hiroto Hatabu
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Gary M Hunninghake
- Pulmonary and Critical Care Division, Brigham and Women's Hospital, Harvard Medical School, Boston MA.
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13
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Ikezoe K, Hackett TL, Peterson S, Prins D, Hague CJ, Murphy D, LeDoux S, Chu F, Xu F, Cooper JD, Tanabe N, Ryerson CJ, Paré PD, Coxson HO, Colby TV, Hogg JC, Vasilescu DM. Small Airway Reduction and Fibrosis is an Early Pathologic Feature of Idiopathic Pulmonary Fibrosis. Am J Respir Crit Care Med 2021; 204:1048-1059. [PMID: 34343057 DOI: 10.1164/rccm.202103-0585oc] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE To improve disease outcomes in idiopathic pulmonary fibrosis (IPF) it is essential to understand its early pathophysiology so that it can be targeted therapeutically. OBJECTIVES Perform three-dimensional (3D) assessment of the IPF lung micro-structure using stereology and multi-resolution computed tomography (CT) imaging. METHODS Explanted lungs from IPF patients (n=8) and donor controls (n=8) were inflated with air and frozen. CT scans were used to assess large airways. Unbiased, systematic uniform random (SUR) samples (n=8/lung) were scanned with microCT for stereological assessment of small airways (number, airway wall and lumen area) and parenchymal fibrosis (volume fraction of tissue, alveolar surface area, and septal wall thickness). RESULTS The total number of airways on clinical CT was greater in IPF lungs than control lungs (p<0.01), due to an increase in the wall (p<0.05) and lumen area (p<0.05) resulting in more visible airways with a lumen larger than 2 mm. In IPF tissue samples without microscopic fibrosis, assessed by the volume fraction of tissue using microCT, there was a reduction in the number of the terminal (p<0.01) and transitional (p<0.001) bronchioles, and an increase in terminal bronchiole wall area (p<0.001) compared to control lungs. In IPF tissue samples with microscopic parenchymal fibrosis, terminal bronchioles had increased airway wall thickness (p<0.05), and dilated airway lumens (p<0.001) leading to honeycomb cyst formations. CONCLUSION This study has important implications for the current thinking on how the lung tissue is remodeled in IPF, and highlights small airways as a potential target to modify IPF outcomes.
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Affiliation(s)
- Kohei Ikezoe
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Tillie-Louise Hackett
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | | | - Dante Prins
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Cameron J Hague
- The University of British Columbia Department of Radiology, 478400, Vancouver, British Columbia, Canada
| | - Darra Murphy
- The University of British Columbia Department of Radiology, 478400, Vancouver, British Columbia, Canada
| | - Stacey LeDoux
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Fanny Chu
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Feng Xu
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Pathology and Lab Medicine, Vancouver, British Columbia, Canada
| | - Joel D Cooper
- University of Pennsylvania, 6572, Thoracic surgery, Philadelphia, Pennsylvania, United States
| | - Naoya Tanabe
- Kyoto University Graduate School of Medicine Department of Respiratory Medicine, 215651, Kyoto, Japan
| | - Christopher J Ryerson
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Medicine, Vancouver, British Columbia, Canada
| | - Peter D Paré
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Harvey O Coxson
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Thomas V Colby
- Mayo Clinic Department of Laboratory Medicine and Pathology, 195112, Rochester, Minnesota, United States
| | - James C Hogg
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada
| | - Dragoş M Vasilescu
- The University of British Columbia Centre for Heart Lung Innovation, 539747, Vancouver, British Columbia, Canada;
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14
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Imaging the pulmonary extracellular matrix. CURRENT OPINION IN PHYSIOLOGY 2021. [DOI: 10.1016/j.cophys.2021.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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15
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Kant TA, Newe M, Winter L, Hoffmann M, Kämmerer S, Klapproth E, Künzel K, Kühnel MP, Neubert L, El-Armouche A, Künzel SR. Genetic Deletion of Polo-Like Kinase 2 Induces a Pro-Fibrotic Pulmonary Phenotype. Cells 2021; 10:617. [PMID: 33799608 PMCID: PMC8001503 DOI: 10.3390/cells10030617] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 03/04/2021] [Accepted: 03/09/2021] [Indexed: 02/07/2023] Open
Abstract
Pulmonary fibrosis is the chronic-progressive replacement of healthy lung tissue by extracellular matrix, leading to the destruction of the alveolar architecture and ultimately death. Due to limited pathophysiological knowledge, causal therapies are still missing and consequently the prognosis is poor. Thus, there is an urgent clinical need for models to derive effective therapies. Polo-like kinase 2 (PLK2) is an emerging regulator of fibroblast function and fibrosis. We found a significant downregulation of PLK2 in four different entities of human pulmonary fibrosis. Therefore, we characterized the pulmonary phenotype of PLK2 knockout (KO) mice. Isolated pulmonary PLK2 KO fibroblasts displayed a pronounced myofibroblast phenotype reflected by increased expression of αSMA, reduced proliferation rates and enhanced ERK1/2 and SMAD2/3 phosphorylation. In PLK2 KO, the expression of the fibrotic cytokines osteopontin and IL18 was elevated compared to controls. Histological analysis of PLK2 KO lungs revealed early stage remodeling in terms of alveolar wall thickening, increased alveolar collagen deposition and myofibroblast foci. Our results prompt further investigation of PLK2 function in pulmonary fibrosis and suggest that the PLK2 KO model displays a genetic predisposition towards pulmonary fibrosis, which could be leveraged in future research on this topic.
