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Table 2 Top MI-associated genes (68 protein-coding and 2 lincRNAs) at FDR < 0.1. Eight coding genes supported by p value and direction are in bold

From: Genome-wide transcriptome study using deep RNA sequencing for myocardial infarction and coronary artery calcification

  

Discovery

(55 MI cases)

Replication

(28 MI cases, 41 CHD cases)

Gene Symbol

locus

Base Mean

log2Fold Change

Raw_p value

FDR

Rep_MI_p value

Rep_MI_direction

Rep_CHD_p value

APODa

3:195295572-195,311,076

301

− 0.19

1.29E-06

0.0075

0.63

Yes

0.51

DUS1L

17:80015381-80,023,763

902

0.41

1.97E-06

0.0075

0.778

No

0.331

AFF3

2:100162322-100,759,201

1478

−0.44

2.12E-06

0.0075

0.326

Yes

0.397

IRF7

11:612552-615,999

1652

0.41

2.50E-06

0.0075

0.286

Yes

0.378

IPO5

13:98605911-98,676,551

1866

−0.32

3.75E-06

0.0090

0.0416

Yes

0.115

SH3PXD2A

10:105348284-105,615,301

927

−0.40

5.93E-06

0.0119

0.248

Yes

0.0541

BACH2

6:90636247-91,006,627

3905

−0.37

1.09E-05

0.0188

0.48

Yes

0.586

PAX5

9:36833271-37,034,103

1406

−0.41

1.67E-05

0.0252

0.451

Yes

0.339

PHF6

X:133507282-133,562,820

704

−0.33

1.99E-05

0.0267

0.523

Yes

0.837

FCRL2

1:157715522-157,746,922

868

−0.40

2.26E-05

0.0272

0.482

Yes

0.37

VEZT

12:95611521-95,696,566

1024

−0.32

2.97E-05

0.0301

0.674

Yes

0.896

TRIM46

1:155145872-155,157,447

159

0.39

3.52E-05

0.0301

0.429

Yes

0.22

IFI6

1:27992571-27,998,729

1711

0.39

3.60E-05

0.0301

0.0291

Yes

0.0658

RAD52

12:1021242-1,099,219

1090

−0.30

3.75E-05

0.0301

0.65

No

0.394

BLK

8:11351509-11,422,113

562

−0.39

3.87E-05

0.0301

0.168

Yes

0.125

HLA-F

6:29690551-29,706,305

5562

0.27

3.99E-05

0.0301

0.307

Yes

0.286

IFI27

14:94571181-94,583,033

170

0.32

4.54E-05

0.0306

0.506

Yes

0.783

HNRNPR

1:23630263-23,670,829

2946

−0.26

4.56E-05

0.0306

0.00712

Yes

0.0141

ZNF44

19:12335500-12,405,702

671

−0.30

5.16E-05

0.0319

0.704

No

0.336

FCER2

19:7753643-7,767,032

592

−0.38

5.29E-05

0.0319

0.904

Yes

0.747

FRS2

12:69864128-69,973,562

1778

−0.26

5.88E-05

0.0328

0.913

No

0.576

HBG1

11:5269312-5,271,122

17,515

0.35

5.98E-05

0.0328

0.0753

Yes

0.38

PRKDC

8:48685668-48,872,743

9155

−0.22

6.59E-05

0.0337

0.41

Yes

0.907

MS4A1

11:60223224-60,238,233

3170

−0.38

6.91E-05

0.0337

0.217

Yes

0.163

FCRLA

1:161676761-161,684,142

562

−0.37

6.98E-05

0.0337

0.187

Yes

0.112

ACADVL

17:7120443-7,128,592

3648

0.26

8.06E-05

0.0370

0.061

No

0.0195

CCDC141

2:179694483-179,914,813

703

−0.37

8.28E-05

0.0370

0.398

Yes

0.884

HBG2

11:5274419-5,667,019

39,577

0.33

9.13E-05

0.0393

0.0082

Yes

0.0885

SKIL

3:170075465-170,114,623

1570

−0.25

9.53E-05

0.0396

0.42

No

0.493

GPT2

16:46918289-46,965,209

100

−0.32

0.00012109

0.0487

0.414

Yes

0.267

STRBP

9:125871778-126,030,855

1034

−0.34

0.00013802

0.0537

0.213

Yes

0.161

ZNF445

3:44481261-44,519,162

2182

−0.22

0.00014638

0.0552

0.995

Yes

0.681

RASGRF1

15:79252288-79,383,115

84

−0.22

0.00017229

0.0630

NA

 

NA

FIGNL1

7:50511830-50,518,088

234

−0.35

0.00017999

0.0639

0.61

No

0.394

PRKX

X:3522410-3,631,649

2556

−0.25

0.00018916

0.0652

0.0114

Yes

0.123

CLNKa

4:10488018-10,686,489

96

−0.29

0.00020296

0.0670

NA

 

