Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ATRN

Gene summary for ATRN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATRN

Gene ID

8455

Gene nameattractin
Gene AliasDPPT-L
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

B4DZ36


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
8455ATRNP22T-EHumanEsophagusESCC2.89e-091.91e-010.1236
8455ATRNP23T-EHumanEsophagusESCC2.83e-131.95e-010.108
8455ATRNP24T-EHumanEsophagusESCC6.31e-121.59e-010.1287
8455ATRNP26T-EHumanEsophagusESCC2.41e-315.89e-010.1276
8455ATRNP27T-EHumanEsophagusESCC9.52e-111.12e-010.1055
8455ATRNP28T-EHumanEsophagusESCC1.32e-182.41e-010.1149
8455ATRNP30T-EHumanEsophagusESCC1.76e-135.35e-010.137
8455ATRNP31T-EHumanEsophagusESCC4.62e-172.94e-010.1251
8455ATRNP32T-EHumanEsophagusESCC2.76e-153.10e-010.1666
8455ATRNP36T-EHumanEsophagusESCC8.46e-154.18e-010.1187
8455ATRNP37T-EHumanEsophagusESCC2.44e-122.88e-010.1371
8455ATRNP39T-EHumanEsophagusESCC8.14e-065.40e-020.0894
8455ATRNP40T-EHumanEsophagusESCC8.61e-081.38e-010.109
8455ATRNP42T-EHumanEsophagusESCC7.82e-153.03e-010.1175
8455ATRNP44T-EHumanEsophagusESCC1.05e-082.65e-010.1096
8455ATRNP47T-EHumanEsophagusESCC9.89e-182.41e-010.1067
8455ATRNP48T-EHumanEsophagusESCC8.68e-091.58e-010.0959
8455ATRNP49T-EHumanEsophagusESCC1.03e-087.80e-010.1768
8455ATRNP52T-EHumanEsophagusESCC1.52e-102.22e-010.1555
8455ATRNP54T-EHumanEsophagusESCC2.43e-051.56e-010.0975
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:00352647EsophagusESCCmulticellular organism growth80/8552132/187233.84e-042.22e-0380
GO:003444620EsophagusESCCsubstrate adhesion-dependent cell spreading65/8552108/187231.67e-037.72e-0365
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:00069797LiverNAFLDresponse to oxidative stress78/1882446/187237.85e-074.29e-0578
GO:00315896LiverNAFLDcell-substrate adhesion65/1882363/187232.84e-061.18e-0465
GO:00344467LiverNAFLDsubstrate adhesion-dependent cell spreading25/1882108/187235.41e-051.23e-0325
GO:00352643LiverNAFLDmulticellular organism growth27/1882132/187232.57e-044.19e-0327
GO:00486384LiverNAFLDregulation of developmental growth48/1882330/187235.74e-034.37e-0248
GO:000697912LiverCirrhoticresponse to oxidative stress196/4634446/187232.80e-195.86e-17196
GO:003158912LiverCirrhoticcell-substrate adhesion128/4634363/187234.10e-066.90e-05128
GO:003444612LiverCirrhoticsubstrate adhesion-dependent cell spreading47/4634108/187231.48e-052.05e-0447
GO:003526411LiverCirrhoticmulticellular organism growth47/4634132/187233.40e-031.89e-0247
GO:0042552LiverCirrhoticmyelination46/4634134/187238.04e-033.77e-0246
GO:0007272LiverCirrhoticensheathment of neurons46/4634136/187231.08e-024.75e-0246
GO:0008366LiverCirrhoticaxon ensheathment46/4634136/187231.08e-024.75e-0246
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ATRNSNVMissense_Mutationc.1154N>Tp.Ser385Phep.S385FO75882protein_codingdeleterious(0.01)benign(0.243)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ATRNSNVMissense_Mutationc.1576N>Gp.Asn526Aspp.N526DO75882protein_codingdeleterious(0.04)possibly_damaging(0.867)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATRNSNVMissense_Mutationc.4015G>Cp.Glu1339Glnp.E1339QO75882protein_codingtolerated(0.19)benign(0.009)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ATRNSNVMissense_Mutationc.2503N>Cp.Val835Leup.V835LO75882protein_codingtolerated(0.08)possibly_damaging(0.893)TCGA-BH-A0EI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ATRNSNVMissense_Mutationc.1343C>Gp.Ser448Cysp.S448CO75882protein_codingdeleterious(0)probably_damaging(0.984)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ATRNSNVMissense_Mutationnovelc.1904N>Cp.Leu635Prop.L635PO75882protein_codingdeleterious(0.02)benign(0.014)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ATRNSNVMissense_Mutationrs752583734c.739N>Ap.Phe247Ilep.F247IO75882protein_codingtolerated(1)benign(0)TCGA-E2-A14N-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ATRNSNVMissense_Mutationc.1609N>Cp.Tyr537Hisp.Y537HO75882protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
ATRNSNVMissense_Mutationc.3484N>Cp.Asp1162Hisp.D1162HO75882protein_codingdeleterious(0)probably_damaging(0.977)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ATRNSNVMissense_Mutationrs760560964c.956N>Tp.Ser319Leup.S319LO75882protein_codingdeleterious(0)benign(0.15)TCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1