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: TMEM60

Gene summary for TMEM60

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM60

Gene ID

85025

Gene nametransmembrane protein 60
Gene AliasC7orf35
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9H2L4


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
85025TMEM60LZE4THumanEsophagusESCC3.93e-093.03e-010.0811
85025TMEM60LZE8THumanEsophagusESCC9.72e-031.13e-010.067
85025TMEM60LZE20THumanEsophagusESCC8.20e-132.94e-010.0662
85025TMEM60LZE22THumanEsophagusESCC3.67e-114.62e-010.068
85025TMEM60LZE24THumanEsophagusESCC3.84e-236.02e-010.0596
85025TMEM60LZE21THumanEsophagusESCC1.26e-022.23e-010.0655
85025TMEM60LZE6THumanEsophagusESCC6.75e-032.19e-010.0845
85025TMEM60P1T-EHumanEsophagusESCC1.46e-074.33e-010.0875
85025TMEM60P2T-EHumanEsophagusESCC1.78e-213.38e-010.1177
85025TMEM60P4T-EHumanEsophagusESCC7.91e-245.91e-010.1323
85025TMEM60P5T-EHumanEsophagusESCC9.87e-162.40e-010.1327
85025TMEM60P8T-EHumanEsophagusESCC8.47e-253.44e-010.0889
85025TMEM60P9T-EHumanEsophagusESCC2.80e-226.12e-010.1131
85025TMEM60P10T-EHumanEsophagusESCC4.33e-203.55e-010.116
85025TMEM60P11T-EHumanEsophagusESCC7.63e-153.89e-010.1426
85025TMEM60P12T-EHumanEsophagusESCC2.79e-315.08e-010.1122
85025TMEM60P15T-EHumanEsophagusESCC1.26e-215.02e-010.1149
85025TMEM60P16T-EHumanEsophagusESCC1.41e-437.93e-010.1153
85025TMEM60P17T-EHumanEsophagusESCC1.59e-102.96e-010.1278
85025TMEM60P19T-EHumanEsophagusESCC8.99e-064.14e-010.1662
Page: 1 2 3 4 5 

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
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
Page: 1 

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
TMEM60SNVMissense_Mutationnovelc.74T>Gp.Leu25Trpp.L25WQ9H2L4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TMEM60insertionNonsense_Mutationnovelc.42_43insGGACATGAAATTTAAATTTCAAATGAp.Phe15GlyfsTer5p.F15Gfs*5Q9H2L4protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
TMEM60SNVMissense_Mutationc.21N>Cp.Gln7Hisp.Q7HQ9H2L4protein_codingtolerated(1)benign(0.182)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
TMEM60SNVMissense_Mutationnovelc.397N>Cp.Asp133Hisp.D133HQ9H2L4protein_codingdeleterious_low_confidence(0.03)benign(0.39)TCGA-C5-A1M7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM60SNVMissense_Mutationnovelc.334C>Tp.Pro112Serp.P112SQ9H2L4protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM60insertionFrame_Shift_Insrs749773249c.231dupAp.Ala78SerfsTer10p.A78Sfs*10Q9H2L4protein_codingTCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM60deletionFrame_Shift_Delrs780465472c.231delNp.Ala78ProfsTer11p.A78Pfs*11Q9H2L4protein_codingTCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM60deletionFrame_Shift_Delrs780465472c.231delAp.Ala78ProfsTer11p.A78Pfs*11Q9H2L4protein_codingTCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM60deletionFrame_Shift_Delrs780465472c.231delAp.Ala78ProfsTer11p.A78Pfs*11Q9H2L4protein_codingTCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TMEM60deletionFrame_Shift_Delrs780465472c.231delNp.Ala78ProfsTer11p.A78Pfs*11Q9H2L4protein_codingTCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 

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