PT - JOURNAL ARTICLE AU - Jaime A. Osorio-Guarín AU - Jhon A. Berdugo-Cely AU - Roberto A. Coronado-Silva AU - Eliana Baez AU - Yeirme Jaimes AU - Roxana Yockteng TI - Genome wide association study reveals novel candidate genes associated with productivity and disease resistance to <em>Moniliophthora</em> spp. in cacao (<em>Theobroma cacao</em> L.) AID - 10.1101/820944 DP - 2019 Jan 01 TA - bioRxiv PG - 820944 4099 - http://biorxiv.org/content/early/2019/10/28/820944.short 4100 - http://biorxiv.org/content/early/2019/10/28/820944.full AB - Cacao (Theobroma cacao L.), the source of chocolate, is one the most important commodity products for farmers to improve their economic benefits. However, diseases such as frosty pod rot (FPRD) caused by Moniliophthora roreri and witches’ broom (WBD) caused by Moniliophthora perniciosa, limits the increase in yields. Molecular tools can help to develop more rapidly cacao varieties with disease resistance. In the present study, we sequenced by genotyping-by-sequencing (GBS), 229 cacao accessions to examine their genetic diversity and population structure. From those accessions, 102 have been evaluated for disease resistance and productivity to conduct a genome-wide association study (GWAS) based on 9,003 and 8,131 SNPs recovered by mapping against to the annotated cacao genomes (Criollo and Matina). Three promissory accessions for productivity and 10 accessions showing good tolerance to the evaluated diseases were found in the phenotypic evaluation. The work presented herein provides the first association mapping study in cacao using SNP markers based on GBS data. The GWAS identified two genes associated to productivity and seven to disease resistance. The results enriched the knowledge of the genetic regions associated to important traits in cacao that can have significant implications for conservation and breeding strategies such as marker-assisted selection (MAS).