Global multi-environment resistance QTL for foliar late blight resistance in tetraploid potato with tropical adaptation

Lindqvist-Kreuze, H.; de Boeck, B.; Unger, P.; Gemenet, D. C.; Li, X.; Pan, Z.; Sui, Q.; Qin, J.; Woldegjorgis, G.; Negash, K.; Hussen, I.; Hirut, B.; Gastelo, M.; De Vega, J. J.; Bonierbale, M.

doi:10.1101/2020.02.16.950618

bioRxiv · 10.1101/2020.02.16.950618

Global multi-environment resistance QTL for foliar late blight resistance in tetraploid potato with tropical adaptation

Lindqvist-Kreuze, H.·de Boeck, B.·Unger, P.·Gemenet, D. C.·Li, X.·Pan, Z.·Sui, Q.·Qin, J.·Woldegjorgis, G.·Negash, K.·Hussen, I.·Hirut, B.·Gastelo, M.·De Vega, J. J.·Bonierbale, M.

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Abstract

The identification of environmentally stable and globally predictable resistance to potato late blight is challenged by the crops clonal and polyploid nature and the pathogens rapid evolution. Genome-wide analysis (GWA) of multi-environment trials can add precision to breeding for complex traits. A diversity panel of tetraploid potato germplasm bread for multiple resistance and quality traits was genotyped by genotyping by sequencing (GBS) and phenotyped for late blight resistance in a trait observation network spanning three continents addressed by the International Potato Centers (CIPs) breeding program. The aims of this study were to (i) identify QTL underlying resistance in and across environments and (ii) develop prediction models to support the global deployment and use of promising resistance sources in local breeding and variety development programs. Health-indexed in vitro plants of 380 clones and varieties were distributed from CIP headquarters in Peru to China and Ethiopia and tuber seed was produced centrally in each country. Phenotypes were recorded as rAUDPC following field exposure to local isolates of Phytophthora infestans, Stringent filtering for individual read depth >60 resulted in 3,239 tetraploid SNPs. Meanwhile, 55,748 diploid SNPs were identified using diploidized data and individual read depth>17. The kinship matrix was utilized to obtain BLUP and identify best performing germplasm in each and all environments. Genotypes with high levels of resistance in all environments were identified from the B3, LBHT and B3-LTVR populations. GWA identified stable QTL for late blight resistance in chromosome 9 and environment specific QTL in chromosomes 3, 5, 6 and 10.

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Lindqvist-Kreuze, H., de Boeck, B., Unger, P., Gemenet, D. C., Li, X., Pan, Z., Sui, Q., Qin, J., Woldegjorgis, G., Negash, K., Hussen, I., Hirut, B., Gastelo, M., De Vega, J. J., Bonierbale, M.. 2020-02-16. Global multi-environment resistance QTL for foliar late blight resistance in tetraploid potato with tropical adaptation. https://doi.org/10.1101/2020.02.16.950618

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