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: AXIN1

Gene summary for AXIN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AXIN1

Gene ID

8312

Gene nameaxin 1
Gene AliasAXIN
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A0S2Z4R0


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
8312AXIN1HCC1_MengHumanLiverHCC4.29e-15-1.19e-020.0246
8312AXIN1HCC2_MengHumanLiverHCC7.43e-056.00e-020.0107
8312AXIN1S014HumanLiverHCC3.21e-032.52e-010.2254
8312AXIN1S016HumanLiverHCC8.06e-032.44e-010.2243
8312AXIN1S027HumanLiverHCC2.05e-035.06e-010.2446
8312AXIN1S028HumanLiverHCC6.82e-145.50e-010.2503
8312AXIN1S029HumanLiverHCC3.68e-063.65e-010.2581
8312AXIN1C04HumanOral cavityOSCC5.58e-104.98e-010.2633
8312AXIN1C21HumanOral cavityOSCC3.32e-073.10e-010.2678
8312AXIN1C30HumanOral cavityOSCC3.47e-309.39e-010.3055
8312AXIN1C43HumanOral cavityOSCC2.90e-041.05e-010.1704
8312AXIN1C46HumanOral cavityOSCC4.89e-047.28e-020.1673
8312AXIN1C51HumanOral cavityOSCC2.70e-063.99e-010.2674
8312AXIN1C57HumanOral cavityOSCC2.86e-062.31e-010.1679
8312AXIN1C06HumanOral cavityOSCC1.87e-033.68e-010.2699
8312AXIN1C08HumanOral cavityOSCC1.94e-131.83e-010.1919
8312AXIN1LN46HumanOral cavityOSCC2.29e-041.90e-010.1666
8312AXIN1LP15HumanOral cavityLP3.42e-066.64e-010.2174
8312AXIN1SYSMH1HumanOral cavityOSCC3.18e-061.46e-010.1127
8312AXIN1SYSMH2HumanOral cavityOSCC6.43e-082.28e-010.2326
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004217622LiverHCCregulation of protein catabolic process267/7958391/187232.45e-257.38e-23267
GO:190336222LiverHCCregulation of cellular protein catabolic process182/7958255/187235.91e-218.52e-19182
GO:004573222LiverHCCpositive regulation of protein catabolic process163/7958231/187234.00e-184.69e-16163
GO:190305022LiverHCCregulation of proteolysis involved in cellular protein catabolic process157/7958221/187235.93e-186.83e-16157
GO:190332022LiverHCCregulation of protein modification by small protein conjugation or removal167/7958242/187234.99e-174.72e-15167
GO:190336422LiverHCCpositive regulation of cellular protein catabolic process115/7958155/187239.30e-167.19e-14115
GO:200005822LiverHCCregulation of ubiquitin-dependent protein catabolic process120/7958164/187231.31e-159.74e-14120
GO:004586222LiverHCCpositive regulation of proteolysis232/7958372/187235.66e-153.98e-13232
GO:003139622LiverHCCregulation of protein ubiquitination142/7958210/187231.39e-137.81e-12142
GO:190305221LiverHCCpositive regulation of proteolysis involved in cellular protein catabolic process96/7958133/187233.47e-121.57e-1096
GO:19033221LiverHCCpositive regulation of protein modification by small protein conjugation or removal94/7958138/187239.87e-103.01e-0894
GO:200006022LiverHCCpositive regulation of ubiquitin-dependent protein catabolic process76/7958107/187232.06e-095.79e-0876
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:00313981LiverHCCpositive regulation of protein ubiquitination79/7958119/187231.18e-072.26e-0679
GO:003011121LiverHCCregulation of Wnt signaling pathway180/7958328/187233.62e-064.72e-05180
GO:003109822LiverHCCstress-activated protein kinase signaling cascade138/7958247/187231.43e-051.57e-04138
GO:005140322LiverHCCstress-activated MAPK cascade134/7958239/187231.50e-051.64e-04134
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501022LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa0502222LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0521022LiverHCCColorectal cancer65/402086/84658.85e-081.23e-066.87e-0765
hsa0521321LiverHCCEndometrial cancer44/402058/84659.34e-067.11e-053.95e-0544
hsa052258LiverHCCHepatocellular carcinoma106/4020168/84652.87e-051.85e-041.03e-04106
hsa051652LiverHCCHuman papillomavirus infection188/4020331/84653.34e-041.49e-038.29e-04188
hsa0501032LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa0502232LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0521032LiverHCCColorectal cancer65/402086/84658.85e-081.23e-066.87e-0765
hsa0521331LiverHCCEndometrial cancer44/402058/84659.34e-067.11e-053.95e-0544
hsa0522511LiverHCCHepatocellular carcinoma106/4020168/84652.87e-051.85e-041.03e-04106
hsa051653LiverHCCHuman papillomavirus infection188/4020331/84653.34e-041.49e-038.29e-04188
hsa0501028Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa051659Oral cavityOSCCHuman papillomavirus infection200/3704331/84653.83e-104.93e-092.51e-09200
hsa0521018Oral cavityOSCCColorectal cancer66/370486/84653.99e-104.95e-092.52e-0966
hsa0521318Oral cavityOSCCEndometrial cancer40/370458/84658.86e-053.19e-041.62e-0440
hsa0522516Oral cavityOSCCHepatocellular carcinoma97/3704168/84651.63e-045.52e-042.81e-0497
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa05010112Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
Page: 1 2 

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
AXIN1SNVMissense_Mutationnovelc.2092C>Ap.His698Asnp.H698NO15169protein_codingtolerated(0.69)benign(0)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
AXIN1SNVMissense_Mutationc.856T>Cp.Tyr286Hisp.Y286HO15169protein_codingtolerated(0.51)possibly_damaging(0.547)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
AXIN1SNVMissense_Mutationc.446N>Cp.Ile149Thrp.I149TO15169protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AXIN1SNVMissense_Mutationc.217N>Cp.Glu73Glnp.E73QO15169protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A5IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
AXIN1SNVMissense_Mutationc.2012A>Gp.Glu671Glyp.E671GO15169protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-E2-A2P5-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
AXIN1SNVMissense_Mutationc.599N>Gp.Ser200Cysp.S200CO15169protein_codingdeleterious(0.01)possibly_damaging(0.727)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
AXIN1SNVMissense_Mutationrs775362453c.672N>Cp.Gln224Hisp.Q224HO15169protein_codingtolerated(0.09)benign(0.015)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
AXIN1SNVMissense_Mutationnovelc.1369G>Cp.Ala457Prop.A457PO15169protein_codingtolerated(0.14)benign(0.001)TCGA-A6-2678-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
AXIN1SNVMissense_Mutationrs150504240c.2131N>Tp.Arg711Cysp.R711CO15169protein_codingtolerated(0.23)benign(0.051)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AXIN1SNVMissense_Mutationrs377025983c.1961N>Tp.Ser654Leup.S654LO15169protein_codingtolerated(0.07)possibly_damaging(0.52)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 

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
8312AXIN1CLINICALLY ACTIONABLE, KINASE(+/-)-HYDNOCARPINCHEMBL9163824018191
Page: 1