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. 2023 May 10;14:1189662. doi: 10.3389/fpls.2023.1189662

Table 3.

Phenotypic variance in LT50 explained (R 2) by significant markers identified in GWAS.

A
Model R 2 with kinship R 2 without kinship Number of loci
SNP-based 0.30 0.48 8
Haplotype-based 0.26 0.45 71
B
Marker R 2 with kinship R 2 without kinship
SNP-based model
LG1_10733810 0.05 0.09
LG1_11608488 0.05 0.19
scaf_836_20601 0.05 0.10
scaf_1414_9867 0.04 0.01
LG1_20019082 0.02 0.08
scaf_153_142327 0.02 0.00
LG6_12095124 0.01 0.00
LG3_13453807 0.01 0.12
Haplotype-based model
LG1:11608425-11608558_31,2 0.05 0.19
LG1:10733751-10733981_31 0.05 0.09
LG2:26124549-26124674_01 0.04 0.15
LG1:4339801-4340029_24 0.04 0.03
LG3:13143867-13144034_06 0.04 0.12
scaf_670:26744-26998_19 0.03 0.08
scaf_28637:389-568_03 0.02 0.03

Regression analysis was performed, using allele frequencies of significant markers as predictors of LT50. The R 2 is given for both SNP- and haplotype-based models that either account for or do not account for kinship among accessions. A, R 2 for the regression models including all markers simultaneously; B, R 2 for the regression models including single markers.

1One haplotype had a p-value below the Bonferroni threshold of significance in the GWAS but it was included in further analyses because it was very close to being significant and included one significant SNP. 2Numbers at the end of each haplotype correspond to the variant number within HTP loci.