NA

DDX6

11:118620033-118,661,858

10,805

−0.18

0.0002167

0.0670

0.986

No

0.62

DESI2

1:244816236-244,872,335

945

−0.27

0.00021823

0.0670

0.24

Yes

0.564

NPDC1

9:139933921-139,940,655

146

0.34

0.00021874

0.0670

0.000883

Yes

0.00258

NXF1

11:62559594-62,573,774

7228

0.16

0.00022235

0.0670

0.864

Yes

0.973

RNF113A

X:119004496-119,005,791

297

0.34

0.00025995

0.0737

NA

 

NA

RARS

5:167913449-167,946,304

1359

−0.27

0.0002653

0.0737

0.496

Yes

0.401

RHOBTB2

8:22844929-22,877,712

558

−0.34

0.0002664

0.0737

0.0741

Yes

0.0351

UGGT1

2:128848773-128,953,251

4889

−0.18

0.00026872

0.0737

0.176

Yes

0.31

ISG15

1:948802-949,920

635

0.34

0.00028111

0.0752

0.382

Yes

0.635

TIPARP

3:156391023-156,424,559

938

−0.26

0.00028679

0.0752

0.434

Yes

0.789

KSR2

12:117890816-118,406,788

98

−0.15

0.00029511

0.0757

NA

 

NA

ATP6V0D1

16:67471916-67,515,140

8907

0.20

0.00032105

0.0807

0.792

Yes

0.966

FBXO11

2:48016454-48,132,932

1609

−0.23

0.00033474

0.0811

0.182

No

0.0272

ZNF274

19:58694395-58,724,928

840

−0.29

0.00033608

0.0811

0.668

No

0.196

MCOLN1

19:7587511-7,598,895

1777

0.32

0.00034818

0.0823

0.321

Yes

0.494

DDX24

14:94517265-94,547,591

2085

−0.27

0.0003551

0.0824

0.0259

Yes

0.138

PEX26

22:18560688-18,613,905

1308

−0.26

0.00036948

0.0835

0.0651

Yes

0.025

TBC1D23

3:99979843-100,044,095

1794

−0.22

0.00037386

0.0835

0.756

No

0.399

WNT3

17:44839871-44,910,520

137

−0.24

0.00039387

0.0858

NA

 

NA

RAB30

11:82684174-82,782,965

804

−0.31

0.00040083

0.0858

0.659

Yes

0.635

ODF3B

22:50968138-50,971,009

533

0.33

0.00040552

0.0858

0.36

Yes

0.265

CDK2AP2

11:67273967-67,276,120

771

0.32

0.00042475

0.0872

0.604

No

0.365

CDKN2D

19:10677137-10,679,735

4162

0.28

0.00043108

0.0872

0.0279

Yes

0.0662

SLC6A16

19:49792894-49,828,482

611

−0.32

0.00043371

0.0872

0.654

Yes

0.38

MOAP1

14:93648540-93,651,273

427

0.32

0.00044545

0.0881

0.0415

No

0.0489

IRF4

6:391738-411,447

1629

−0.30

0.00046627

0.0907

0.206

Yes

0.47

S100PBP

1:33282367-33,324,476

2679

−0.23

0.00048111

0.0913

0.918

No

0.843

GPR15

3:98250742-98,251,960

181

0.28

0.00048423

0.0913

0.162

Yes

0.0226

DNAH7

2:196602426-196,933,536

151

−0.33

0.00051455

0.0939

NA

 

NA

TCF20

22:42556018-42,739,622

4310

−0.21

0.00052057

0.0939

0.216

Yes

0.307

EIF2S3L

12:10658200-10,675,734

393

−0.27

0.00052155

0.0939

NA

 

NA

PSMB6

17:4699438-4,701,790

615

0.31

0.00056066

0.0995

0.406

No

0.245

LINC00452b

13:114586639-114,588,308

14

−1.33

1.44E-05

0.0453

NA

 

NA

RP11-481 J2.2b

16:58455229-58,496,374

10

−1.21

6.33E-05

0.0997

NA

 

NA

  1. Significance of bold are those 8 coding genes replicated at p value
  2. aTwo genes (APOD, CLNK) are also associated with high CAC as shown in Table 3
  3. blincRNAs; FDR False Discovery Rate, Rep Replication, MI Myocardial Infarction, CHD Coronary Heart Disease, NA genes not found in the Replication Rotterdam Study cohort, Base Mean the average of reads mapped to this gene across all samples, Rep_MI_direction the effect direction (i.e., log2FoldChange direction) in our discovery cohort is the same as in the Replication cohort