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Phenotypic characterisation of early COPD: a prospective case–control study

Borja G. Cosío, Sergi Pascual-Guardia, Alicia Borras-Santos, Germán Peces-Barba, Salud Santos, Laura Vigil, Juan José Soler-Cataluña, Cristina Martínez-González, Ciro Casanova, Pedro J. Marcos, Carlos J. Alvarez, José Luis López-Campos, Joaquim Gea, Judith Garcia-Aymerich, Jesús Molina, Miguel Román, Jorge Moises, Viktoria Szabo, Elizabeth A. Reagan, Raúl San José Estépar, George Washko, Alvar Agustí, Rosa Faner on behalf of the EARLY COPD study group
ERJ Open Research 2020 6: 00047-2020; DOI: 10.1183/23120541.00047-2020
Borja G. Cosío
1Servicio de Neumología, Hospital Universitario Son Espases-IdISBa, Palma de Mallorca, Spain
2CIBER de Enfermedades Respiratorias, Madrid, Spain
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  • ORCID record for Borja G. Cosío
  • For correspondence: borja.cosio@ssib.es
Sergi Pascual-Guardia
2CIBER de Enfermedades Respiratorias, Madrid, Spain
3Servei de Pneumologia, Hospital del Mar – IMIM, Barcelona, Spain
4Universitat Pompeu Fabra, Barcelona, Spain
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Alicia Borras-Santos
2CIBER de Enfermedades Respiratorias, Madrid, Spain
5ISGlobal, Barcelona, Spain
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Germán Peces-Barba
2CIBER de Enfermedades Respiratorias, Madrid, Spain
6Fundación Jiménez Díaz, Hospital Universitario, Grupo Quirón, Madrid, Spain
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Salud Santos
2CIBER de Enfermedades Respiratorias, Madrid, Spain
7Servicio de Neumología, Hospital Universitario de Bellvitge, Barcelona, Spain
8IDIBELL, Universidad de Barcelona, Hospitalet de Llobregat, Barcelona, Spain
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Laura Vigil
2CIBER de Enfermedades Respiratorias, Madrid, Spain
9Servei de Pneumologia, Hospital Universitari Parc Taulí, Sabadell, Spain
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Juan José Soler-Cataluña
2CIBER de Enfermedades Respiratorias, Madrid, Spain
10Servicio de Neumología, Hospital Arnau de Vilanova-LLiria, Valencia, Spain
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Cristina Martínez-González
11Servicio de Neumología, Hospital Universitario Central de Asturias, Oviedo, Spain
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  • ORCID record for Cristina Martínez-González
Ciro Casanova
12Servicio de Neumología-Unidad de Investigación Hospital Universitario La Candelaria, Universidad de La Laguna, Tenerife, Spain
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Pedro J. Marcos
13Dirección de Procesos Asistenciales, Servicio de Neumología, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complejo Hospitalario Universitario de A Coruña, Area Sanitaria de A Coruña, Sergas, Universidade da Coruña, A Coruña, Spain
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Carlos J. Alvarez
2CIBER de Enfermedades Respiratorias, Madrid, Spain
14Servicio Neumología, HU 12 de Octubre, Madrid, Spain
15Departamento de Medicina, Facultad Medicina UCM, Madrid, Spain
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José Luis López-Campos
2CIBER de Enfermedades Respiratorias, Madrid, Spain
16Unidad Médico-Quirúrgica de Enfermedades Respiratorias, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/Universidad de Sevilla, Seville, Spain
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Joaquim Gea
2CIBER de Enfermedades Respiratorias, Madrid, Spain
3Servei de Pneumologia, Hospital del Mar – IMIM, Barcelona, Spain
4Universitat Pompeu Fabra, Barcelona, Spain
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Judith Garcia-Aymerich
4Universitat Pompeu Fabra, Barcelona, Spain
5ISGlobal, Barcelona, Spain
17CIBER de Epidemiología y Salud Pública, Madrid, Spain
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Jesús Molina
18Centro de Salud Francia, DAO, Madrid, Grupo de Respiratorio semFYC, Madrid, Spain
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Miguel Román
19Centro de Salud de Son Pisa, Unidad de investigación en enfermedades respiratorias crónicas en atención primaria, IdISBa, Palma de Mallorca, Spain
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Jorge Moises
2CIBER de Enfermedades Respiratorias, Madrid, Spain
20Institut Respiratori, Hospital Clinic, Barcelona, Spain
21Universitat de Barcelona, Barcelona, Spain
22Institut d'Investigacio August Pi i Sunyer, Barcelona, Spain
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Viktoria Szabo
22Institut d'Investigacio August Pi i Sunyer, Barcelona, Spain
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Elizabeth A. Reagan
23National Jewish Health, Denver, CO, USA
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Raúl San José Estépar
24Applied Chest Imaging Laboratory, Dept of Radiology, Brigham and Women's Hospital, Boston, MA, USA
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George Washko
25Division of Pulmonary and Critical Care, Brigham and Women's Hospital, Boston, MA, USA
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Alvar Agustí
2CIBER de Enfermedades Respiratorias, Madrid, Spain
20Institut Respiratori, Hospital Clinic, Barcelona, Spain
21Universitat de Barcelona, Barcelona, Spain
22Institut d'Investigacio August Pi i Sunyer, Barcelona, Spain
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Rosa Faner
2CIBER de Enfermedades Respiratorias, Madrid, Spain
22Institut d'Investigacio August Pi i Sunyer, Barcelona, Spain
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  • Article
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  • FIGURE 1
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    FIGURE 1