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Affiliation(s)
- Theresa A. Kant
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Manja Newe
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Luise Winter
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Maximilian Hoffmann
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Susanne Kämmerer
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Erik Klapproth
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Karolina Künzel
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Mark P. Kühnel
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany; (M.P.K.); (L.N.)
| | - Lavinia Neubert
- Institute of Pathology, Hannover Medical School, 30625 Hannover, Germany; (M.P.K.); (L.N.)
| | - Ali El-Armouche
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
| | - Stephan R. Künzel
- Institute of Pharmacology and Toxicology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (T.A.K.); (M.N.); (L.W.); (M.H.); (S.K.); (E.K.); (K.K.)
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16
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Suki B, Herrmann J, Bates JHT. An Analytic Model of Tissue Self-Healing and Its Network Implementation: Application to Fibrosis and Aging. Front Physiol 2020; 11:583024. [PMID: 33250776 PMCID: PMC7673435 DOI: 10.3389/fphys.2020.583024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 09/28/2020] [Indexed: 11/16/2022] Open
Abstract
Here we present a model capable of self-healing and explore its ability to resolve pathological alterations in biological tissue. We derive a simple analytic model consisting of an agent representing a cell that exhibits anabolic or catabolic activity, and which interacts with its tissue substrate according to tissue stiffness. When perturbed, this system returns toward a stable fixed point, a process corresponding to self-healing. We implemented this agent-substrate mechanism numerically on a hexagonal elastic network representing biological tissue. Agents, representing fibroblasts, were placed on the network and allowed to migrate around while they remodeled the network elements according to their activity which was determined by the stiffnesses of network elements that each agent encountered during its random walk. Initial injury to the network was simulated by increasing the stiffness of a single central network element above baseline. This system also exhibits a fixed point represented by the uniform baseline state. During the approach to the fixed point, interactions between the agents and the network create a transient spatially extended halo of stiffer network elements around the site of initial injury, which aids in overall injury repair. Non-equilibrium constraints generated by persistent injury prohibit the network to return to baseline and results in progressive stiffening, mimicking the development of fibrosis. Additionally, reducing anabolic or catabolic rates delay self-healing, reminiscent of aging. Our model thus embodies what may be the simplest set of attributes required of a spatiotemporal self-healing system, and so may help understand altered self-healing in chronic fibrotic diseases and aging.
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Affiliation(s)
- Béla Suki
- Department of Biomedical Engineering, Boston University, Boston, MA, United States
| | - Jacob Herrmann
- Department of Biomedical Engineering, Boston University, Boston, MA, United States
| | - Jason H T Bates
- Department of Medicine, The University of Vermont, Burlington, VT, United States
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17
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Montesi SB, Fisher JH, Martinez FJ, Selman M, Pardo A, Johannson KA. Update in Interstitial Lung Disease 2019. Am J Respir Crit Care Med 2020; 202:500-507. [PMID: 32412784 DOI: 10.1164/rccm.202002-0360up] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Affiliation(s)
- Sydney B Montesi
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Jolene H Fisher
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Moisés Selman
- Instituto Nacional de Enfermedades Respiratorias, Ismael Cosío Villegas, Mexico City, Mexico
| | - Annie Pardo
- Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico; and
| | - Kerri A Johannson
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
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18
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Araki T, Washko GR, Schiebler ML, O'Connor GT, Hatabu H. The Framingham Heart Study: Populational CT-based phenotyping in the lungs and mediastinum. Eur J Radiol Open 2020; 7:100260. [PMID: 32984450 PMCID: PMC7495061 DOI: 10.1016/j.ejro.2020.100260] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 08/24/2020] [Indexed: 01/22/2023] Open
Abstract
The Framingham Heart Study (FHS) is one of the largest and established longitudinal populational cohorts. CT cohorts of the FHS since 2002 provided a unique opportunity to assess non-cardiac thoracic imaging findings. This review deals with image-based phenotyping studies from recent major publications regarding interstitial lung abnormalities (ILAs), pulmonary cysts, emphysema, pulmonary nodules, pleural plaques, normal spectrum of the thymus, and anterior mediastinal masses, concluding with the discussion of future directions of FHS CT cohorts studies in the era of radiomics and artificial intelligence.
