Skip to main content

Main menu

  • Home
  • Current issue
  • Early View
  • Archive
  • Authors/reviewers
    • Instructions for authors
    • Submit a manuscript
    • COVID-19 submission information
    • Institutional open access agreements
    • Peer reviewer login
  • Alerts
  • Subscriptions
  • ERS Publications
    • European Respiratory Journal
    • ERJ Open Research
    • European Respiratory Review
    • Breathe
    • ERS Books
    • ERS publications home

User menu

  • Log in
  • Subscribe
  • Contact Us
  • My Cart

Search

  • Advanced search
  • ERS Publications
    • European Respiratory Journal
    • ERJ Open Research
    • European Respiratory Review
    • Breathe
    • ERS Books
    • ERS publications home

Login

European Respiratory Society

Advanced Search

  • Home
  • Current issue
  • Early View
  • Archive
  • Authors/reviewers
    • Instructions for authors
    • Submit a manuscript
    • COVID-19 submission information
    • Institutional open access agreements
    • Peer reviewer login
  • Alerts
  • Subscriptions

Quantitative 18F-fluorodeoxyglucose positron emission tomography/computed tomography to assess pulmonary inflammation in COPD

Laurence Vass, Marie Fisk, Joseph Cheriyan, Divya Mohan, Julia Forman, Adelola Oseni, Anand Devaraj, Kaisa M. Mäki-Petäjä, Carmel M. McEniery, Jonathan Fuld, Nicholas S. Hopkinson, David A. Lomas, John R. Cockcroft, Ruth Tal-Singer, Michael I. Polkey, Ian B. Wilkinson
ERJ Open Research 2021 7: 00699-2020; DOI: 10.1183/23120541.00699-2020
Laurence Vass
1Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
9These authors contributed equally
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marie Fisk
1Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
9These authors contributed equally
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: mf503@medschl.cam.ac.uk
Joseph Cheriyan
1Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
2Cambridge Clinical Trials Unit, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Divya Mohan
3GSK RD, Collegeville, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Divya Mohan
Julia Forman
2Cambridge Clinical Trials Unit, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Adelola Oseni
4Dept of Radiology, St George's Hospital NHS Trust, London, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Anand Devaraj
5National Heart and Lung Institute, Imperial College, London, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kaisa M. Mäki-Petäjä
1Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Carmel M. McEniery
1Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jonathan Fuld
6Division of Respiratory Medicine, University of Cambridge, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nicholas S. Hopkinson
5National Heart and Lung Institute, Imperial College, London, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Nicholas S. Hopkinson
David A. Lomas
7UCL Respiratory, Division of Medicine, University College London, London, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
John R. Cockcroft
8Dept of Cardiology, Wales Heart Research Institute, Cardiff University, Cardiff, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ruth Tal-Singer
3GSK RD, Collegeville, PA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ruth Tal-Singer
Michael I. Polkey
5National Heart and Lung Institute, Imperial College, London, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ian B. Wilkinson
1Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info & Metrics
  • PDF
Loading

Figures

  • Tables
  • Supplementary Materials
  • FIGURE 1
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIGURE 1

    Pulmonary 18F-fluorodeoxyglucose positron emission tomography/computed tomography fused image of participant in the study.

  • FIGURE 2
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIGURE 2

    Rate of 18F-fluorodeoxyglucose uptake measured using nKi as a marker of whole lung pulmonary inflammation in COPD groups, smokers and never-smokers. Data are presented as individual values together with median, first and third quartile values (boxes). A statistical difference was observed between COPD patients, alpha-1 antitrypsin deficiency (α1ATD) patients and smokers versus never-smokers as a control group.

  • FIGURE 3
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIGURE 3

    Scatterplot of plasma fibrinogen and whole lung nKi values for the whole cohort. Pearson correlation between 111 cases with both fibrinogen and nKi available, r=0.391, p<0.001. α1ATD: alpha-1 antitrypsin deficiency.

  • FIGURE 4
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIGURE 4

    Bland–Altman plot of the rate of 18F-fluorodeoxyglucose (FDG) uptake (nKi). These data were obtained from the baseline and follow-up FDG scans of COPD participants in the placebo arm. The interval between scans was ∼4 months. Horizontal lines show the mean difference and upper and lower limits (±1.96 standard deviation) of the mean difference between paired baseline and 4-month values.

  • FIGURE 5
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIGURE 5

    a) nKi values at baseline and 4 months for participants without an exacerbation in between these time-points (n=22). b) nKi values at baseline and 4 months for participants that experienced an exacerbation (n=10).