    Frequency distribution of age (years), cumulative smoking exposure (pack-years), FEV1/FVC (%), FEV1 (% ref.), diffusing capacity of the lung for carbon monoxide (DLCO) (% ref.) and KLCO (% ref.) in patients (red; n=92) and controls (green; n=197). Dotted vertical lines represent mean values. For further explanations, see text.

  • FIGURE 2
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    FIGURE 2

    Comparison of the main characteristics determined in patients with early COPD (versus controls) in the three cohorts studied here (our own (SPAIN), ECLIPSE and COPDGene). ↓ Indicates reduced in cases, ↑ indicates increased in cases, ∼ indicates similar in patients and controls, and NA means not available in that cohort. Orange, pink and yellow rows indicate, respectively, reproducibility of findings in three out of the three cohorts, two out of two cohorts or two out of three cohorts where this information was available. For further explanations, see text.

  • FIGURE 3
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    FIGURE 3

    Variables associated (p<0.05) with the presence of early COPD in the population studied. Node colour indicates variable category (see legends), node size is proportional to the prevalence of abnormal values of that particular variable and edge (link) width is proportional to p-values (see legends). For further explanations, see text.

Tables

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  • Supplementary Materials
  • TABLE 1

    Main characteristics of cases and controls

    CasesControlsp-value
    Subjects n91107
    Demographics
     Females35%50%0.016
     Age years45.8±3.543.3±4.4<0.001
     Height cm168.7±8.6168.1±9.00.579
     Weight kg80.3±20.575.4±15.90.043
     Body mass index kg·m−228.1±6.426.6±4.80.047
     High educational level#52%77%<0.001
     Active worker (last year)70%86%0.002
    Exposure history
     Cumulative smoking exposure pack-years31.6±116.324.8±13.70.001
     Current smokers66%76%0.089
     Age at smoking initiation years16.0±2.816.6±3.70.121
     High-risk job¶29%20%0.129
    Family history
     Maternal asthma17%11%0.221
     Maternal bronchitis16%8%0.051
     Maternal cardiac disease31%17%0.014
     Maternal arterial hypertension52%44%0.282
     Maternal cerebrovascular disease11%11%1
     Maternal diabetes18%17%0.860
     Paternal asthma13%6%0.068
     Paternal bronchitis46%27%0.005
     Paternal cardiac disease31%25%0.430
     Paternal arterial hypertension43%37%0.375
     Paternal cerebrovascular disease18%9%0.083
    Early-life events
     Birth <37 weeks5%4%0.754
     Birth weight <2.5 kg4%6%0.760
     Mother age at delivery years29.6±7.028.3±5.70.128
     Mother smoked during pregnancy7%13%0.210
     Urban residence before the age of 565%74%0.120
     Hospital admission for respiratory disease before 5 years of age12%3%0.009
    Symptoms, previous diagnosis and use of healthcare resources
     mMRC ≥229%6%0.001
     CAT12.5±6.88.6±6.7<0.001
     Ever diagnosed of a respiratory problem63%39%0.001
     Ever diagnosed of asthma30%9%<0.001
     Ever use of respiratory medications79%28%<0.001
     Oral corticosteroids use in the last 12 months20%5%<0.001
     Antibiotic use in the last 12 months31%21%0.073
     Ever diagnosed of a cardiovascular disease26%28%0.751
     Ever use of cardiovascular medications24%34%0.229
     Ambulatory (GP) visits
      due to respiratory reasons60%29%<0.001
      due to non-respiratory reasons46%51%0.438
     Emergency room visits
      due to respiratory reasons14%1%<0.001
      due to non-respiratory reasons27%37%0.141
     Hospital admissions
      due to respiratory reasons11%1%<0.001
      due to non-respiratory reasons12%10%0.686
    Physiology
     FEV1 (pre-bd) % ref.64.7±20.195.3±13.9<0.001
     FVC (pre-bd) % ref.90.4±18.8100.3±14.6<0.001
     FEV1/FVC (pre-bd) %57.2±10.977.5±5.9<0.001
     FEF25–75% (pre-bd) %39.5±48.481.8±33.9<0.001
     FEV1 (post-bd) % ref.71.3±20.897.7±14.9<0.001
     FVC (post-bd) % ref.96.5±18.698.9±15.00.280
     FEV1/FVC (post-bd) %58.5±10.479.9±5.3<0.001
     FEF25–75% (post-bd) %39.1±30.992.5±35.5<0.001
     Total lung capacity, % ref.112.7±17.1103.1±15.7<0.001
     Residual volume, % ref.150.6±55.5113.6±40.9<0.001
     DLCO % ref.84.16±20.7391.6±13.510.003
     KCO % ref.80.53±19.7393.25±12.57<0.001
     6MWD test
      Distance walked m555±83570±820.152
      Dyspnoea at end of test2.3±2.01.5±1.80.001
      SaO2 at end of test94.8±4.496.3±2.50.003
    Imaging
     Presence of CT emphysema (%)61%32%<0.001
    Biomarkers
      FeNO ppb16.9±13.317.6±17.00.741
     Haematocrit %44.6±3.343.5±3.60.015
     Leukocytes ×109·L−18.7 ±2.27.8±2.30.003
     Neutrophils %60.7±8.157.6±9.30.005
     Lymphocytes %28.9±6.832.4±8.0<0.001
     Eosinophils %2.5±1.52.8±1.90.156
      Eosinophils >300 cells·µL−123%20%0.635
     Fibrinogen mg·dL−1390.8±106.3368.4±81.00.084
     C-reactive protein >3 mg·/dL−1 (%)0%3%0.327

