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:1905897112SkincSCCregulation of response to endoplasmic reticulum stress47/486482/187231.78e-096.62e-0847
GO:190589814SkincSCCpositive regulation of response to endoplasmic reticulum stress24/486435/187231.56e-073.51e-0624
GO:00365037SkincSCCERAD pathway51/4864107/187231.11e-061.95e-0551
GO:007099729SkincSCCneuron death133/4864361/187232.91e-064.58e-05133
GO:00064877SkincSCCprotein N-linked glycosylation33/486465/187231.63e-051.99e-0433
GO:190121426SkincSCCregulation of neuron death112/4864319/187231.71e-041.48e-03112
GO:19042944SkincSCCpositive regulation of ERAD pathway10/486414/187234.77e-043.60e-0310
GO:19042923SkincSCCregulation of ERAD pathway12/486420/187231.34e-038.54e-0312
GO:0010498113ThyroidPTCproteasomal protein catabolic process297/5968490/187234.58e-409.63e-37297
GO:0009896113ThyroidPTCpositive regulation of catabolic process278/5968492/187233.35e-302.64e-27278
GO:0031331113ThyroidPTCpositive regulation of cellular catabolic process249/5968427/187235.28e-303.58e-27249
GO:0042176113ThyroidPTCregulation of protein catabolic process231/5968391/187234.76e-292.14e-26231
GO:1903362113ThyroidPTCregulation of cellular protein catabolic process162/5968255/187231.62e-255.12e-23162
GO:0034976113ThyroidPTCresponse to endoplasmic reticulum stress161/5968256/187231.14e-243.27e-22161
GO:1903050113ThyroidPTCregulation of proteolysis involved in cellular protein catabolic process140/5968221/187234.63e-221.01e-19140
GO:0045732113ThyroidPTCpositive regulation of protein catabolic process142/5968231/187231.43e-202.38e-18142
GO:0061136113ThyroidPTCregulation of proteasomal protein catabolic process121/5968187/187232.25e-203.37e-18121
GO:1903364113ThyroidPTCpositive regulation of cellular protein catabolic process104/5968155/187231.93e-192.39e-17104
GO:0045862113ThyroidPTCpositive regulation of proteolysis198/5968372/187236.68e-186.91e-16198
GO:1901800112ThyroidPTCpositive regulation of proteasomal protein catabolic process80/5968114/187234.80e-174.27e-1580
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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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