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Table 2 Sex, age, and ethnicity (fixed effect) contributions to intersubject variation for 43 genes, in decreasing order of percentage of variance explained (equation 3).

From: Limited Dynamic Range of Immune Response Gene Expression Observed in Healthy Blood Donors Using RT-PCR

Gene

Percent of Variance Explained by Sex, Age, and Ethnicity

P Values for Effect

Fold Change Corresponding to Effect

Fold Change Corresponding to Age Difference (69 vs. 23 years)

Sex

Ethnicity

Sex + Ethnicity

Age

Sex + Age

Ethnicity + Age

Sex + Ethnicity + Age

WM vs. WF

HF vs. WF

HM vs. WF

WF

WM

HF

HM

NFKB1

27.90

0.0022

0.7083

0.1098

0.3335

0.0553

0.1896

0.2572

1.35

−1.04

−1.03

−1.29

−2.48

1.32

1.43

MPO

27.74

0.0128

0.0005

0.0116

0.2260

0.3535

0.8682

0.0909

1.42

1.82

1.31

1.57

1.00

1.43

4.48

IL18

27.46

0.0220

0.6228

0.9333

0.0119

0.0468

0.9150

0.1023

1.25

1.06

1.30

1.97

−1.02

1.88

2.77

MYC

26.91

0.0180

0.0132

0.7298

0.5240

0.1344

0.9658

0.1843

1.31

−1.42

−1.17

−1.21

−2.19

−1.24

1.23

TGFB1

25.88

0.0121

0.0726

0.5024

0.5696

0.0809

0.3451

0.1967

1.22

−1.18

−1.07

−1.13

−1.84

1.21

1.47

TNFSF6

23.90

0.0008

0.0344

0.0123

0.1039

0.0892

0.8499

0.4898

1.62

1.39

1.17

1.78

−1.28

1.61

1.32

LTA

23.87

0.0179

0.8223

0.0131

0.4992

0.1109

0.9253

0.4470

1.32

−1.03

−1.33

−1.22

−2.32

−1.17

−1.27

ELA2

23.65

0.3536

0.0013

0.0998

0.0262

0.2949

0.1695

0.0889

1.24

2.53

1.50

4.21

1.78

1.09

6.94

CD86

21.03

0.0289

0.2781

0.4782

0.1418

0.1509

0.3672

0.3403

1.24

1.13

1.23

1.47

−1.11

2.12

2.42

CD14

20.75

0.0066

0.9157

0.1150

0.1484

0.4972

0.0631

0.6869

1.42

−1.02

−1.05

−1.65

−2.24

1.64

1.71

C1QA

19.11

0.9650

0.2648

0.7856

0.0458

0.1489

0.0286

0.0015

1.01

1.25

1.15

2.51

1.07

−1.89

9.27

GCLC

19.04

0.1281

0.0510

0.4470

0.1961

0.5864

0.4943

0.1936

1.19

1.31

1.33

1.51

1.21

2.10

−1.66

HSPA1A

18.91

0.0208

0.3329

0.8448

0.2111

0.5560

0.1404

0.3747

1.37

−1.17

1.12

−1.58

−2.09

1.46

2.47

TNF

18.22

0.0489

0.6451

0.2638

0.6774

0.8716

0.0660

0.4877

1.44

−1.11

−1.14

−1.23

−1.11

3.34

1.59

HMGB1

17.72

0.0630

0.0047

0.1891

0.2164

0.3968

0.6109

0.9320

1.24

1.50

1.39

1.48

1.05

1.16

−1.31

CYBB

17.34

0.0223

0.9489

0.3272

0.9352

0.2462

0.1217

0.5252

1.31

−1.01

1.05

1.03

−1.56

2.17

2.22

SERPINA1

17.27

0.0730

0.2471

0.9965

0.2167

0.5933

0.0938

0.5365

1.28

−1.21

1.06

−1.59

−2.06

1.66

2.28

MMP9

16.14

0.1858

0.1057

0.3289

0.1730

0.6537

0.5372

0.3199

1.36

−1.57

1.34

−2.39

−3.46

−1.31

2.56

CXCL1

15.91

0.1965

0.1305

0.5228

0.3722

0.4229

0.1961

0.4267

1.18

−1.26

1.09

−1.36

−1.94

1.46

2.02

EGR1

15.53

0.0263

0.3387

0.4572

0.2550

0.0909

0.6418

0.2217

1.33

−1.15

−1.04

1.48

−1.44

1.16

1.54

IL15

15.44

0.4922

0.0501

0.0862

0.3364

0.9222

0.3302

0.2744

1.10

1.37

−1.03

1.42

1.36

2.45

−1.15

DPP4

15.00

0.2114

0.4354

0.4450

0.1223

