Genotypic and phenotypic data of 1,562 animals were analyzed to find genomic regions
that potentially influence the birth weight (BW), weaning weight at seven months of
age (WW) and yearling weight (YW) of Colombian Brahman cattle, with genotyping
conducted using Illumina Bead chip array with 74,669 SNPs. A Single Step Genomic BLUP
(ssGBLP), approach was used to estimate the proportion of variance explained by each
marker. Multiple regions scattered across the genome were found to influence weights
at different ages, also dependent on the trait component (direct or maternal). The
most interesting regions were connected to previously identified QTLs and genes, such
as ADAMTSL3, CAPN2, CAPN2, FABP6, ZEB2 influencing growth and weight traits. The
identified regions will contribute to the development and refinement of genomic
selection programs for Zebu Brahman cattle in Colombia.