Tables

  • Figures
  • Supplementary Materials
  • TABLE 1

    Demographics, spirometry and image data

    COPDα1ATD-COPDSmokersNever-smokers
    Subjects n84111210
    Demographics
     Age years68±862±8*62±6*69±7
     Male %67735883
     BMI kg·m−225.9±3.925.0±3.323.1±2.3*26.6±2.6
     Current smoker n (%)11 (13)***2 (17)***12 (100)***0
     Pack-years smoked45±25***19±11***37±19***0
     LABA/LAMA/ICS n (%)68 (81)10 (91)
    Lung function
     FEV1 L1.37±0.6***1.47±0.4***2.84±0.562.88±0.6
     FEV1 % predicted51±20***45±16***95±17100±15
     FEV1/FVC0.45±0.150.36±0.100.79±0.080.77±0.06
    Laboratory data
     Fibrinogen g·L−13.4±0.7*3.1±0.62.8±0.62.7±0.5
     hsCRP mg·L−15.2±7.0*3.3±2.3*2.1±1.41.2±0.6
     White cell count ×109·L−16.54±1.837.01±2.727.28±2.025.84±1.31
     Neutrophils ×109·L−14.43±3.64.68±2.474.53±1.453.63±1.11
    Pulmonary image data
     Whole lung
      nKi mL·cm−3·min−10.0037±0.001*0.0040±0.001*0.0040±0.001*0.0028±0.001
      Perc15 HU−889±54***−942±28***
     Upper lung
      nKi mL·cm−3·min−10.0040±0.001**0.0038±0.001*0.0044±0.00**0.0027±0.001
      Perc15 HU−884±61*−922±34***
     Middle lung
      nKi mL·cm−3·min−10.0037±0.001**0.0042±0.001**0.0041±0.001**0.0027±0.001
      Perc15 HU−889±52*−943±29***
     Lower lung
      nKi mL·cm−3·min−10.0036±0.0010.0038±0.0010.0040±0.0010.0032±0.001
      Perc15 HU−880±49**−952±26***

    Data are presented as mean±sd, unless otherwise stated. α1ATD: alpha-1 antitrypsin deficiency; BMI: body mass index; LABA: inhaled long-acting β-agonist; LAMA: long-acting muscarinic antagonist; ICS: inhaled corticosteroid; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; hsCRP: high sensitivity C-reactive protein; HU: Hounsfield units. ***: p<0.001; **: p<0.01; *: p<0.05 significant difference compared to never-smokers.

    • TABLE 2

      Correlations between rate of 18F-fluorodeoxyglucose uptake classified by lung regions in participants with COPD

      Variable (x)Upper lungMiddle lungLower lung
      rsigrsigrsig
      Fibrinogen g·L−10.42<0.0010.38<0.0010.160.16
      Log10hsCRP mg·L−10.310.0050.310.0050.090.41
      White cell count ×109·L−10.240.040.250.030.170.14
      Neutrophils ×109·L−10.310.0050.290.0090.190.10
      FEV1 L−0.330.003−0.180.100.020.89
      FEV1 % predicted−0.260.02−0.160.17−0.040.74
      6MWD m0.280.01−0.250.030.080.51
      Perc15 score HU−0.350.004−0.110.38−0.040.76

      Pearson's bivariate test used. Strength of correlation determined by r and significance (sig) by p-value. hsCRP: high sensitivity C-reactive protein, FEV1: forced expiratory volume in 1 s; 6MWD: 6-min walking distance.

      • TABLE 3

        Variables associated with whole lung pulmonary 18F-fluorodeoxyglucose uptake in participants with COPD assessed by regression analysis

        Variable (x)Standardised beta coefficientCoefficient standard errorSignificance
        Fibrinogen g·L−10.300.010.02
        Current smoking (yes/no)0.200.000.07
        FEV1 % predicted−0.120.000.37
        Neutrophils ×109·L−10.100.000.41
        Log10hsCRP mg·L−10.020.000.90

        Dependent variable=whole lung 18F-fluorodeoxyglucose uptake (nKi, units mL·cm−3·min−1). Multivariable model, R=0.48, R2=0.23, adjusted R2=0.17. hsCRP: high sensitivity C-reactive protein, FEV1: forced expiratory volume in 1 s.

        • TABLE 4

          Clinical and imaging measurements for COPD subtypes defined by computed tomography#

          ADEConfluentModerateMildTracep-value¶
          Subjects n (%)22 (30%)9 (12%)10 (14%)15 (20%)15 (20%)
          FEV1 L0.99±0.301.05±0.461.5±0.731.4±0.461.8±0.52<0.001
          FVC L3.1±0.783.1±0.703.0±1.22.7±0.753.1±0.74ns
          Smoker %101120117
          Smoking years42±644±1339±1235±1135±13ns
          6MWD m343±104335±145375±98377±81478±115<0.05
          Perc15 HU−949±41−918±18−890±35−865±24−833±32<0.001
          nKi ×10−3 mL·cm−3·min−14.0±1.14.0±1.13.9±1.13.5±1.13.5±0.9ns

          Data are presented as mean±sd, unless otherwise stated. ADE: advanced destructive emphysema; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; 6MWD: 6-min walking distance; ns: nonsignificant. #: only centrilobular emphysema subtypes are analysed; n=74 high-resolution computed tomography COPD scans analysed, three (4%) scans were panlobular emphysema so were not included in analysis; no scans were identified as paraseptal emphysema, airway disease or associated features noted. ¶: overall comparison across five subtypes.

