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: ARL6IP5

Gene summary for ARL6IP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARL6IP5

Gene ID

10550

Gene nameADP ribosylation factor like GTPase 6 interacting protein 5
Gene AliasDERP11
Cytomap3p14.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024R371


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
10550ARL6IP5GSM4909285HumanBreastIDC8.05e-053.47e-010.21
10550ARL6IP5GSM4909286HumanBreastIDC8.27e-14-3.38e-010.1081
10550ARL6IP5GSM4909291HumanBreastIDC1.36e-05-4.21e-010.1753
10550ARL6IP5GSM4909294HumanBreastIDC7.19e-05-2.15e-010.2022
10550ARL6IP5GSM4909296HumanBreastIDC7.35e-21-4.30e-010.1524
10550ARL6IP5GSM4909297HumanBreastIDC1.84e-23-3.04e-010.1517
10550ARL6IP5GSM4909301HumanBreastIDC4.28e-07-3.57e-010.1577
10550ARL6IP5GSM4909309HumanBreastIDC3.05e-03-2.72e-010.0483
10550ARL6IP5GSM4909311HumanBreastIDC3.91e-46-4.77e-010.1534
10550ARL6IP5GSM4909312HumanBreastIDC3.05e-15-2.26e-010.1552
10550ARL6IP5GSM4909313HumanBreastIDC6.07e-04-9.69e-020.0391
10550ARL6IP5GSM4909316HumanBreastIDC1.50e-02-3.89e-010.21
10550ARL6IP5GSM4909318HumanBreastIDC2.87e-07-6.06e-010.2031
10550ARL6IP5GSM4909319HumanBreastIDC3.42e-46-5.26e-010.1563
10550ARL6IP5GSM4909320HumanBreastIDC2.28e-12-4.88e-010.1575
10550ARL6IP5GSM4909321HumanBreastIDC1.27e-27-5.22e-010.1559
10550ARL6IP5brca10HumanBreastPrecancer1.43e-02-3.06e-01-0.0029
10550ARL6IP5M2HumanBreastIDC1.03e-02-4.58e-010.21
10550ARL6IP5NCCBC11HumanBreastDCIS1.87e-04-1.11e-010.1232
10550ARL6IP5NCCBC14HumanBreastDCIS1.86e-18-5.66e-020.2021
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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:005254714BreastIDCregulation of peptidase activity96/1434461/187237.58e-206.15e-1796
GO:009719314BreastIDCintrinsic apoptotic signaling pathway69/1434288/187236.32e-182.99e-1569
GO:005254814BreastIDCregulation of endopeptidase activity88/1434432/187231.20e-174.85e-1588
GO:000697914BreastIDCresponse to oxidative stress83/1434446/187232.36e-147.06e-1283
GO:200011614BreastIDCregulation of cysteine-type endopeptidase activity55/1434235/187234.25e-141.21e-1155
GO:004328114BreastIDCregulation of cysteine-type endopeptidase activity involved in apoptotic process50/1434209/187232.49e-136.14e-1150
GO:004586214BreastIDCpositive regulation of proteolysis66/1434372/187239.76e-111.29e-0866
GO:001095214BreastIDCpositive regulation of peptidase activity40/1434197/187231.04e-087.67e-0740
GO:006219714BreastIDCcellular response to chemical stress55/1434337/187237.07e-084.36e-0655
GO:004328013BreastIDCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process29/1434129/187231.10e-076.35e-0629
GO:007099714BreastIDCneuron death57/1434361/187231.31e-077.38e-0657
GO:200105613BreastIDCpositive regulation of cysteine-type endopeptidase activity31/1434148/187232.22e-071.17e-0531
GO:001095013BreastIDCpositive regulation of endopeptidase activity35/1434179/187232.24e-071.17e-0535
GO:005188113BreastIDCregulation of mitochondrial membrane potential19/143474/187232.04e-068.27e-0519
GO:003459914BreastIDCcellular response to oxidative stress44/1434288/187238.26e-062.43e-0444
GO:00458371BreastIDCnegative regulation of membrane potential7/143414/187233.23e-057.50e-047
GO:000863113BreastIDCintrinsic apoptotic signaling pathway in response to oxidative stress12/143445/187231.04e-041.97e-0312
GO:00109171BreastIDCnegative regulation of mitochondrial membrane potential6/143413/187232.14e-043.45e-036
GO:003647314BreastIDCcell death in response to oxidative stress16/143495/187232.21e-032.06e-0216
GO:00423912BreastIDCregulation of membrane potential49/1434434/187234.04e-033.25e-0249
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 

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
ARL6IP5SNVMissense_Mutationc.15C>Gp.Ile5Metp.I5MO75915protein_codingdeleterious(0.05)benign(0.275)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARL6IP5SNVMissense_Mutationnovelc.524G>Ap.Gly175Aspp.G175DO75915protein_codingtolerated(0.45)benign(0.007)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ARL6IP5SNVMissense_Mutationc.162N>Ap.Met54Ilep.M54IO75915protein_codingtolerated(0.67)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARL6IP5SNVMissense_Mutationrs757868106c.551N>Ap.Ser184Asnp.S184NO75915protein_codingtolerated_low_confidence(0.06)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARL6IP5SNVMissense_Mutationrs367744231c.286N>Tp.Arg96Cysp.R96CO75915protein_codingdeleterious(0.02)benign(0.276)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ARL6IP5SNVMissense_Mutationnovelc.155N>Tp.Ala52Valp.A52VO75915protein_codingtolerated(1)benign(0.014)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL6IP5SNVMissense_Mutationrs774792987c.287G>Ap.Arg96Hisp.R96HO75915protein_codingtolerated(0.18)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ARL6IP5SNVMissense_Mutationc.202N>Ap.Leu68Metp.L68MO75915protein_codingtolerated(0.06)benign(0.037)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
ARL6IP5SNVMissense_Mutationc.447N>Tp.Glu149Aspp.E149DO75915protein_codingdeleterious(0.03)possibly_damaging(0.748)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
ARL6IP5SNVMissense_Mutationrs11542221c.413C>Tp.Ser138Leup.S138LO75915protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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