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Table 1 Enrichment analyses for DEGs

From: Identification of candidate genes or microRNAs associated with the lymph node metastasis of SCLC

Category

Term

Description

P value

Genes

(a) GO functional analysis for upregulated DEGs

 BP

GO:0001822

Kidney development

1.89 × 10− 4

SULF1, ITGA8, etc

 BP

GO:0043066

Negative regulation of apoptotic process

4.92 × 10−3

GCLC, CD38, etc

 BP

GO:0045779

Negative regulation of bone resorption

5.80 × 10−3

CALCA, CD38, etc

 BP

GO:0000302

Response to reactive oxygen species

6.35 × 10−3

GPX2, GSR, etc

 BP

GO:0038083

Peptidyl-tyrosine autophosphorylation

6.82 × 10−3

FRK, LYN, etc

 BP

GO:0009725

Response to hormone

7.81 × 10−3

GCLC, LYN, etc

 BP

GO:0045892

Negative regulation of transcription, DNA-templated

9.56 × 10−3

CD38, GCLC, etc

 BP

GO:0007169

Transmembrane receptor protein tyrosine kinase signaling pathway

1.43 × 10−2

FRK, LYN, etc

 BP

GO:0002250

Adaptive immune response

1.48 × 10−2

LYN, LAX1, etc

 BP

GO:0050853

B cell receptor signaling pathway

1.55 × 10−2

CD38, LYN, etc

 CC

GO:0005576

Extracellular region

1.72 × 10−4

CER1, C3, etc

 CC

GO:0005615

Extracellular space

5.81 × 10−3

CER1, SELP, etc

 CC

GO:0048471

Perinuclear region of cytoplasm

7.73 × 10−3

SYT4, LYN, etc

 CC

GO:0005886

Plasma membrane

9.00 × 10−3

SYT4, CDCP1, etc

 CC

GO:0070062

Extracellular exosome

1.21 × 10−2

FRK, TSPAN1, etc

 CC

GO:0031234

Extrinsic component of cytoplasmic side of plasma membrane

2.85 × 10−2

FRK, LYN, etc.

 CC

GO:0016942

Insulin-like growth factor binding protein complex

2.89 × 10−2

IGF1, IGFBP5

 CC

GO:0042567

Insulin-like growth factor ternary complex

3.83 × 10−2

IGF1, IGFBP5

 CC

GO:0005604

Basement membrane

4.16 × 10−2

MATN2, CCDC80, etc

 CC

GO:0005578

Proteinaceous extracellular matrix

4.69 × 10−2

P3H1, OGN, etc

 MF

GO:0005509

Calcium ion binding

2.70 × 10−4

ME3, SYT4, etc

 MF

GO:0008201

Heparin binding

1.08 × 10−3

OGN, SELP, etc.

 MF

GO:0032403

Protein complex binding

4.45 × 10−3

CALCA, FYB, etc

 MF

GO:0004715

Non-membrane spanning protein tyrosine kinase activity

1.06 × 10−2

FRK, LYN, etc

 MF

GO:0033040

Sour taste receptor activity

1.97 × 10−2

PKD2L1, PKD1L3

 MF

GO:0004222

Metalloendopeptidase activity

2.59 × 10−2

ADAM28, MME, etc

 MF

GO:0016668

Oxidoreductase activity, acting on a sulfur group of donors, NAD (P) as acceptor

3.90 × 10−2

GSR, TXNRD1

 MF

GO:0043208

Glycosphingolipid binding

3.90 × 10−2

SELP, LYN

 MF

GO:0008237

Metallopeptidase activity

4.63 × 10−2

ADAM28, MME, etc.

 MF

GO:0000988

Transcription factor activity, protein binding

4.85 × 10−2

HEY1, SMAD3

(b) GO analysis for downregulated DEGs

 BP

GO:0007399

Nervous system development

2.57 × 10−6

ZC4H2, PCDHB6, etc

 BP

GO:0007156

Homophilic cell adhesion via plasma membrane adhesion molecules

4.09 × 10−6

CDH7, FAT1, etc

 BP

GO:0007268

Chemical synaptic transmission

1.12 × 10−4

CBLN1, PCDHB6, etc

 BP

GO:0007155

Cell adhesion

2.53 × 10−4

EFNB2, SPOCK1, etc

 BP

GO:0001764

Neuron migration

1.39 × 10−3

ASTN1, RELN, etc

 BP

GO:0007411

Axon guidance

8.18 × 10−3

NEO1, CDH4, etc

 BP

GO:0007416

Synapse assembly

1.20 × 10−2

ADGRL3, PCDHB10, etc

 BP

GO:0051965

Positive regulation of synapse assembly

1.26 × 10−2

LRRN3, LRRN1,

 BP

GO:0016339

Calcium-dependent cell–cell adhesion via plasma membrane cell adhesion molecules

2.00 × 10−2

PCDHB6, PCDHB11, etc

 BP

GO:0045666

Positive regulation of neuron differentiation

2.31 × 10−2

SOX11, MMD, etc

 CC

GO:0005887

Integral component of plasma membrane

4.14 × 10−4

GRIK2, MET, etc

 CC

GO:0045211

Postsynaptic membrane

4.08 × 10−3

CBLN1, ZC4H2, etc

 CC

GO:0005886

Plasma membrane

1.17 × 10−2

GRIK2, FHL1, etc

 CC

GO:0031941

Filamentous actin

2.05 × 10−2

MYO6, FSCN1, etc

 CC

GO:0030424

Axon

2.15 × 10−2

STMN2, CNR1, etc

 CC

GO:0030425

Dendrite

3.31 × 10−2

RELN, GNG3, etc

 CC

GO:0000788

Nuclear nucleosome

3.93 × 10−2

HIST1H2BB, HIST1H3C, etc

 CC

GO:0043204

Perikaryon

4.02 × 10−2

ASTN1, KCNK1, etc

 CC

GO:0034705

Potassium channel complex

4.21 × 10−2

KCNA6, KCNK1

 CC

GO:0030054

Cell junction

4.64 × 10−2

ZC4H2, GRIK2, etc

 MF

GO:0005509

Calcium ion binding

6.10 × 10−3

CDH7, DGKB, etc

 MF

GO:0032051

Clathrin light chain binding

3.60 × 10−2

NSG1, HMP19

 MF

GO:0009931

Calcium-dependent protein serine/threonine kinase activity

5.00 × 10−2

CAMK4, DCX

Term

Description

Count

P value

Key genes

(c) KEGG pathway analysis for downregulated DEGs

 hsa05202

Transcriptional misregulation in cancer

6

1.64 × 10−3

HIST1H3J, EYA1, MET, ETV1, HIST1H3C, MEIS1

 hsa04360

Axon guidance

5

4.07 × 10−3

EPHA4, PAK3, EFNB2, MET, DPYSL5

 hsa05034

Alcoholism

5

1.29 × 10−2

HIST1H3J, HIST1H2BB, CAMK4, HIST1H3C, GNG3

 hsa04723

Retrograde endocannabinoid signaling

4

1.53 × 10−2

SLC32A1, GABRG2, CNR1, GNG3

 hsa05322

Systemic lupus erythematosus

4

3.20 × 10−2

HIST1H3J, HIST1H2BB, HIST1H3C, HLA-DQA1

  1. DEGs, differentially expressed genes; GO, Gene Ontology; BP, biological process; CC, cellular component; MF, molecular function; KEGG, Kyoto Encyclopedia of Genes and Genomes