Abstract
Background
It is unclear in which periods of life lung function deficits develop, and whether these are affected by risk factors such as asthma, bronchial hyper‐responsiveness (BHR) and allergic comorbidity. The goal of this systematic review was to identify temporal associations of asthma, BHR and allergic comorbidity with large and small lung function development from birth until peak function in early adulthood.
Methods
We searched MEDLINE, EMBASE, Web of Science and CINAHL for papers published before 01.01.2020 on risk factors and lung function measurements of large and small airways. Studies were required to report lung function at any time point or interval from birth until peak lung function (age 21‐26) and include at least one candidate risk factor.
Results
Of the 45 papers identified, 44 investigated cohorts and one was a clinical trial with follow‐up. Asthma, wheezing, BHR and allergic sensitization early in life and to multiple allergens were associated with a lower lung function growth of large and small airways during early childhood compared with the control populations. Lung function development after childhood in subjects with asthma or persistent wheeze, although continuing to grow at a lower level, largely tracked parallel to non‐affected individuals until peak function was attained.
Clinical implications and future research
Deficits in lung function growth develop in early childhood, and children with asthma, BHR and early‐life IgE (poly)sensitization are at risk. This period is possibly a critical window of opportunity to identify at‐risk subjects and provide treatment aimed at preventing long‐term sequelae of lung function.
Keywords: asthma, allergy, bronchial hyperresponsiveness, growth, lung function, small airways
Key Message.
Asthma, wheezing, bronchial hyperresponsiveness (BHR) and allergic sensitization are associated with a lower lung function growth of large and small airways during early childhood. Lung function development after childhood largely tracks parallel to non‐asthmatic individuals.
1. INTRODUCTION
Peak lung function is normally attained around the age of 22 for males and slightly earlier for females,1 after which lung function remains stable for some years during a plateau phase before beginning to decline.2, 3 Children with asthma may reach a lower maximum lung function in adulthood,3, 4, 5, 6 putting them at risk for development of future COPD. Different patterns of impaired lung function development from childhood to adulthood have been described in children with asthma, such as ‘normal growth’, ‘normal growth and early decline’, ‘reduced growth’ and ‘reduced growth and early decline’.3 Growth of the lungs may not only be impaired during early childhood, but also throughout adolescence and early adulthood. Next to the growth of the large airways, growth of the small airways may be important, as accumulating evidence suggests that many lung diseases, including asthma and COPD, start in the small airways.7 Therefore, better knowledge on the predictors, place (small versus large airways) and timing of the development of low lung function may set the stage for future preventative measures aimed at improving lung function growth.
So far, conflicting results have been reported on lung growth in asthmatic children. Some studies suggested no association of mild or transient asthma with reduced lung growth in the first years of life,5, 8 whereas in another study, more severe asthma and persistent wheeze were associated with reduced lung growth throughout childhood and adolescence.4 The presence of asthma, the timing of asthma onset, persistence and severity of symptoms and the presence of allergic comorbidity may be important determinants of the maximally attained FEV1 in early adulthood (Figure 1).5, 8, 9, 10, 11, 12 Moreover, it has not been systematically assessed whether these risk factors also relate to measures of small airway function growth. Thus, an important question remains when and where the lung function deficits develop: in the first years of life, in childhood, adolescence or early adulthood?
FIGURE 1.
Lung function growth from childhood to adulthood. The green line represents normal lung function growth and levels. The red line represents low lung function growth and levels. The light green represents subjects with low lung function levels in early childhood and catch‐up growth in adolescence and early adulthood. The pink line represents children with lower lung function levels in childhood and reduced growth until early adulthood. Figure 1 is a conceptual illustration based on Agustí et al70
To identify the factors associated with lung function growth and their significance during different periods of development, this systematic literature review investigated current literature on the temporal associations of asthma and allergy with lung function growth of small and large airways during childhood and adolescence up to the maximum lung function in early adulthood. Asthma is heterogeneous disease with varying degrees of symptoms, comorbidities and clinical biomarkers. Candidate risk factors were therefore selected with the aim of capturing a valid representation of potential factors associated with lung function growth in subjects with asthma or allergy. In addition to asthma and wheezing in early life, bronchial hyper‐responsiveness (BHR), a hallmark of asthma, was included. Furthermore, we included allergic sensitization, rhinitis and blood eosinophils as candidate risk factors for a lower lung function growth from infancy until peak lung function in early adulthood.
2. METHODS
This systematic review (PROSPERO registration number: CRD42020172531) was conducted in accordance with guidelines reported in the Preferred Reporting Items for Systematic reviews and Meta‐Analysis (PRISMA).13
2.1. Search strategy
We searched MEDLINE using the PubMed search engine, EMBASE, Web of Science (Clarivate) and CINAHL (EBSCO) for papers published before 01.01.2020 with search terms as outlined in Table 1 and Appendix S1. In addition to papers screened in MEDLINE, 52 papers, retrieved from backward citation searching, were reviewed for eligibility of which 2 studies were selected for inclusion (Figure 2).
TABLE 1.
Search strategy using PubMed
Search strategy |
---|
We searched PubMed using the following key terms: |
PubMed (MESH terms) |
Lung Volume Measurements/Respiratory Function Tests/Spirometry/Lung/growth and development/Allergy and Immunology/Hypersensitivity/Eosinophils/Eosinophilia/Immunoglobulin E/Asthma/Respiratory Hypersensitivity/Rhinitis, Allergic/Predictive Value of Tests/Cohort Studies/Case‐Control Studies/Child/Infant/Adolescent/Young Adult/Age Distribution |
Title and abstract search |
lung growth/pulmonary growth/lung function meas*/spiromet*/plethysmography/forced oscillation technique*/lung clearance index/multiple breath washout/lung function*/allerg*/asthma*/hypersensit*/hypperresponsiv*/eosinophil/follow‐up/followup/longitudinal/cohort/case‐control/trajector*/pattern*/child*/infan*/prenatal*/fetal/pediatr*/paediatr*/school/preschool/adolscen*/teenager*/young adult*/younger adult*/young people/younger people / early life/early age/young age*/younger age* |
For the full strategy and searches performed in EMBASE, CINAHL and Web of Science, please see Appendix S1 |
FIGURE 2.
Preferred Reporting Items for Systematic Reviews and Meta‐Analyses (PRISMA) flow diagram
2.2. Study selection
Abstracts of all papers were screened independently by two researchers (HJLK and AMZ). Subsequently, full‐text papers were assessed for eligibility. In case of disagreement, the study was assessed by a third independent researcher (GHK). Papers were required to contain relevant primary data on studies performed in humans (inclusion criteria; see Table 2). We included longitudinal studies that provided data on temporal associations between candidate risk factors and lung function. This entails that in studies with lung function measured at one time point, the ascertainment of candidate risk factors (eg asthma diagnosis) had to precede the measurement of lung function. In studies with multiple measurements of lung function, concurrent ascertainment of a candidate risk factor and lung function testing was permitted. We investigated the following candidate risk factors: asthma diagnosis, wheezing, BHR, markers related to allergy (rhinitis, specific IgE, skin prick tests) and blood eosinophils within asthmatic populations, non‐asthmatic patients or in general population‐based cohorts. These studies needed to report lung function at a point between infancy until maximum lung function was attained (age 21‐26). Studies presenting a mean lung function of subjects that had an age range >2 years were excluded to avoid aggregating lung function data from subjects at different stages of development. In studies reporting findings from two or more cohorts, in which not all cohorts matched the inclusion criteria, relevant data were extracted only from cohorts that matched our inclusion criteria. Letters to editors were not included in this systematic review as this format would not allow us to verify the extensive inclusion criteria or perform a complete quality analysis. Backward citation search was performed by screening references (using title and abstract) in all full‐text assessed papers for possible inclusion.
TABLE 2.
Inclusion and exclusion criteria
Inclusion criteria | Exclusion criteria |
---|---|
Longitudinal cohort studies and clinical trials with observational follow‐up | Letter to editors, meeting abstracts, case reports and literature reviews |
Age of subjects 0‐26 y | >2‐yr age range for mean lung function measurement |
Subjects from population‐based cohorts or hospital‐based cohorts | Ascertainment of risk factor not preceding lung function measurement (cross‐sectional studies only) |
Papers published before 01.01.2020 | |
Publications written in English | |
Predictors of outcome:
|
|
Lung function derived from:
|
Abbreviations: BHR, bronchial hyper‐responsiveness; IgE, immunoglobulin E; SPT, skin prick test.
