Cj. Holberg et al., Factor analysis of asthma and atopy traits shows 2 major components, one of which is linked to markers on chromosome 5q, J ALLERG CL, 108(5), 2001, pp. 772-780
Background: A variety of definitions of asthma and atopy traits have been u
sed in genetic studies. The variables used may be correlated, increasing th
e likelihood of type I error.
Objective: We sought to clarify and quantify phenotypes that may be charact
erized by related traits. Principal components and factor analysis were app
lied to the correlation matrix of asthma and atopy traits before linkage an
alysis.
Methods: Factor analysis was performed on 468 Hispanic and non-Hispanic whi
te children enrolled in the Tucson Children's Respiratory Study, with compl
ete information on 24 items, including skin test response to 7 allergens, t
otal serum IgE levels, presence or absence of asthma attacks, wheezing epis
odes, hay fever, and cough. Factor score coefficients were then applied to
all siblings (n = 877), and quantitative factor scores were derived. Single
-point and multipoint nonparametric sib-pair analyses were performed to ass
ess linkage to markers on chromosome 5q31-33. Analyses were also performed
for individual items.
Results: Two main factors were identified: Factor I had high loadings on at
opic items, including skin test responses, IgE, and hay fever, and Factor I
I had high loadings that included asthma diagnosis, wheezing, cough, and Al
ternaria species skin test response. Factors I and II were correlated at an
r value of 0.19. For the quantitative factor scores, significant single-po
int linkage (P <.0001) was demonstrated only for atopic Factor I, and a pea
k multipoint LOD score of 2.7 was seen for marker D5S479. Multipoint LOD sc
ores for individual items were 1.1 or less.
Conclusion: These analyses suggest evidence for a locus or loci mapping to
chromosome 5q31-33 associated with this composite atopic phenotype.