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: TSPAN5

Gene summary for TSPAN5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPAN5

Gene ID

10098

Gene nametetraspanin 5
Gene AliasNET-4
Cytomap4q23
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

P62079


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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
10098TSPAN5CCI_1HumanCervixCC1.38e-191.53e+000.528
10098TSPAN5CCI_3HumanCervixCC6.60e-097.02e-010.516
10098TSPAN5TumorHumanCervixCC4.18e-021.65e-010.1241
10098TSPAN5sample3HumanCervixCC8.50e-042.18e-010.1387
10098TSPAN5T3HumanCervixCC2.43e-051.91e-010.1389
10098TSPAN5HTA11_7696_3000711011HumanColorectumAD2.86e-021.36e-010.0674
10098TSPAN5HTA11_6818_2000001021HumanColorectumAD8.15e-035.50e-010.0588
10098TSPAN5HTA11_99999970781_79442HumanColorectumMSS5.45e-198.32e-010.294
10098TSPAN5HTA11_99999965062_69753HumanColorectumMSI-H5.68e-062.19e+000.3487
10098TSPAN5HTA11_99999965104_69814HumanColorectumMSS5.05e-085.25e-010.281
10098TSPAN5HTA11_99999971662_82457HumanColorectumMSS3.35e-177.73e-010.3859
10098TSPAN5A002-C-010HumanColorectumFAP1.48e-043.95e-010.242
10098TSPAN5A002-C-021HumanColorectumFAP5.50e-115.12e-010.1171
10098TSPAN5A001-C-104HumanColorectumFAP5.07e-075.06e-010.0184
10098TSPAN5CRC-1-8810HumanColorectumCRC9.83e-033.64e-010.6257
10098TSPAN5CRC-3-11773HumanColorectumCRC3.13e-023.61e-010.2564
10098TSPAN5LZE22THumanEsophagusESCC4.49e-064.73e-010.068
10098TSPAN5LZE24THumanEsophagusESCC2.29e-204.43e-010.0596
10098TSPAN5P2T-EHumanEsophagusESCC7.16e-095.21e-020.1177
10098TSPAN5P4T-EHumanEsophagusESCC6.65e-411.01e+000.1323
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:19907788CervixCCprotein localization to cell periphery78/2311333/187231.22e-089.73e-0778
GO:00072194CervixCCNotch signaling pathway39/2311172/187231.08e-041.38e-0339
GO:00085933CervixCCregulation of Notch signaling pathway25/231195/187231.61e-041.93e-0325
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:0045747CervixCCpositive regulation of Notch signaling pathway13/231147/187233.62e-032.31e-0213
GO:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:0007219ColorectumADNotch signaling pathway50/3918172/187236.92e-034.26e-0250
GO:00726592ColorectumMSSprotein localization to plasma membrane113/3467284/187233.23e-171.55e-14113
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
GO:00516042ColorectumMSSprotein maturation75/3467294/187231.70e-031.53e-0275
GO:00726593ColorectumMSI-Hprotein localization to plasma membrane38/1319284/187231.03e-043.18e-0338
GO:19907783ColorectumMSI-Hprotein localization to cell periphery40/1319333/187236.61e-041.27e-0240
GO:00516043ColorectumMSI-Hprotein maturation34/1319294/187233.02e-033.80e-0234
GO:00726594ColorectumFAPprotein localization to plasma membrane95/2622284/187234.86e-179.93e-1495
GO:19907784ColorectumFAPprotein localization to cell periphery100/2622333/187232.19e-142.68e-11100
GO:00072191ColorectumFAPNotch signaling pathway38/2622172/187232.56e-032.01e-0238
GO:00726595ColorectumCRCprotein localization to plasma membrane80/2078284/187231.36e-154.07e-1280
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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
TSPAN5SNVMissense_Mutationc.530N>Tp.Arg177Leup.R177LP62079protein_codingdeleterious(0.03)possibly_damaging(0.839)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN5SNVMissense_Mutationnovelc.524C>Ap.Ala175Glup.A175EP62079protein_codingtolerated(0.29)benign(0.062)TCGA-A7-A426-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
TSPAN5insertionFrame_Shift_Insnovelc.425_426insAp.Asn142LysfsTer19p.N142Kfs*19P62079protein_codingTCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TSPAN5SNVMissense_Mutationc.625G>Cp.Glu209Glnp.E209QP62079protein_codingtolerated(0.45)benign(0.026)TCGA-LP-A4AW-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TSPAN5SNVMissense_Mutationc.254N>Ap.Arg85Glnp.R85QP62079protein_codingdeleterious(0)probably_damaging(0.971)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TSPAN5SNVMissense_Mutationc.239N>Ap.Cys80Tyrp.C80YP62079protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TSPAN5SNVMissense_Mutationnovelc.148A>Cp.Ile50Leup.I50LP62079protein_codingtolerated(1)benign(0.014)TCGA-AA-3848-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TSPAN5SNVMissense_Mutationc.20N>Cp.Lys7Thrp.K7TP62079protein_codingtolerated(0.38)benign(0.028)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TSPAN5SNVMissense_Mutationc.220N>Gp.Ile74Valp.I74VP62079protein_codingtolerated(0.45)benign(0.012)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSPAN5SNVMissense_Mutationc.729N>Gp.Ile243Metp.I243MP62079protein_codingdeleterious(0)probably_damaging(0.91)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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
10098TSPAN5CELL SURFACEcitalopramCITALOPRAM26903268
10098TSPAN5CELL SURFACEescitalopramESCITALOPRAM26903268
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