The observation that traits closely related to fitness ("fitness traits") h
ave lower heritabilities than traits more distantly associated with fitness
has traditionally been framed in terms of Fisher's fundamental theorem of
natural selection-fitness traits are expected to have low levels of additiv
e genetic variance due to rapid fixation of alleles conferring highest fitn
ess. Subsequent treatments have challenged this view by pointing out that h
igh environmental and non-additive genetic contributions to phenotypic vari
ation may also explain the low heritability of fitness trails. Analysis of
a large data set from the collared flycatcher Ficedula albicollis confirmed
a previous finding that traits closely associated with fitness tend to hav
e lower heritability. However, analysis of coefficients of additive genetic
variation (CVA) revealed that traits closely associated with fitness had h
igher levels of additive genetic variation (V-A) than traits more distantly
associated with fitness. Hence, the negative relationship between a trait'
s association with fitness and its heritability was not due to lower levels
of V-A in fitness traits but was due to their higher residual variance. Ho
wever, whether the high residual variance was mainly due to higher levels o
f environmental variance or due to higher levels of nonadditive generic var
iance remains a challenge to be addressed by further studies. Our results a
re consistent with earlier suggestions that fitness-related traits may have
more complex genetic architecture than traits more distantly associated wi
th fitness.