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: TMPRSS11E

Gene summary for TMPRSS11E

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMPRSS11E

Gene ID

28983

Gene nametransmembrane serine protease 11E
Gene AliasDESC1
Cytomap4q13.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9UL52


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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
28983TMPRSS11ECCI_1HumanCervixCC4.05e-081.32e+000.528
28983TMPRSS11ETumorHumanCervixCC5.30e-042.35e-010.1241
28983TMPRSS11Esample3HumanCervixCC4.39e-143.80e-010.1387
28983TMPRSS11EH2HumanCervixHSIL_HPV9.66e-145.28e-010.0632
28983TMPRSS11ET3HumanCervixCC2.17e-114.20e-010.1389
28983TMPRSS11ELZE4THumanEsophagusESCC8.35e-062.99e-010.0811
28983TMPRSS11EP20T-EHumanEsophagusESCC3.97e-021.46e-010.1124
28983TMPRSS11EP37T-EHumanEsophagusESCC4.28e-021.03e-010.1371
28983TMPRSS11EP39T-EHumanEsophagusESCC9.20e-063.11e-010.0894
28983TMPRSS11EP42T-EHumanEsophagusESCC2.20e-073.57e-010.1175
28983TMPRSS11EP47T-EHumanEsophagusESCC3.50e-022.23e-010.1067
28983TMPRSS11EP49T-EHumanEsophagusESCC4.64e-066.49e-010.1768
28983TMPRSS11EP62T-EHumanEsophagusESCC2.41e-073.55e-010.1302
28983TMPRSS11EP84T-EHumanEsophagusESCC1.34e-041.13e+000.0933
28983TMPRSS11EP126T-EHumanEsophagusESCC8.75e-032.44e-010.1125
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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
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
∗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
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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
TMPRSS11ESNVMissense_Mutationc.284N>Ap.Pro95Glnp.P95QQ9UL52protein_codingtolerated(0.31)benign(0.014)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TMPRSS11ESNVMissense_Mutationnovelc.851N>Gp.Ser284Cysp.S284CQ9UL52protein_codingdeleterious(0)probably_damaging(0.914)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMPRSS11EinsertionNonsense_Mutationnovelc.652_653insAGCTTATTGAGGGGTGAGGAAGGACTAGAAGGAAAAGGAp.Gly218delinsGluLeuIleGluGlyTerGlyArgThrArgArgLysArgArgp.G218delinsELIEG*GRTRRKRRQ9UL52protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS11ESNVMissense_Mutationnovelc.75N>Gp.Ile25Metp.I25MQ9UL52protein_codingdeleterious(0.03)benign(0.06)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
TMPRSS11ESNVMissense_Mutationc.26N>Tp.Arg9Metp.R9MQ9UL52protein_codingtolerated(0.1)benign(0.275)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS11ESNVMissense_Mutationnovelc.778N>Ap.Leu260Ilep.L260IQ9UL52protein_codingtolerated(0.25)benign(0.062)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TMPRSS11ESNVMissense_Mutationc.410N>Cp.Ile137Thrp.I137TQ9UL52protein_codingtolerated(0.53)benign(0.007)TCGA-AA-A02K-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
TMPRSS11ESNVMissense_Mutationc.1150N>Ap.Asp384Asnp.D384NQ9UL52protein_codingtolerated(0.59)benign(0.011)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS11ESNVMissense_Mutationc.416N>Cp.Gln139Prop.Q139PQ9UL52protein_codingdeleterious(0.03)possibly_damaging(0.601)TCGA-EI-6506-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS11ESNVMissense_Mutationrs149891396c.989G>Ap.Arg330Glnp.R330QQ9UL52protein_codingtolerated(0.15)benign(0.031)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
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