0.6509

0.1781

0.5079

1.15

−1.11

−1.14

−1.63

−1.95

1.18

−1.70

CD4

14.86

0.0816

0.4197

0.3359

0.9445

0.0935

0.4285

0.4223

1.19

−1.10

−1.11

1.02

−1.77

1.42

1.34

HMOX1

14.81

0.0587

0.8654

0.6194

0.2167

0.0801

0.9441

0.0954

1.27

−1.03

1.10

1.53

−1.44

1.59

3.05

PLA2G7

14.20

0.0865

0.9282

0.7051

0.4431

0.8269

0.0575

0.6794

1.27

1.02

1.17

−1.34

−1.49

2.31

3.07

PLAUR

13.46

0.2046

0.4947

0.9590

0.4582

0.2254

0.6593

0.1645

1.17

−1.10

1.07

−1.28

−2.15

−1.02

1.83

TIMP1

13.33

0.0658

0.5106

0.2000

0.4669

0.1399

0.8392

0.3714

1.23

−1.09

−1.17

1.25

−1.44

1.37

1.51

CD8A

13.23

0.0412

0.1604

0.8832

0.2939

0.7299

0.4394

0.8534

1.30

1.24

1.56

−1.44

−1.24

1.05

1.44

ADAM17

12.71

0.1919

0.8616

0.6441

0.1633

0.2687

0.7874

0.7724

1.15

1.02

1.29

1.49

−1.01

1.68

1.37

PTPRC

12.65

0.0279

0.7490

0.7072

0.5853

0.4100

0.2291

0.5759

1.24

1.04

1.20

−1.15

−1.53

1.41

1.53

PTGS2

12.55

0.0630

0.9846

0.6788

0.0812

0.9289

0.1552

0.9724

1.28

−1.00

1.15

−1.87

−1.79

1.17

1.18

IL1RN

12.41

0.3848

0.0842

0.1495

0.1451

0.6460

0.1061

0.8547

−1.13

−1.33

−1.03

−1.73

−1.38

1.48

2.18

ICAM1

11.99

0.2755

0.2793

0.7173

0.4375

0.4882

0.2839

0.3328

1.13

−1.16

1.06

−1.27

−1.68

1.31

2.10

APAF1

11.91

0.0852

0.8732

0.8466

0.8508

0.4636

0.0957

0.6159

1.20

−1.02

1.13

−1.05

−1.38

1.96

1.06

MNDA

11.64

0.0662

0.9441

0.3044

0.5092

0.6863

0.3526

0.3483

1.24

−1.01

−1.03

−1.23

−1.46

1.28

2.29

IL18BP

10.94

0.1220

0.0913

0.1308

0.6556

0.3362

0.4393

0.4857

1.14

1.18

1.06

1.11

−1.20

1.45

1.62

SERPING1

10.70

0.4339

0.2313

0.9868

0.5224

0.9825

0.7008

0.2993

−1.21

−1.41

−1.69

−1.52

−1.49

−1.03

5.36

IL1R1

10.49

0.1039

0.7632

0.9654

0.7602

0.3975

0.2078

0.9550

1.34

−1.07

1.28

−1.16

−2.00

2.25

1.40

IL1B

10.09

0.6746

0.3584

0.4113

0.3254

0.7338

0.1561

0.9919

−1.07

−1.19

1.01

−1.52

−1.84

1.68

1.40

TLR2

9.82

0.2787

0.6278

0.5153

0.7197

0.1332

0.2841

0.8863

1.15

1.08

1.06

1.14

−1.77

2.05

1.16

TNFSF5

9.48

0.3867

0.3648

0.1478

0.0599

0.4390

0.3545

0.6951

1.12

1.16

−1.12

−2.01

−1.39

−1.19

−1.18

IFI16

6.46

0.5860

0.6442

0.5085

0.2437

0.8924

0.4439

0.9634

1.09

1.09

−1.02

−1.62

−1.74

1.00

−1.02

CD19

5.24

0.1827

0.4304

0.1925

0.3513

0.1437

0.4404

0.5098

1.23

1.16

−1.03

1.48

−1.51

−1.11

−1.25

  1. Values were computed only for white and Hispanic subjects for whom sex and age were recorded (n = 68). Unadjusted Pvalues are shown for each effect, including interaction terms, and underlined (together with corresponding fold changes) when < 0.05. Fold changes for sex and ethnicity effects are computed by raising 2 to the power of the corresponding ΔCT effect terms; for age effects, they are computed by multiplying the corresponding slope effect by the range of ages in the sample (69 − 23) and then exponentiating. HF indicates Hispanic female; HM, Hispanic male; WF, white female; WM, white male.