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Affiliation(s)
- Tetsuro Araki
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - George R Washko
- Department of Pulmonology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Mark L Schiebler
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | | | - Hiroto Hatabu
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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19
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Hida T, Nishino M, Hino T, Lu J, Putman RK, Gudmundsson EF, Araki T, Valtchinov VI, Honda O, Yanagawa M, Yamada Y, Hata A, Jinzaki M, Tomiyama N, Honda H, Estepar RSJ, Washko GR, Johkoh T, Christiani DC, Lynch DA, Gudnason V, Gudmundsson G, Hunninghake GM, Hatabu H. Traction Bronchiectasis/Bronchiolectasis is Associated with Interstitial Lung Abnormality Mortality. Eur J Radiol 2020; 129:109073. [PMID: 32480316 DOI: 10.1016/j.ejrad.2020.109073] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 03/31/2020] [Accepted: 05/08/2020] [Indexed: 11/27/2022]
Abstract
PURPOSE To investigate if the presence and severity of traction bronchiectasis/bronchiolectasis are associated with poorer survival in subjects with ILA. METHOD The study included 3,594 subjects (378 subjects with ILA and 3,216 subjects without ILA) in AGES-Reykjavik Study. Chest CT scans of 378 subjects with ILA were evaluated for traction bronchiectasis/bronchiolectasis, defined as dilatation of bronchi/bronchioles within areas demonstrating ILA. Traction bronchiectasis/bronchiolectasis Index (TBI) was assigned as: TBI = 0, ILA without traction bronchiectasis/bronchiolectasis: TBI = 1, ILA with bronchiolectasis but without bronchiectasis or architectural distortion: TBI = 2, ILA with mild to moderate traction bronchiectasis: TBI = 3, ILA and severe traction bronchiectasis and/or honeycombing. Overall survival (OS) was compared among the subjects in different TBI groups and those without ILA. RESULTS The median OS was 12.93 years (95%CI; 12.67 - 13.43) in the subjects without ILA; 11.95 years (10.03 - not reached) in TBI-0 group; 8.52 years (7.57 - 9.30) in TBI-1 group; 7.63 years (6.09 - 9.10) in TBI-2 group; 5.40 years (1.85 - 5.98) in TBI-3 group. The multivariable Cox models demonstrated significantly shorter OS of TBI-1, TBI-2, and TBI-3 groups compared to subjects without ILA (P < 0.0001), whereas TBI-0 group had no significant OS difference compared to subjects without ILA, after adjusting for age, sex, and smoking status. CONCLUSIONS The presence and severity of traction bronchiectasis/bronchiolectasis are associated with shorter survival. The traction bronchiectasis/bronchiolectasis is an important contributor to increased mortality among subjects with ILA.
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Affiliation(s)
- Tomoyuki Hida
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA; Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, Fukuoka 8128582, Japan
| | - Mizuki Nishino
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Takuya Hino
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Junwei Lu
- Department of Biostatistics, Harvard TH Chan School of Public Health, 655 Huntington Avenue, Boston, MA 02115, USA
| | - Rachel K Putman
- Pulmonary and Critical Care Division, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Elias F Gudmundsson
- Icelandic Heart Association, Hjartavernd, Holtasmári 1, 201 Kópavogur, Iceland
| | - Tetsuro Araki
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Vladimir I Valtchinov
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Osamu Honda
- Department of Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 5650871, Japan
| | - Masahiro Yanagawa
- Department of Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 5650871, Japan
| | - Yoshitake Yamada
- Department of Diagnostic Radiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 1608582, Japan
| | - Akinori Hata
- Department of Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 5650871, Japan
| | - Masahiro Jinzaki
- Department of Diagnostic Radiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 1608582, Japan
| | - Noriyuki Tomiyama
- Department of Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 5650871, Japan
| | - Hiroshi Honda
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, Fukuoka 8128582, Japan
| | - Raul San Jose Estepar
- Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - George R Washko
- Pulmonary and Critical Care Division, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Takeshi Johkoh
- Department of Radiology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 5650871, Japan
| | - David C Christiani
- Department of Environmental Health, Harvard TH Chan School of Public Health, 655 Huntington Avenue, Boston, MA 02115, USA
| | - David A Lynch
- Department of Radiology, National Jewish Health, 1400 Jackson Street, Denver, CO 80206, USA
| | - Vilmundur Gudnason
- Icelandic Heart Association, Hjartavernd, Holtasmári 1, 201 Kópavogur, Iceland; University of Iceland, Faculty of Medicine, Vatnsmyrarvegur 16, 101 Reykjavík, Iceland
| | - Gunnar Gudmundsson
- University of Iceland, Faculty of Medicine, Vatnsmyrarvegur 16, 101 Reykjavík, Iceland; Department of Respiratory Medicine, Landspitali University Hospital, University of Iceland, Faculty of Medicine, Hringbraut, 101 Reykjavík, Iceland
| | - Gary M Hunninghake
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA; Pulmonary and Critical Care Division, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Hiroto Hatabu
- Center for Pulmonary Functional Imaging, Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA.
