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Table 1 Major putative QTL (R2 > 10.0%) associated with soybean seed protein concentration identified by multiple QTL mapping (MQM) in the two RIL populations (‘AC X790P x S18-R6’ and ‘AC X790P x S23-T5’) evaluated in five environments (CHA15, CHA16, MER15, MER16 and PAL16)

From: Genomic regions associated with important seed quality traits in food-grade soybeans

QTL Namea

Chr.

POPn

Flanking Markers

Size (cM)

LODb

Ac

R2 (%)

Source

Referencesd

qPro_Gm01–2

1

2

S01_42371693

S01_42555910

2.19

4.56

0.4578

10.4

S23-T5

–

qPro_Gm02–3

2

1

S02_40793724

S02_41072417

4.58

5.16

0.4115

10.4

AC X790P

VALSMA; 1,2

qPro_Gm04–3

4

2

S04_44592458

S04_45008840

1.64

5.25

0.4931

11.0

S23-T5

2, 3, 11

qPro_Gm04–4

4

1

S04_48435528

S04_49024162

14.21

6.03

0.3570

13.7

AC X790P

–

qPro_Gm05–2

5

1

S05_38330071

S05_38993543

12.31

6.80

0.4132

14.2

AC X790P

VALSMA

qPro_Gm06–1

6

1

S06_19074

S06_699413

1.68

10.19

0.4408

21.9

S18-R6

–

qPro_Gm06–3

6

1

S06_9128442

S06_11029737

19.08

5.51

0.3339

12.6

S18-R6

VALSMA

qPro_Gm06–6

6

1

S06_30639643

S06_33589987

0.28

5.80

0.3046

13.2

AC X790P

2, 5, 6, 7

qPro_Gm08–2

8

1

S08_43864875

S08_43896183

2.25

5.38

0.3936

12.3

AC X790P

VALSMA

qPro_Gm12–3

12

1

S12_924424

S12_1147989

11.46

6.45

0.4943

11.6

S18-R6

–

qPro_Gm12–4

12

1

S12_3518939

S12_3666689

7.64

6.63

0.4757

12.0

S18-R6

–

qPro_Gm13–4

13

2

S13_28227783

S13_28254683

4.46

8.54

2.2804

11.6

AC X790P

VALSMA

qPro_Gm15–3

15

2

S15_10218629

S15_10877491

1.64

5.63

0.6925

11.5

AC X790P

VALSMA; 4,8,9,10

qPro_Gm18–4

18

1

S18_52660341

S18_53019901

18.54

4.50

0.2713

10.4

AC X790P

VALSMA; 2

  1. aQTL for the same trait detected in all individual environments (CHA15, CHA16, MER15, MER16 and PAL16) and the combined environment (GMET) with the same or overlapping marker interval was designated as one QTL. QTL highlighted in bold are novel QTL and were validated in the other RIL population
  2. bLOD thresholds were calculated through a permutation test with 1000 iterations and a Type I error rate of 0.001
  3. cAdditive effects calculated as the absolute value of half the subtraction of the mean of genotypes with the ‘S18-R6’ (‘POPn_1’) or ‘S23-T5’ (POPn_2) allele (negative effect) from the mean of genotypes with the ‘AC X790P’ allele (positive allele)
  4. dIndicating that the QTL was confirmed in the other RIL population through multiple QTL mapping (VALMQM), single marker analysis (VALSMA), and/or has been reported previously in the reference(s): 1. [31] 2. [30] 3. [32] 4. [28] 5. [34] 6. [36] 7. [35] 8. [26] 9. [29] 10. [27].11. [33]