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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TMED5

Gene summary for TMED5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMED5

Gene ID

50999

Gene nametransmembrane p24 trafficking protein 5
Gene AliasCGI-100
Cytomap1p22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9Y3A6


Top

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
50999TMED5LZE4THumanEsophagusESCC2.29e-134.14e-010.0811
50999TMED5LZE8THumanEsophagusESCC8.31e-101.76e-010.067
50999TMED5LZE20THumanEsophagusESCC4.20e-111.69e-010.0662
50999TMED5LZE24THumanEsophagusESCC5.50e-164.52e-010.0596
50999TMED5LZE6THumanEsophagusESCC4.05e-041.56e-010.0845
50999TMED5P2T-EHumanEsophagusESCC2.10e-264.39e-010.1177
50999TMED5P4T-EHumanEsophagusESCC1.11e-174.56e-010.1323
50999TMED5P5T-EHumanEsophagusESCC3.82e-163.63e-010.1327
50999TMED5P8T-EHumanEsophagusESCC1.70e-234.30e-010.0889
50999TMED5P9T-EHumanEsophagusESCC8.60e-174.26e-010.1131
50999TMED5P10T-EHumanEsophagusESCC4.05e-244.62e-010.116
50999TMED5P11T-EHumanEsophagusESCC5.98e-154.93e-010.1426
50999TMED5P12T-EHumanEsophagusESCC3.71e-782.10e+000.1122
50999TMED5P15T-EHumanEsophagusESCC9.95e-214.69e-010.1149
50999TMED5P16T-EHumanEsophagusESCC2.42e-161.17e-010.1153
50999TMED5P17T-EHumanEsophagusESCC2.60e-113.97e-010.1278
50999TMED5P19T-EHumanEsophagusESCC4.79e-026.04e-010.1662
50999TMED5P20T-EHumanEsophagusESCC7.65e-195.02e-010.1124
50999TMED5P21T-EHumanEsophagusESCC1.47e-421.02e+000.1617
50999TMED5P22T-EHumanEsophagusESCC2.21e-151.77e-010.1236
Page: 1 2 3 4 5 6 

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
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
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00901614EsophagusESCCGolgi ribbon formation11/855213/187234.76e-031.85e-0211
GO:004819311LiverCirrhoticGolgi vesicle transport153/4634296/187231.02e-236.43e-21153
GO:000688811LiverCirrhoticendoplasmic reticulum to Golgi vesicle-mediated transport77/4634130/187235.78e-177.56e-1577
GO:00070301LiverCirrhoticGolgi organization68/4634157/187232.57e-076.41e-0668
GO:00901611LiverCirrhoticGolgi ribbon formation9/463413/187239.10e-046.49e-039
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:000688821LiverHCCendoplasmic reticulum to Golgi vesicle-mediated transport100/7958130/187231.15e-158.67e-14100
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:00901612LiverHCCGolgi ribbon formation11/795813/187232.38e-031.16e-0211
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00068888Oral cavityOSCCendoplasmic reticulum to Golgi vesicle-mediated transport97/7305130/187231.42e-161.15e-1497
GO:00070307Oral cavityOSCCGolgi organization92/7305157/187234.96e-077.27e-0692
GO:00901613Oral cavityOSCCGolgi ribbon formation11/730513/187231.02e-035.29e-0311
GO:004819322Oral cavityEOLPGolgi vesicle transport72/2218296/187231.43e-099.55e-0872
GO:000703014Oral cavityEOLPGolgi organization37/2218157/187232.83e-054.12e-0437
GO:009016111Oral cavityEOLPGolgi ribbon formation7/221813/187232.90e-042.74e-037
GO:000688822Oral cavityEOLPendoplasmic reticulum to Golgi vesicle-mediated transport29/2218130/187235.29e-044.56e-0329
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TMED5SNVMissense_Mutationc.637N>Gp.Gln213Glup.Q213EQ9Y3A6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TMED5SNVMissense_Mutationc.420N>Cp.Lys140Asnp.K140NQ9Y3A6protein_codingtolerated(0.18)possibly_damaging(0.837)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMED5SNVMissense_Mutationnovelc.65N>Cp.Leu22Prop.L22PQ9Y3A6protein_codingtolerated(0.11)benign(0.001)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TMED5SNVMissense_Mutationc.363C>Ap.Phe121Leup.F121LQ9Y3A6protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TMED5SNVMissense_Mutationnovelc.589N>Gp.Phe197Valp.F197VQ9Y3A6protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TMED5SNVMissense_Mutationnovelc.454A>Gp.Lys152Glup.K152EQ9Y3A6protein_codingdeleterious(0)possibly_damaging(0.897)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TMED5SNVMissense_Mutationnovelc.678N>Cp.Lys226Asnp.K226NQ9Y3A6protein_codingdeleterious(0.02)possibly_damaging(0.635)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
TMED5SNVMissense_Mutationnovelc.641N>Cp.Val214Alap.V214AQ9Y3A6protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TMED5SNVMissense_Mutationc.411A>Cp.Glu137Aspp.E137DQ9Y3A6protein_codingtolerated(0.4)benign(0.023)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMED5SNVMissense_Mutationnovelc.412N>Ap.Asp138Asnp.D138NQ9Y3A6protein_codingtolerated(0.28)benign(0.058)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 

Top

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
Page: 1