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: ARMC6

Gene summary for ARMC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARMC6

Gene ID

93436

Gene namearmadillo repeat containing 6
Gene AliasR30923_1
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0002244

UniProtAcc

Q6NXE6


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
93436ARMC6LZE4THumanEsophagusESCC2.42e-091.74e-010.0811
93436ARMC6LZE7THumanEsophagusESCC7.53e-033.80e-010.0667
93436ARMC6LZE24THumanEsophagusESCC9.54e-042.20e-010.0596
93436ARMC6P1T-EHumanEsophagusESCC2.77e-022.94e-010.0875
93436ARMC6P2T-EHumanEsophagusESCC2.86e-111.93e-010.1177
93436ARMC6P4T-EHumanEsophagusESCC4.36e-123.21e-010.1323
93436ARMC6P5T-EHumanEsophagusESCC4.05e-061.43e-010.1327
93436ARMC6P8T-EHumanEsophagusESCC5.63e-102.50e-010.0889
93436ARMC6P9T-EHumanEsophagusESCC2.02e-112.40e-010.1131
93436ARMC6P10T-EHumanEsophagusESCC7.09e-335.92e-010.116
93436ARMC6P11T-EHumanEsophagusESCC7.11e-143.83e-010.1426
93436ARMC6P12T-EHumanEsophagusESCC4.05e-133.48e-010.1122
93436ARMC6P15T-EHumanEsophagusESCC1.12e-162.55e-010.1149
93436ARMC6P16T-EHumanEsophagusESCC3.45e-122.18e-010.1153
93436ARMC6P17T-EHumanEsophagusESCC2.02e-155.90e-010.1278
93436ARMC6P19T-EHumanEsophagusESCC2.38e-033.86e-010.1662
93436ARMC6P20T-EHumanEsophagusESCC1.08e-111.83e-010.1124
93436ARMC6P21T-EHumanEsophagusESCC5.69e-518.55e-010.1617
93436ARMC6P22T-EHumanEsophagusESCC9.52e-122.07e-010.1236
93436ARMC6P23T-EHumanEsophagusESCC3.94e-194.49e-010.108
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
GO:00022446EsophagusESCChematopoietic progenitor cell differentiation66/8552114/187235.74e-032.13e-0266
GO:00022445Oral cavityOSCChematopoietic progenitor cell differentiation57/7305114/187231.09e-023.71e-0257
GO:000224413SkincSCChematopoietic progenitor cell differentiation42/4864114/187236.74e-033.27e-0242
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
ARMC6SNVMissense_Mutationnovelc.11N>Ap.Arg4Glnp.R4QQ6NXE6protein_codingtolerated_low_confidence(0.09)benign(0)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ARMC6SNVMissense_Mutationc.700C>Gp.His234Aspp.H234DQ6NXE6protein_codingtolerated(0.64)benign(0)TCGA-C8-A1HN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARMC6SNVMissense_Mutationc.1387N>Ap.Gln463Lysp.Q463KQ6NXE6protein_codingtolerated(0.36)benign(0.001)TCGA-E9-A1N8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ARMC6insertionFrame_Shift_Insnovelc.851_852insCATGAGCCACCACGCCTGGCTTCTCTGTp.Lys284AsnfsTer15p.K284Nfs*15Q6NXE6protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ARMC6insertionFrame_Shift_Insnovelc.179_180insTCTCCTGCCTCAGCCTCCCp.Glu60AspfsTer10p.E60Dfs*10Q6NXE6protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
ARMC6SNVMissense_Mutationnovelc.764N>Cp.Ile255Thrp.I255TQ6NXE6protein_codingdeleterious(0)possibly_damaging(0.535)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARMC6SNVMissense_Mutationc.1153C>Ap.Gln385Lysp.Q385KQ6NXE6protein_codingtolerated(0.19)possibly_damaging(0.503)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ARMC6SNVMissense_Mutationrs754303232c.1274N>Tp.Pro425Leup.P425LQ6NXE6protein_codingdeleterious(0.01)benign(0.439)TCGA-FU-A57G-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARMC6SNVMissense_Mutationrs761010517c.982N>Ap.Asp328Asnp.D328NQ6NXE6protein_codingtolerated(0.33)benign(0.011)TCGA-AZ-6606-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolfiriPD
ARMC6SNVMissense_Mutationrs373198003c.608N>Ap.Arg203Hisp.R203HQ6NXE6protein_codingdeleterious(0.03)benign(0.073)TCGA-DM-A1D9-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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