Summary
Though several genes governing various major traits have been reported in rice, their superior haplotype combinations for developing ideal variety remains elusive. In this study, haplotype analysis of 120 previously functionally characterized genes, influencing grain yield (87 genes) and grain quality (33 genes) revealed significant variations in the 3K rice genome (
RG
) panel. For selected genes, meta‐expression analysis using already available datasets along with co‐expression network provided insights at systems level. Also, we conducted candidate gene based association study for the 120 genes and identified 21 strongly associated genes governing 10‐grain yield and quality traits. We report superior haplotypes upon phenotyping the subset of 3K
RG
panel,
SD
1
‐H8 with haplotype frequency (
HF
) of 30.13% in 3K
RG
panel,
MOC
1
‐H9 (
HF
: 23.08%),
IPA
1
‐H14 (
HF
: 6.64%),
DEP
3
‐H2 (
HF
: 5.59%),
DEP
1
‐H2 (
HF
: 37.53%),
SP
1
‐H3 (
HF
: 5.05%),
LAX
1
‐H5 (
HF
: 1.56%),
LP
‐H13 (3.64%),
OSH
1
‐H4 (5.52%),
PHD
1
‐H14 (
HF
: 15.21%),
AGO
7
‐H15 (
HF
: 3.33%),
ROC
5
‐H2 (31.42%),
RSR
1
‐H8 (
HF
: 4.20%) and
Os
NAS
3
‐H2 (
HF
: 1.00%). For heading date,
Ghd7
‐H8 (
HF
: 3.08%),
TOB
1
‐H10 (
HF
: 4.60%) flowered early,
Ghd7
‐H14 (
HF
: 42.60%),
TRX
1
‐H9 (
HF
: 27.97%),
Os
VIL
3
‐H14 (
HF
: 1.72%) for medium duration flowering, while
Ghd7
‐H6 (
HF
: 1.65%),
SNB
‐H9 (
HF
: 9.35%) were late flowering.
GS
5
‐H4 (
HF
: 65.84%) attributed slender,
GS
5
‐H5 (
HF
: 29.00%),
GW
2
‐H2 (
HF
: 4.13%) were medium slender and
GS
5
‐H9 (
HF
: 2.15%) for...