Evolution of Eczema, Wheeze and Rhinitis from Infancy to Early Adulthood: Four Birth Cohort Studies
09 Jun 2022·,,,,,,,,,,
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0 min read
S. Haider
S. Fontanella
A. Ullah
S. Turner
A. Simpson
G. Roberts
C. S. Murray
J. W. Holloway
J. A. Curtin
P. Cullinan
S. H. Arshad
Guillem Hurault
R. Granell
A. Custovic
on behalf of STELAR/UNICORN11 investigators
Abstract
Background: The relationship between eczema, wheeze/asthma and rhinitis is complex, and epidemiology and mechanisms of their comorbidities is unclear. Objective: To investigate within-individual patterns of morbidity of eczema, wheeze and rhinitis from birth to adolescence/early adulthood.
Methods: We investigated onset/progression/resolution of eczema, wheeze and rhinitis using descriptive statistics, sequence mining and Latent Markov modelling (LMM) in four population-based birth cohorts. We used logistic regression to ascertain if early-life eczema or wheeze, or genetic factors (filaggrin mutations and 17q21 variants), increase the risk of multimorbidity.
Results: Single conditions, although the most prevalent, were observed significantly less frequently than by chance. There was considerable variation in the timing of onset/remission/persistence/intermittence. Multimorbidity of eczema+wheeze+rhinitis was rare, but significantly over-represented (3-6 times more often than by chance). Although infantile eczema was associated with subsequent multimorbidity, most children with eczema (75.4%) did not progress to any multimorbidity pattern. FLG mutations and rs7216389 were not associated with persistence of eczema/wheeze as single conditions, but both increased the risk of multimorbidity (FLG by 2-3-fold, rs7216389 risk variant by 1.4-1.7-fold). LMM revealed 5 latent states (No disease/low risk; Mainly eczema; Mainly Wheeze; Mainly rhinitis; Multimorbidity). The most likely transition to Multimorbidity was from Eczema state (0.21). However, although this was one of the highest transition probabilities, only 1/5 of those with eczema transitioned to multimorbidity.
Conclusions: Atopic diseases fit a multimorbidity framework, with no evidence for sequential ‘atopic march’ progression. The highest transition to multimorbidity was from eczema, but most children with eczema (>three quarters) had no comorbidities.
Type
Publication
American Journal of Respiratory and Critical Care Medicine, 206(8), 950-960

Authors
Senior Data Scientist
I build probabilistic models of noisy real-world systems to improve decision making. Right now that means forecasting the outcome of sports events; previously it was electricity demand and prices, and before that the progression of eczema severity in patients.
In particular, I developed expertise in Bayesian modelling, time-series forecasting, and decision analysis. I am also interested in the engineering around models, in order to deploy reproducible, maintainable, and well-tested solutions in production.