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: TMEM25

Gene summary for TMEM25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM25

Gene ID

84866

Gene nametransmembrane protein 25
Gene AliasTMEM25
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q86YD3


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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
84866TMEM25LZE4THumanEsophagusESCC2.32e-041.37e-010.0811
84866TMEM25LZE22THumanEsophagusESCC2.36e-076.38e-010.068
84866TMEM25LZE24THumanEsophagusESCC2.44e-113.13e-010.0596
84866TMEM25P2T-EHumanEsophagusESCC7.77e-172.35e-010.1177
84866TMEM25P4T-EHumanEsophagusESCC9.35e-184.19e-010.1323
84866TMEM25P5T-EHumanEsophagusESCC4.68e-111.77e-010.1327
84866TMEM25P8T-EHumanEsophagusESCC1.55e-102.36e-010.0889
84866TMEM25P9T-EHumanEsophagusESCC1.27e-071.27e-010.1131
84866TMEM25P10T-EHumanEsophagusESCC2.46e-173.60e-010.116
84866TMEM25P11T-EHumanEsophagusESCC1.87e-156.49e-010.1426
84866TMEM25P12T-EHumanEsophagusESCC5.62e-304.52e-010.1122
84866TMEM25P15T-EHumanEsophagusESCC3.44e-041.22e-010.1149
84866TMEM25P16T-EHumanEsophagusESCC3.65e-285.04e-010.1153
84866TMEM25P17T-EHumanEsophagusESCC1.47e-032.64e-010.1278
84866TMEM25P21T-EHumanEsophagusESCC1.47e-346.55e-010.1617
84866TMEM25P22T-EHumanEsophagusESCC1.14e-142.86e-010.1236
84866TMEM25P24T-EHumanEsophagusESCC2.17e-081.43e-010.1287
84866TMEM25P26T-EHumanEsophagusESCC8.63e-214.25e-010.1276
84866TMEM25P27T-EHumanEsophagusESCC1.78e-172.56e-010.1055
84866TMEM25P28T-EHumanEsophagusESCC1.49e-101.16e-010.1149
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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
∗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:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0048524ColorectumADpositive regulation of viral process31/391865/187231.33e-064.23e-0531
GO:0050792ColorectumADregulation of viral process59/3918164/187235.95e-061.52e-0459
GO:0000910ColorectumADcytokinesis59/3918173/187233.74e-056.75e-0459
GO:0061640ColorectumADcytoskeleton-dependent cytokinesis37/3918100/187231.58e-042.20e-0337
GO:0006487ColorectumADprotein N-linked glycosylation25/391865/187239.12e-048.71e-0325
GO:0006486ColorectumADprotein glycosylation64/3918226/187234.86e-033.27e-0264
GO:0043413ColorectumADmacromolecule glycosylation64/3918226/187234.86e-033.27e-0264
GO:0070085ColorectumADglycosylation67/3918240/187235.78e-033.67e-0267
GO:00160321ColorectumSERviral process118/2897415/187238.36e-121.65e-09118
GO:00009101ColorectumSERcytokinesis45/2897173/187232.28e-043.93e-0345
GO:00507921ColorectumSERregulation of viral process43/2897164/187232.57e-044.31e-0343
GO:00616401ColorectumSERcytoskeleton-dependent cytokinesis29/2897100/187234.25e-046.25e-0329
GO:00485241ColorectumSERpositive regulation of viral process21/289765/187235.39e-047.57e-0321
GO:00064871ColorectumMSSprotein N-linked glycosylation23/346765/187239.47e-049.54e-0323
GO:004217627EsophagusHGINregulation of protein catabolic process119/2587391/187238.09e-182.43e-15119
GO:001049826EsophagusHGINproteasomal protein catabolic process139/2587490/187231.20e-173.41e-15139
GO:004586227EsophagusHGINpositive regulation of proteolysis107/2587372/187232.61e-144.60e-12107
GO:190336227EsophagusHGINregulation of cellular protein catabolic process81/2587255/187231.16e-131.93e-1181
GO:003497625EsophagusHGINresponse to endoplasmic reticulum stress81/2587256/187231.47e-132.32e-1181
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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
TMEM25deletionFrame_Shift_Delnovelc.575delAp.Asn192ThrfsTer85p.N192Tfs*85protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMEM25SNVMissense_Mutationnovelc.758G>Ap.Ser253Asnp.S253Nprotein_codingtolerated(0.29)benign(0.062)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TMEM25SNVMissense_Mutationrs782188288c.145G>Ap.Ala49Thrp.A49Tprotein_codingtolerated(0.54)benign(0.207)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM25SNVMissense_Mutationc.1033N>Tp.Leu345Phep.L345Fprotein_codingtolerated_low_confidence(0.07)benign(0.015)TCGA-FU-A3EO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM25SNVMissense_Mutationnovelc.97N>Ap.Asp33Asnp.D33Nprotein_codingtolerated(0.2)probably_damaging(0.998)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
TMEM25SNVMissense_Mutationnovelc.224G>Ap.Ser75Asnp.S75Nprotein_codingtolerated(0.51)benign(0.007)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TMEM25SNVMissense_Mutationrs377765778c.599N>Ap.Arg200Hisp.R200Hprotein_codingtolerated(0.3)benign(0.003)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM25SNVMissense_Mutationrs75184401c.458C>Tp.Ala153Valp.A153Vprotein_codingtolerated(0.5)benign(0.213)TCGA-AG-3883-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMEM25deletionFrame_Shift_Delc.166delNp.Pro58LeufsTer23p.P58Lfs*23protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TMEM25deletionFrame_Shift_Delc.166delNp.Pro58LeufsTer23p.P58Lfs*23protein_codingTCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=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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