          Supplementary Materials

          • Figures
          • Tables
          • Supplementary Material

            Please note: supplementary material is not edited by the Editorial Office, and is uploaded as it has been supplied by the author.

            Supplementary material 00699-2020.supplement

          PreviousNext
          Back to top
          Vol 7 Issue 3 Table of Contents
          ERJ Open Research: 7 (3)
          • Table of Contents
          • Index by author
          Email

          Thank you for your interest in spreading the word on European Respiratory Society .

          NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

          Enter multiple addresses on separate lines or separate them with commas.
          Quantitative 18F-fluorodeoxyglucose positron emission tomography/computed tomography to assess pulmonary inflammation in COPD
          (Your Name) has sent you a message from European Respiratory Society
          (Your Name) thought you would like to see the European Respiratory Society web site.
          CAPTCHA
          This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
          Print
          Citation Tools
          Quantitative 18F-fluorodeoxyglucose positron emission tomography/computed tomography to assess pulmonary inflammation in COPD
          Laurence Vass, Marie Fisk, Joseph Cheriyan, Divya Mohan, Julia Forman, Adelola Oseni, Anand Devaraj, Kaisa M. Mäki-Petäjä, Carmel M. McEniery, Jonathan Fuld, Nicholas S. Hopkinson, David A. Lomas, John R. Cockcroft, Ruth Tal-Singer, Michael I. Polkey, Ian B. Wilkinson
          ERJ Open Research Jul 2021, 7 (3) 00699-2020; DOI: 10.1183/23120541.00699-2020

          Citation Manager Formats

          • BibTeX
          • Bookends
          • EasyBib
          • EndNote (tagged)
          • EndNote 8 (xml)
          • Medlars
          • Mendeley
          • Papers
          • RefWorks Tagged
          • Ref Manager
          • RIS
          • Zotero
          Share
          Quantitative 18F-fluorodeoxyglucose positron emission tomography/computed tomography to assess pulmonary inflammation in COPD
          Laurence Vass, Marie Fisk, Joseph Cheriyan, Divya Mohan, Julia Forman, Adelola Oseni, Anand Devaraj, Kaisa M. Mäki-Petäjä, Carmel M. McEniery, Jonathan Fuld, Nicholas S. Hopkinson, David A. Lomas, John R. Cockcroft, Ruth Tal-Singer, Michael I. Polkey, Ian B. Wilkinson
          ERJ Open Research Jul 2021, 7 (3) 00699-2020; DOI: 10.1183/23120541.00699-2020
          Reddit logo Technorati logo Twitter logo Connotea logo Facebook logo Mendeley logo
          Full Text (PDF)

          Jump To

          • Article
            • Abstract
            • Abstract
            • Introduction
            • Methods
            • Results
            • Discussion
            • Supplementary material
            • Acknowledgements
            • Footnotes
            • References
          • Figures & Data
          • Info & Metrics
          • PDF

          Subjects

          • COPD and smoking
          • Lung imaging
          • Tweet Widget
          • Facebook Like
          • Google Plus One

          More in this TOC Section

          Original research articles

          • Volatile metabolites of pulmonary oxidative injury
          • Assessment of mycobacterial burden in NTM treatment
          • Anti-IL-5 antibody therapy and exercise testing
          Show more Original research articles

          COPD

          • Comparison of two scores for outcomes in COPD exacerbation
          • HAST to predict ARAHE in COPD
          • Low-density lipoprotein cholesterol and risk of COPD
          Show more COPD

          Related Articles

          Navigate

          • Home
          • Current issue
          • Archive

          About ERJ Open Research

          • Editorial board
          • Journal information
          • Press
          • Permissions and reprints
          • Advertising

          The European Respiratory Society

          • Society home
          • myERS
          • Privacy policy
          • Accessibility

          ERS publications

          • European Respiratory Journal
          • ERJ Open Research
          • European Respiratory Review
          • Breathe
          • ERS books online
          • ERS Bookshop

          Help

          • Feedback

          For authors

          • Instructions for authors
          • Publication ethics and malpractice
          • Submit a manuscript

          For readers

          • Alerts
          • Subjects
          • RSS

          Subscriptions

          • Accessing the ERS publications

          Contact us

          European Respiratory Society
          442 Glossop Road
          Sheffield S10 2PX
          United Kingdom
          Tel: +44 114 2672860
          Email: journals@ersnet.org

          ISSN

          Online ISSN: 2312-0541

          Copyright © 2023 by the European Respiratory Society