This study aimed to estimate heritability for condition score and heart gir
th using a test-day model, to investigate the genetic relationships between
condition score, heart girth, and milk yield traits and to analyze the gen
etic relationships of condition score and heart girth measured at different
stages of lactation. Cows from 25 dairy herds were scored for body conditi
on and measured for heart girth at 3-mo intervals for 2 yr. Approximately 5
000 test-day observations on condition score, heart girth, and milk fat and
protein yield from 1344 Italian Friesian cows were analyzed using two appr
oaches: 1) repeated observations for a trait were considered repeated measu
rements of the same trait; 2) observations for a trait collected in differe
nt stages of lactation (dry period, 1 to 75, 76 to 130, 131 to 210, and 211
to 300 DIM) were treated as different traits. (Co)variance components and
related parameters were estimated using REML multiple-trait procedures and
animal models with unequal design for different traits. Heritability estima
tes for fat and protein test-day yield and for test-day condition score and
heart girth were 0.22, 0.18, 0.29, and 0.33, respectively. Condition score
was negatively correlated with yield traits and positively correlated with
heart girth, whereas genetic relationships between heart girth and milk yi
eld traits were negligible. Heritability estimates were 0.27 for condition
score recorded in the first half of lactation (1 to 75 and 76 to 130 DIM),
0.36 for condition score in the second half of lactation (131 to 210 and 21
1 to 300 DIM) and 0.32 for condition score recorded on dry cows. Genetic co
rrelations between condition scores measured in different lactation stages
were generally high (0.85 or more), with the exception of the relationships
between the first and the last stage of lactation (0.74) and between the f
irst half of lactation and the dry period (0.7). Heritability estimates for
heart girth in different lactation stages ranged from 0.31 to 0.40, and ge
netic correlations between high girth measured in different lactation stage
s were higher than 0.80.