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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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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


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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
8455ATRNLZE4THumanEsophagusESCC1.65e-126.05e-010.0811
8455ATRNLZE5THumanEsophagusESCC1.41e-022.53e-010.0514
8455ATRNLZE7THumanEsophagusESCC5.89e-041.94e-010.0667
8455ATRNLZE20THumanEsophagusESCC2.19e-041.32e-010.0662
8455ATRNLZE22THumanEsophagusESCC2.47e-031.68e-010.068
8455ATRNLZE24THumanEsophagusESCC1.53e-051.09e-010.0596
8455ATRNP1T-EHumanEsophagusESCC3.03e-031.49e-010.0875
8455ATRNP2T-EHumanEsophagusESCC2.70e-182.88e-010.1177
8455ATRNP4T-EHumanEsophagusESCC2.42e-111.81e-010.1323
8455ATRNP5T-EHumanEsophagusESCC2.13e-022.54e-020.1327
8455ATRNP8T-EHumanEsophagusESCC2.84e-132.88e-010.0889
8455ATRNP9T-EHumanEsophagusESCC8.25e-081.08e-010.1131
8455ATRNP10T-EHumanEsophagusESCC2.92e-212.66e-010.116
8455ATRNP11T-EHumanEsophagusESCC2.66e-116.08e-010.1426
8455ATRNP12T-EHumanEsophagusESCC9.09e-224.11e-010.1122
8455ATRNP15T-EHumanEsophagusESCC1.39e-132.61e-010.1149
8455ATRNP16T-EHumanEsophagusESCC6.64e-223.65e-010.1153
8455ATRNP19T-EHumanEsophagusESCC4.96e-042.59e-010.1662
8455ATRNP20T-EHumanEsophagusESCC9.05e-111.96e-010.1124
8455ATRNP21T-EHumanEsophagusESCC8.33e-193.52e-010.1617
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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.

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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).
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
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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
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