TY - JOUR
T1 - Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
AU - Brzozowski, Lauren J.
AU - Hu, Haixiao
AU - Campbell, Malachy T.
AU - Broeckling, Corey D.
AU - Caffe, Melanie
AU - Gutierrez, Lucıa
AU - Smith, Kevin P.
AU - Sorrells, Mark E.
AU - Gore, Michael A.
AU - Jannink, Jean Luc
N1 - Publisher Copyright:
© The Author(s) 2021
PY - 2022/3
Y1 - 2022/3
N2 - Plant breeding strategies to optimize metabolite profiles are necessary to develop health-promoting food crops. In oats (Avena sativa L.), seed metabolites are of interest for their antioxidant properties, yet have not been a direct target of selection in breeding. In a diverse oat germplasm panel spanning a century of breeding, we investigated the degree of variation of these specialized metabolites and how it has been molded by selection for other traits, like yield components. We also ask if these patterns of variation persist in modern breeding pools. Integrating genomic, transcriptomic, metabolomic, and phenotypic analyses for three types of seed specialized metabolites-avenanthramides, avenacins, and avenacosides-we found reduced heritable genetic variation in modern germplasm compared with diverse germplasm, in part due to increased seed size associated with more intensive breeding. Specifically, we found that abundance of avenanthramides increases with seed size, but additional variation is attributable to expression of biosynthetic enzymes. In contrast, avenacoside abundance decreases with seed size and plant breeding intensity. In addition, these different specialized metabolites do not share large-effect loci. Overall, we show that increased seed size associated with intensive plant breeding has uneven effects on the oat seed metabolome, but variation also exists independently of seed size to use in plant breeding. This work broadly contributes to our understanding of how plant breeding has influenced plant traits and tradeoffs between traits (like growth and defense) and the genetic bases of these shifts.
AB - Plant breeding strategies to optimize metabolite profiles are necessary to develop health-promoting food crops. In oats (Avena sativa L.), seed metabolites are of interest for their antioxidant properties, yet have not been a direct target of selection in breeding. In a diverse oat germplasm panel spanning a century of breeding, we investigated the degree of variation of these specialized metabolites and how it has been molded by selection for other traits, like yield components. We also ask if these patterns of variation persist in modern breeding pools. Integrating genomic, transcriptomic, metabolomic, and phenotypic analyses for three types of seed specialized metabolites-avenanthramides, avenacins, and avenacosides-we found reduced heritable genetic variation in modern germplasm compared with diverse germplasm, in part due to increased seed size associated with more intensive breeding. Specifically, we found that abundance of avenanthramides increases with seed size, but additional variation is attributable to expression of biosynthetic enzymes. In contrast, avenacoside abundance decreases with seed size and plant breeding intensity. In addition, these different specialized metabolites do not share large-effect loci. Overall, we show that increased seed size associated with intensive plant breeding has uneven effects on the oat seed metabolome, but variation also exists independently of seed size to use in plant breeding. This work broadly contributes to our understanding of how plant breeding has influenced plant traits and tradeoffs between traits (like growth and defense) and the genetic bases of these shifts.
KW - Avena sativa
KW - avenacin
KW - avenacoside
KW - avenanthramide
KW - eQTL
KW - plant breeding
KW - seed size
KW - specialized metabolism
KW - transcriptomics
UR - http://www.scopus.com/inward/record.url?scp=85125882908&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85125882908&partnerID=8YFLogxK
U2 - 10.1093/g3journal/jkab419
DO - 10.1093/g3journal/jkab419
M3 - Article
C2 - 34893823
AN - SCOPUS:85125882908
SN - 2160-1836
VL - 12
JO - G3: Genes, Genomes, Genetics
JF - G3: Genes, Genomes, Genetics
IS - 3
M1 - jkab419
ER -