2.3. Study population
The aim of this systematic review was to study the development of lung function in subjects with asthma or allergy compared with a non‐affected population. We investigated lung function development between the ages of 0 and 26 as this period comprises lung growth from birth until peak lung function in early adulthood. Subjects could be derived from both hospital and population‐based cohorts. As asthma and allergies are highly heterogeneous conditions, different candidate risk factors were chosen that characterize these. These risk factors could be defined at a specific point in time (eg asthma at age 6) or could be based on longitudinal phenotype modelling. Comparison of lung function between affected and non‐affected subjects could be performed within the same population, within a separate general population‐based cohort or by utilizing standard reference values. Studies with outcome parameters derived from spirometry, forced oscillation technique (FOT), multiple‐breath washout (MBW) and body plethysmography were included. Separate analyses were performed for outcome parameters reflecting the large airways (eg FEV1: forced expiratory volume in one second, FVC: forced vital capacity, FEV1/FVC) and the small airways (eg FEF25‐75: forced expiratory flow at 25%‐75% of FVC, sRaw: specific airway resistance, MMEF: maximal mid‐expiratory flow, R5: resistance at 5 Hz, fres: resonance frequency). We classified sRaw and MMEF as small airway parameters, although large airway obstruction could also affect this outcome, thereby making it a mixed parameter. VmaxFRC (maximum forced expiratory flow at functional residual capacity) derived from rapid chest compression in infancy was reported if the study met requirements of lung function testing later during development.
2.4. Data extraction
Information on study design, candidate risk factors and lung function outcomes was collected from included papers. Results were grouped according to which type of lung function outcome was presented: estimated lung function trajectories using, for example, latent class analysis (LCA), calculated change in lung function over time (growth) and lung function levels at specific time points. If included studies provided sex‐stratified associations, findings were included in the same manner in review. Definitions used for periods of development and phenotype development are provided in Appendix S3. Quality assessment of included studies was performed using a modified Newcastle‐Ottawa Quality Assessment Scale for cohort studies 14, 15 (see Appendix S2). Information relating to quality assessment was collected from the included paper, the supplementary data or the official cohort profile. All studies with 6 or more stars were classified as high quality, while studies with 4‐5 stars were classified as moderate. In the quality assessment, the following criteria were reviewed:
Representativeness of the exposed cohort (eg non‐selected general population‐based birth cohorts)
Selection of the non‐exposed cohort (selection from the same cohort as exposed subjects or a separate cohort).
Ascertainment of exposure/candidate risk factor (eg structured interview vs. self‐reported observations).
Comparability of cohorts (degree of study control for the following confounders: age, height and sex)
Duration of follow‐up (studies with more than 2‐year follow‐up were awarded a star)
Adequacy of follow‐up (degree of follow‐up and description of subjects lost to follow‐up)
3. RESULTS
3.1. Search results
The literature search strategy identified 7127 records (Figure 2). After removal of duplicate records, 4466 records were reviewed using title and abstract. Of these, 114 full‐text papers were assessed for eligibility resulting in 43 included studies. Backward citations from selected papers yielded an additional 2 studies bringing the total number of papers in the final analysis to 45.
3.2. Characteristics of studies
Of the 45 selected papers, 38 were population‐based,4, 5, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51 6 were clinical/hospital‐based or high‐risk cohorts,52, 53, 54, 55, 56, 57 and one was a clinical trial with observational follow‐up.3 In total, 23 different cohorts were identified (Figure S1), of which 15 were birth cohorts (Tables 3, 4,S1). Seven studies reported lung function trajectories (Table 3). These studies mainly captured differences in lung function levels that remained stable throughout development. Next, 14 studies reported associations with lung function growth during a defined period until early adulthood (Table 4), while 33 papers reported associations with lung function levels (Table S1).
TABLE 3.
Studies on lung function trajectories
First author | Cohort | Type and age lung function measurement(s) | End‐points | Predictors of outcome |
Main findings (S: significant, NS: non‐significant) |
---|---|---|---|---|---|
Schultz46 |
BAMSE (n = 1425) Population‐based birth cohort |
Spirometry at 8 and 16 y |
Lung function trajectory: Low Normal/high Large airways: FEV1 |
Asthma/wheeze |
S: early wheeze and asthma ever till age 8 were associated with a low FEV1 trajectory (<25th percentile at 8 and 16 y of age). Prevalence of early wheeze: 25% in low trajectory and 12% in normal/high trajectory. Prevalence of asthma: 23% in low trajectory and 14% in normal/high trajectory. NS: Current wheeze at age 8 was not associated with a low FEV1 trajectory |
Allergic sensitization (IgE) | NS: allergic sensitization at age 8 was not associated with a low FEV1 trajectory (<25th percentile at 8 and 16 y of age). | ||||
Belgrave45 |
MAAS (n = 1046) Population‐based birth cohort ALSPAC (n = 1390) Population‐based birth cohort |
MAAS: spirometry at 5, 8, 11 and 16 y ALSPAC: Spirometry at 8, 15 and 24 yars |
Lung function trajectory: Persistently high Normal Below average Persistently low Large airways: FEV1 |
Asthma, wheeze | S: asthma and wheeze throughout the follow‐up period were associated with a persistently low FEV1 trajectory (see appendix of original paper for exact data) |
BHR (yes/no) | S: BHR (ALSPAC at ages 15 and 24 and MAAS at ages 5, 8, 11 and 16) was associated with a persistently low FEV1 trajectory. | ||||
Allergic sensitization (skin prick test) |
S: allergic sensitization in early childhood in MAAS was associated with a persistently low FEV1 trajectory. NS: allergic sensitization in adolescence (MAAS) or at age 7 (ALSPAC) was not associated with a persistently low FEV1 trajectory |
||||
McGeachie3 |
CAMP (n = 684) Randomized controlled trial with extended follow‐up in asthmatic patients |
Spirometry (age 5/12‐26/30) |
Lung function trajectory: Normal growth Reduced growth Normal growth, early decline Reduced growth, early decline Large airways: FEV1 |
BHR severity | S: more severe BHR (at inclusion) was associated with a reduced FEV1 growth pattern (OR for reduced growth compared with normal growth: 0.61 per unit change in log‐transformed mg per mL) |
Allergic sensitization (skin prick test) | S: subjects with a ‘reduced growth and early decline’ trajectory had a greater number of positive skin prick tests at enrolment compared with subjects with a ‘normal growth’ trajectory (OR for ≥3 positive skin tests vs. <3:2.42) | ||||
Rasmussen23 |
Dunedin, New Zealand (n = 788) Population‐based birth cohort |
Spirometry at 18 and 26 y |
Lung function trajectory: Consistently normal Variable Consistently low Large airway: (FEV1/VC) |
Asthma | S: asthma reported at any time during the study (between age 9 and 26) was associated with a consistently low FEV1/VC trajectory between ages 18 and 26. Prevalence of asthma: males: 68% in consistently low and 30% in consistently normal, females: 82% in consistently low and 30% in consistently normal |
BHR (yes/no) | S: BHR at age 9 was associated with a consistently low FEV1/VC trajectory. Prevalence of BHR: males: 55% in consistently low and 17% in consistently normal, females: 57% in consistently low and 14% in consistently normal | ||||
Allergic sensitization (skin prick test): House dust mite Cat Atopy IgE |
S: allergic sensitization to house dust mite or to cat at age 21 was associated with a consistently low FEV1/VC trajectory. Prevalence of house dust mite sensitization: males: 57% in consistently normal and 78% in consistently low, females: 51% in consistently normal and 90% in consistently low. Prevalence of sensitization to cat: males: 28% in consistently normal and 48% in consistently low, females: 25% in consistently normal and 50% in consistently low. Higher levels of IgE at ages 11 and 21 were also associated with a consistently low trajectory in females. Age 11 IgE: consistently normal 4.6 (ln), consistently low 5.6 (ln). Age 21 IgE: consistently normal 3.7 (ln), consistently low 5.0 (ln). NS: atopy at age 13 or 21 (at least one SPT ≥2 mm) was not associated with a consistently low FEV1/VC trajectory. Sensitization to house dust mite and cat at age 13 was not associated with a consistently low FEV1/VC trajectory |
||||
Berry43 |
TCRS (n = 599) Population‐based birth cohort |
Spirometry at 11, 16, 22, 26 and 32 y |
Lung function trajectory: Persistently low Normal Large airways: FEV1/FVC |
Asthma | S: asthma between the ages of 6 and 32 (survey age 6, 11, 22, 26 and 32) was associated with a persistently low FEV1/FVC trajectory. Prevalence of asthma ranged from 7.7% to 18.0% in the normal trajectory and from 26.4% to 43.9% in the persistently low trajectory |
Karmaus48 |
IoW birth cohort (n = 1157) Population‐based birth cohort |
Spirometry at 10, 18 and 26 y |
Lung function trajectory: low high Large airways: FVC, FEV1, FEV1/FVC: low high Lung function trajectory: low medium high Small airways: FEF25‐75 |
Asthma |
Males S: asthma at ages 4, 10, 18 and 26 was associated with a low FEV1/FVC and FEF25‐75 trajectory. Asthma at ages 4, 10 and 26 was associated with a low FEV1 trajectory. NS: asthma at ages 4, 10, 18 and 26 was not associated with a low FVC trajectory. Asthma at age 16 was not associated with a low FEV1 trajectory Females S: asthma at ages 10, 18 and 26 was associated with a low FEV1/FVC and FEF25‐75 trajectory. Asthma at age 18 was associated with a low FEV1 trajectory (see appendix of original paper for exact data). NS: asthma at age 4 was not associated with a low FEV1/FVC or FEF25‐75 trajectory. Asthma at ages 4, 10 or 26 was not associated with a low FEV1 trajectory |
Allergic sensitization (skin prick test) |
Males S: allergic sensitization at age 4 was associated with a low FEV1/FVC trajectory (RR 1.64). Females S: Allergic sensitization at age 4 was associated with a low FEV1, FVC and FEF25‐75 trajectory (RR 1.32) |
||||
Bui47 |
TAHS (n = 2438) Population‐based birth cohort |
Spirometry at 7, 13, 18, 45, 50 and 53 y |
Lung function trajectory: Persistently high Average Below average Persistently low Early below average, accelerated decline Early low, accelerated growth, normal decline Large airways: FEV1 |
Asthma |
S: childhood asthma (during the first 7 y of life) was associated with the persistently low (OR 1.7 compared with the average trajectory) and the early below average, accelerated decline (OR 3.1 compared with the average trajectory) FEV1 trajectory. NS: Childhood asthma was not associated with early low, accelerated growth, normal decline or persistently high FEV1 trajectory |
Allergic rhinitis |
S: allergic rhinitis (during the first 7 y of life) was associated with the early below average, accelerated decline FEV1 trajectory (OR 2.0 compared with the average trajectory). NS: allergic rhinitis was not associated with the other lung function trajectories. |
||||
Food allergy | NS: food allergy (during the first 7 y of life) was not associated with a lung function trajectory |
In papers reporting significant associations without providing estimates, these estimates were recorded as missing in the results. All lung function outcomes are pre‐salbutamol unless otherwise specified.
