Breeding values (BVs) for four plant (bloom date, fruit development period,
fruit density, and blind node propensity) and five fruit (weight, blush, s
hape, soluble solids, and titratable acidity) traits of 28 peach [Prunus pe
rsica (L.) Batsch (Peach Group)] genotypes used as parents in the Texas A&M
University peach breeding program were predicted using best linear unbiase
d prediction (BLUP). Data from seedlings of 108 families developed from 42
peach parents were analyzed by using a mixed linear model, with years treat
ed as fixed and additive genotypes as random factors. The precision of the
predictions was high for most parental genotypes, as indicated by the corre
lations (r(TI)) between predicted and true BVs and the standard error of th
e predictions (SEP). In most cases, the higher the number of progeny, the b
etter the agreement between predicted and true BVs for that parent. Parents
with observations from more than 30 seedlings had a r(TI) greater than or
equal to 0.90 and smaller SEPs. For all traits analyzed, the lon-est precis
ion (low r(TI) and high SEP) was observed for 'Flordaking', whose predicted
BVs was based only on pedigree information.