An integrative approach to genomic introgression mapping.
Near-isogenic lines (NILs) are valuable genetic resources for many crop species, including soybean (Glycine max). The development of new molecular platforms promises to accelerate the mapping of genetic introgressions in these materials. Here, we compare some existing and emerging methodologies for genetic introgression mapping: single-feature polymorphism analysis, Illumina GoldenGate single nucleotide polymorphism (SNP) genotyping, and de novo SNP discovery via RNA-Seq analysis of next-generation sequence data. We used these methods to map the introgressed regions in an iron-inefficient soybean NIL and found that the three mapping approaches are complementary when utilized in combination. The comparative RNA-Seq approach offers several additional advantages, including the greatest mapping resolution, marker depth, and de novo marker utility for downstream fine-mapping analysis. We applied the comparative RNA-Seq method to map genetic introgressions in an additional pair of NILs exhibiting differential seed protein content. Furthermore, we attempted to optimize the comparative RNA-Seq approach by assessing the impact of sequence depth, SNP identification methodology, and post hoc analyses on SNP discovery rates. We conclude that the comparative RNA-Seq approach can be optimized with sufficient sampling and by utilizing a post hoc correction accounting for gene density variation that controls for false discoveries.
Severin
Andrew J
AJ
Department of Agronomy, Iowa State University, Ames, Iowa 50011, USA.
Peiffer
Gregory A
GA
Xu
Wayne W
WW
Hyten
David L
DL
Bucciarelli
Bruna
B
O'Rourke
Jamie A
JA
Bolon
Yung-Tsi
YT
Grant
David
D
Farmer
Andrew D
AD
May
Gregory D
GD
Vance
Carroll P
CP
Shoemaker
Randy C
RC
Stupar
Robert M
RM
D002874:Chromosome Mapping / Q000379:methods*; D032461:Chromosomes, Plant / Q000235:genetics; D015723:Gene Library; D017343:Genes, Plant / Q000235:genetics; D023281:Genomics / Q000379:methods*; D007178:Inbreeding; D020411:Oligonucleotide Array Sequence Analysis; D020641:Polymorphism, Single Nucleotide / Q000235:genetics; D015203:Reproducibility of Results; D017423:Sequence Analysis, RNA; D013025:Glycine max / Q000235:genetics*