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: TAX1BP1

Gene summary for TAX1BP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAX1BP1

Gene ID

8887

Gene nameTax1 binding protein 1
Gene AliasCALCOCO3
Cytomap7p15.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q86VP1


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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
8887TAX1BP1HTA11_3410_2000001011HumanColorectumAD1.31e-07-3.63e-010.0155
8887TAX1BP1HTA11_1938_2000001011HumanColorectumAD3.37e-045.51e-01-0.0811
8887TAX1BP1HTA11_78_2000001011HumanColorectumAD2.88e-045.52e-01-0.1088
8887TAX1BP1HTA11_347_2000001011HumanColorectumAD4.00e-187.02e-01-0.1954
8887TAX1BP1HTA11_411_2000001011HumanColorectumSER1.35e-027.45e-01-0.2602
8887TAX1BP1HTA11_99999974143_84620HumanColorectumMSS1.73e-06-3.96e-010.3005
8887TAX1BP1A002-C-010HumanColorectumFAP1.82e-04-9.05e-020.242
8887TAX1BP1A001-C-207HumanColorectumFAP2.26e-03-5.34e-020.1278
8887TAX1BP1A015-C-203HumanColorectumFAP1.51e-28-2.59e-01-0.1294
8887TAX1BP1A015-C-204HumanColorectumFAP1.34e-06-2.11e-01-0.0228
8887TAX1BP1A014-C-040HumanColorectumFAP2.99e-06-2.40e-01-0.1184
8887TAX1BP1A002-C-201HumanColorectumFAP3.41e-16-2.93e-010.0324
8887TAX1BP1A001-C-119HumanColorectumFAP7.75e-08-5.96e-02-0.1557
8887TAX1BP1A001-C-108HumanColorectumFAP1.23e-14-7.33e-03-0.0272
8887TAX1BP1A002-C-205HumanColorectumFAP7.85e-274.50e-02-0.1236
8887TAX1BP1A015-C-005HumanColorectumFAP1.87e-03-7.47e-02-0.0336
8887TAX1BP1A015-C-006HumanColorectumFAP2.85e-17-3.84e-01-0.0994
8887TAX1BP1A015-C-106HumanColorectumFAP1.27e-12-2.59e-01-0.0511
8887TAX1BP1A002-C-114HumanColorectumFAP1.07e-19-2.33e-01-0.1561
8887TAX1BP1A015-C-104HumanColorectumFAP1.76e-29-2.55e-01-0.1899
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0051090ColorectumMSSregulation of DNA-binding transcription factor activity106/3467440/187231.88e-031.65e-02106
GO:00510901ColorectumFAPregulation of DNA-binding transcription factor activity80/2622440/187237.90e-034.67e-0280
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:00434332EsophagusESCCnegative regulation of DNA-binding transcription factor activity103/8552185/187233.86e-031.57e-02103
GO:00320882EsophagusESCCnegative regulation of NF-kappaB transcription factor activity54/855293/187231.08e-023.67e-0254
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:00510903LungIACregulation of DNA-binding transcription factor activity76/2061440/187234.44e-051.05e-0376
GO:005109011LungAISregulation of DNA-binding transcription factor activity64/1849440/187231.04e-031.36e-0264
GO:00510907Oral cavityOSCCregulation of DNA-binding transcription factor activity221/7305440/187239.06e-071.23e-05221
GO:0032088Oral cavityOSCCnegative regulation of NF-kappaB transcription factor activity47/730593/187231.55e-024.99e-0247
GO:005109015Oral cavityLPregulation of DNA-binding transcription factor activity147/4623440/187232.00e-053.35e-04147
GO:0043433Oral cavityLPnegative regulation of DNA-binding transcription factor activity61/4623185/187236.68e-033.89e-0261
GO:005109021Oral cavityEOLPregulation of DNA-binding transcription factor activity80/2218440/187235.77e-057.31e-0480
GO:00320881Oral cavityEOLPnegative regulation of NF-kappaB transcription factor activity22/221893/187231.05e-037.77e-0322
GO:00434331Oral cavityEOLPnegative regulation of DNA-binding transcription factor activity36/2218185/187231.79e-031.17e-0236
GO:005109031Oral cavityNEOLPregulation of DNA-binding transcription factor activity72/2005440/187231.66e-041.84e-0372
GO:00510906ProstateBPHregulation of DNA-binding transcription factor activity100/3107440/187234.71e-043.37e-03100