Abbreviations: BHR, bronchial hyper‐responsiveness; FEF25‐75, forced expiratory flow at 25%‐75% of FVC; FEV1, forced expiratory volume in 1 s; FVC, forced vital capacity; IgE, immunoglobulin G; n, based on number of subjects with lung function measurement relevant to analysis; NS, not significant; OR, odds ratio; RR, risk ratio; S, significant; VC, vital capacity.
TABLE 4.
Studies on lung function growth
First author | Cohort | Age lung function measurement(s) | End‐points | Predictors of outcome |
Main findings (S: significant, NS: non‐significant) |
---|---|---|---|---|---|
Hallberg30 |
BAMSE (n = 1957) Population‐based birth cohort |
Spirometry at 4 and 8 y |
Lung function growth (4‐8 y) Large airways: PEF |
Asthma phenotypes: Never Transient Persistent Late onset |
S: Transient asthma (−5.8 L/min) had a lower growth in PEF compared with never asthma. NS: persistent or late‐onset asthma was not associated with growth in PEF |
Hallberg41 |
BAMSE (n = 2355) Population‐based birth cohort |
Spirometry at 8 and 16 y |
Lung function growth (8‐16 y) Large airways: FEV1, FVC, FEV1/FVC Small airways: FEF50 |
Asthma phenotypes: Never Early transient Early persistent Late onset |
S: early persistent (FEV1 −262 mL, FEF50 −668 mL) and late‐onset asthma (FEV1 −124 mL, FEF50 −350 mL) had lower growth in FEV1 and FEF50, compared with never asthma. Early transient asthma had lower growth in FEF50 (−221 mL) NS: early transient asthma was not associated with growth in FEV1. No asthma phenotypes were associated with growth in FEV1/FVC |
Bisgaard53 |
COPSAC2000 (n = 336) High‐risk birth cohort (children from asthmatic mothers) |
Raised volume rapid thoracic compression in neonatal period. Spirometry at age 7 |
Lung function growth (0‐7 y) Large airways: FEV1, FVC, FEV1/FVC Small airways: FEF50 |
Asthma | S: asthma at the age of 7 was associated with a lower growth in FEV1 (Z‐score −0.62) and FEF50 (Z‐score −0.69) from infancy until the age of 7 compared with no asthma |
Blood eosinophils | NS: blood eosinophils (at age 6) were not associated with lung function growth between the ages of 0 and 7 | ||||
Hallas56 |
COPSAC2000 (n = 367) High‐risk birth cohort (children from asthmatic mothers) |
Raised volume rapid thoracic compression in neonatal period. Spirometry half‐yearly between 5 and 7 y and at 13 y. Whole‐body plethysmography half‐yearly between 3 and 7 and at 13 y |
Lung function growth (0‐13 y) Large airways: FEV1 Small airways: MMEF, sRaw |
Asthma phenotypes: Ever asthma, Never asthma Asthma remission |
NS: asthma during the first 13 y of life was not associated with a lower lung function growth compared with never asthma. Asthma remission was not associated with catch‐up growth up until the age of 13 |
Asthma and allergic sensitization (skin prick test, IgE) | NS: asthma and concurrent allergic sensitization (at age 13) was not associated with a lower lung function growth (FEV1, MMEF or sRaw) from 1 month until age 13 compared with asthma and no allergic sensitization | ||||
Duijts44 |
ALSPAC (n = 7278) Population‐based birth cohort |
Spirometry at ages 9 and 15 |
Lung function growth (9‐15 y) Large airways: FEV1, FEV1/FVC Small airways: FEF25‐75 |
Wheezing phenotypes: Transient early Prolonged early Intermediate onset Late onset Persistent Never/infrequent |
S: Prolonged early (FEV1/FVC −0.23 SDU, FEF25‐75 − 0.10 SDU) and persistent (FEV1/FVC −0.27 SDU, FEV1 −0.13 SDU) wheezing had lower growth in FEV1/FVC and FEF25‐75 compared with never/infrequent wheezing NS: transient, intermediate‐onset or late‐onset wheezing was not associated with a different growth in FEV1/FVC and FEF25‐75 compared with never/infrequent wheezing. No association between wheezing phenotypes and growth in FEV1 was found |
Belgrave38 |
MAAS (n = 1051) Population‐based birth cohort |
Whole‐body plethysmography at ages 3, 5, 8 and 11 |
Lung function growth (3‐11 y) Small airways: sRaw |
Wheezing phenotypes: No wheezing Transient early Late onset Persistent |
S: Persistent wheezing had a larger increase in sRaw (0.011 kPa/s‐1 /y) over time compared with no wheezing. NS: transient and late‐onset wheezing were not associated with change in sRaw between ages 3 and 11 |
Allergic sensitization phenotypes (skin prick test and IgE): Non‐atopic Dust mite Non‐dust mite Multiple early Multiple late |
S: The multiple early (0.011 kPa/s‐1 /y) and multiple late (0.008 kPa/s‐1 /y) trajectories had a larger increase in sRaw compared with non‐atopic | ||||
Sherrill16 |
Dunedin, New Zealand (n = 696) Population‐based birth cohort |
Spirometry at 9, 11, 13 and 15 y |
Lung function growth (9‐15 y) Large airways: FEV1, VC, FEV1/VC |
Wheezing phenotypes: Severe wheezing Moderate wheezing Occasional wheezing Non‐wheezing |
S: moderate wheezing (between the ages of 3 and 15) (−0.053 L/y) had a lower FEV1 growth compared with non‐wheezing. Occasional wheezing (0.031 L/y) had a greater VC growth compared with non‐wheezing. Severe (0.499%/y) and moderate wheezing (0.303% /y) had a higher growth in FEV1/VC compared with non‐wheezing. NS: severe and occasional wheezing were not associated with FEV1 growth. Severe and moderate wheezing were not associated with VC growth |
BHR severity: Hyper‐responsive Mildly responsive Non‐responsive Consistently responsive Remission New responders Consistently non‐responsive |
S: mild (−0.032 L/y) and hyper‐responsive (−0.045 L/y) BHR were associated with a lower FEV1 growth compared to non‐responders. Mildly responsive BHR (−0.023 L/y) was associated with a lower VC growth. Hyper‐responsive BHR (−0.394%/y) was associated with a lower growth in FEV1/VC. Consistent responders and new responders had a lower FEV1 and FEV1/VC growth compared with never responders (means not provided). NS: hyper‐responsive BHR was not associated with a VC growth. Mildly responsive BHR was not associated with FEV1/VC growth. Subjects who went into remission did not have a different lung function growth compared with consistently non‐responsive BHR |
||||
Sears4 |
Dunedin, New Zealand (n = 613) Population‐based birth cohort |
Spirometry at 9, 11, 13, 15, 18, 21 and 26 y |
Lung function growth (9‐26 y) Large airways: FEV1/FVC |
Wheezing phenotypes: Persistent from onset Relapse Remission Intermittent Transient Never wheeze |
NS: Growth in FEV1/FVC was not different for any wheezing phenotypes compared with never wheezing |
Arshad37 |
IoW birth cohort (n = 181 at age 18) Population‐based birth cohort |
Spirometry at 10 and 18 y |
Lung function growth (10‐18 y) Large airways: FEV1, FVC Small airways: FEF25‐75 |
Asthma groups: Persistent Remission |
Males S: Remission of asthma (2.6 L) was associated with a higher growth in FEV1 (between 10 and 18 y) compared with persistent asthma (2.4 L). Remission of asthma (2.7 L) was associated with a higher growth in FEF25‐75 compared with persistent asthma (2.1 L). NS: No asthma groups were associated with growth in FVC. Females NS: Remission of asthma was not associated with a difference in lung function growth compared to subjects with persistent asthma |
Kurukulaaratchy33 |
IoW birth cohort (n = 418, male 186, female 232) Population‐based birth cohort |
Spirometry at 10 and 18 y |
Lung function growth (10‐18 y) Large airways: FEV1, FVC, FEV1/FVC Small airways: FEF25‐75 |
Asthma groups: Adolescent‐onset Never‐asthma |
Males NS: subjects with adolescent‐onset asthma did not have a different growth in lung function compared with never asthma. Females S: subjects with adolescent‐onset asthma (1.36 L) had a lower growth in FEV1 (between 10 and 18 y compared with never asthma (1.52 L). NS: asthma groups were not associated with growth of FVC, FEV1/FVC and FEF25‐75 |
Morgan 5 |
TCRS (n = 826) Population‐based birth cohort |
Partial expiratory flow volume manoeuvre at age 6. Spirometry at ages 11 and 16 |
Lung function growth (6‐16 y) Large airways: VmaxFRC Small airways: FEF25‐75 |
Wheezing phenotypes: Never Transient early Late onset Persistent |
NS: None of the wheezing phenotypes had a different lung function growth compared with never wheezing |
Jȩdrychowski21 |
Krakow, Poland (n = 1001) Population‐based cohort |
Spirometry at 9 and 11 |
Lung function growth (9‐11 y) (binary: slow lung function growth (SLFG)=lowest quintile of growth) Large airways: FEV1, FVC Small airways: FEF25‐75 |
Asthma/wheezing phenotypes: Healthy New cases Continued Remission |
S: Continued asthma between the age of 9 and 11 was associated with a higher prevalence of SLFG (FEV1 OR 3.46, FVC OR 3.40 and FEF25‐75 OR 5.84) compared with healthy subjects. New symptoms of asthma between the age of 9 and 11 were associated with SLFG for FEV1 (OR 1.46) between the age of 9 and 11. Remission of asthma symptoms was associated with SLFG for FEF25‐75 (OR 2.63). NS: remission of asthma symptoms was not associated with SLFG for FEV1 or FVC |
Nakadate18 |
