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Table 4 Candidate genes for breast muscle weight and IMF contents

From: Large-scale transcriptome sequencing in broiler chickens to identify candidate genes for breast muscle weight and intramuscular fat content

Trait

Candidate gene

Position

Method

Effect (SE)a

Module

BMW

PABPC1

chr2:128,496,930–128,511,621

EN-1SE

− 1.46E−02 (6.90E−03)

Black

LASSO-1SE

− 2.70E−02 (2.70E−02)

BMW

SCAF4

chr1:106,003,107–106,047,331

EN-1SE

− 9.20E−03 (4.38E−03)

Pink

BMW

AMY1A

chr8:11,450,028–11,459,763

EN-1SE

1.42E−02 (7.23E−03)

Black

LASSO-1SE

2.93E−02 (2.96E−02)

BMW

ATG9A

chr7:22,223,873–22,232,130

EN-1SE

− 4.27E-03 (2.27E−03)

Blue

BMW

SERPINB6L

chr2:67,630,807–67,640,267

EN-1SE

8.84E−03 (4.75E−03)

Pink

LASSO-1SE

7.09E−06 (1.75E−02)

BMW

RNPS1

chr14:14,178,476–14,188,562

EN-1SE

− 6.66E−03 (4.11E−03)

Pink

BMW

EDC3

chr10:2,903,180–2,929,046

EN-1SE

− 4.88E−03 (3.08E−03)

Pink

BMW

NSD1

chr13:10,923,976–10,979,820

EN-1SE

− 4.71E-03 (2.99E−03)

Pink

BMW

EEF2

chr28:1,553,588–1,561,522

EN-1SE

− 5.95E−03 (3.91E−03)

Blue

BMW

TBC1D16

chr18:9,562,960–9,588,413

EN-1SE

9.20E−03 (6.21E−03)

–

BMW

GOLM1

chr35:40,775,848–40,812,641

EN-1SE

7.40E−03 (5.65E−03)

–

BMW

PTPN4

chr7:25,316,975–25,421,700

EN-1SE

− 5.52E−03 (4.30E−03)

Green

BMW

FGFR1

chr22:2,646,704–2,665,806

EN-1SE

− 7.92E−03 (6.30E−03)

–

BMW

FBP2

chr35:41,434,016–41,454,580

EN-1SE

4.99E−03 (3.99E−03)

Black

BMW

CETN1

chr4: 11,283,946–11,288,350

EN-1SE

4.95E−03 (4.01E−03)

Turquoise

BMW

SCYL3

chr8:5,441,379–5,454,438

EN-1SE

− 4.33E−03 (3.52E−03)

Pink

BMW

TLK2

chr27:4,774,305–4,818,359

EN-1SE

− 2.89E−03 (2.44E−03)

Pink

BMW

CMPK1

chr8:22,291,575–22,304,067

EN-1SE

3.73E−03 (3.20E−03)

Blue

BMW

EIF4EBP1

chr22:2,560,354–2,564,665

EN-1SE

− 4.23E−03 (4.10E−03)

Blue

BMW

PFKP

chr2:11,439,905–11,481,490

EN-1SE

4.29E−03 (4.77E−03)

Yellow

BMW

PA2G4

chr33:7,033,372–7,044,838

EN-1SE

− 2.81E−03 (3.53E−03)

Cyan

BMW

MECP2

chr30:360,508–372,669

EN-1SE

− 2.24E−03 (2.83E−03)

Blue

BMW

EP300

chr1:49,778,616–49,836,401

EN-1SE

− 1.63E−03 (2.19E−03)

Pink

BMW

LOC107052698

chr2:99,744,162–99,754,138

EN-1SE

2.98E−03 (4.37E−03)

–

BMW

TCTN1

chr15:6,275,491–6,287,845

EN-1SE

2.95E−03 (4.44E−03)

Pink

BMW

FOXD3

chr8:28,132,659–28,134,130

EN-1SE

− 2.78E−03 (4.38E−03)

Blue

LMM

− 3.86E−01 (6.73E−03) (p = 1.90E−08)

BMW

SRPK2

chr1:13,957,491–14,095,954

EN-1SE

2.62E−03 (4.35E−03)

–

BMW

HNRNPA1

chr33:7,724,007–7,730,306

EN-1SE

− 1.07E-03 (2.24E−03)

Blue

BMW

AP3B2

chr10:1,820,119–1,831,108

EN-1SE

3.30E−03 (7.23E−03)

–

BMW

GTF2IRD1

chr19:2,866,852–2,916,929

EN-1SE

− 1.43E−03 (3.41E−03)

Blue

BMW

AKAP5

chr5:53,099,294–53,106,255

EN-1SE

1.95E−03 (4.84E−03)

Black

BMW

PURG

chr4:34,642,974–34,668,274

EN-1SE

1.62E−03 (4.22E−03)

–

BMW

C5H15orf57

chr5:1,125,535–1,132,713

EN-1SE

1.38E−03 (4.10E−03)

–

BMW

BDH2

chr4:60,973,522–60,987,649

EN-1SE

1.17E−03 (3.85E−03)

Pink

BMW

CEBPG

chr11:10,311,180–10,315,686

EN-1SE

− 5.22E−04 (2.14E−03)

Brown

BMW

HELZ

chr18:7,145,227–7,219,254

EN-1SE

− 9.49E−04 (4.09E−03)

Blue

BMW

UBE2O

chr18:4,379,218–4,428,651

EN-1SE

− 2.71E−04 (1.40E−03)

Pink

BMW

COQ7

chr14:8,869,571–8,882,281

EN-1SE

3.96E−04 (2.39E−03)

Black

BMW

MSANTD3

chr2:89,075,200–89,090,503

EN-1SE

4.85E−04 (4.01E−03)

Midnightblue

BMW

VEZF1

chr19:8,866,657–8,883,692

EN-1SE

− 2.47E−04 (2.49E−03)

Blue

BMW

UBP1

chr2:44,569,864–44,605,832

EN-1SE

− 1.48E−04 (2.29E−03)

Pink

BMW

MZT1

chr1:157,641,451–157,646,198

EN-1SE

1.25E−04 (2.24E−03)

Turquoise

BMW

RBL2

chr11:4,992,998–5,010,973

EN-1SE

− 3.24E−05 (2.34E−03)

Pink

IMF

THRA

chr27:7,152,162- 7,163,448

EN-1SE

− 1.04E−16 (9.23E−03)

MEBrown

LMM

− 2.77E−01 (5.30E−02) (p = 2.89E−07)

TG

COMMD4

chr10:3,091,477–3,093,335

LMM

2.84E−01 (5.97E−02) (p = 2.87E−06)

MEBrown

TG

HIST1H110

chr1:48,103,557–48,104,467

LMM

2.31E−01 (4.89E−02) (p = 3.22E−06)

–

CHO

PEA15L1

chr23:6,137,230–6,144,560

EN-1SE

1.17E−17 (3.51E−03)

MEGreen

PL

SCFD1

chr5:34,370,974–34,415,640

EN-1SE

1.06E−16 (1.21E−02)

MEYellow

  1. BMW breast muscle weight, IMF Intramuscular fat percentage, TG relative triglycerides content, CHO relative cholesterol content, PL relative phospholipids content, LMM linear mixed model, EN-1SE elastic net with parameters determined based on one standard error rule, LASSO-1SE least absolute shrinkage and selection operator with parameters determined based on one standard error rule
  2. aEstimated effects and SE (standard errors) are in standard deviation units