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Table 3 Marker loci associated with grain quality traits commonly detected using QK model

From: The Usefulness of Known Genes/Qtls for Grain Quality Traits in an Indica Population of Diverse Breeding Lines Tested using Association Analysis

Trait

Marker

DSN0

DSN90

DSN180

WSN0

WSN45

WSN90

AC

GBSSI-4-IF

2.20 × 10−15/0.2218

7.95 × 10−15/0.2186

6.08 × 10−17/0.2497

7.22 × 10−18/0.2552

1.11 × 10−12/0.1809

2.50 × 10−14/0.2014

 

GBSSI-1-IF

1.13 × 10−26/0.4087

5.11 × 10−28/0.4455

1.98 × 10−26/0.4114

5.20 × 10−29/0.4434

3.35 × 10−24/0.3643

3.05 × 10−23/0.3436

 

RM111

1.66 × 10−2/0.0448

6.58 × 10−3/0.0513

1.02 × 10−2/0.0493

2.83 × 10−3/0.0531

3.47 × 10−3/0.0562

2.53 × 10−2/0.0394

 

SSIIa-IF

 

3.88 × 10−2/0.0328

3.83 × 10−2/0.033

1.61 × 10−2/0.0343

3.50 × 10−2/0.0328

3.26 × 10−2/0.0307

GC

GBSSI-4-IF

4.11 × 10−7/0.0962

4.09 × 10−7/0.1094

2.85 × 10−2/0.0353

3.93 × 10−5/0.0704

5.70 × 10−5/0.0762

2.34 × 10−3/0.0515

 

SSIIa-IF

3.01 × 10−4/0.0523

2.26 × 10−3/0.0516

2.35 × 10−3/0.0528

1.93 × 10−2/0.0346

1.50 × 10−2/0.0343

2.26 × 10−3/0.0539

 

SSIIaSNP2

3.01 × 10−4/0.0459

2.26 × 10−3/0.0439

1.69 × 10−3/0.0475

1.93 × 10−2/0.0261

7.53 × 10−3/0.0347

2.26 × 10−3/0.0453

 

SSIIa-F

3.01 × 10−4/0.0603

1.75 × 10−2/0.0447

1.66 × 10−2/0.0474

3.28 × 10−2/0.0344

 

1.32 × 10−2/0.0471

 

RM204

9.64 × 10−4/0.0574

2.95 × 10−2/0.045

  

1.27 × 10−2/0.0503

 

GL

RGS1

1.70 × 10−21/0.3241

4.44 × 10−13/0.2000

1.27 × 10−17/0.2617

3.44 × 10−18/0.2695

4.71 × 10−12/0.1752

1.30 × 10−7/0.1127

 

RM5436.2

1.54 × 10−4/0.0967

8.15 × 10−5/0.105

9.17 × 10−7/0.1282

1.58 × 10−5/0.1111

3.13 × 10−2/0.0539

2.61 × 10−2/0.0609

 

RM15206

2.97 × 10−5/0.0793

2.91 × 10−3/0.0518

2.47 × 10−6/0.0842

3.89 × 10−7/0.1042

1.24 × 10−3/0.0549

2.61 × 10−2/0.0348

 

GBSSII-F

2.59 × 10−3/0.0408

4.15 × 10−3/0.0393

9.17 × 10−7/0.0853

1.67 × 10−4/0.0539

1.38 × 10−2/0.0306

 
 

GBSSII-IF

5.71 × 10−3/0.0416

1.05 × 10−2/0.0412

1.68 × 10−6/0.0884

5.23 × 10−4/0.0555

3.13 × 10−2/0.0306

 
 

RM5499

4.48 × 10−3/0.0593

6.23 × 10−6/0.1098

2.01 × 10−6/0.1036

9.48 × 10−5/0.0841

2.10 × 10−2/0.047

 
 

RM16

5.71 × 10−3/0.0550

3.64 × 10−2/0.0459

1.26 × 10−2/0.0449

8.32 × 10−3/0.0503

  
 

