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: TSPAN7

Gene summary for TSPAN7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPAN7

Gene ID

7102

Gene nametetraspanin 7
Gene AliasA15
CytomapXp11.4
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

P41732


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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
7102TSPAN7HTA11_78_2000001011HumanColorectumAD7.04e-123.74e-01-0.1088
7102TSPAN7HTA11_347_2000001011HumanColorectumAD1.05e-255.26e-01-0.1954
7102TSPAN7HTA11_411_2000001011HumanColorectumSER1.74e-043.07e-01-0.2602
7102TSPAN7HTA11_1391_2000001011HumanColorectumAD3.38e-051.26e-01-0.059
7102TSPAN7HTA11_5212_2000001011HumanColorectumAD4.77e-115.78e-01-0.2061
7102TSPAN7HTA11_10623_2000001011HumanColorectumAD2.06e-031.82e-01-0.0177
7102TSPAN7HTA11_7469_2000001011HumanColorectumAD1.87e-043.50e-01-0.0124
7102TSPAN7HTA11_99999965104_69814HumanColorectumMSS1.51e-082.95e-010.281
7102TSPAN7LZE2THumanEsophagusESCC1.52e-034.06e-010.082
7102TSPAN7LZE4THumanEsophagusESCC1.38e-391.58e+000.0811
7102TSPAN7LZE7THumanEsophagusESCC1.55e-033.07e-010.0667
7102TSPAN7LZE21THumanEsophagusESCC8.06e-077.63e-010.0655
7102TSPAN7P4T-EHumanEsophagusESCC2.67e-277.08e-010.1323
7102TSPAN7P9T-EHumanEsophagusESCC2.73e-113.36e-010.1131
7102TSPAN7P10T-EHumanEsophagusESCC7.94e-214.72e-010.116
7102TSPAN7P11T-EHumanEsophagusESCC1.29e-063.68e-010.1426
7102TSPAN7P15T-EHumanEsophagusESCC2.22e-491.22e+000.1149
7102TSPAN7P16T-EHumanEsophagusESCC7.08e-071.29e-010.1153
7102TSPAN7P20T-EHumanEsophagusESCC2.24e-072.81e-010.1124
7102TSPAN7P22T-EHumanEsophagusESCC3.53e-316.19e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
TSPAN7SNVMissense_Mutationc.389N>Ap.Thr130Asnp.T130NP41732protein_codingtolerated(1)benign(0)TCGA-C8-A137-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TSPAN7SNVMissense_Mutationrs868156656c.670N>Ap.Ala224Thrp.A224TP41732protein_codingtolerated(0.09)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TSPAN7SNVMissense_Mutationc.565N>Gp.Leu189Valp.L189VP41732protein_codingtolerated(1)benign(0.011)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TSPAN7SNVMissense_Mutationc.71T>Cp.Phe24Serp.F24SP41732protein_codingdeleterious(0.02)benign(0.169)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN7SNVMissense_Mutationc.244C>Tp.Arg82Cysp.R82CP41732protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN7SNVMissense_Mutationc.617N>Tp.Thr206Ilep.T206IP41732protein_codingtolerated(0.2)benign(0.088)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TSPAN7SNVMissense_Mutationc.8N>Gp.Ser3Trpp.S3WP41732protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TSPAN7SNVMissense_Mutationc.512N>Tp.Pro171Leup.P171LP41732protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DM-A285-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TSPAN7SNVMissense_Mutationnovelc.608N>Cp.Asp203Alap.D203AP41732protein_codingtolerated(0.48)benign(0.003)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TSPAN7SNVMissense_Mutationnovelc.446G>Ap.Ser149Asnp.S149NP41732protein_codingtolerated(0.15)benign(0.015)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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