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20
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Choi B, Kawut SM, Raghu G, Hoffman E, Tracy R, Madahar P, Bernstein EJ, Barr RG, Lederer DJ, Podolanczuk A. Regional distribution of high-attenuation areas on chest computed tomography in the Multi-Ethnic Study of Atherosclerosis. ERJ Open Res 2020; 6:00115-2019. [PMID: 32154292 PMCID: PMC7049731 DOI: 10.1183/23120541.00115-2019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 12/04/2019] [Indexed: 11/16/2022] Open
Abstract
High-attenuation areas (HAA) are a computed tomography-based quantitative measure of subclinical interstitial lung disease (ILD). We aimed to validate HAA in lung regions that are less subject to artefacts, such as extravascular lung water or dependent atelectasis. We examined the associations of HAA within six lung regions (basilar, non-basilar, peel, core, basilar peel, basilar core) with serum biomarkers of lung remodelling, forced vital capacity (FVC), visually-assessed interstitial lung abnormalities (ILA), and all-cause and ILD-specific mortality. We performed cross-sectional and longitudinal analyses of participants in the Multi-Ethnic Study of Atherosclerosis, a prospective cohort of 6814 adults aged 45–84 years without known cardiovascular disease who underwent cardiac computed tomography. Median regional HAA ranged from 3.8% in the peel to 4.8% in the basilar core. Doubling of regional HAA was associated with greater serum matrix metalloproteinase-7 (range 3.8% to 10.3%; p≤0.01), higher odds of ILA (OR 1.42 to 2.20; p≤0.03), and a higher risk of all-cause mortality (hazard ratio 1.20 to 1.47; p≤0.001). Doubling of regional HAA was associated with greater serum interleukin-6 (4.9% to 10.3%; p≤0.005) and higher risk of ILD-specific mortality (hazard ratio 3.30 to 3.98; p<0.001), except in the basilar core. Doubling of regional HAA was associated with lower FVC in the non-basilar, core and basilar core (113 mL to 186 mL; p<0.001). Associations of HAA with lung remodelling biomarkers, ILA risk and all-cause mortality were consistent across all regions of the lung, including dependent areas where atelectasis may be present. These findings support the validity of HAA as a measure of pathologic subclinical ILD. Evenwhen found in small regions of the lungs, high-attenuation areas, a CT-based quantitative measure of subclinical ILD, are associated with biomarkers of lung remodelling, risk of interstitial lung abnormalities and all-cause mortalityhttp://bit.ly/36psfin
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Affiliation(s)
- Bina Choi
- Columbia University Medical Center, New York, NY, USA
| | - Steven M Kawut
- University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Ganesh Raghu
- University of Washington Medical Center, Seattle, WA, USA
| | - Eric Hoffman
- University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | | | | | | | - R Graham Barr
- Columbia University Medical Center, New York, NY, USA
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21
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Looking at the Airway to Understand Interstitial Lung Disease. Ann Am Thorac Soc 2019; 16:432-434. [PMID: 30932706 DOI: 10.1513/annalsats.201811-799ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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22
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The Possible Pathogenesis of Idiopathic Pulmonary Fibrosis considering MUC5B. BIOMED RESEARCH INTERNATIONAL 2019; 2019:9712464. [PMID: 31309122 PMCID: PMC6594326 DOI: 10.1155/2019/9712464] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 04/18/2019] [Accepted: 05/08/2019] [Indexed: 12/27/2022]
Abstract
Background Overexpression of the MUC5B protein is associated with idiopathic pulmonary fibrosis (IPF), but little information is available regarding the pathogenic effects and regulatory mechanisms of overexpressed MUC5B in IPF. Main Body The overexpression of MUC5B in terminal bronchi and honeycomb cysts produces mucosal host defensive dysfunction in the distal airway which may play an important role in the development of IPF. This review addresses the possible association of overexpression of MUC5B, with MUC5B promoter polymorphism, MUC5B gene epigenetic changes, effects of some transcriptional factors, and inflammatory mediators in IPF. In addition, the associated signaling pathways which may influence the expression of MUC5B are also discussed. Conclusion This work has important implications for further exploration of the mechanisms of overexpression of MUC5B in IPF, and future personalized treatment.
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