RM18751

  

1.26 × 10−2/0.0327

1.42 × 10−2/0.0341

1.65 × 10−2/0.0368

2.61 × 10−2/0.0341

 

SSI-2-IF

7.48 × 10−3/0.0311

 

2.74 × 10−3/0.0342

5.15 × 10−3/0.0323

6.47 × 10−3/0.0355

 
 

RMw513

2.89 × 10−2/0.0488

 

2.74 × 10−3/0.0618

1.83 × 10−3/0.067

  

GW

RGS1

4.28 × 10−8/0.1211

2.09 × 10−4/0.0679

8.96 × 10−7/0.1046

3.53 × 10−7/0.1087

5.67 × 10−5/0.0733

4.95 × 10−3/0.0498

 

RMw513

1.58 × 10−4/0.0898

4.60 × 10−4/0.0839

1.92 × 10−6/0.1216

1.57 × 10−6/0.1213

5.67 × 10−5/0.0985

8.31 × 10−4/0.0857

 

Indel1

1.81 × 10−4/0.0651

1.32 × 10−4/0.0739

1.58 × 10−3/0.0551

2.98 × 10−3/0.0498

2.99 × 10−2/0.033

 
 

RM21945

6.60 × 10−3/0.051

2.99 × 10−3/0.0572

6.13 × 10−3/0.0518

7.37 × 10−3/0.0506

  
 

RM21950

1.39 × 10−4/0.0705

1.32 × 10−4/0.073

5.44 × 10−3/0.0465

2.98 × 10−3/0.0511

  
 

SSI-2-IF

1.17 × 10−2/0.0304

 

1.29 × 10−2/0.0303

1.27 × 10−2/0.0299

2.89 × 10−2/0.0263

 
 

RM21964

7.21 × 10−3/0.0494

1.64 × 10−2/0.045

1.29 × 10−2/0.0389

   
 

RM18360

1.17 × 10−2/0.0382

 

1.43 × 10−2/0.0373

8.91 × 10−3/0.0407

  

LWR

RGS1

2.44 × 10−16/0.236

2.27 × 10−9/0.1433

9.44 × 10−13/0.1892

3.84 × 10−14/0.206

1.13 × 10−9/0.1402

1.26 × 10−5/0.0874

 

RMw513

6.58 × 10−4/0.0759

5.07 × 10−3/0.0673

2.45 × 10−5/0.1053

5.21 × 10−6/0.1132

9.74 × 10−4/0.0781

4.65 × 10−3/0.0705

 

Indel1

1.27 × 10−5/0.0811

1.60 × 10−4/0.0722

6.99 × 10−5/0.0728

4.09 × 10−4/0.060

4.20 × 10−3/0.0441

4.13 × 10−2/0.0334

 

RM15206

6.62 × 10−4/0.0537

1.12 × 10−2/0.0408

2.38 × 10−4/0.0642

9.68 × 10−6/0.0827

2.82 × 10−3/0.0485

2.19 × 10−2/0.0395

 

SSI-2-IF

2.26 × 10−3/0.0365

 

2.27 × 10−3/0.0386

2.46 × 10−3/0.0376

4.04 × 10−3/0.0367

 
 

RM21945

1.69 × 10−3/0.0548

5.89 × 10−3/0.0525

1.41 × 10−3/0.0605

2.46 × 10−3/0.0534

  
 

RM21950

1.07 × 10−4/0.0667

8.32 × 10−4/0.0603

2.26 × 10−3/0.0483

1.04 × 10−3/0.0535

  
 

RM5436.2

6.12 × 10−3/0.0629

1.36 × 10−3/0.0834

1.91 × 10−3/0.0765

2.46 × 10−3/0.0728

  
 

RM5499

 

1.52 × 10−2/0.0513

2.58 × 10−2/0.0434

1.48 × 10−2/0.0482

  
 

GBSSII-F

4.76 × 10−2/0.0175

 