    Results are presented as mean±sd or proportion. p-values <0.05 are highlighted in bold text. mMRC: modified Medical Research Council scale; CAT: COPD Assessment Test; FEV1: forced expiratory volume in 1 s; pre-/post-bd: pre-/post-bronchodilator; % ref.: % of reference value; FVC: forced vital capacity; FEF25–75%: forced expiratory flow at 25–75% of FVC; DLCO: diffusing capacity of the lung for carbon monoxide; KCO: transfer coefficient of the lung for carbon monoxide; 6MWD: 6-min walk test; SaO2: arterial oxygen saturation; CT: computed tomography; FeNO: exhaled nitric oxide fraction. #: High education level includes a Baccalaureate or University degree; ¶: as identified in [12].

    • TABLE 2

      Main characteristics of patients (forced expiratory volume in 1 s (FEV1)/forced vital capacity (FVC) <0.7) and controls (FEV1/FVC≥0.7) included in the ECLIPSE study

      PatientsControlsp-value
      Subjects n119124
      Demographics and exposure history
       Age years47.3±2.745.7±3.0<0.001
       Males61%52%0.162
       Body mass index kg·m−226.5±6.926.1±4.60.650
       Cumulative smoking exposure pack-years34.5±17.024.7±11.7<0.001
       Current smokers38%23%0.014
      Family history and early-life events
       Familiar asthma24%19%0.342
       Familiar bronchitis34%15%0.001
       Familiar emphysema29%8%<0.001
       Familiar hypertension49%48%1
      Symptoms
       mMRC score ≥213%1%0.001
      Previous treatments and use of healthcare resources
       Oral Corticosteroid use2%0%0.460
       Number of exacerbations0.7± 0.9NA
      Physiology
       FEV1/FVC (post-bd) %49.0± 11.880.1±4.9<0.001
       FEV1 (post-bd) % ref.49.0± 18.2103.9±10.8<0.001
       FVC (post-bd) % ref.82.5± 22.1112.8±12.6<0.001
       Total lung capacity % ref.114.0± 17.5102.79±11.4<0.001
       6MWD test
        Distance walked m425.6±137.7NA
      Imaging
       Presence of CT emphysema n (%)60%8%<0.001
      Biomarkers
       Basophils (%)0.33± 0.230.32± 0.240.527
       Eosinophils (%)2.6± 2.12.55± 1.580.464
       Haematocrit0.44±0.040.43± 0.040.009
       Lymphocytes (%)28.04± 8.6130.22± 7.110.024
       Monocytes (%)5.96± 2.495.76± 2.230.682
       Segmented neutrophils (%)63.06± 9.5261.15± 8.290.102
       Total neutrophils (total ANC)5.23± 2.24.71± 1.950.050
       Total neutrophils (%)63.06± 9.5261.15± 8.290.102
       White blood cells ×109/L8.11± 2.497.56± 2.370.057

      Results are presented as mean±sd or proportion. p-values <0.05 are highlighted in bold text. mMRC: modified Medical Research Council scale; post-bd: post-bronchodilator; % ref.: % of reference value; 6MWD: 6-min walk test; CT: computed tomography; ANC: total absolute neutrophil count.

