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Table 1 Top 16 genes differentially expressed between males and females in the Nigerian data

From: voom: precision weights unlock linear model analysis tools for RNA-seq read counts

Ensembl ID

Symbol

Chr

logFC

AveExpr

t

Pvalue

FDR

B

ENSG00000229807

XIST

X

-9.815

3.8084

-36.4

7.03e-48

1.19e-43

74.8

ENSG00000099749

CYorf15A

Y

4.251

0.3146

28.3

1.25e-40

1.05e-36

68.2

ENSG00000157828

RPS4Y2

Y

3.281

3.3081

26.5

9.38e-39

5.27e-35

72.6

ENSG00000233864

TTTY15

Y

4.897

-0.5538

25.9

4.31e-38

1.82e-34

64.0

ENSG00000131002

CYorf15B

Y

5.440

-0.1710

23.2

4.81e-35

1.62e-31

60.0

ENSG00000198692

EIF1AY

Y

2.398

2.6806

20.5

1.09e-31

3.07e-28

58.6

ENSG00000165246

NLGN4Y

Y

5.330

-0.4916

19.7

1.26e-30

3.03e-27

52.4

ENSG00000213318

RP11-331F4.1

16

4.293

2.2654

19.3

4.44e-30

9.34e-27

54.1

ENSG00000129824

RPS4Y1

Y

2.781

4.7118

17.6

9.28e-28

1.74e-24

51.5

ENSG00000183878

UTY

Y

1.878

2.7430

16.6

2.88e-26

4.85e-23

47.7

ENSG00000012817

KDM5D

Y

1.470

4.7046

14.9

1.45e-23

2.22e-20

42.6

ENSG00000146938

NLGN4X

X

4.472

-0.7801

14.8

2.09e-23

2.94e-20

38.9

ENSG00000243209

AC010889.1

Y

2.528

-0.0179

14.5

5.48e-23

7.11e-20

37.9

ENSG00000067048

DDX3Y

Y

1.671

5.3077

13.4

3.05e-21

3.67e-18

37.5

ENSG00000006757

PNPLA4

X

-0.988

2.5341

-10.4

4.78e-16

5.38e-13

25.7

ENSG00000232928

RP13-204A15.4

X

1.434

3.2506

10.3

1.02e-15

1.08e-12

25.2

  1. The table shows output from the limma topTable function. As well as gene ID and symbol, columns give chromosome location (Chr), log2-fold-change (logFC), average log2 expression (AveExpr), moderated t, P value, false discovery rate and B-statistic for each gene. The B-statistic is the posterior log-odds of differential expression.