Related Experiment Video
Updated: Jun 9, 2026

Breath Collection from Children for Disease Biomarker Discovery
Published on: February 14, 2019
Joint modelling of wheeze and lung function from childhood to early adulthood: four population-based birth cohorts
Anhar Ullah1,2, Sara Fontanella1,2, Raquel Granell3
1National Heart and Lung Institute, Imperial College London, UK.
Background:
Wheeze and lung function (LF) during childhood are key indicators of respiratory health, yet their trajectories are usually examined separately. We aimed to identify joint developmental patterns of wheeze and LF.
Methods:
We used data from four unselected birth cohorts established between 1989 and 1996 with repeated assessments of wheeze from infancy and spirometry from early school-age to early adulthood. We used group-based multi-trajectory modelling to derive trajectories based on joint modelling of current wheeze and forced expiratory volume in 1 s/forced vital capacity ratio (FEV1/FVC).
Findings:
In the discovery analysis (n = 4645), we identified 6 trajectories: (1) Never/infrequent wheeze with normal LF (NIFW-NLF, 2925/4645 [62.97%]); (2) Never/infrequent wheeze with reduced LF (NIFW-RLF, 475/4645 [10.22%]); (3) Early-transient wheeze with normal LF (ETW-NLF, 559/4645 [12.03%]); (4) Late-onset wheeze with NLF (LOW-NLF, 335/4645 [7.21%]); (5) Persistent wheeze with NLF (PEW-NLF, 202/4645 [4.34%]); and (6) PEW with RLF (PEW-RLF, 149/4645 [3.21%]). Risk profiles of two trajectories characterised by persistent wheeze but differentiated by normal or reduced LF differed significantly. Elevated fractional exhaled nitric oxide (FeNO) and allergic sensitisation were highly prevalent in both, but only PEW-RLF was significantly associated with perinatal and early-life factors/exposures (prematurity; lower gestational age: RRRs [95% CI] 2.21 [1.49-3.28], low birth weight: 2.60 [1.47-4.60]: and exposure to smoking during gestation: 2.00 [1.49-2.63]). Two low lung function trajectories (with and without symptoms; PEW-RLF and NIFW-RLF) had similar LF impairment, but divergent clinical and risk factor profiles. PEW-RLF was associated with high rates of asthma diagnosis, high FeNO, bronchodilator reversibility, and family history of atopy. In contrast, those in NIFW-RLF trajectory had no elevation in inflammatory biomarkers and low prevalence of airway hyperreactivity, and were characterised by much higher rates of prenatal tobacco smoke exposure, and greater active adolescent smoking (2.06 [1.41-3.01]), and higher body fat mass in adolescence (1.02 [1.01-1.03], p = 0.01) with no difference in birth weight or preterm birth. Replication analyses in independent cohorts (n = 3388) were consistent with the discovery.
Interpretation:
The disconnect between symptoms and lung function, along with the differences in risk profiles, has important implications for respiratory health intervention strategies.
Funding:
UK MRC grant MR/S025340/1.
Related Concept Videos
Factors Affecting Pulmonary Ventilation
Alveolar Surface Tension
The alveolar fluid lines the luminal surface of the alveoli and exerts a force called surface tension. This force is caused by the polar water molecules in the liquid being more strongly attracted to each...
Pulmonary Function Tests
Pulmonary Function Tests are crucial diagnostic tools for assessing respiratory function, particularly in patients with chronic respiratory disorders. They comprehensively evaluate lung volumes, ventilatory function, breathing mechanics, diffusion, and gas exchange. These tests help diagnose pulmonary diseases and play a significant role in monitoring disease progression, evaluating disability, and assessing response to therapy.
PFTs involve using a spirometer, a...
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Respiratory Volumes and Capacities I
Asthma-II: Pathophysiology and Classification
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
