PARENTAL IMPROVEMENT IN THE SRA SUGARCANE BREEDING PROGRAM
By XIANMING WEI; PHILLIP JACKSON; CRAIG HARDNER; ROY PARFITT; FELICITY ATKIN; GEORGE PIPERIDIS
PARENTAL IMPROVEMENT IS an integral and key component of commercial genetic
improvement programs. Unfortunately, its importance has not been fully realised and
has often been ignored in sugarcane breeding programs around the world, partly due to
its difficulties, long-term efforts and clonal deployment. In the SRA breeding program,
as in many other breeding programs, the improvement of parents has been hampered by
the lack of understanding of genetic control of sugarcane traits and inadequate or mixed
information that could be used to assess the quality of sugarcane clones as parents. A
parental clone may have a predicted breeding value (PBV) based on the performance of
its progeny in progeny assessment trials or predicted genetic value (PGV) based on its
own performance. Because of underlying genetic control differences, it becomes
difficult to compare PBVs estimated from progeny performance with PGVs estimated
from own performance. In this study the relationship between different parental
information and their progeny performance was investigated, and genetic control of
cane yield (TCH) and sugar content (CCS) was studied. Results indicated that PBV was
more associated with progeny performance than PGV, and the different sources of
parental information (PBV, PGVs) should not be mixed to evaluate parents. Cane yield
and CCS were under stronger non-additive genetic control than previously estimated.
Narrow-sense heritability was estimated to be from 0.11 to 0.13 for TCH and from 0.19
to 0.25 for CCS. Genetic gains from one generation of improvement could be expected
to be 10.2 tonnes for TCH and 1.1% for CCS.