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: TAC1

Gene summary for TAC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAC1

Gene ID

6863

Gene nametachykinin precursor 1
Gene AliasHs.2563
Cytomap7q21.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P20366


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
6863TAC1S014HumanLiverHCC1.70e-643.39e+000.2254
6863TAC1S015HumanLiverHCC1.17e-212.47e+000.2375
6863TAC1S016HumanLiverHCC2.79e-623.62e+000.2243
Page: 1 

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
∗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:190290322LiverHCCregulation of supramolecular fiber organization224/7958383/187231.54e-105.33e-09224
GO:000701522LiverHCCactin filament organization252/7958442/187233.83e-101.25e-08252
GO:190290522LiverHCCpositive regulation of supramolecular fiber organization131/7958209/187232.85e-097.69e-08131
GO:005149522LiverHCCpositive regulation of cytoskeleton organization138/7958226/187231.26e-083.12e-07138
GO:003297022LiverHCCregulation of actin filament-based process222/7958397/187233.81e-088.30e-07222
GO:003295622LiverHCCregulation of actin cytoskeleton organization202/7958358/187236.18e-081.29e-06202
GO:011005322LiverHCCregulation of actin filament organization158/7958278/187239.01e-071.37e-05158
GO:005101722LiverHCCactin filament bundle assembly96/7958157/187231.81e-062.52e-0596
GO:006157222LiverHCCactin filament bundle organization97/7958161/187234.04e-065.22e-0597
GO:003103222LiverHCCactomyosin structure organization109/7958196/187231.39e-041.13e-03109
GO:199009021LiverHCCcellular response to nerve growth factor stimulus36/795853/187231.62e-041.29e-0336
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:199008921LiverHCCresponse to nerve growth factor37/795856/187233.13e-042.22e-0337
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:003249611LiverHCCresponse to lipopolysaccharide174/7958343/187231.19e-036.62e-03174
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:003003822LiverHCCcontractile actin filament bundle assembly60/7958106/187232.34e-031.16e-0260
GO:004314922LiverHCCstress fiber assembly60/7958106/187232.34e-031.16e-0260
GO:000223711LiverHCCresponse to molecule of bacterial origin181/7958363/187232.58e-031.24e-02181
GO:003223312LiverHCCpositive regulation of actin filament bundle assembly38/795863/187233.27e-031.50e-0238
Page: 1 2 

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
TAC1SNVMissense_Mutationnovelc.166G>Ap.Ala56Thrp.A56TP20366protein_codingtolerated(0.56)probably_damaging(0.994)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TAC1SNVMissense_Mutationnovelc.143T>Gp.Phe48Cysp.F48CP20366protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAC1SNVMissense_Mutationnovelc.222N>Gp.Asp74Glup.D74EP20366protein_codingtolerated(1)probably_damaging(0.971)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAC1SNVMissense_Mutationnovelc.383N>Tp.Arg128Ilep.R128IP20366protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAC1SNVMissense_Mutationc.356N>Tp.Arg119Metp.R119MP20366protein_codingtolerated(0.05)possibly_damaging(0.66)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TAC1SNVMissense_Mutationnovelc.215A>Gp.Asp72Glyp.D72GP20366protein_codingtolerated(0.12)possibly_damaging(0.601)TCGA-B5-A1MW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
TAC1SNVMissense_Mutationnovelc.161G>Tp.Arg54Ilep.R54IP20366protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAC1SNVMissense_Mutationnovelc.70G>Ap.Ala24Thrp.A24TP20366protein_codingtolerated(0.3)probably_damaging(0.991)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
TAC1SNVMissense_Mutationnovelc.102N>Tp.Trp34Cysp.W34CP20366protein_codingdeleterious(0)probably_damaging(0.997)TCGA-44-6145-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAC1SNVMissense_Mutationrs774315492c.52N>Cp.Phe18Leup.F18LP20366protein_codingtolerated(0.5)benign(0)TCGA-49-AARO-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 

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
6863TAC1DRUGGABLE GENOMEPUROMYCINPUROMYCIN14623771
6863TAC1DRUGGABLE GENOMEHUMAN CHORIONIC GONADOTROPIN14706561
6863TAC1DRUGGABLE GENOMEGINGERGINGER1282221
6863TAC1DRUGGABLE GENOMEGP-12010597775
6863TAC1DRUGGABLE GENOMEFUROSEMIDEFUROSEMIDE2048822
6863TAC1DRUGGABLE GENOMEANDROGENS7982063
6863TAC1DRUGGABLE GENOMEFAMOTIDINEFAMOTIDINE12495560
6863TAC1DRUGGABLE GENOMEGOSSYPOLGOSSYPOL2887120
6863TAC1DRUGGABLE GENOMESULINDACSULINDAC1707646
6863TAC1DRUGGABLE GENOMEHALOPERIDOLHALOPERIDOL6166743
Page: 1 2 3