4.3 × 10−2/0.0347

2.35 × 10−2/0.0240

  
 

RM16

1.34 × 10−2/0.0463

 

3.87 × 10−2/0.0404

  

4.13 × 10−2/0.0454

DEC

SSIIa-F

6.08 × 10−7/0.1061

1.39 × 10−4/0.0791

5.38 × 10−5/0.0896

5.92 × 10−7/0.1066

8.73 × 10−6/0.0867

1.55 × 10−5/0.0888

 

SSIIa-IF

3.24 × 10−8/0.1223

1.39 × 10−4/0.0737

2.88 × 10−4/0.0626

1.84 × 10−10/0.1535

1.65 × 10−6/0.0901

1.40 × 10−8/0.1297

 

SSIIaSNP2

4.91 × 10−7/0.0905

2.17 × 10−4/0.0552

1.88 × 10−4/0.0588

1.19 × 10−8/0.1121

1.65 × 10−6/0.080

8.64 × 10−7/0.0894

 

RMw513

1.98 × 10−2/0.0501

2.82 × 10−4/0.0847

3.81 × 10−4/0.0806

1.52 × 10−2/0.0529

2.44 × 10−2/0.0412

4.16 × 10−2/0.0489

 

RM18068

4.64 × 10−4/0.070

3.27 × 10−4/0.0755

1.16 × 10−2/0.0503

1.15 × 10−4/0.0814

4.79 × 10−2/0.0282

3.43 × 10−2/0.0455

 

GBSSI-1-IF

3.67 × 10−6/0.0849

5.47 × 10−3/0.0402

 

1.02 × 10−3/0.0528

5.16 × 10−3/0.0379

8.08 × 10−4/0.0561

 

GBSSI-3-IF

4.74 × 10−4/0.0545

2.77 × 10−2/0.0292

 

1.52 × 10−2/0.0346

9.46 × 10−3/0.033

 
 

RI02451

8.25 × 10−4/0.0507

3.40 × 10−3/0.0444

 

1.01 × 10−2/0.0386

4.61 × 10−4/0.0525

 

PGWC

SSIIa-F

8.22 × 10−9/0.1277

4.11 × 10−6/0.0993

6.33 × 10−4/0.069

5.04 × 10−9/0.1323

3.83 × 10−6/0.0957

1.35 × 10−7/0.1162

 

SSIIa-IF

1.88 × 10−12/0.1761

1.49 × 10−7/0.1141

6.63 × 10−5/0.0779

2.99 × 10−13/0.1896

6.11 × 10−8/0.1171

1.17 × 10−10/0.1575

 

SSIIaSNP2

2.94 × 10−10/0.1288

1.49 × 10−7/0.1003

6.63 × 10−5/0.0657

9.58 × 10−11/0.1347

4.80 × 10−7/0.0897

7.79 × 10−9/0.1152

 

GBSSI-1-IF

1.01 × 10−6/0.089

3.13 × 10−2/0.0337

 

4.48 × 10−5/0.0689

8.57 × 10−3/0.0409

2.22 × 10−4/0.0625

 

GBSSI-3-IF

1.81 × 10−4/0.0583

4.60 × 10−2/0.0308

 

2.23 × 10−2/0.0316

4.28 × 10−2/0.0284

 
 

RM18068

8.29 × 10−3/0.0486

2.72 × 10−4/0.0781

3.52 × 10−3/0.0622

3.60 × 10−3/0.0553

  
 

RGS1

9.21 × 10−3/0.0351

  

1.97 × 10−3/0.0462

3.72 × 10−2/0.0304

 
 

RI02451

8.03 × 10−3/0.0371

4.93 × 10−3/0.045

4.01 × 10−2/0.0302

   
  1. Markers associated with single trait more than 3 times using QK were presented on this table
  2. The number before and after “/” represent q value and R 2 respectively. Markers with a significant marker-trait association are reported at q FDR < 0.05. R 2 indicates the percentage of the total variation explained by each locus
  3. Trait abbreviations are as in Table 1