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: ARMC10

Gene summary for ARMC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARMC10

Gene ID

83787

Gene namearmadillo repeat containing 10
Gene AliasPNAS-112
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q8N2F6


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
83787ARMC10LZE20THumanEsophagusESCC2.12e-095.28e-010.0662
83787ARMC10LZE22THumanEsophagusESCC1.33e-035.92e-010.068
83787ARMC10LZE24THumanEsophagusESCC3.38e-187.15e-010.0596
83787ARMC10LZE21THumanEsophagusESCC5.18e-043.68e-010.0655
83787ARMC10P1T-EHumanEsophagusESCC4.10e-107.56e-010.0875
83787ARMC10P2T-EHumanEsophagusESCC9.88e-1171.87e+000.1177
83787ARMC10P4T-EHumanEsophagusESCC3.31e-601.50e+000.1323
83787ARMC10P5T-EHumanEsophagusESCC3.02e-611.18e+000.1327
83787ARMC10P8T-EHumanEsophagusESCC4.56e-366.16e-010.0889
83787ARMC10P9T-EHumanEsophagusESCC1.08e-338.96e-010.1131
83787ARMC10P10T-EHumanEsophagusESCC5.96e-691.08e+000.116
83787ARMC10P11T-EHumanEsophagusESCC4.65e-251.04e+000.1426
83787ARMC10P12T-EHumanEsophagusESCC2.69e-681.17e+000.1122
83787ARMC10P15T-EHumanEsophagusESCC1.02e-801.71e+000.1149
83787ARMC10P16T-EHumanEsophagusESCC9.01e-911.49e+000.1153
83787ARMC10P17T-EHumanEsophagusESCC3.16e-251.27e+000.1278
83787ARMC10P19T-EHumanEsophagusESCC4.74e-201.44e+000.1662
83787ARMC10P20T-EHumanEsophagusESCC1.02e-681.58e+000.1124
83787ARMC10P21T-EHumanEsophagusESCC3.17e-881.77e+000.1617
83787ARMC10P22T-EHumanEsophagusESCC2.39e-608.50e-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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:2001242111EsophagusESCCregulation of intrinsic apoptotic signaling pathway128/8552164/187231.75e-171.50e-15128
GO:2001234111EsophagusESCCnegative regulation of apoptotic signaling pathway161/8552224/187231.24e-158.09e-14161
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:2001243111EsophagusESCCnegative regulation of intrinsic apoptotic signaling pathway78/855298/187235.50e-122.10e-1078
GO:1901796111EsophagusESCCregulation of signal transduction by p53 class mediator70/855293/187235.69e-091.18e-0770
GO:0072332111EsophagusESCCintrinsic apoptotic signaling pathway by p53 class mediator59/855276/187231.22e-082.42e-0759
GO:1902253110EsophagusESCCregulation of intrinsic apoptotic signaling pathway by p53 class mediator23/855229/187232.25e-041.40e-0323
GO:19017975EsophagusESCCnegative regulation of signal transduction by p53 class mediator22/855231/187233.90e-031.58e-0222
GO:19022544EsophagusESCCnegative regulation of intrinsic apoptotic signaling pathway by p53 class mediator16/855221/187234.47e-031.76e-0216
GO:200123312LiverCirrhoticregulation of apoptotic signaling pathway163/4634356/187232.62e-184.43e-16163
GO:009719312LiverCirrhoticintrinsic apoptotic signaling pathway130/4634288/187232.69e-142.45e-12130
GO:20012427LiverCirrhoticregulation of intrinsic apoptotic signaling pathway82/4634164/187232.35e-121.71e-1082
GO:20012347LiverCirrhoticnegative regulation of apoptotic signaling pathway102/4634224/187238.40e-125.60e-10102
GO:20012437LiverCirrhoticnegative regulation of intrinsic apoptotic signaling pathway47/463498/187235.26e-071.17e-0547
GO:007233112LiverCirrhoticsignal transduction by p53 class mediator69/4634163/187235.97e-071.30e-0569
GO:00723326LiverCirrhoticintrinsic apoptotic signaling pathway by p53 class mediator38/463476/187231.75e-063.32e-0538
GO:190179612LiverCirrhoticregulation of signal transduction by p53 class mediator37/463493/187239.58e-046.78e-0337
GO:19022535LiverCirrhoticregulation of intrinsic apoptotic signaling pathway by p53 class mediator14/463429/187235.09e-032.62e-0214
Page: 1 2 3 4 5 

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
ARMC10SNVMissense_Mutationnovelc.446A>Tp.His149Leup.H149LQ8N2F6protein_codingdeleterious(0.01)benign(0.079)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ARMC10insertionFrame_Shift_Insnovelc.444_445insGGp.His149GlyfsTer12p.H149Gfs*12Q8N2F6protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ARMC10SNVMissense_Mutationc.962N>Cp.Ile321Thrp.I321TQ8N2F6protein_codingdeleterious(0)benign(0.288)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ARMC10SNVMissense_Mutationnovelc.1025A>Gp.Lys342Argp.K342RQ8N2F6protein_codingdeleterious(0.03)benign(0.009)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARMC10SNVMissense_Mutationc.845N>Tp.Thr282Metp.T282MQ8N2F6protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
ARMC10SNVMissense_Mutationnovelc.640N>Tp.His214Tyrp.H214YQ8N2F6protein_codingtolerated(0.07)benign(0.164)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
ARMC10SNVMissense_Mutationc.864N>Tp.Lys288Asnp.K288NQ8N2F6protein_codingtolerated(1)benign(0.003)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARMC10SNVMissense_Mutationc.468G>Tp.Glu156Aspp.E156DQ8N2F6protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARMC10SNVMissense_Mutationnovelc.821N>Gp.Lys274Argp.K274RQ8N2F6protein_codingtolerated(0.25)benign(0.017)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARMC10SNVMissense_Mutationnovelc.464N>Gp.Lys155Argp.K155RQ8N2F6protein_codingtolerated(0.36)probably_damaging(0.984)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
Page: 1 2 3 4 

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