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Table 1 Top regulated proteins: integrate analysis of three-omics

From: Revealing the pathogenic changes of PAH based on multiomics characteristics

Correlation

Methylation information

Gene symbol

mRNA_ID

Protein full name

FC

dir

p

FDR

Chr

Info1

Info2

Info3

S100a9

ENSRNOT00000015351

Protein S100-A9

5.8

Up

1.2E−04

1.9E−02

chr2

Intron

First intron

NA

Ttc29

ENSRNOT00000089569

Tetratricopeptide repeat protein 29

0.3

Down

7.9E−05

8.8E−03

chr19

Exon

Internal exon

NA

Bicc1

MSTRG.12240.6

BicC family RNA-binding protein 1

5.2

Up

5.0E−04

4.5E−02

chr20

Intron

Internal intron

NA

Tnc

ENSRNOT00000084563

Tenascin C

0.0

Down

7.1E−07

1.6E−04

chr5

Intron

Internal intron

NA

Runx1

MSTRG.4485.1

Runt-related transcription factor 1

0.6

Down

5.4E−05

8.5E−03

chr11

Intron

First intron

NA

Picalm

ENSRNOT00000092945

Clathrin-assembly lymphoid myeloid leukemia protein

8.7

Up

2.1E−13

1.4E−10

chr1

Intron

Internal intron

NA

Cdyl2

ENSRNOT00000068440

Chromodomain Y-like 2

0.3

Down

1.4E−04

1.4E−02

chr19

Intron

Internal intron

NA

Gfpt2

ENSRNOT00000003770

Glutamine-fructose-6-phosphate aminotransferase 2

0.8

Down

3.9E−05

5.1E−03

chr10

Intron

Internal intron

NA

Folr2

MSTRG.1446.1

Folate receptor 2

0.2

Down

8.7E−05

1.2E−02

chr1

Promoter

Distal

LCP

Slc43a2

MSTRG.3515.3

Solute carrier family 43 member 2

17.7

Up

2.2E−19

3.0E−16

chr10

Intron

Internal intron

NA

Myh6

ENSRNOT00000023302

Myosin-6

2.8

Up

4.8E−05

8.6E−03

chr15

Intron

Internal intron

NA

RGD1563354

ENSRNOT00000019453

Similar to hypothetical protein D630003M21

0.2

Down

5.6E−06

1.1E−03

chr3

Promoter

Distal

LCP

Hist2h2ac

ENSRNOT00000051917

Histone H2A

0.2

down

9.0E−08

3.0E−05

chr2

Promoter

Intermediate

ICP

Map4k2

ENSRNOT00000064798

Mitogen-activated protein kinase

4.9

up

3.4E−06

6.8E−04

chr1

Intron

Internal intron

NA

Gsta3

ENSRNOT00000088416

Glutathione S-transferase alpha-3

2.7

up

2.3E−04

9.2E−06

chr9

Exon

Last exon

NA

Pdk4

ENSRNOT00000012760

Pyruvate dehydrogenase kinase, isoenzyme 4

0.2

down

7.9E−09

2.7E−06

chr4

Promoter

Proximal

LCP

Med12 l

ENSRNOT00000084020

Mediator complex subunit 12-like

6.5

Up

1.3E−08

5.0E−06

chr2

Promoter

Distal

LCP

Mapk10

ENSRNOT00000065965

Mitogen-activated protein kinase

2.6

Up

3.6E−06

8.0E−04

chr14

Intron

First intron

NA

Cd63

ENSRNOT00000090381

Ad1-antigen

0.5

Down

3.6E−06

7.0E−04

chr7

Promoter

Intermediate

ICP

Krt1

ENSRNOT00000034450

Keratin, type II cytoskeletal 1

21.8

Up

3.6E−04

3.9E−02

chr7

Promoter

Distal

LCP

Correlation

