Table 3. Genetic and Pearson’s rank correlations of end-use quality traits for the recombinant inbred lines (RILs) population derived from a cross between Glenn and Traverse across all environments. Values in bold displayed above the diagonal indicate genetic correlation coefficients, and values under the diagonal show Pearson correlation coefficients.
Traita | GPC | BMT | BA | BLV | CBCL | CTCL | FE | MIXOPA | MELS | MERS | MMLPT | MMLPV | MMLTV | MMLPW | MMLPI | DO |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GPC | — | −0.29**c | 0.42** | 0.76** | 0.18 | 0.48** | −0.31** | 0.25** | 0.70** | −0.49** | −0.35** | 0.74** | 0.34** | 0.40** | 0.11 | 0.10 |
BMT | −0.29**b | — | −0.17 | −0.29** | −0.05 | 0.27** | −0.02 | 0.73** | −0.60** | 0.69** | 0.90** | −0.11 | 0.69** | 0.50** | 0.89** | 0.27** |
BA | 0.33** | −0.12 | — | 0.22* | 0.21* | 0.14 | −0.53** | 0.31** | 0.61** | −0.36** | −0.46** | 0.80** | 0.37** | 0.32** | 0.01 | 0.07 |
BLV | 0.59** | −0.24** | 0.16 | — | 0.29** | 0.97** | −0.08 | 0.43** | 0.76 | −0.37** | −0.22* | 0.70** | 0.38** | 0.48** | 0.24** | 0.01 |
CBCL | 0.13 | −0.06 | 0.10 | 0.23** | — | 0.39** | −0.41** | 0.10 | 0.24** | 0.13 | −0.05 | 0.08 | 0.10 | −0.03 | 0.13 | −0.30** |
CTCL | 0.21* | 0.06 | 0.06 | 0.34** | 0.07 | — | −0.49** | 0.65** | 0.48** | 0.10 | 0.16 | 0.62** | 0.71** | 0.71** | 0.65** | −0.65** |
FE | −0.24** | −0.04 | −0.36** | −0.05 | −0.20* | −0.16 | — | −0.20* | −0.18 | −0.02 | 0.07 | −0.25** | −0.25** | −0.35** | −0.16 | −0.13 |
MIXOPA | 0.24** | 0.57** | 0.22* | 0.30** | 0.07 | 0.37** | −0.14 | — | −0.13 | 0.58** | 0.58** | 0.45** | 0.97** | 0.83** | 0.92** | 0.08 |
MELS | 0.57** | −0.48** | 0.41** | 0.46** | 0.14 | 0.17 | −0.11 | 0.01 | — | −0.87** | −0.79** | 0.79** | −0.03 | 0.09 | −0.43** | 0.03 |
MERS | −0.48** | 0.55** | −0.27** | −0.26** | 0.01 | 0.02 | −0.03 | 0.25** | −0.67** | — | 0.83** | −0.67** | 0.33** | 0.16 | 0.61** | −0.02 |
MMLPT | −0.35** | 0.85** | −0.39** | −0.19* | −0.06 | 0.05 | 0.04 | 0.44** | −0.64** | 0.68** | — | −0.48** | 0.45** | 0.36** | 0.97** | 0.24** |
MMLPV | 0.62** | −0.11 | 0.48** | 0.39** | 0.01 | 0.30** | −0.14 | 0.42** | 0.61** | −0.54** | −0.31** | — | 0.49** | 0.83** | −0.03 | −0.21* |
MMLTV | 0.33** | 0.48** | 0.26** | 0.24** | 0.02 | 0.33** | −0.17 | 0.79** | 0.08 | 0.11 | 0.36** | 0.67** | — | 0.96** | 0.80** | 0.11 |
MMLPW | 0.35** | 0.31** | 0.20* | 0.27** | 0.02 | 0.35** | −0.19* | 0.66** | 0.13 | −0.04 | 0.18* | 0.60** | 0.71** | — | 0.71** | −0.17 |
MMLPI | 0.04 | 0.67** | 0.03 | 0.10 | 0.04 | 0.14 | −0.17 | 0.62** | −0.29** | 0.41** | 0.75** | 0.01 | 0.53** | 0.34** | — | 0.56** |
DO | 0.13 | 0.09 | 0.02 | 0.03 | −0.03 | −0.09 | −0.04 | 0.11 | 0.05 | −0.11 | 0.14 | 0.05 | 0.15 | 0.04 | 0.24** | — |
GPC: grain protein content, BMT: bake mixing time, BA: baking absorption, BLV: bread loaf volume, CBCL: crumb color, CTCL: crust color, FE: flour extraction rate, MIXOPA: the general mixograph pattern, MELS: mixograph envelope left slope, MERS: mixograph envelope right slope, MMLPT: mixograph MID line peak time, MMLPV: mixograph MID line peak value, MMLTV: mixograph MID line time * value, MMLPW: mixograph MID line peak width, MMLPI: mixograph MID line peak integral; DO: dough character.
Genetic correlation coefficient according to Holland 2006.
Pearson correlation based on BLUP values.
and ** Significant at P < 0.05 and 0.01, respectively; ns not significant at P < 0.05.