Author
ROMERO-NAVARRO, ALBERTO - Cornell University | |
WILCOX, MARTHA - International Maize & Wheat Improvement Center (CIMMYT) | |
BURGUENO, JUAN - International Maize & Wheat Improvement Center (CIMMYT) | |
ROMAY, MARIA CINTA - Cornell University | |
SWARTS, KELLY LYNN - Cornell University | |
TRACHSEL, SAMUEL - International Maize & Wheat Improvement Center (CIMMYT) | |
PRECIADO, ERNESTO - International Maize & Wheat Improvement Center (CIMMYT) | |
TERRON, ARTURO - Instituto Nacional De Investigaciones Forestales Y Agropecuarias (INIFAP) | |
DELGADO, HUMBERTO VALLEJ - Instituto Nacional De Investigaciones Forestales Y Agropecuarias (INIFAP) | |
VIDAL, VICTOR - Instituto Nacional De Investigaciones Forestales Y Agropecuarias (INIFAP) | |
ORTEGA, ALEJANDRO - Instituto Nacional De Investigaciones Forestales Y Agropecuarias (INIFAP) | |
ORTIZ-MONASTERIO, IVAN - Instituto Nacional De Investigaciones Forestales Y Agropecuarias (INIFAP) | |
SAN VICENTE, FELIX - International Maize & Wheat Improvement Center (CIMMYT) | |
ATLIN, GARY - Gates Foundation | |
WENZL, PETER - Global Crop Diversity Trust | |
HEARNE, SARA - International Maize & Wheat Improvement Center (CIMMYT) | |
Buckler, Edward - Ed |
Submitted to: Nature Genetics
Publication Type: Peer Reviewed Journal Publication Acceptance Date: 1/10/2017 Publication Date: 2/6/2017 Citation: Romero-Navarro, A., Wilcox, M., Burgueno, J., Romay, M., Swarts, K., Trachsel, S., Preciado, E., Terron, A., Delgado, H.O., Vidal, V., Ortega, A., Ortiz-Monasterio, I., San Vicente, F., Atlin, G., Wenzl, P., Hearne, S., Buckler IV, E.S. 2017. A study of allelic diversity underlying flowering-time adaptation in maize landraces. Nature Genetics. 46:476-480. Interpretive Summary: Maize landraces harbor a tremendous level of natural diversity that has not been tapped for breeding substantially in the last 100 years. This genetic variation could help maize adapt to climate change, disease pressure, drought, and make the crop more sustainable. Using a unique, rapid, and large scale experimental design nearly 5,000 landraces were surveyed for diversity controlling flowering time. We identified numerous genes controlling developmental traits that have never been seen to have natural variation controlling flowering time. We have also identified for the first time that numerous natural genome rearrangements have effects on flowering time and likely the plant’s robustness. The understanding of flowering time in landraces makes tapping diversity from the landraces for other traits much more amenable. Technical Abstract: Despite maize global importance to the food supply, most of its tremendous genetic variability remains unexploited and unanalyzed by genomics. We performed genome wide association for flowering time in a diverse panel of 3,552 maize landrace accessions from 36 countries of Latin America evaluated in 23 location-environment combinations. We reported significance at 14 candidate genes, as well as association at novel genic variants across the genome. We showed association at large structural variants, with 30.2% of explainable variance corresponding to inversions, centromeric, and pericentromic genomic regions. Together we showed good predictive ability of the most significant markers for genome wide prediction. The results and methods from this study can help guide the mining of useful alleles for flowering time and other traits from landraces into improved germplasm, and the experimental design can also be used as a guide to tap the diversity of other crop species. |