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: ZADH2

Gene summary for ZADH2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZADH2

Gene ID

284273

Gene namezinc binding alcohol dehydrogenase domain containing 2
Gene AliasPRG-3
Cytomap18q22.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q8N4Q0


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
284273ZADH2HTA11_347_2000001011HumanColorectumAD7.44e-093.88e-01-0.1954
284273ZADH2A015-C-106HumanColorectumFAP9.97e-03-7.39e-02-0.0511
284273ZADH2A015-C-104HumanColorectumFAP1.20e-03-1.02e-01-0.1899
284273ZADH2A002-C-016HumanColorectumFAP7.35e-03-6.08e-020.0521
284273ZADH2A002-C-116HumanColorectumFAP1.37e-03-8.13e-02-0.0452
284273ZADH2CRC-3-11773HumanColorectumCRC1.70e-03-1.01e-010.2564
284273ZADH2C21HumanOral cavityOSCC4.05e-062.90e-010.2678
284273ZADH2C30HumanOral cavityOSCC1.73e-085.13e-010.3055
284273ZADH2C38HumanOral cavityOSCC3.31e-055.43e-010.172
284273ZADH2C43HumanOral cavityOSCC7.00e-112.31e-010.1704
284273ZADH2C46HumanOral cavityOSCC1.61e-062.37e-010.1673
284273ZADH2LN46HumanOral cavityOSCC5.10e-042.92e-010.1666
284273ZADH2SYSMH2HumanOral cavityOSCC6.71e-031.01e-010.2326
284273ZADH2SYSMH3HumanOral cavityOSCC2.52e-071.53e-010.2442
284273ZADH2SYSMH6HumanOral cavityOSCC3.01e-031.03e-010.1275
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:00066313ColorectumFAPfatty acid metabolic process81/2622390/187231.43e-042.24e-0381
GO:00066314ColorectumCRCfatty acid metabolic process65/2078390/187235.30e-047.42e-0365
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:00455983Oral cavityOSCCregulation of fat cell differentiation77/7305139/187236.36e-055.18e-0477
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:00066928Oral cavityOSCCprostanoid metabolic process29/730549/187233.33e-031.42e-0229
GO:00066938Oral cavityOSCCprostaglandin metabolic process29/730549/187233.33e-031.42e-0229
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
ZADH2SNVMissense_Mutationc.847N>Tp.Pro283Serp.P283SQ8N4Q0protein_codingtolerated(0.09)benign(0.035)TCGA-GM-A2DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
ZADH2insertionFrame_Shift_Insnovelc.430_431insTTp.Pro144LeufsTer4p.P144Lfs*4Q8N4Q0protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZADH2insertionFrame_Shift_Insnovelc.429_430insTTAATGAATAGGTCTCTCCTTCTCCTCCTCCTCCTCCTCTTCCp.Pro144LeufsTer78p.P144Lfs*78Q8N4Q0protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZADH2insertionFrame_Shift_Insnovelc.308_309insTTCATTCCTGATGCCAGATCTGATCGAGTCAGTATGTCTTCAGCTTp.Glu103AspfsTer25p.E103Dfs*25Q8N4Q0protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZADH2SNVMissense_Mutationnovelc.1018G>Cp.Glu340Glnp.E340QQ8N4Q0protein_codingtolerated(0.3)benign(0.005)TCGA-MY-A5BF-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
ZADH2SNVMissense_Mutationrs534224169c.845N>Tp.Ser282Leup.S282LQ8N4Q0protein_codingtolerated(0.22)benign(0.02)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ZADH2SNVMissense_Mutationrs757530499c.793N>Tp.Arg265Cysp.R265CQ8N4Q0protein_codingdeleterious(0.03)possibly_damaging(0.728)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ZADH2SNVMissense_Mutationc.1009N>Ap.Leu337Metp.L337MQ8N4Q0protein_codingtolerated(0.27)benign(0.001)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZADH2SNVMissense_Mutationrs779172968c.478N>Ap.Ala160Thrp.A160TQ8N4Q0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZADH2SNVMissense_Mutationc.1000N>Ap.Leu334Ilep.L334IQ8N4Q0protein_codingtolerated(0.4)benign(0.076)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
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