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Summary: Am. J. Hum. Genet. 69:10681079, 2001
1068
The Genetic Dissection of Complex Traits in a Founder Population
Carole Ober,1
Mark Abney,1,2
and Mary Sara McPeek1,2
Departments of 1
Human Genetics and 2
Statistics, University of Chicago, Chicago
We estimated broad heritabilities (H2
) and narrow heritabilities (h2
) and conducted genomewide screens, using a
novel association-based mapping approach for 20 quantitative trait loci (QTLs) among the Hutterites, a founder
population that practices a communal lifestyle. Heritability estimates ranged from .21 for diastolic blood pressure
(DBP) to .99 for whole-blood serotonin levels. Using a multipoint method to detect association under a recessive
model we found evidence of major QTLs for six traits: low-density lipoprotein (LDL), triglycerides, lipoprotein (a)
(Lp[a]), systolic blood pressure (SBP), serum cortisol, and whole-blood serotonin. Second major QTLs for Lp(a)
and for cortisol were identified using a single-point method to detect association under a general two-allele model.
The heritabilities for these six traits ranged from .37 for triglycerides to .99 for serotonin, and three traits (LDL,
SBP, and serotonin) had significant dominance variances (i.e., H2
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