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: TH

Gene summary for TH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TH

Gene ID

7054

Gene nametyrosine hydroxylase
Gene AliasDYT14
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P07101


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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
7054THC04HumanOral cavityOSCC2.26e-157.94e-010.2633
7054THC21HumanOral cavityOSCC3.65e-071.94e-010.2678
7054THC30HumanOral cavityOSCC2.87e-176.63e-010.3055
7054THC51HumanOral cavityOSCC4.98e-042.56e-010.2674
7054THSYSMH5HumanOral cavityOSCC3.73e-031.34e-010.0647
7054THP4_cSCCHumanSkincSCC3.76e-029.18e-02-0.00290000000000005
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000734619ThyroidPTCregulation of mitotic cell cycle212/5968457/187234.03e-111.44e-09212
GO:0043488111ThyroidPTCregulation of mRNA stability90/5968158/187235.98e-112.11e-0990
GO:0051701113ThyroidPTCbiological process involved in interaction with host109/5968203/187238.64e-112.99e-09109
GO:007155919ThyroidPTCresponse to transforming growth factor beta131/5968256/187239.20e-113.17e-09131
GO:0007163111ThyroidPTCestablishment or maintenance of cell polarity115/5968218/187231.15e-103.90e-09115
GO:0001701111ThyroidPTCin utero embryonic development175/5968367/187231.40e-104.73e-09175
GO:0070482113ThyroidPTCresponse to oxygen levels167/5968347/187231.51e-105.03e-09167
GO:005105218ThyroidPTCregulation of DNA metabolic process171/5968359/187232.52e-108.33e-09171
GO:000726519ThyroidPTCRas protein signal transduction162/5968337/187233.16e-101.02e-08162
GO:004804119ThyroidPTCfocal adhesion assembly56/596887/187234.63e-101.48e-0856
GO:0000380111ThyroidPTCalternative mRNA splicing, via spliceosome51/596877/187236.09e-101.92e-0851
GO:0031330113ThyroidPTCnegative regulation of cellular catabolic process131/5968262/187236.63e-102.03e-08131
GO:0150116111ThyroidPTCregulation of cell-substrate junction organization48/596871/187236.71e-102.04e-0848
GO:007156019ThyroidPTCcellular response to transforming growth factor beta stimulus126/5968250/187237.34e-102.19e-08126
GO:0009895113ThyroidPTCnegative regulation of catabolic process154/5968320/187237.77e-102.31e-08154
GO:2001020112ThyroidPTCregulation of response to DNA damage stimulus113/5968219/187239.37e-102.77e-08113
GO:000717919ThyroidPTCtransforming growth factor beta receptor signaling pathway104/5968198/187231.20e-093.47e-08104
GO:0043393111ThyroidPTCregulation of protein binding103/5968196/187231.39e-093.96e-08103
GO:0010810112ThyroidPTCregulation of cell-substrate adhesion113/5968221/187231.87e-095.28e-08113
GO:000700624ThyroidPTCmitochondrial membrane organization68/5968116/187232.47e-096.88e-0868
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501230Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa05012113Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
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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
THSNVMissense_Mutationc.58N>Cp.Glu20Glnp.E20QP07101protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.998)TCGA-E2-A1LS-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCyclophosphamideSD
THSNVMissense_Mutationnovelc.307N>Ap.Ala103Thrp.A103TP07101protein_codingtolerated(0.31)benign(0.055)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THSNVMissense_Mutationrs760640869c.374N>Tp.Ser125Leup.S125LP07101protein_codingdeleterious(0.01)benign(0.058)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
THSNVMissense_Mutationc.235N>Ap.Glu79Lysp.E79KP07101protein_codingdeleterious(0.04)probably_damaging(0.957)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THSNVMissense_Mutationrs372409517c.677N>Tp.Ser226Leup.S226LP07101protein_codingdeleterious(0.01)possibly_damaging(0.661)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
THSNVMissense_Mutationnovelc.1201N>Cp.Tyr401Hisp.Y401HP07101protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
THSNVMissense_Mutationnovelc.944N>Ap.Gly315Aspp.G315DP07101protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
THSNVMissense_Mutationrs757607038c.806C>Tp.Thr269Metp.T269MP07101protein_codingdeleterious(0.04)possibly_damaging(0.904)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
THSNVMissense_Mutationc.721N>Ap.Ala241Thrp.A241TP07101protein_codingdeleterious(0)probably_damaging(0.992)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
THSNVMissense_Mutationrs200751977c.1492G>Ap.Asp498Asnp.D498NP07101protein_codingdeleterious(0.02)benign(0.077)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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
7054THENZYME, DRUGGABLE GENOMEL-PhenylalaninePHENYLALANINE
7054THENZYME, DRUGGABLE GENOMEmethylphenidateMETHYLPHENIDATE26810137
7054THENZYME, DRUGGABLE GENOMEmetyrosineMETYROSINE
7054THENZYME, DRUGGABLE GENOMEEPOEPOETIN ALFA16368081
7054THENZYME, DRUGGABLE GENOMETETRAHYDROBIOPTERINSAPROPTERIN
7054THENZYME, DRUGGABLE GENOMESERTRALINE HYDROCHLORIDE8629887
7054THENZYME, DRUGGABLE GENOMEDEHYDROEPIANDROSTERONEPRASTERONE8704732
7054THENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1200862METYROSINE
7054THENZYME, DRUGGABLE GENOMEIFN8724983
7054THENZYME, DRUGGABLE GENOMEDOXYCYCLINEDOXYCYCLINE15585109
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