Ibaraki, Japan (n = 325) Population‐based cohort |
Spirometry at 10 and 14 |
Lung function growth (10‐14 y) Large airways: FEV1, FVC Small airways: FEF50, FEF25 |
Asthma categories: Category A: asthma at first survey (10 y) Category B: bronchitis or pneumonia at first survey (10 y) Category C: no asthma, bronchitis or pneumonia at any time during follow‐up |
S: Category A (−79 mL/s year) was associated with a lower annual growth in FEF25 compared with Category C (8 mL/s/y). NS: category A was not associated with a different growth in FEV1, FVC or FEF50 compared with Category C |
Weiss17 |
Boston, USA (n = 602) Population‐based cohort |
Spirometry annually during the 13‐y of follow‐up starting at enrolment (age 5‐9) |
Lung function growth (5‐9 to 18‐22 y) Large airways: FEV1, FVC Small airways FEF25‐75 |
Asthma categories: Active asthma Inactive asthma No asthma |
Males S: active asthma (−4.18% /y) was associated with a lower growth in FEF25‐75% predicted compared with no asthma. Active asthma (2.45% /y) was associated with a higher growth in FVC % predicted compared with no asthma. NS: No association was seen for growth in FEV1. Females S: active asthma (−2.12% /y) was associated with a lower growth in FEV1% predicted compared with no asthma. Active asthma (−5.75% /y) was associated with a lower growth in FEF25‐75% predicted compared with no asthma. NS: no significant association was seen for growth in FVC. NS: inactive asthma was not associated with differences in lung function growth compared with no asthma |
In papers reporting significant associations without providing estimates, these estimates were recorded as missing in the results. All lung function outcomes are pre‐salbutamol unless otherwise specified.
Abbreviations: BHR: bronchial hyper‐responsiveness; FEF25‐75: forced expiratory flow at 25% and 75% of FVC; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; IgE: immunoglobulin G; MMEF: maximal mid‐expiratory flow; n: based on number of subjects with lung function measurement relevant to analysis; NS: not significant; PEF: peak expiratory flow; S: significant; sRaw: specific airway resistance; VC: vital capacity; VmaxFRC: maximum forced expiratory flow at functional residual capacity.
Separate lung function trajectories that capture differences in growth in an affected population relative to a control group were identified in two studies.3, 47 Small airway parameters were included in 22 studies,5, 17, 31, 33, 35, 36, 37, 38, 41, 44, 48, 49, 52, 53, 56 of which FEF25%‐75% was the most frequently used. Of the 45 included studies, one had a moderate level of quality, while the remaining had a high level (Appendix S2). Due to the overall high quality, differences in quality were not considered when reporting or interpreting findings from included studies. Different strategies in ascertainment of exposure, that is candidate risk factor, contributed to the greatest variation in quality amongst selected studies. The most frequent biases were use of parental questionnaires and observations to ascertain the presence of a risk factor.
3.3. Asthma and wheezing
3.3.1. Lung function trajectories
Asthma and wheezing
Asthma and/or wheezing were associated with a lower‐than‐normal lung function trajectory from childhood until adolescence 45, 46 and until early adulthood.43, 45, 47, 48 The trajectories identified differences in lung function level over time but not growth rate during development. Asthma in childhood was associated with lower lung function trajectories for both small and large airways until early adulthood.48
3.3.2. Lung function growth
Asthma and wheezing
Asthma and/or wheezing before the age of 7 30, 53 and later in childhood 21 were associated with a lower lung function growth during childhood. Asthma and/or wheezing during childhood 18, 41 and during adolescence 16, 17 were associated with a lower lung function growth during adolescence. Adolescent‐onset asthma was associated with a lower FEV1 growth in females between ages 10 and 18, but not in males.33 Interestingly, remission of asthma in males during the same period of development was associated with a greater gain in FEV1 and FEF25‐75 from childhood to early adulthood when compared to subjects with a persistent asthma phenotype.37 However, another study reported that remission of asthma during childhood was not associated with catch‐up growth from infancy until the age of 13.56 Asthma and/or wheezing was significantly associated with lower growth of large and small airway parameters during childhood in three out of four studies 17, 21, 53 ; one study did not confirm this.33 Lower lung function growth during childhood in subjects with asthma 56 and wheezing 38 using sRaw (ie higher sRaw) and small airways expiratory flows (higher MMEF) during childhood 56 was reported in two independent studies.
Wheezing phenotypes
A persistent wheezing phenotype was associated with a larger increase in specific airway resistance (sRaw) during childhood compared with the never‐wheezing subjects.38 Early transient,41 prolonged early,44 persistent 41, 44 and late‐onset 41 wheeze were associated with a lower lung function growth from childhood until adolescence. The association for persistent wheezing was reported in studies using both LCA and a hypothesis‐driven approach combined with asthma treatment records for phenotype development. In contrast, one study found that growth of FEF25‐75 from age 6 until 16 in subjects with any of the reported wheezing phenotypes was not significantly different from non‐wheezing subjects.5 Although phenotype definition was also defined a priori, this study differed from Hallberg et al in that persistence of wheeze was based solely on reporting during the first 6 years of life. Another study that incorporated reporting of wheeze between the ages of 9 and 26 reported no difference in the change in FEV1/FVC between the ages 9 and 26 between subjects with any wheezing phenotype compared with the never‐wheeze reference group.4
3.3.3. Lung function at distinct stages of development
Asthma and wheezing
A history of asthma or wheezing before the age of 7 22, 26, 30, 39, 40, 41, 51 and later in childhood 20, 28, 39, 52 was associated with lower lung function levels during childhood. Childhood asthma was associated with a lower lung function in adolescence, which persisted into adulthood in two studies.20, 52 Persistence of asthma from childhood to adulthood was associated with lower FEV1 during early adulthood.37 Remission of asthma during adolescence was associated with higher FEV1/FVC level in early adulthood when compared to subjects with persistent asthma.54 We identified no studies investigating the difference in lung function levels between subjects with asthma remission and never asthma.
Wheezing phenotypes
Transient 19, 36 and persistent 36 wheezing phenotypes were associated with a lower lung function in infancy. An association between wheezing phenotype and lung function for transient wheezing was observed in studies using both LCA and a hypothesis‐driven approach for phenotype development, while an association for persistent wheezing was only reported in the ALSPAC cohort using LCA. At age 3, persistent wheezing was associated with a higher sRaw (ie higher resistance) when compared to non‐wheezers at age 3. At age 5, both transient and persistent wheezing phenotypes were associated with a higher sRaw.27
Later in childhood, (early) transient,5, 19, 24, 25, 27, 29, 31, 32, 35, 36, 40, 49 persistent,5, 19, 24, 25, 27, 29, 31, 32, 35, 36, 40, 49 prolonged early 29 and late‐onset wheezing 25, 29, 35, 40 were associated with lower lung function levels when compared to non‐affected control subjects. Associations with lung function for (early) transient, late‐onset and persistent wheezing were observed in studies using both a hypothesis‐driven approach 5, 19, 24, 25, 27, 31 and LCA.29, 32, 35, 36, 40, 49 Transient (early),5, 44 prolonged early,44 intermediate‐onset,44 late‐onset 44 and persistent 5, 44 wheezing phenotypes were also associated with lower lung function levels in adolescence. Transient wheezing was the only phenotype developed using both LCA and a hypothesis‐driven approach to be associated with a lower lung function level in adolescence. Granell et al found that phenotypes with early childhood‐onset wheezing persisting into adolescence were associated with FEV1/FVC and FEF25‐75; however, no association was seen for FEV1.50 In one study, a persistent wheezing phenotype was associated with lower lung function levels in adulthood.4 Ten studies included both small and large airway parameters in their analysis with asthma and/or wheezing (including longitudinal phenotypes thereof).5, 25, 28, 29, 33, 35, 36, 41, 49, 52 All these papers found that asthma and/or wheezing were associated with both reduced large and small airway parameters.
