Insights into the Effects of Long-Term Artificial Selection on Seed Size in Maize

Author:

Hirsch Candice N1,Flint-Garcia Sherry A23,Beissinger Timothy M45,Eichten Steven R6,Deshpande Shweta7,Barry Kerrie7,McMullen Michael D23,Holland James B28,Buckler Edward S2910,Springer Nathan6,Buell C Robin1112,de Leon Natalia413,Kaeppler Shawn M413

Affiliation:

1. Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, Minnesota 55108

2. United States Department of Agriculture, Agricultural Research Service, Columbia, Missouri 65211

3. Division of Plant Sciences, University of Missouri, Columbia, Missouri 65211

4. Department of Agronomy, University of Wisconsin, Madison, Wisconsin 53706

5. Department of Animal Sciences, University of Wisconsin, Madison, Wisconsin 53706

6. Department of Plant Biology, University of Minnesota, Saint Paul, Minnesota 55108

7. Department of Energy, Joint Genome Institute, Walnut Creek, California 94598

8. Department of Crop Science, North Carolina State University, Raleigh, North Carolina 27695

9. Institute for Genomic Diversity, Cornell University, Ithaca, New York 14853

10. Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York 14853

11. Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824

12. Department of Energy Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan 48824

13. Department of Energy Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin 53706

Abstract

Abstract Grain produced from cereal crops is a primary source of human food and animal feed worldwide. To understand the genetic basis of seed-size variation, a grain yield component, we conducted a genome-wide scan to detect evidence of selection in the maize Krug Yellow Dent long-term divergent seed-size selection experiment. Previous studies have documented significant phenotypic divergence between the populations. Allele frequency estimates for ∼3 million single nucleotide polymorphisms (SNPs) in the base population and selected populations were estimated from pooled whole-genome resequencing of 48 individuals per population. Using FST values across sliding windows, 94 divergent regions with a median of six genes per region were identified. Additionally, 2729 SNPs that reached fixation in both selected populations with opposing fixed alleles were identified, many of which clustered in two regions of the genome. Copy-number variation was highly prevalent between the selected populations, with 532 total regions identified on the basis of read-depth variation and comparative genome hybridization. Regions important for seed weight in natural variation were identified in the maize nested association mapping population. However, the number of regions that overlapped with the long-term selection experiment did not exceed that expected by chance, possibly indicating unique sources of variation between the two populations. The results of this study provide insights into the genetic elements underlying seed-size variation in maize and could also have applications for other cereal crops.

Publisher

Oxford University Press (OUP)

Subject

Genetics

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