GO:005109014ProstateTumorregulation of DNA-binding transcription factor activity105/3246440/187232.69e-042.23e-03105
GO:00510909SkinAKregulation of DNA-binding transcription factor activity66/1910440/187238.99e-047.40e-0366
GO:005109016ThyroidPTCregulation of DNA-binding transcription factor activity178/5968440/187237.63e-056.54e-04178
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04137ColorectumADMitophagy - animal29/209272/84652.49e-031.35e-028.59e-0329
hsa041371ColorectumADMitophagy - animal29/209272/84652.49e-031.35e-028.59e-0329
hsa041372ColorectumSERMitophagy - animal22/158072/84659.93e-034.78e-023.47e-0222
hsa041373ColorectumSERMitophagy - animal22/158072/84659.93e-034.78e-023.47e-0222
hsa041378ColorectumFAPMitophagy - animal20/140472/84651.14e-023.92e-022.38e-0220
hsa041379ColorectumFAPMitophagy - animal20/140472/84651.14e-023.92e-022.38e-0220
hsa0413710ColorectumCRCMitophagy - animal17/109172/84658.74e-034.00e-022.71e-0217
hsa0413711ColorectumCRCMitophagy - animal17/109172/84658.74e-034.00e-022.71e-0217
hsa0413730EsophagusHGINMitophagy - animal23/138372/84657.69e-047.59e-036.03e-0323
hsa04137113EsophagusHGINMitophagy - animal23/138372/84657.69e-047.59e-036.03e-0323
hsa04137210EsophagusESCCMitophagy - animal54/420572/84659.33e-064.96e-052.54e-0554
hsa0413738EsophagusESCCMitophagy - animal54/420572/84659.33e-064.96e-052.54e-0554
hsa0413712LiverNAFLDMitophagy - animal18/104372/84652.27e-032.46e-021.99e-0218
hsa0413713LiverNAFLDMitophagy - animal18/104372/84652.27e-032.46e-021.99e-0218
hsa0413721LiverCirrhoticMitophagy - animal39/253072/84651.38e-051.24e-047.64e-0539
hsa0413731LiverCirrhoticMitophagy - animal39/253072/84651.38e-051.24e-047.64e-0539
hsa0413741LiverHCCMitophagy - animal53/402072/84655.49e-064.59e-052.56e-0553
hsa0413751LiverHCCMitophagy - animal53/402072/84655.49e-064.59e-052.56e-0553
hsa0413714LungIACMitophagy - animal19/105372/84659.72e-047.32e-034.86e-0319
hsa0413715LungIACMitophagy - animal19/105372/84659.72e-047.32e-034.86e-0319
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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
TAX1BP1SNVMissense_Mutationc.923N>Tp.Asp308Valp.D308VQ86VP1protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAX1BP1SNVMissense_Mutationc.1448N>Tp.Asn483Ilep.N483IQ86VP1protein_codingtolerated(0.06)benign(0.089)TCGA-AR-A1AR-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDocetaxelPD
TAX1BP1SNVMissense_Mutationc.1997C>Gp.Ser666Cysp.S666CQ86VP1protein_codingdeleterious(0.01)benign(0.443)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAX1BP1insertionFrame_Shift_Insnovelc.1139_1140insTCTTTATCTCCCTTp.Val381LeufsTer26p.V381Lfs*26Q86VP1protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAX1BP1insertionIn_Frame_Insnovelc.1141_1142insCCCCAATTTTTATGATTGTTTp.Val381delinsAlaProIlePheMetIleValPhep.V381delinsAPIFMIVFQ86VP1protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAX1BP1insertionFrame_Shift_Insnovelc.2362_2363insCAATTTTACAATTAGAp.Phe788SerfsTer7p.F788Sfs*7Q86VP1protein_codingTCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
TAX1BP1deletionFrame_Shift_Delnovelc.1320delNp.Arg441ValfsTer23p.R441Vfs*23Q86VP1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TAX1BP1SNVMissense_Mutationc.1982N>Ap.Pro661Hisp.P661HQ86VP1protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TAX1BP1SNVMissense_Mutationnovelc.1288G>Ap.Glu430Lysp.E430KQ86VP1protein_codingdeleterious(0.02)probably_damaging(0.955)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAX1BP1SNVMissense_Mutationnovelc.1288N>Ap.Glu430Lysp.E430KQ86VP1protein_codingdeleterious(0.02)probably_damaging(0.955)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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