3.4. Bronchial hyper‐responsiveness
3.4.1. Lung function trajectories
BHR, measured in childhood, adolescence and adulthood, was associated with a lower‐than‐normal lung function trajectory in childhood, up to early adulthood.23, 45 One study reported that more severe BHR in childhood was associated with a reduced lung function growth trajectory based on FEV1.3 No studies reported the association between BHR and trajectories of the small airways.
3.4.2. Lung function growth
More severe BHR measured in childhood and adolescence was associated with a lower growth of FEV1, FEV1/VC and VC from age 9 to 15 until adolescence.16 Adolescent‐onset BHR was associated with a lower growth pattern of FEV1 in adolescence compared with subjects without BHR,16 whereas remission of BHR was not associated with lower lung function growth until adolescence compared with subjects who were never–BHR‐responsive.16 No studies analysed the association between BHR and small airway growth.
3.4.3. Lung function at distinct stages of development
The presence of BHR in childhood and until adulthood was associated with a lower FEV1 and FEV1/FVC level in early adulthood.20, 23 No studies reported associations between BHR and small airway lung function.
3.4.4. Atopic sensitization
Lung function trajectories
Allergic sensitization between the ages of 3 and 11 was associated with a persistently low FEV1 trajectory until adolescence,45, 48 but this association was not seen for sensitization in adolescence.45 Another study also reported no association between allergic sensitization at age 8 and a low lung function trajectory during adolescence.46 A higher number of positive skin prick tests in childhood were associated with a lower FEV1 trajectory until adulthood compared to subjects with a normal trajectory.3 Allergic sensitization in adulthood to house dust mite or to cat in adulthood was associated with a consistently lower FEV1/VC trajectory in adulthood,23 whereas food allergy was not associated with any lung function trajectory.47 Allergic rhinitis was associated with an ‘early below average, accelerated decline’ trajectory.47 Allergic sensitization in early childhood was associated with both small and large airway trajectories in females.48 In males, allergic sensitization at age 4 was only associated with a low FEV1/FVC trajectory but not with the trajectory of the small airway parameter (ie FEF25‐75).48
Lung function growth
Sensitization to multiple allergens early in life was associated with an increase in sRaw between the ages of 3 and 11 compared with non‐atopic subjects.38 Asthma with concurrent allergic sensitization, measured at age 13, was not associated with a lower degree of lung function growth in large and small airway parameters from infancy until the age of 13, compared to subjects with asthma without allergic sensitization.56 None of the papers assessed the role of allergic rhinitis in lung function growth.
Lung function at distinct stages of development
At age 3, a positive skin prick test was associated with a higher sRaw in non‐wheezing subjects compared with the non‐atopic non‐wheezing group.22 A combined wheezing and atopic phenotype in childhood was associated with a lower FEV1 and FEV1/FVC at age 7.57 In two separate cohorts, sensitivity to a wide variety of allergens, including mite, pollens, cat and dog around age 10/11, was associated with a lower FEV1 and FEV1/FVC.34 Early sensitivity to mite, grass and tree pollens with later onset of sensitivity to pets was associated with a lower FEV1 at age 11 (based on sensitivity testing at ages 1, 3, 5, 8 and 11).34 Allergic sensitization to cat dander at age 13 was associated with a lower FEV1 level between the ages of 9 and 15.16 In one study, atopic wheeze was associated with lower lung function parameters of both large and small airways (FEV1, FEV1/FVC, FEF75 and FEF25) at age 7 compared with no wheeze.28 For subjects with early‐onset timothy grass sensitization and a dust mite sensitization trajectory (based on sensitization profiles at ages 5, 8 and 11 years), a lower FEV1 was reported at age 11.42 At ages 8‐9, a late‐onset allergic rhinitis phenotype was associated with lower FEV1 and FEF25‐75 compared with the reference group.49 Atopic wheeze was associated with lower FEV1, FEV1/FVC, FEF75 and FEF25 at age 7 compared with no wheezing.28 A late‐onset allergic rhinitis phenotype was associated with lower large and small airway parameters (FEV1, FEF25‐75 and FEV1/FVC).49
Blood eosinophils
Only one study reported associations of blood eosinophils with lung function outcomes. No association between blood eosinophils at age 6 and lung function growth (FEV1, FVC, FEV1/FVC and FEF50) between 0 and 7 years was found for either large or small airway parameters.53
4. DISCUSSION
4.1. Main findings
Asthma and different patterns of wheezing are associated with a low lung function trajectory in childhood, adolescence and up to early adulthood.43, 45, 46, 47, 48 Additionally, BHR is a strong risk factor for low lung function in childhood up to adolescence.3, 45 Most studies report this for large airways parameters (FEV1, FEV1/FVC), with a paucity of studies of the small airways. In asthmatic and wheezing children, reduced lung function growth appears to occur mainly in early childhood, after which lung function often tracks at a parallel, but lower level to that of non‐affected individuals.4, 5, 43 Allergic sensitization 45 and allergic rhinitis 47 are also associated with lower‐than‐normal lung function trajectories, yet results varied. The timing of allergic sensitization (preschool age) and the level of sensitization (polysensitization) appeared to be strongly predictive of low lung function growth.3, 34, 38
4.2. Lung function development until peak function in subjects with asthma or wheezing
Many children with asthma or wheezing have a lower lung function level and lower lung function growth, and reach a lower peak lung function in early adulthood compared with a control population,43, 45, 46, 47, 48 possibly predisposing them to COPD.3 This is likely attributed to a lower degree of lung function growth during early childhood 30, 53 after which lung function growth tracks parallel to non‐asthmatic controls.4, 5 Consequently, early childhood should be identified as a key period of development in which exposure to risk factors such as asthma and wheezing play an integral role in lung function growth. Despite this, the association of adolescent‐onset BHR with a lower lung function growth pattern suggests that lung function development can change after childhood as well.16 This is further emphasized by the improvement in lung function in early adulthood in subjects with asthma remission, relative to subjects with persistent asthma.37, 54 These observations were done in mainly population‐based studies that include children with mild asthma. Thus, future studies should also address lung growth in children with persistent, moderate‐to‐severe asthma, since evidence suggests that lung growth up to the plateau may be limited.3 The heterogeneity of lung function development is further increased by sex‐related differences,17, 33, 48 and future research should therefore incorporate sex‐stratified analyses to further explore these differences.
Asthma is a highly heterogeneous condition, which can present as several phenotypes with varying degrees of severity. Based on findings presented in this systematic review, a greater disease severity, manifested by earlier onset and persistence of asthma and or wheezing, was associated with lung function deficits throughout development compared with the control population. In addition to an earlier onset and persistence of symptoms, the number of exacerbations may be important as well in subjects with asthma. In this systematic review, we did not include exacerbations as a candidate risk factor for lung function growth. However, the number of exacerbations in children with asthma and wheezing has been reported to be predictive of a lower lung function throughout childhood compared to children with asthma and no exacerbations.38, 58 As such, accurate recognition of asthma exacerbations and timely intervention to treat and prevent exacerbations may be warranted to preserve optimal lung function growth.
4.3. Preschool asthma, wheezing phenotypes and lung function
Asthma predominantly starts in preschool life, often as recurrent wheezing episodes. Different patterns of wheeze were associated with low lung function in childhood and adolescence. After the seminal publication by Martinez et al,19 describing transient early wheeze, late‐onset wheeze and persistent wheeze in early childhood, these patterns of wheezing onset and persistence have been confirmed in other cohorts and by machine learning approaches.29, 32, 35, 36, 38, 40, 44, 49, 59, 60 Children with an early transient wheeze had a lower lung function compared with persistent, late‐onset and never‐wheezing phenotypes at the age of 2 months, prior to onset of wheezing and that lung function remained at a lower level during childhood in this group,19 with a replication study yielding conflicting results.25 Direct comparison is made difficult by different approaches in establishing the wheezing phenotypes. Later in childhood, transient wheeze phenotypes were still associated with lower lung function levels.5, 19, 24, 25, 27, 29, 31, 32, 35, 36, 40, 49 This supports the hypothesis that transient wheeze early in life is likely the clinical presentation of congenitally narrow airways predisposing to wheeze, especially during viral infections. Following growth of airway calibre, wheezing resolves in most subjects; however, a lower lung function remains.