mRNA information

Protein information

Gene symbol

mRNA_ID

Protein full name

FC

dir

p

FDR

FC

dir

p

FDR

S100a9

ENSRNOT00000015351

Protein S100-A9

2.4

Up

0.05

0.82

1.6

Up

6.6E−11

4.5E−10

Ttc29

ENSRNOT00000089569

Tetratricopeptide repeat protein 29

1.0

Down

0.22

0.84

1.5

Up

1.9E−10

1.2E−09

Bicc1

MSTRG.12240.6

BicC family RNA-binding protein 1

0.8

Down

0.38

0.84

1.5

Up

1.2E−05

2.8E−05

Tnc

ENSRNOT00000084563

Tenascin C

2.2

Up

0.36

0.84

1.5

Up

1.5E−12

1.5E−11

Runx1

MSTRG.4485.1

Runt-related transcription factor 1

1.5

Up

0.3

0.84

1.5

Up

3.2E−10

1.9E−09

Picalm

ENSRNOT00000092945

Clathrin-assembly lymphoid myeloid leukemia protein

0.6

Down

0.04

0.82

1.5

Up

1.6E−10

1.0E−09

Cdyl2

ENSRNOT00000068440

Chromodomain Y-like 2

1.1

Up

0.24

0.84

1.4

Up

9.9E−16

2.7E−14

Gfpt2

ENSRNOT00000003770

Glutamine-fructose-6-phosphate aminotransferase 2

1.5

Up

0.1

0.82

1.4

Up

1.7E−17

9.4E−16

Folr2

MSTRG.1446.1

Folate receptor 2

1.4

Up

0.15

0.84

1.4

Up

6.4E−18

4.3E−16

Slc43a2

MSTRG.3515.3

Solute carrier family 43 member 2

1.7

Up

0.35

0.84

1.4

Up

5.1E−08

1.9E−07

Myh6

ENSRNOT00000023302

Myosin-6

1.0

Down

0.31

0.84

0.7

Down

6.8E−16

2.0E−14

RGD1563354

ENSRNOT00000019453

Similar to hypothetical protein D630003M21

1.7

Up

0.06

0.82

0.7

Down

1.6E−11

1.2E−10

Hist2h2ac

ENSRNOT00000051917

Histone H2A

1.1

Up

0.51

0.84

0.7

Down

8.6E−07

2.6E−06

Map4k2

ENSRNOT00000064798

Mitogen-activated protein kinase

1.3

Up

0.08

0.82

0.6

Down

2.4E−14

4.2E−13

Gsta3

ENSRNOT00000088416

Glutathione S-transferase alpha-3

0.8

Down

0.31

0.84

0.6

Down

2.9E−15

6.6E−14

Pdk4

ENSRNOT00000012760

Pyruvate dehydrogenase kinase, isoenzyme 4

0.3

Down

0.05

0.82

0.6

Down

5.5E−19

5.8E−17

Med12 l

ENSRNOT00000084020

Mediator complex subunit 12-like

1.0

Down

0.02

0.82

0.6

Down

2.2E−04

4.4E−04

Mapk10

ENSRNOT00000065965

Mitogen-activated protein kinase

1.0

Down

0.41

0.84

0.6

Down

6.7E−04

1.2E−03

Cd63

ENSRNOT00000090381

Ad1-antigen

1.3

Up

0.47

0.84

0.6

Down

4.8E−03

7.7E−03

Krt1

ENSRNOT00000034450

Keratin, type II cytoskeletal 1

0.7

Down

0.02

0.82

0.4

Down

4.2E−17

1.9E−15

  1. Top 10 upregulated and downregulated proteins identified among the three omics analyses. These three omics are correlated in the table, including methylation information, mRNA information and protein information. The fold change (FC), the direction (dir), p value (p) and FDR of three omics information are shown. Meanwhile, the chromosomal localization (Chr) and methylated positions (Info1–3) are also shown. Info1–3 shows the concrete methylated locations