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: TASP1

Gene summary for TASP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TASP1

Gene ID

55617

Gene nametaspase 1
Gene AliasC20orf13
Cytomap20p12.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9H6P5


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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
55617TASP1CCI_2HumanCervixCC2.70e-121.05e+000.5249
55617TASP1CCI_3HumanCervixCC7.56e-148.79e-010.516
55617TASP1sample1HumanCervixCC1.53e-023.27e-010.0959
55617TASP1T1HumanCervixCC5.78e-093.66e-010.0918
55617TASP1HTA11_3410_2000001011HumanColorectumAD4.39e-22-6.90e-010.0155
55617TASP1HTA11_2487_2000001011HumanColorectumSER2.63e-03-5.14e-01-0.1808
55617TASP1HTA11_2951_2000001011HumanColorectumAD1.49e-02-6.88e-010.0216
55617TASP1HTA11_1938_2000001011HumanColorectumAD2.84e-05-4.98e-01-0.0811
55617TASP1HTA11_2112_2000001011HumanColorectumSER1.62e-03-8.24e-01-0.2196
55617TASP1HTA11_3361_2000001011HumanColorectumAD3.61e-07-6.59e-01-0.1207
55617TASP1HTA11_83_2000001011HumanColorectumSER8.70e-06-4.37e-01-0.1526
55617TASP1HTA11_696_2000001011HumanColorectumAD1.47e-13-5.14e-01-0.1464
55617TASP1HTA11_866_2000001011HumanColorectumAD4.62e-09-4.25e-01-0.1001
55617TASP1HTA11_2992_2000001011HumanColorectumSER8.10e-03-7.05e-01-0.1706
55617TASP1HTA11_5212_2000001011HumanColorectumAD5.69e-05-7.31e-01-0.2061
55617TASP1HTA11_5216_2000001011HumanColorectumSER6.80e-04-7.17e-01-0.1462
55617TASP1HTA11_866_3004761011HumanColorectumAD4.27e-03-4.23e-010.096
55617TASP1HTA11_4255_2000001011HumanColorectumSER4.38e-03-3.61e-010.0446
55617TASP1HTA11_9408_2000001011HumanColorectumAD1.43e-02-8.08e-010.0451
55617TASP1HTA11_8622_2000001021HumanColorectumSER3.71e-03-6.61e-010.0528
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00516042ColorectumMSSprotein maturation75/3467294/187231.70e-031.53e-0275
GO:00516044ColorectumCRCprotein maturation47/2078294/187236.52e-034.70e-0247
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:005160416Oral cavityLPprotein maturation122/4623294/187231.37e-107.72e-09122
GO:005160423Oral cavityEOLPprotein maturation50/2218294/187235.32e-032.77e-0250
GO:005160432Oral cavityNEOLPprotein maturation50/2005294/187236.46e-045.47e-0350
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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
TASP1SNVMissense_Mutationnovelc.203C>Tp.Ala68Valp.A68VQ9H6P5protein_codingdeleterious(0)probably_damaging(0.974)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TASP1SNVMissense_Mutationrs745546208c.157C>Tp.His53Tyrp.H53YQ9H6P5protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TASP1SNVMissense_Mutationnovelc.1015N>Ap.Val339Metp.V339MQ9H6P5protein_codingtolerated(0.13)possibly_damaging(0.506)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TASP1insertionIn_Frame_Insnovelc.125_126insAGGp.Gly42dupp.G42dupQ9H6P5protein_codingTCGA-A2-A0YM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TASP1SNVMissense_Mutationnovelc.47N>Ap.Arg16Lysp.R16KQ9H6P5protein_codingtolerated_low_confidence(1)benign(0)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TASP1SNVMissense_Mutationnovelc.235N>Tp.Gly79Cysp.G79CQ9H6P5protein_codingdeleterious(0)probably_damaging(0.994)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TASP1SNVMissense_Mutationc.200N>Ap.Arg67Glnp.R67QQ9H6P5protein_codingtolerated(0.29)benign(0.151)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TASP1SNVMissense_Mutationc.520N>Ap.Ala174Thrp.A174TQ9H6P5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
TASP1SNVMissense_Mutationc.253N>Ap.Ala85Thrp.A85TQ9H6P5protein_codingdeleterious(0.04)possibly_damaging(0.907)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TASP1SNVMissense_Mutationc.727N>Ap.Glu243Lysp.E243KQ9H6P5protein_codingtolerated(0.17)benign(0.196)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
55617TASP1PROTEASE, ENZYME, TRANSCRIPTION FACTORinhibitor252827510
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