The early persistent, intermediate and late‐onset wheezing phenotypes have also been associated with low lung function growth until adolescence and early adulthood.59 Furthermore, the association of persistent,32, 59 intermediate 32, 44, 59 and late‐onset wheezing phenotypes 32, 44, 59 with a later diagnosis of asthma in childhood suggests that these wheezing phenotypes have a stronger relation to asthma and reflect ongoing inflammatory airway disease. Children with persistent wheeze had a lower lung function in infancy compared with never‐wheezing subjects in the SWS study,36 but this was not replicated for persistent or late‐onset wheeze phenotypes in the Tucson study.19 A direct comparison is, however, not possible due to differences in phenotype modelling. Low lung function in early life may be a reflection of a more severe asthma phenotype with earlier onset, thereby being both causally and consequentially related to a lower lung function growth. Since almost all studies were done in general populations, it is likely that these observations reflected milder asthma, as severe asthma has a low prevalence in the general population.61
4.4. Risk factors for lung function development: BHR, atopy and eosinophils
BHR is a universally recognized hallmark of asthma and has been associated with lower lung function in childhood,62, 63 adolescence 16 and adulthood,4, 20, 23, 64 making it a prime risk factor for adverse lung function growth. The notion of BHR as strong predictor of lower lung function growth is supported by the association of adolescent‐onset BHR with a lower lung function growth pattern in that period of life.16 In parallel, improvement in lung function growth, which may be seen as catch‐up growth, was observed in adolescent subjects with BHR remission.16 These findings suggest that lung function growth is amendable to change after childhood as well.
The use of inhaled corticosteroids (ICS) has not shown to improve lung function growth in subjects with asthma 65 ; however, a sparsity of information exists on the topic. Use of ICS amongst subjects with asthma has furthermore been associated with a lower lung function level during development in several studies.4, 23, 52 However, interpretation of the association between ICS and lung function growth in a non‐randomized setting is complicated as ICS use suggests a more severe asthma phenotype. There was a paucity of studies investigating the association between blood eosinophils and lung function growth. Recently published research has shown that blood eosinophils in adolescent subjects with asthma are associated with a lower lung function growth.66 Therefore, further research should investigate the role of ICS and anti‐eosinophilic treatments in the preservation of lung function development in subjects with asthma.
Allergic sensitization 45 and allergic rhinitis 47 are associated with lower‐than‐normal lung function trajectories, yet results varied between studies. In some studies, children sensitized to common allergens were more likely to have a lower‐than‐normal lung function trajectory until childhood,45, 48 adolescence 45, 46, 48 and early adulthood 3, 48 compared to children without sensitization. The timing of allergic sensitization (preschool age) and the level of sensitization (polysensitization) appeared to be strong predictors of low lung function growth.3, 34, 38 The association of early onset of sensitization or polysensitization with lower lung growth may be the result of a more atopic constitution leading to a more severe and chronic course of asthma.
Next to sensitization, allergic rhinitis was associated with a lower‐than‐normal lung function trajectory until adulthood.47 The association between allergic rhinitis and adverse lung function is supported by the Norwegian ECA cohort in which lung function growth in FEV1 and FEF25%‐75% until adolescence was significantly lower in children with allergic rhinitis, atopic dermatitis and asthma compared to children with only asthma or rhinitis,12 findings also supported by the PARIS cohort.49 These findings suggest that there is an additive effect of allergic comorbidity on lung function deficits in children with asthma and that the contribution to airway inflammation is also present in the small airways. Consequently, allergic rhinitis should be seen as a risk factor for lower lung function growth, primarily in children with asthma. Allergic rhinitis, in addition to sharing many of the same immunologic traits of the lower airway, may also impact lung inflammation by not properly performing air humification and filtration during periods of rhinorrhoea. Given the association with lung function growth, it may be speculated that accurate recognition and treatment of allergic rhinitis in children with asthma may potentially impact long‐term lung function development.
4.5. Small airway disease
In this systematic review, we found that asthma and/or wheezing,17, 21, 53 allergic sensitization 28, 48, 56 and allergic rhinitis 49 were associated with both large and small airway parameters. Furthermore, two studies reported lower lung function growth during childhood in subjects with asthma 56 and wheezing 38 using sRaw and MMEF during childhood.56 Disease of the small airways, defined as airways with a diameter of <2 mm in adults,67 is therefore an integral part of lung function development in children with asthma and allergy. Small airway parameters should be further evaluated for their value in the clinical management of childhood respiratory disease. However, lack in definitions for small airway disease and uniform lung function testing that provides an accurate reflection of peripheral impairment complicates analysis of growth patterns.68 We identified no papers using multiple‐breath washout in this systematic literature review. Given the need to establish better methods for analysing peripheral airway damage, we recommend cohorts to analyse lung function growth until peak lung function using MBW.68 Furthermore, impulse oscillometry (IOS) has shown to be a promising approach in assessing small airway function and future studies should develop reference values in large, population‐based samples to facilitate a meaningful clinical interpretation.69
4.6. Strengths and limitations
An obvious limitation of our work is that asthma definitions were highly heterogenous: asthma is difficult to define early in life, and studies defining wheezing phenotypes were therefore also addressed. Given the heterogeneity of disease definition and lung function outcomes, a formal meta‐analysis was not appropriate. In addition to differences in applied definitions, international linguistic variation in the understanding of the word ‘wheeze’ further complicates comparison of cohorts. When establishing phenotypes, several studies used latent class analysis. This is a relatively new statistical model aimed at uncovering real‐world longitudinal patterns of asthma onset and persistence. However, differences in follow‐up, parental‐ vs. physician‐confirmed wheeze and use of ICS may conceal valid representations of groups within the general population. Furthermore, small sample sizes of certain phenotypes may inhibit the ability to discern significant associations. In this review, a 2‐year maximum age range for lung function data at any measurement point was an inclusion criterium, to enable analysis of lung function development in a distinct time frame. As a result, 37 studies were excluded. However, this criterion increased the validity of our findings as the association between exposure and lung function is analysed within a certain period of development. Furthermore, it improved our ability to compare the selected studies.
4.7. Critical appraisal and directions for future research
Lung function from childhood tracks until early adulthood, especially in children with a low initial lung function. Remission or re‐emergence of asthma and BHR may, however, impact lung function growth in adolescence, and catch‐up growth in adolescence is a possibility. Despite this, the degree and pace of lung growth at different periods of development and age at which peak lung function is achieved is subject to individual variation. Future research should therefore aim to investigate growth using both large and small airway parameters until individual peak lung function is achieved, while stratifying for sex. This research should be performed not only in population‐based studies, but also in clinical cohorts of children with asthma. Since 11% of children with moderate‐to‐severe asthma met the lung function criterium for COPD at age 26,3 future studies should try to identify children at risk for COPD and develop novel therapeutic approaches to preserve and enhance lung growth in childhood.
AUTHOR CONTRIBUTION
HJLK: Research design; database searches; screening; full‐text review for eligibility; data analysis and interpretation; manuscript—drafting. AMZ: Research design; database searches; screening; and full‐text review for eligibility; critical revisions of the drafted article. GHK: Research design; research supervision; data analysis and interpretation; critical revisions of the drafted article. JMV: research supervision; data analysis and interpretation; critical revisions of the drafted article.
Supporting information
Supplementary Material
Supplementary Table S1: Studies on lung function levels
Supplementary Fig S1: Overview of included cohorts. The green line represents normal lung function growth pattern until early adulthood. The red dots indicate lung function testing at different stages of development. +: Studies provided data after age 26. Only lung function testing reported in selected studies of the cohorts is given. TCRS, Tucson Children´s Respiratory Study; TAHS, Tasmanian Longitudinal Health Study; IoW, Isle of Wight; ALSPAC, Avon Longitudinal Study of Parents and Children; OLIN, Obstructive Lung Disease in Northern Sweden; MAAS, Manchester Asthma & Allergy Study; BAMSE, Children, Allergy, Milieu, Stockholm, Epidemiology; COPSAC2000, Copenhagen Prospective Studies on Asthma in Childhood; MAS‐90, Multicenter Allergy Study; PARIS, Pollution and Asthma Risk, an Infant Study; URECA, Urban Environment and Childhood Asthma Cohort; SWS, The Southampton Women´s Survey; PASTURE, Protection Against Allergy, Study in rural Environments; PIPO, Prospective study on the Influence of Perinatal factors on the Occurrence of asthma and allergies; PIAMA, Prevention and Incidence of Asthma and Mite Allergy
ACKNOWLEDGEMENTS
We would like to thank Sjoukje van der Werf for her assistance in developing search strategies for the included databases.
