GWAS reveals the genetic complexity of fructan accumulation patterns in barley grain
We profiled the grain oligosaccharide content of 154 two-row spring barley genotypes and quantified 27 compounds, mainly fructans, that exhibited differential abundance. Clustering revealed two major profile groups where the ‘high’ set contained greater amounts of sugar monomers, sucrose and overall fructans, but lower fructosylraffinose. GWAS identified a significant association for the variability of two fructan types; neoseries-DP7 and inulin-DP9 which showed increased strength when a compound-ratio GWAS was applied. Gene models within this region included five fructan biosynthesis genes, of which three (fructan:fructan 1-fructosyltransferase, sucrose:sucrose 1-fructosyltransferase, and sucrose:fructan 6-fructosyltransferase) have already been described. The remaining two, 6(G)-fructosyltransferase and vacuolar invertase1 have not previously been linked to fructan biosynthesis in barley and showed expression patterns distinct from those of the other three genes, including exclusive expression of 6(G)-fructosyltransferase in outer grain tissues at the storage phase. From exome capture data several SNPs related to inulin- and neoseries-type fructan variability were identified in fructan:fructan 1-fructosyltransferase and 6(G)-fructosyltransferase genes Co-expression analyses uncovered potential regulators of fructan biosynthesis including transcription factors. Our results provide evidence for the distinct biosynthesis of neoseries-type fructans during barley grain maturation plus new gene candidates likely involved in the differential biosynthesis of the various fructan types.Highlight Grain fructan profiles in barley are more complex than previously expected and variations in a diversity panel relate to a genomic region where fructan biosynthesis genes cluster.Abbreviations1-FFTfructan:fructan 1-fructosyltransferase1-SSTsucrose:sucrose 1-fructosyltransferase6-SFTsucrose:fructan 6-fructosyltransferase6G-FFT6(G)-fructosyltransferaseDAPdays after pollinationDPdegree of polymerisationDMdry matterELSDevaporative light scattering detectionFDRfalse discovery rateFOSfructooligosaccharidesFPKMfragments per kilobase, per million mapped readsGWAgenome wide associationGWASgenome wide association studyHAIhours after imbibitionHPAEC–PADhigh pH anion exchange chromatography with pulsed amperometric detectionHPLChigh performance liquid chromatographyKPkestopentaoseKTkestotetraoseLCliquid chromatographyLDlinkage disequilibriumLODlogarithm of oddsMAFminimum allele frequencyMSmass spectrometryNGNeural GasNSneoseries-type fructanPprobability valuePEGpolyethylene glycolQTLquantitative trait lociRFOraffinose family oligosaccharidesRTretention timeSNPsingle nucleotide polymorphismsSPEsolid phase extractionTFAtrifluoroacetic acidTPMtranscripts per millionVI-1vacuolar invertase1View Full Text