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: VPS45

Gene summary for VPS45

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VPS45

Gene ID

11311

Gene namevacuolar protein sorting 45 homolog
Gene AliasH1
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

B7Z5D4


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
11311VPS45CCI_1HumanCervixCC2.09e-088.19e-010.528
11311VPS45CCI_2HumanCervixCC1.52e-098.12e-010.5249
11311VPS45CCI_3HumanCervixCC2.30e-128.13e-010.516
11311VPS45LZE4THumanEsophagusESCC1.38e-061.25e-010.0811
11311VPS45LZE5THumanEsophagusESCC1.17e-032.61e-010.0514
11311VPS45LZE20THumanEsophagusESCC2.79e-041.50e-010.0662
11311VPS45LZE24THumanEsophagusESCC5.96e-071.72e-010.0596
11311VPS45P1T-EHumanEsophagusESCC4.98e-042.84e-010.0875
11311VPS45P2T-EHumanEsophagusESCC1.01e-152.68e-010.1177
11311VPS45P4T-EHumanEsophagusESCC1.80e-071.95e-010.1323
11311VPS45P5T-EHumanEsophagusESCC4.54e-142.26e-010.1327
11311VPS45P8T-EHumanEsophagusESCC9.68e-152.24e-010.0889
11311VPS45P9T-EHumanEsophagusESCC2.59e-111.22e-010.1131
11311VPS45P10T-EHumanEsophagusESCC1.40e-132.48e-010.116
11311VPS45P11T-EHumanEsophagusESCC1.77e-113.29e-010.1426
11311VPS45P12T-EHumanEsophagusESCC6.85e-131.58e-010.1122
11311VPS45P15T-EHumanEsophagusESCC1.36e-193.44e-010.1149
11311VPS45P16T-EHumanEsophagusESCC4.96e-242.98e-010.1153
11311VPS45P17T-EHumanEsophagusESCC8.71e-072.82e-010.1278
11311VPS45P19T-EHumanEsophagusESCC2.99e-032.67e-010.1662
Page: 1 2 3 4 

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
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
∗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
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414418CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa0414419CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
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
VPS45SNVMissense_Mutationnovelc.362A>Gp.Glu121Glyp.E121GQ9NRW7protein_codingdeleterious(0.02)benign(0.345)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
VPS45SNVMissense_Mutationc.82G>Ap.Asp28Asnp.D28NQ9NRW7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
VPS45SNVMissense_Mutationc.1282G>Cp.Glu428Glnp.E428QQ9NRW7protein_codingtolerated(0.26)benign(0.038)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
VPS45SNVMissense_Mutationnovelc.781N>Ap.Glu261Lysp.E261KQ9NRW7protein_codingdeleterious(0.02)benign(0.223)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
VPS45insertionIn_Frame_Insnovelc.1241_1242insGTTCTGCTGCATAATAAATATAAATCTATACTAp.Gly414_Val415insPheCysCysIleIleAsnIleAsnLeuTyrTyrp.G414_V415insFCCIININLYYQ9NRW7protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
VPS45insertionIn_Frame_Insnovelc.142_143insTGGGCTTCAGGCTGCCGCTGGGCCTCCAGCACCp.Glu48delinsValGlyPheArgLeuProLeuGlyLeuGlnHisGlnp.E48delinsVGFRLPLGLQHQQ9NRW7protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
VPS45SNVMissense_Mutationnovelc.673C>Tp.Pro225Serp.P225SQ9NRW7protein_codingdeleterious(0)probably_damaging(0.986)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS45SNVMissense_Mutationnovelc.1043T>Gp.Leu348Argp.L348RQ9NRW7protein_codingdeleterious(0)possibly_damaging(0.739)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS45SNVMissense_Mutationnovelc.1454A>Gp.Asn485Serp.N485SQ9NRW7protein_codingtolerated(1)benign(0.006)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS45SNVMissense_Mutationc.361N>Cp.Glu121Glnp.E121QQ9NRW7protein_codingdeleterious(0.04)benign(0.173)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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