Koefoed HJL, Zwitserloot AM, Vonk JM, Koppelman GH. Asthma, bronchial hyperresponsiveness, allergy and lung function development until early adulthood: A systematic literature review. Pediatr Allergy Immunol. 2021;32:1238–1254. 10.1111/pai.13516
REFERENCES
- 1.Quanjer PH, Stanojevic S, Cole TJ, et al. Multi‐ethnic reference values for spirometry for the 3–95‐yr age range: the global lung function 2012 equations. Eur Respir J. 2012;40(6):1324‐1343. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Fletcher C, Peto R. The natural history of chronic airflow obstruction. Br Med J. 1977;1(6077):1645‐1648. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.McGeachie MJ, Yates KP, Zhou X, et al. Patterns of growth and decline in lung function in persistent childhood asthma. N Engl J Med. 2016;374(19):1842‐1852. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Sears MR, Greene JM, Willan AR, et al. A longitudinal, population‐based, cohort study of childhood asthma followed to adulthood. N Engl J Med. 2003;349(15):1414‐1422. [DOI] [PubMed] [Google Scholar]
- 5.Morgan WJ, Stern DA, Sherrill DL, et al. Outcome of asthma and wheezing in the first 6 years of life: follow‐up through adolescence. Am J Respir Crit Care Med. 2005;172(10):1253‐1258. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Melen E, Guerra S, Hallberg J, Jarvis D, Stanojevic S. Linking COPD epidemiology with pediatric asthma care: Implications for the patient and the physician. Pediatr Allergy Immunol. 2019;30(6):589‐597. [DOI] [PubMed] [Google Scholar]
- 7.van der Wiel E, ten Hacken NH, Postma DS, van den Berge M. Small‐airways dysfunction associates with respiratory symptoms and clinical features of asthma: a systematic review. J Allergy Clin Immunol. 2013;131(3):646‐657. [DOI] [PubMed] [Google Scholar]
- 8.Martinez FD. Early‐life origins of chronic obstructive pulmonary disease. N Engl J Med. 2016;375(9):871‐878. [DOI] [PubMed] [Google Scholar]
- 9.Sears MR, Burrows B, Flannery EM, Herbison GP, Hewitt CJ, Holdaway MD. Relation between airway responsiveness and serum IgE in children with asthma and in apparently normal children. N Engl J Med. 1991;325(15):1067‐1071. [DOI] [PubMed] [Google Scholar]
- 10.Strachan DP, Griffiths JM, Johnston ID, Anderson HR. Ventilatory function in British adults after asthma or wheezing illness at ages 0–35. Am J Respir Crit Care Med. 1996;154(6 Pt 1):1629‐1635. [DOI] [PubMed] [Google Scholar]
- 11.Strunk RC, Weiss ST, Yates KP, et al. Mild to moderate asthma affects lung growth in children and adolescents. J Allergy Clin Immunol. 2006;118(5):1040‐1047. [DOI] [PubMed] [Google Scholar]
- 12.Lodrup Carlsen KC, Mowinckel P, Hovland V, Haland G, Riiser A, Carlsen KH. Lung function trajectories from birth through puberty reflect asthma phenotypes with allergic comorbidity. J Allergy Clin Immunol. 2014;134(4):917‐923 e917. [DOI] [PubMed] [Google Scholar]
- 13.Moher D, Shamseer L, Clarke M, et al. Preferred reporting items for systematic review and meta‐analysis protocols (PRISMA‐P) 2015 statement. Revista Espanola de Nutricion Humana y Dietetica. 2016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Wells GA. The Newcastle‐Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta‐analyses. Ottawa Hospital Research Institute. 2019. http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp [Google Scholar]
- 15.Szram J, Schofield SJ, Cosgrove MP, Cullinan P. Welding, longitudinal lung function decline and chronic respiratory symptoms: a systematic review of cohort studies. Eur Respir J. 2013;42(5):1186‐1193. [DOI] [PubMed] [Google Scholar]
- 16.Sherrill D, Sears MR, Lebowitz MD, et al. The effects of airway hyperresponsiveness, wheezing, and atopy on longitudinal pulmonary function in children: a 6‐year follow‐up study. Pediatr Pulmonol. 1992;13(2):78‐85. [DOI] [PubMed] [Google Scholar]
- 17.Weiss ST, Tosteson TD, Segal MR, Tager IB, Redline S, Speizer FE. Effects of asthma on pulmonary function in children. A longitudinal population‐based study. Am Rev Respir Dis. 1992;145(1):58‐64. [DOI] [PubMed] [Google Scholar]
- 18.Nakadate T, Kagawa J. Pulmonary function development in children with past history of asthma. J Epidemiol Community Health. 1992;46(4):437‐442. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Martinez FD, Wright AL, Taussig LM, Holberg CJ, Halonen M, Morgan WJ. Asthma and wheezing in the first six years of life. The Group Health Medical Associates. N Engl J Med. 1995;332(3):133‐138. [DOI] [PubMed] [Google Scholar]
- 20.Xuan W, Peat JK, Toelle BG, Marks GB, Berry G, Woolcock AJ. Lung function growth and its relation to airway hyperresponsiveness and recent wheeze. Results from a longitudinal population study. Am J Respir Crit Care Med. 2000;161(6):1820‐1824. [DOI] [PubMed] [Google Scholar]
- 21.Jedrychowski W, Maugeri U, Falk E, Bianchi I. Reversibility of asthma‐like symptoms and lung function growth over two‐year follow‐up in preadolescent children. Med Sci Monit. 2001;7(2):293‐298. [PubMed] [Google Scholar]
- 22.Lowe L, Murray CS, Custovic A, et al. Specific airway resistance in 3‐year‐old children: a prospective cohort study. Lancet. 2002;359(9321):1904‐1908. [DOI] [PubMed] [Google Scholar]
- 23.Rasmussen F, Taylor DR, Flannery EM, et al. Risk factors for airway remodeling in asthma manifested by a low postbronchodilator FEV1/vital capacity ratio: a longitudinal population study from childhood to adulthood. Am J Respir Crit Care Med. 2002;165(11):1480‐1488. [DOI] [PubMed] [Google Scholar]
- 24.Kurukulaaratchy RJ, Fenn MH, Waterhouse LM, Matthews SM, Holgate ST, Arshad SH. Characterization of wheezing phenotypes in the first 10 years of life. Clin Exp Allergy. 2003;33(5):573‐578. [DOI] [PubMed] [Google Scholar]
- 25.Lau S, Illi S, Sommerfeld C, et al. Transient early wheeze is not associated with impaired lung function in 7‐yr‐old children. Eur Respir J. 2003;21(5):834‐841. [DOI] [PubMed] [Google Scholar]
- 26.Lowe L, Murray CS, Martin L, et al. Reported versus confirmed wheeze and lung function in early life. Arch Dis Child. 2004;89(6):540‐543. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Lowe LA, Simpson A, Woodcock A, et al. Wheeze phenotypes and lung function in preschool children. Am J Respir Crit Care Med. 2005;171(3):231‐237. [DOI] [PubMed] [Google Scholar]
- 28.Illi S, von Mutius E, Lau S, et al. Perennial allergen sensitisation early in life and chronic asthma in children: a birth cohort study. Lancet. 2006;368(9537):763‐770. [DOI] [PubMed] [Google Scholar]
- 29.Henderson J, Granell R, Heron J, et al. Associations of wheezing phenotypes in the first 6 years of life with atopy, lung function and airway responsiveness in mid‐childhood. Thorax. 2008;63(11):974‐980. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Hallberg J, Anderson M, Wickman M, Svartengren M. Factors in infancy and childhood related to reduced lung function in asthmatic children: a birth cohort study (BAMSE). Pediatr Pulmonol. 2010;45(4):341‐348. [DOI] [PubMed] [Google Scholar]
- 31.Oostveen E, Dom S, Desager K, Hagendorens M, De Backer W, Weyler J. Lung function and bronchodilator response in 4‐year‐old children with different wheezing phenotypes. Eur Respir J. 2010;35(4):865‐872. [DOI] [PubMed] [Google Scholar]
- 32.Savenije OE, Granell R, Caudri D, et al. Comparison of childhood wheezing phenotypes in 2 birth cohorts: ALSPAC and PIAMA. J Allergy Clin Immunol. 2011;127(6):1505‐1512 e1514. [DOI] [PubMed] [Google Scholar]
- 33.Kurukulaaratchy RJ, Raza A, Scott M, et al. Characterisation of asthma that develops during adolescence; findings from the Isle of Wight Birth Cohort. Respir Med. 2012;106(3):329‐337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Lazic N, Roberts G, Custovic A, et al. Multiple atopy phenotypes and their associations with asthma: similar findings from two birth cohorts. Allergy. 2013;68(6):764‐770. [DOI] [PubMed] [Google Scholar]
- 35.Belgrave DCM, Simpson A, Semic‐Jusufagic A, et al. Joint modeling of parentally reported and physician‐confirmed wheeze identifies children with persistent troublesome wheezing. J Allergy Clin Immunol. 2013;132(3):575‐583 e512. [DOI] [PubMed] [Google Scholar]