      • TABLE 3

        Main characteristics of patients (forced expiratory volume in 1 s (FEV1)/forced vital capacity (FVC) <0.7) and controls (FEV1/FVC≥0.7) included in the COPDGene study

        PatientsControlsp-value
        Subjects n205560
        Demographics and exposure history
         Age years47.8±1.547.5±1.50.007
         Females50%51%0.178
         Body mass index kg·m−228.4±7.029.4±6.40.051
         Cumulative smoking exposure pack-years38.2±15.032.6±16.4<0.001
         Current smokers76%71%0.154
         High educational level#47%58%0.011
         Active worker (last year)33%50%<0.001
        Family history and early-life events
         Maternal asthma14%11%0.438
         Maternal bronchitis16%16%0.997
         Maternal emphysema23%16%0.045
         Paternal asthma7%4%0.285
         Paternal bronchitis8%10%0.765
         Paternal emphysema26%17%0.024
         Mother smoked during pregnancy52%47%0.261
        Symptoms
         mMRC score1.9±1.50.8±1.2<0.001
        Previous treatments and use of healthcare resources
         Oral corticosteroid use4%1%0.015
         Number of ambulatory (GP) visits due to respiratory reasons (exacerbations)0.44±1.020.11±0.44<0.001
         Number of hospital admissions due to respiratory reasons (exacerbations)0.20±0.710.03±0.21<0.001
        Physiology
          FEV1/FVC (post-bd) %59±1279±1<0.001
          FEV1 (post-bd) % ref.66±2292±14<0.001
         FVC (post-bd) % ref.87±1992±14<0.001
         6MWD test
          Distance walked m435.4±114.3476.2±103.2<0.001
          Shortness of breath at end of test76%51%<0.001
        Imaging
         Presence of CT emphysema n (%)29%9%<0.001

        Results are presented as mean±sd or proportion. P-values <0.05 are highlighted in bold text. mMRC: modified Medical Research Council scale; post-bd: post-bronchodilator; % ref.: % of reference value; 6MWD: 6-min walk test; CT: computed tomography. #: High education level includes a Baccalaureate or University degree.

        • TABLE 4

          Independent clinical characteristics associated with the presence of early chronic obstructive pulmonary disease (COPD) identified by multiple regression logistic analysis (by odds ratio value)

          OR (95% CI)p-value
          Hospital admission for respiratory disease before the age of 5 years9.292 (2.57–36.10)<0.001
          Emergency room visits due to respiratory reasons9.160 (1.43–180.74)<0.05
          mMRC ≥22.336 (1.36–4.14)<0.01
          Packs-years1.030 (1.00–1.06)<0.05
          KCO % ref.0.950 (0.92–0.98)<0.001
          Active worker0.391 (0.16–0.99)<0.05

          mMRC: modified Medical Research Council scale; KCO: transfer coefficient of the lung for carbon monoxide; % ref.: % of reference value.

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          Phenotypic characterisation of early COPD: a prospective case–control study
          Borja G. Cosío, Sergi Pascual-Guardia, Alicia Borras-Santos, Germán Peces-Barba, Salud Santos, Laura Vigil, Juan José Soler-Cataluña, Cristina Martínez-González, Ciro Casanova, Pedro J. Marcos, Carlos J. Alvarez, José Luis López-Campos, Joaquim Gea, Judith Garcia-Aymerich, Jesús Molina, Miguel Román, Jorge Moises, Viktoria Szabo, Elizabeth A. Reagan, Raúl San José Estépar, George Washko, Alvar Agustí, Rosa Faner
          ERJ Open Research Oct 2020, 6 (4) 00047-2020; DOI: 10.1183/23120541.00047-2020

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          Phenotypic characterisation of early COPD: a prospective case–control study
          Borja G. Cosío, Sergi Pascual-Guardia, Alicia Borras-Santos, Germán Peces-Barba, Salud Santos, Laura Vigil, Juan José Soler-Cataluña, Cristina Martínez-González, Ciro Casanova, Pedro J. Marcos, Carlos J. Alvarez, José Luis López-Campos, Joaquim Gea, Judith Garcia-Aymerich, Jesús Molina, Miguel Román, Jorge Moises, Viktoria Szabo, Elizabeth A. Reagan, Raúl San José Estépar, George Washko, Alvar Agustí, Rosa Faner
          ERJ Open Research Oct 2020, 6 (4) 00047-2020; DOI: 10.1183/23120541.00047-2020
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