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: ATP6AP2

Gene summary for ATP6AP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP6AP2

Gene ID

10159

Gene nameATPase H+ transporting accessory protein 2
Gene AliasAPT6M8-9
CytomapXp11.4
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

O75787


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
10159ATP6AP2P127T-EHumanEsophagusESCC5.89e-245.04e-010.0826
10159ATP6AP2P128T-EHumanEsophagusESCC2.32e-451.83e+000.1241
10159ATP6AP2P130T-EHumanEsophagusESCC8.20e-731.91e+000.1676
10159ATP6AP2S43HumanLiverCirrhotic1.82e-05-2.12e-01-0.0187
10159ATP6AP2HCC1_MengHumanLiverHCC3.07e-901.31e-010.0246
10159ATP6AP2HCC2_MengHumanLiverHCC4.32e-461.80e-010.0107
10159ATP6AP2cirrhotic1HumanLiverCirrhotic5.32e-11-1.28e-020.0202
10159ATP6AP2cirrhotic2HumanLiverCirrhotic8.78e-293.86e-010.0201
10159ATP6AP2cirrhotic3HumanLiverCirrhotic2.54e-13-4.26e-030.0215
10159ATP6AP2HCC1HumanLiverHCC3.13e-054.31e+000.5336
10159ATP6AP2HCC2HumanLiverHCC1.17e-113.35e+000.5341
10159ATP6AP2HCC5HumanLiverHCC6.22e-061.03e+000.4932
10159ATP6AP2Pt13.aHumanLiverHCC9.96e-037.55e-020.021
10159ATP6AP2Pt13.bHumanLiverHCC3.25e-302.06e-010.0251
10159ATP6AP2Pt14.aHumanLiverHCC9.34e-03-5.08e-020.0169
10159ATP6AP2Pt14.bHumanLiverHCC4.09e-056.44e-020.018
10159ATP6AP2S014HumanLiverHCC2.78e-077.00e-010.2254
10159ATP6AP2S015HumanLiverHCC1.64e-109.71e-010.2375
10159ATP6AP2S016HumanLiverHCC2.17e-127.42e-010.2243
10159ATP6AP2S027HumanLiverHCC4.89e-131.38e+000.2446
Page: 1 2 3 4 5 6 7 8 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00301118EndometriumAEHregulation of Wnt signaling pathway71/2100328/187233.31e-081.87e-0671
GO:00160558EndometriumAEHWnt signaling pathway85/2100444/187234.99e-071.97e-0585
GO:01987388EndometriumAEHcell-cell signaling by wnt85/2100446/187236.07e-072.29e-0585
GO:00608288EndometriumAEHregulation of canonical Wnt signaling pathway54/2100253/187232.22e-066.56e-0554
GO:00301777EndometriumAEHpositive regulation of Wnt signaling pathway34/2100140/187239.62e-062.23e-0434
GO:00600708EndometriumAEHcanonical Wnt signaling pathway58/2100303/187233.12e-055.66e-0458
GO:00902637EndometriumAEHpositive regulation of canonical Wnt signaling pathway26/2100106/187238.63e-051.27e-0326
GO:00018198EndometriumAEHpositive regulation of cytokine production71/2100467/187234.76e-033.02e-0271
GO:003011113EndometriumEECregulation of Wnt signaling pathway74/2168328/187231.03e-086.47e-0774
GO:001605513EndometriumEECWnt signaling pathway90/2168444/187236.65e-083.50e-0690
GO:019873813EndometriumEECcell-cell signaling by wnt90/2168446/187238.25e-084.23e-0690
GO:006082813EndometriumEECregulation of canonical Wnt signaling pathway56/2168253/187231.18e-063.90e-0556
GO:006007013EndometriumEECcanonical Wnt signaling pathway61/2168303/187231.05e-052.25e-0461
GO:003017713EndometriumEECpositive regulation of Wnt signaling pathway34/2168140/187231.89e-053.50e-0434
GO:009026313EndometriumEECpositive regulation of canonical Wnt signaling pathway26/2168106/187231.46e-041.87e-0326
GO:000181913EndometriumEECpositive regulation of cytokine production73/2168467/187234.64e-032.97e-0273
GO:000703314EsophagusESCCvacuole organization127/8552180/187231.04e-113.85e-10127
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
Page: 1 2 3 4 5 6 7 8 9 10 11 

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
ATP6AP2SNVMissense_Mutationrs745734335c.454N>Tp.Arg152Cysp.R152CO75787protein_codingdeleterious(0)possibly_damaging(0.644)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP6AP2SNVMissense_Mutationc.515C>Ap.Ser172Tyrp.S172YO75787protein_codingdeleterious(0)probably_damaging(0.965)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP6AP2SNVMissense_Mutationc.1017T>Gp.Ile339Metp.I339MO75787protein_codingdeleterious(0)probably_damaging(0.991)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATP6AP2SNVMissense_Mutationrs375148460c.262N>Gp.Leu88Valp.L88VO75787protein_codingdeleterious(0.01)benign(0.05)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATP6AP2SNVMissense_Mutationc.133N>Ap.Val45Metp.V45MO75787protein_codingdeleterious(0.02)benign(0.054)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATP6AP2SNVMissense_Mutationc.152G>Cp.Gly51Alap.G51AO75787protein_codingdeleterious(0.02)probably_damaging(0.966)TCGA-AA-3856-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ATP6AP2SNVMissense_Mutationnovelc.406A>Gp.Met136Valp.M136VO75787protein_codingtolerated(0.36)benign(0.046)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ATP6AP2SNVMissense_Mutationc.739N>Cp.Phe247Leup.F247LO75787protein_codingdeleterious(0.03)benign(0.028)TCGA-NH-A50T-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ATP6AP2SNVMissense_Mutationc.1043N>Ap.Arg348Glnp.R348QO75787protein_codingtolerated(0.05)possibly_damaging(0.756)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ATP6AP2SNVMissense_Mutationnovelc.662N>Tp.Glu221Valp.E221VO75787protein_codingtolerated(0.05)benign(0.034)TCGA-A5-A0G2-01Endometriumuterine 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