- 36.Collins SA, Pike KC, Inskip HM, et al. Validation of novel wheeze phenotypes using longitudinal airway function and atopic sensitization data in the first 6 years of life: evidence from the Southampton Women's survey. Pediatr Pulmonol. 2013;48(7):683‐692. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Arshad SH, Raza A, Lau L, et al. Pathophysiological characterization of asthma transitions across adolescence. Respir Res. 2014;15(1):153. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Belgrave DC, Buchan I, Bishop C, Lowe L, Simpson A, Custovic A. Trajectories of lung function during childhood. Am J Respir Crit Care Med. 2014;189(9):1101‐1109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Nordlund B, Melen E, Schultz ES, Gronlund H, Hedlin G, Kull I. Risk factors and markers of asthma control differ between asthma subtypes in children. Pediatr Allergy Immunol. 2014;25(6):558‐564. [DOI] [PubMed] [Google Scholar]
- 40.Depner M, Fuchs O, Genuneit J, et al. Clinical and epidemiologic phenotypes of childhood asthma. Am J Respir Crit Care Med. 2014;189(2):129‐138. [DOI] [PubMed] [Google Scholar]
- 41.Hallberg J, Thunqvist P, Schultz ES, et al. Asthma phenotypes and lung function up to 16 years of age‐the BAMSE cohort. Allergy. 2015;70(6):667‐673. [DOI] [PubMed] [Google Scholar]
- 42.Custovic A, Sonntag HJ, Buchan IE, Belgrave D, Simpson A, Prosperi MCF. Evolution pathways of IgE responses to grass and mite allergens throughout childhood. J Allergy Clin Immunol. 2015;136(6):1645‐1652 e1648. [DOI] [PubMed] [Google Scholar]
- 43.Berry CE, Billheimer D, Jenkins IC, et al. A distinct low lung function trajectory from childhood to the fourth decade of Life. Am J Respir Crit Care Med. 2016;194(5):607‐612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Duijts L, Granell R, Sterne JA, Henderson AJ. Childhood wheezing phenotypes influence asthma, lung function and exhaled nitric oxide fraction in adolescence. Eur Respir J. 2016;47(2):510‐519. [DOI] [PubMed] [Google Scholar]
- 45.Belgrave DCM, Granell R, Turner SW, et al. Lung function trajectories from pre‐school age to adulthood and their associations with early life factors: a retrospective analysis of three population‐based birth cohort studies. Lancet Respir Med. 2018;6(7):526‐534. [DOI] [PubMed] [Google Scholar]
- 46.Schultz ES, Hallberg J, Andersson N, et al. Early life determinants of lung function change from childhood to adolescence. Respir Med. 2018;139:48‐54. [DOI] [PubMed] [Google Scholar]
- 47.Bui DS, Lodge CJ, Burgess JA, et al. Childhood predictors of lung function trajectories and future COPD risk: a prospective cohort study from the first to the sixth decade of life. Lancet Respir Med. 2018;6(7):535‐544. [DOI] [PubMed] [Google Scholar]
- 48.Karmaus W, Mukherjee N, Janjanam VD, et al. Distinctive lung function trajectories from age 10 to 26 years in men and women and associated early life risk factors ‐ a birth cohort study. Respir Res. 2019;20(1):98. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Bougas N, Just J, Beydon N, et al. Unsupervised trajectories of respiratory/allergic symptoms throughout childhood in the PARIS cohort. Pediatr Allergy Immunol. 2019;30(3):315‐324. [DOI] [PubMed] [Google Scholar]
- 50.Granell R, Henderson AJ, Sterne JA. Associations of wheezing phenotypes with late asthma outcomes in the Avon Longitudinal Study of Parents and Children: a population‐based birth cohort. J Allergy Clin Immunol. 2016;138(4):1060‐1070 e1011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Jedrychowski W, Maugeri U, Perera FP, et al. Early wheeze as reported by mothers and lung function in 4‐year‐olds. Prospective cohort study in Krakow. Pediatr Pulmonol. 2010;45(9):919‐926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Oswald H, Phelan PD, Lanigan A, et al. Childhood asthma and lung function in mid‐adult life. Pediatr Pulmonol. 1997;23(1):14‐20. [DOI] [PubMed] [Google Scholar]
- 53.Bisgaard H, Jensen SM, Bonnelykke K. Interaction between asthma and lung function growth in early life. Am J Respir Crit Care Med. 2012;185(11):1183‐1189. [DOI] [PubMed] [Google Scholar]
- 54.Andersson M, Hedman L, Bjerg A, Forsberg B, Lundback B, Ronmark E. Remission and persistence of asthma followed from 7 to 19 years of age. Pediatrics. 2013;132(2):e435‐442. [DOI] [PubMed] [Google Scholar]
- 55.Malmstrom K, Malmberg LP, O'Reilly R, et al. Lung function, airway remodeling, and inflammation in infants: outcome at 8 years. Ann Allergy Asthma Immunol. 2015;114(2):90‐96. [DOI] [PubMed] [Google Scholar]
- 56.Hallas HW, Chawes BL, Rasmussen MA, et al. Airway obstruction and bronchial reactivity from age 1 month until 13 years in children with asthma: a prospective birth cohort study. PLoS Med. 2019;16(1):e1002722. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Bacharier LB, Beigelman A, Calatroni A, et al. Longitudinal phenotypes of respiratory health in a high‐risk urban birth cohort. Am J Respir Crit Care Med. 2019;199(1):71‐82. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Hallas HW, Chawes BL, Arianto L, et al. Children with asthma have fixed airway obstruction through childhood unaffected by exacerbations. J Allergy Clin Immunol Pract. 2020;8(4):1263‐1271 e1263. [DOI] [PubMed] [Google Scholar]
- 59.Lodge CJ, Lowe AJ, Allen KJ, et al. Childhood wheeze phenotypes show less than expected growth in FEV1 across adolescence. Am J Respir Crit Care Med. 2014;189(11):1351‐1358. [DOI] [PubMed] [Google Scholar]
- 60.Oksel C, Granell R, Haider S, et al. Distinguishing wheezing phenotypes from infancy to adolescence. a pooled analysis of five birth cohorts. Ann Am Thorac Soc. 2019;16(7):868‐876. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Lang A, Carlsen KH, Haaland G, et al. Severe asthma in childhood: assessed in 10 year olds in a birth cohort study. Allergy. 2008;63(8):1054‐1060. [DOI] [PubMed] [Google Scholar]
- 62.Palmer LJ, Rye PJ, Gibson NA, Burton PR, Landau LI, Lesouef PN. Airway responsiveness in early infancy predicts asthma, lung function, and respiratory symptoms by school age. Am J Respir Crit Care Med. 2001;163(1):37‐42. [DOI] [PubMed] [Google Scholar]
- 63.Owens L, Laing IA, Zhang G, Turner S, Le Souef PN. Airway function in infancy is linked to airflow measurements and respiratory symptoms from childhood into adulthood. Pediatr Pulmonol. 2018;53(8):1082‐1088. [DOI] [PubMed] [Google Scholar]
- 64.Stern DA, Morgan WJ, Wright AL, Guerra S, Martinez FD. Poor airway function in early infancy and lung function by age 22 years: a non‐selective longitudinal cohort study. Lancet. 2007;370(9589):758‐764. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Childhood Asthma Management Program Research G , Szefler S, Weiss S, et al. Long‐term effects of budesonide or nedocromil in children with asthma. N Engl J Med. 2000;343(15):1054‐1063. [DOI] [PubMed] [Google Scholar]
- 66.Koefoed HJL, Gehring U, Vonk JM, Koppelman GH. Blood eosinophils associate with reduced lung function growth in adolescent asthmatics. Clin Exp Allergy. 2021;51(4):556‐563. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.McNulty W, Usmani OS. Techniques of assessing small airways dysfunction. Eur Clin Respir J. 2014;1(1):25898. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Postma DS, Brightling C, Fabbri L, et al. Unmet needs for the assessment of small airways dysfunction in asthma: introduction to the ATLANTIS study. Eur Respir J. 2015;45(6):1534‐1538. [DOI] [PubMed] [Google Scholar]
- 69.Bednarek M, Grabicki M, Piorunek T, Batura‐Gabryel H. Current place of impulse oscillometry in the assessment of pulmonary diseases. Respir Med. 2020;170:105952. [DOI] [PubMed] [Google Scholar]
- 70.Agusti A, Faner R. Lung function trajectories in health and disease. Lancet Respir Med. 2019;7(4):358‐364. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Supplementary Material
Supplementary Table S1: Studies on lung function levels
Supplementary Fig S1: Overview of included cohorts. The green line represents normal lung function growth pattern until early adulthood. The red dots indicate lung function testing at different stages of development. +: Studies provided data after age 26. Only lung function testing reported in selected studies of the cohorts is given. TCRS, Tucson Children´s Respiratory Study; TAHS, Tasmanian Longitudinal Health Study; IoW, Isle of Wight; ALSPAC, Avon Longitudinal Study of Parents and Children; OLIN, Obstructive Lung Disease in Northern Sweden; MAAS, Manchester Asthma & Allergy Study; BAMSE, Children, Allergy, Milieu, Stockholm, Epidemiology; COPSAC2000, Copenhagen Prospective Studies on Asthma in Childhood; MAS‐90, Multicenter Allergy Study; PARIS, Pollution and Asthma Risk, an Infant Study; URECA, Urban Environment and Childhood Asthma Cohort; SWS, The Southampton Women´s Survey; PASTURE, Protection Against Allergy, Study in rural Environments; PIPO, Prospective study on the Influence of Perinatal factors on the Occurrence of asthma and allergies; PIAMA, Prevention and Incidence of Asthma and Mite Allergy