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: TMPRSS11D

Gene summary for TMPRSS11D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMPRSS11D

Gene ID

9407

Gene nametransmembrane serine protease 11D
Gene AliasASP
Cytomap4q13.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

O60235


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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
9407TMPRSS11DLZE8THumanEsophagusESCC6.32e-123.70e-010.067
9407TMPRSS11DLZE20THumanEsophagusESCC4.89e-125.41e-010.0662
9407TMPRSS11DLZE21THumanEsophagusESCC1.58e-115.86e-010.0655
9407TMPRSS11DP1T-EHumanEsophagusESCC1.03e-028.63e-010.0875
9407TMPRSS11DP11T-EHumanEsophagusESCC5.83e-093.67e-010.1426
9407TMPRSS11DP21T-EHumanEsophagusESCC6.19e-082.02e-010.1617
9407TMPRSS11DP23T-EHumanEsophagusESCC2.09e-144.85e-010.108
9407TMPRSS11DP28T-EHumanEsophagusESCC1.12e-256.52e-010.1149
9407TMPRSS11DP30T-EHumanEsophagusESCC1.61e-073.20e-010.137
9407TMPRSS11DP36T-EHumanEsophagusESCC1.27e-021.13e-010.1187
9407TMPRSS11DP48T-EHumanEsophagusESCC6.73e-063.06e-010.0959
9407TMPRSS11DP49T-EHumanEsophagusESCC5.27e-137.32e-010.1768
9407TMPRSS11DP62T-EHumanEsophagusESCC1.36e-347.68e-010.1302
9407TMPRSS11DP84T-EHumanEsophagusESCC8.55e-097.17e-010.0933
9407TMPRSS11DP107T-EHumanEsophagusESCC1.12e-135.31e-010.171
9407TMPRSS11DP127T-EHumanEsophagusESCC9.18e-071.88e-010.0826
9407TMPRSS11DP128T-EHumanEsophagusESCC4.35e-197.19e-010.1241
9407TMPRSS11DC04HumanOral cavityOSCC1.10e-066.75e-010.2633
9407TMPRSS11DC30HumanOral cavityOSCC3.30e-187.78e-010.3055
9407TMPRSS11DC38HumanOral cavityOSCC5.38e-114.94e-010.172
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516425EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0516435EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0516418Oral cavityOSCCInfluenza A116/3704171/84651.23e-101.78e-099.08e-10116
hsa0516419Oral cavityOSCCInfluenza A116/3704171/84651.23e-101.78e-099.08e-10116
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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
TMPRSS11DSNVMissense_Mutationc.28N>Gp.Thr10Alap.T10AO60235protein_codingtolerated(0.91)benign(0)TCGA-D8-A27M-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapymethotrexate+5SD
TMPRSS11DSNVMissense_Mutationnovelc.277T>Gp.Leu93Valp.L93VO60235protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-E9-A5FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS11DinsertionFrame_Shift_Insnovelc.1110_1111insACAGp.Pro371ThrfsTer29p.P371Tfs*29O60235protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS11DdeletionFrame_Shift_Delc.294_295delCAp.Ile98MetfsTer12p.I98Mfs*12O60235protein_codingTCGA-AR-A250-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TMPRSS11DSNVMissense_Mutationc.163C>Gp.Gln55Glup.Q55EO60235protein_codingtolerated(0.82)benign(0.003)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TMPRSS11DSNVMissense_Mutationc.73N>Ap.Ala25Thrp.A25TO60235protein_codingtolerated(0.22)benign(0.34)TCGA-AA-3509-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMPRSS11DSNVMissense_Mutationc.830G>Tp.Arg277Ilep.R277IO60235protein_codingdeleterious(0)benign(0.062)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMPRSS11DSNVMissense_Mutationc.532N>Tp.Asp178Tyrp.D178YO60235protein_codingdeleterious(0)probably_damaging(0.921)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TMPRSS11DSNVMissense_Mutationc.65N>Cp.Ile22Thrp.I22TO60235protein_codingdeleterious(0.04)benign(0.003)TCGA-AY-6386-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapy5-fuSD
TMPRSS11DSNVMissense_Mutationnovelc.794N>Cp.Lys265Thrp.K265TO60235protein_codingtolerated(0.34)benign(0)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
9407TMPRSS11DPROTEASE, DRUGGABLE GENOME, ENZYMEinhibitor252166870
9407TMPRSS11DPROTEASE, DRUGGABLE GENOME, ENZYMEinhibitor252166825
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