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: GAPVD1

Gene summary for GAPVD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GAPVD1

Gene ID

26130

Gene nameGTPase activating protein and VPS9 domains 1
Gene AliasGAPEX5
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q14C86


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
26130GAPVD1CCI_1HumanCervixCC1.82e-025.01e-010.528
26130GAPVD1CCI_2HumanCervixCC2.38e-141.28e+000.5249
26130GAPVD1CCI_3HumanCervixCC1.13e-078.05e-010.516
26130GAPVD1AEH-subject4HumanEndometriumAEH1.11e-022.68e-01-0.2657
26130GAPVD1EEC-subject3HumanEndometriumEEC4.46e-035.64e-02-0.2525
26130GAPVD1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.00e-04-2.23e-02-0.1869
26130GAPVD1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.14e-05-6.66e-02-0.1875
26130GAPVD1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.44e-082.61e-02-0.1883
26130GAPVD1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.61e-062.36e-02-0.1934
26130GAPVD1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.59e-166.64e-02-0.1917
26130GAPVD1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.26e-12-1.06e-02-0.1916
26130GAPVD1LZE2THumanEsophagusESCC7.11e-085.80e-010.082
26130GAPVD1LZE4THumanEsophagusESCC2.37e-124.10e-010.0811
26130GAPVD1LZE5THumanEsophagusESCC2.77e-052.63e-010.0514
26130GAPVD1LZE7THumanEsophagusESCC1.65e-084.34e-010.0667
26130GAPVD1LZE8THumanEsophagusESCC2.50e-071.61e-010.067
26130GAPVD1LZE20THumanEsophagusESCC2.11e-123.18e-010.0662
26130GAPVD1LZE22THumanEsophagusESCC4.08e-021.79e-010.068
26130GAPVD1LZE24THumanEsophagusESCC3.75e-163.49e-010.0596
26130GAPVD1LZE6THumanEsophagusESCC9.03e-072.09e-010.0845
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:00430878EndometriumAEHregulation of GTPase activity66/2100348/187231.26e-052.77e-0466
GO:004308712EndometriumEECregulation of GTPase activity67/2168348/187231.84e-053.43e-0467
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:00430875LiverNAFLDregulation of GTPase activity62/1882348/187235.65e-062.03e-0462
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:004308714Oral cavityEOLPregulation of GTPase activity66/2218348/187236.92e-058.55e-0466
GO:004308722Oral cavityNEOLPregulation of GTPase activity54/2005348/187233.36e-032.00e-0254
GO:00430879ProstateBPHregulation of GTPase activity88/3107348/187232.04e-052.49e-0488
GO:004308713ProstateTumorregulation of GTPase activity88/3246348/187231.04e-041.00e-0388
GO:004308716SkinAKregulation of GTPase activity54/1910348/187231.17e-038.98e-0354
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
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
GAPVD1SNVMissense_Mutationc.3915G>Ap.Met1305Ilep.M1305IQ14C86protein_codingtolerated(0.07)benign(0.033)TCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GAPVD1SNVMissense_Mutationnovelc.4141N>Cp.Ala1381Prop.A1381PQ14C86protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
GAPVD1SNVMissense_Mutationnovelc.297N>Ap.Phe99Leup.F99LQ14C86protein_codingtolerated(0.18)benign(0.006)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GAPVD1SNVMissense_Mutationc.2428N>Ap.Asp810Asnp.D810NQ14C86protein_codingtolerated_low_confidence(0.7)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GAPVD1SNVMissense_Mutationrs763020566c.3767N>Ap.Arg1256Glnp.R1256QQ14C86protein_codingtolerated(0.13)benign(0.116)TCGA-BH-A1EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GAPVD1SNVMissense_Mutationrs368177393c.329N>Cp.Ile110Thrp.I110TQ14C86protein_codingtolerated(0.09)benign(0.088)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GAPVD1SNVMissense_Mutationc.3791N>Cp.Arg1264Thrp.R1264TQ14C86protein_codingdeleterious(0.02)possibly_damaging(0.694)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
GAPVD1SNVMissense_Mutationc.4360N>Tp.Ile1454Phep.I1454FQ14C86protein_codingdeleterious(0)probably_damaging(0.963)TCGA-E9-A1NH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GAPVD1SNVMissense_Mutationnovelc.1600N>Ap.Glu534Lysp.E534KQ14C86protein_codingtolerated(1)probably_damaging(0.979)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
GAPVD1SNVMissense_Mutationc.3754G>Cp.Glu1252Glnp.E1252QQ14C86protein_codingtolerated(0.11)benign(0.362)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 

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
26130GAPVD1NAinterferon beta-1a27001119
26130GAPVD1NAinterferon beta-1b27001119
Page: 1