Table 4. Marker-trait associations identified in the collection using gene expression markers.
Trait | Transcript | Chr1 | Start2 | Estimate3 | SE4 | t-value5 | P-value | Adj-r2 | Annotations |
---|---|---|---|---|---|---|---|---|---|
Internode length | comp56323_c0_seq5 | NA6 | NA | −2.74 | 0.46 | −5.99 | 2.26E-07 | 0.41 | NA |
Stem diameter–2 months | comp57243_c2_seq2 | 02 | 3,455,626 | 73.48 | 13.0 | 5.65 | 7.57E-07 | 0.38 | RNA-binding protein 8A; mRNA processing |
comp52044_c2_seq3 | 10 | 42,053,143 | −13.38 | 2.35 | −5.69 | 6.68E-07 | 0.38 | Heat shock 70 kDa protein 15/Molecular chaperone | |
Leaflets–2 months | comp49135_c0_seq1 | 10 | 6,001,220 | 11.10 | 1.56 | 7.10 | 4.24E-09 | 0.49 | CER1-like 1/Fatty acid hydroxylase |
comp55774_c3_seq6 | 05 | 34,676,406 | −4.11 | 0.72 | −5.72 | 5.92E-07 | 0.38 | NA | |
Leaflets–5 months | comp52098_c0_seq1 | 02 | 33,390,379 | 45.40 | 6.89 | 6.59 | 2.59E-08 | 0.45 | Geranylgeranyl pyrophosphate synthase |
comp52098_c0_seq2 | 02 | 33,390,379 | −45.56 | 7.62 | −5.98 | 2.35E-07 | 0.41 | Geranylgeranyl pyrophosphate synthase | |
Yield/plant | comp57301_c0_seq1 | 08 | 51,938,872 | 0.02 | 0.00 | 6.96 | 6.96E-09 | 0.48 | GDSL esterase/lipase At1g71250; Geranylgeranyl reductase, choloroplastic |
comp55913_c0_seq2 | 08 | 52,258,272 | 0.03 | 0.00 | 6.70 | 1.80E-08 | 0.46 | Integral membrane protein; Late exocytosis, Golgi transport | |
comp49849_c0_seq1 | 05 | 30,357,198 | 0.04 | 0.01 | 6.48 | 3.93E-08 | 0.45 | NA; Possesses a signal peptide cleavage site | |
comp45738_c0_seq1 | 05 | 28,501,950 | 0.64 | 0.11 | 6.11 | 1.50E-07 | 0.42 | 14-3-3-like protein B | |
comp32096_c0_seq1 | 05 | 20,713,186 | −0.03 | 0.01 | -5.76 | 5.17E-07 | 0.39 | Uncharacterized protein At1g18480; Calcineurin-like phosphoesterase | |
comp55939_c2_seq5 | 03 | 23,432,180 | 0.01 | 0.00 | 5.73 | 5.83E-07 | 0.38 | UDP-glucose flavonoid 3-O-glucosyltransferase 7 | |
comp45738_c0_seq2 | 05 | 28,501,950 | −0.69 | 0.12 | −5.57 | 1.01E-06 | 0.37 | 14-3-3-like protein B | |
Tubers/plant | comp52843_c0_seq8 | 07 | 38,262,470 | 0.46 | 0.07 | 6.25 | 8.83E-08 | 0.43 | ADP-ribosylation factor GTPase-activating protein AGD7 |
comp57897_c0_seq2 | 08 | 4,984,724 | 0.60 | 0.11 | 5.66 | 7.42E-07 | 0.38 | N-terminal kinase-like protein | |
comp53873_c0_seq2 | 08 | 9,973,071 | 0.40 | 0.07 | 5.58 | 9.71E-07 | 0.37 | Ferrochelatase-2, chloroplastic | |
comp46887_c0_seq3 | 09 | 21,886,278 | 0.24 | 0.04 | 5.58 | 9.94E-07 | 0.37 | NA | |
comp54966_c0_seq3 | 11 | 8,691,266 | −0.94 | 0.17 | −5.56 | 1.06E-06 | 0.37 | Nucleoside-diphosphate-sugar epimerases; UDP-glucuronic acid oxidase | |
Mother tuber length | comp57964_c0_seq4 | 07 | 41,689,316 | −4.11 | 0.68 | −6.07 | 1.70E-07 | 0.41 | Mannosylglycoprotein endo-beta-mannosidase; Carbohydrate metabolism |
Child tuber weight | comp55913_c0_seq2 | 08 | 52,258,272 | 0.21 | 0.04 | 5.75 | 5.34E-07 | 0.39 | Integral membrane protein; Late exocytosis, Golgi transport |
Child tuber length | comp55913_c0_seq2 | 08 | 52,258,272 | 3.41 | 0.50 | 6.79 | 1.26E-08 | 0.47 | Integral membrane protein; Late exocytosis, Golgi transport |
comp57351_c3_seq6 | 02 | 47,947,761 | 19.12 | 2.83 | 6.76 | 1.42E-08 | 0.47 | Jasmonate ZIM domain-containing protein 3; JA signaling pathway | |
comp55939_c2_seq5 | 03 | 23,432,180 | 1.72 | 0.29 | 5.93 | 2.80E-07 | 0.40 | UDP-glucose flavonoid 3-O-glucosyltransferase 7 | |
comp56129_c4_seq6 | NA | NA | 8.05 | 1.36 | 5.92 | 2.87E-07 | 0.40 | NA | |
comp56118_c0_seq1 | 02 | 43,809,153 | 2.12 | 0.37 | 5.72 | 6.02E-07 | 0.38 | NA | |
comp57301_c0_seq1 | 08 | 51,938,872 | 2.38 | 0.42 | 5.71 | 6.13E-07 | 0.38 | GDSL esterase/lipase At1g71250; Geranylgeranyl reductase, choloroplastic | |
comp57243_c2_seq2 | 02 | 3,455,626 | 31.05 | 5.45 | 5.70 | 6.40E-07 | 0.38 | RNA-binding protein 8A; mRNA processing |
1Chr represents chromosomal location of transcript on Phaseolus vulgaris genome.
2Start represents start position of the transcript mapped to Phaseolus vulgaris genome.
3Estimate obtained from linear regression analysis.
4Standard error associated with the estimate.
5t-value is from a test with null hypothesis that the estimate is equal to zero (no effect).
6NA represents information not available. Transcripts associated with multiple traits are in bold.