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: OXNAD1

Gene summary for OXNAD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OXNAD1

Gene ID

92106

Gene nameoxidoreductase NAD binding domain containing 1
Gene AliasOXNAD1
Cytomap3p25.1-p24.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

C9JLB7


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
92106OXNAD1HTA11_3410_2000001011HumanColorectumAD9.56e-09-4.01e-010.0155
92106OXNAD1HTA11_2112_2000001011HumanColorectumSER3.38e-02-5.39e-01-0.2196
92106OXNAD1HTA11_696_2000001011HumanColorectumAD1.14e-04-3.04e-01-0.1464
92106OXNAD1HTA11_866_2000001011HumanColorectumAD3.91e-05-3.35e-01-0.1001
92106OXNAD1HTA11_546_2000001011HumanColorectumAD1.92e-04-5.04e-01-0.0842
92106OXNAD1HTA11_866_3004761011HumanColorectumAD9.36e-08-4.21e-010.096
92106OXNAD1HTA11_10711_2000001011HumanColorectumAD4.56e-03-3.95e-010.0338
92106OXNAD1HTA11_7696_3000711011HumanColorectumAD3.08e-10-4.14e-010.0674
92106OXNAD1HTA11_99999970781_79442HumanColorectumMSS2.13e-02-2.80e-010.294
92106OXNAD1HTA11_99999971662_82457HumanColorectumMSS2.43e-02-2.71e-010.3859
92106OXNAD1HTA11_99999973899_84307HumanColorectumMSS1.08e-02-4.44e-010.2585
92106OXNAD1HTA11_99999974143_84620HumanColorectumMSS3.73e-18-4.90e-010.3005
92106OXNAD1A001-C-207HumanColorectumFAP8.55e-04-2.43e-010.1278
92106OXNAD1A015-C-203HumanColorectumFAP7.78e-19-3.20e-01-0.1294
92106OXNAD1A015-C-204HumanColorectumFAP4.45e-08-3.44e-01-0.0228
92106OXNAD1A014-C-040HumanColorectumFAP3.60e-02-2.09e-01-0.1184
92106OXNAD1A002-C-201HumanColorectumFAP1.29e-13-3.17e-010.0324
92106OXNAD1A002-C-203HumanColorectumFAP1.85e-04-1.20e-010.2786
92106OXNAD1A001-C-119HumanColorectumFAP3.19e-08-4.14e-01-0.1557
92106OXNAD1A001-C-108HumanColorectumFAP7.08e-12-2.78e-01-0.0272
Page: 1 2 

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
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
∗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
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
OXNAD1SNVMissense_Mutationc.616N>Ap.Glu206Lysp.E206KQ96HP4protein_codingtolerated(0.88)benign(0.003)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
OXNAD1SNVMissense_Mutationrs539458658c.566G>Ap.Arg189Glnp.R189QQ96HP4protein_codingtolerated(0.18)benign(0.013)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OXNAD1SNVMissense_Mutationc.927N>Tp.Glu309Aspp.E309DQ96HP4protein_codingdeleterious(0)probably_damaging(0.991)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
OXNAD1SNVMissense_Mutationnovelc.131N>Tp.Ser44Phep.S44FQ96HP4protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
OXNAD1SNVMissense_Mutationrs369133759c.178C>Tp.Arg60Trpp.R60WQ96HP4protein_codingdeleterious(0.03)benign(0.425)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OXNAD1SNVMissense_Mutationnovelc.605N>Tp.Arg202Ilep.R202IQ96HP4protein_codingdeleterious(0.01)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OXNAD1SNVMissense_Mutationc.661N>Ap.Glu221Lysp.E221KQ96HP4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
OXNAD1SNVMissense_Mutationc.334N>Cp.Ser112Prop.S112PQ96HP4protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
OXNAD1SNVMissense_Mutationc.193N>Ap.Ala65Thrp.A65TQ96HP4protein_codingtolerated(0.34)benign(0)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
OXNAD1SNVMissense_Mutationc.661N>Ap.Glu221Lysp.E221KQ96HP4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
Page: 1 2 3 4 5 

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