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: SLC29A4

Gene summary for SLC29A4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC29A4

Gene ID

222962

Gene namesolute carrier family 29 member 4
Gene AliasENT4
Cytomap7p22.1
Gene Typeprotein-coding
GO ID

GO:0001504

UniProtAcc

Q7RTT9


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
222962SLC29A4HCC1_MengHumanLiverHCC6.67e-431.58e-010.0246
222962SLC29A4HCC1HumanLiverHCC1.33e-052.75e+000.5336
222962SLC29A4HCC2HumanLiverHCC3.00e-282.73e+000.5341
222962SLC29A4S014HumanLiverHCC1.63e-421.26e+000.2254
222962SLC29A4S015HumanLiverHCC4.15e-381.44e+000.2375
222962SLC29A4S016HumanLiverHCC3.13e-361.07e+000.2243
222962SLC29A4HTA12-15-2HumanPancreasPDAC4.47e-052.80e-010.2315
222962SLC29A4HTA12-25-1HumanPancreasPDAC3.68e-043.60e-010.313
222962SLC29A4HTA12-26-1HumanPancreasPDAC9.79e-176.13e-010.3728
222962SLC29A4HTA12-29-1HumanPancreasPDAC4.14e-357.00e-010.3722
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:001593111LiverHCCnucleobase-containing compound transport150/7958222/187233.17e-142.03e-12150
GO:1901264LiverHCCcarbohydrate derivative transport48/795880/187231.19e-036.62e-0348
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
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
SLC29A4SNVMissense_Mutationrs760181725c.40N>Ap.Val14Metp.V14MQ7RTT9protein_codingtolerated_low_confidence(0.11)benign(0.003)TCGA-A2-A0EN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLC29A4SNVMissense_Mutationc.1162N>Tp.Pro388Serp.P388SQ7RTT9protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0SW-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
SLC29A4SNVMissense_Mutationrs544632146c.1001N>Ap.Arg334Hisp.R334HQ7RTT9protein_codingtolerated(0.09)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SLC29A4SNVMissense_Mutationrs757442875c.347C>Tp.Ala116Valp.A116VQ7RTT9protein_codingdeleterious(0)possibly_damaging(0.871)TCGA-AR-A2LR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC29A4SNVMissense_Mutationc.1162N>Gp.Pro388Alap.P388AQ7RTT9protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
SLC29A4SNVMissense_Mutationrs202005474c.463N>Ap.Val155Metp.V155MQ7RTT9protein_codingdeleterious(0)possibly_damaging(0.487)TCGA-EA-A1QS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC29A4SNVMissense_Mutationc.1293N>Gp.Phe431Leup.F431LQ7RTT9protein_codingtolerated(0.25)benign(0.216)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC29A4SNVMissense_Mutationc.1335N>Ap.His445Glnp.H445QQ7RTT9protein_codingtolerated(0.09)probably_damaging(0.982)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SLC29A4SNVMissense_Mutationrs774254094c.499G>Ap.Ala167Thrp.A167TQ7RTT9protein_codingtolerated(0.36)benign(0.013)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC29A4SNVMissense_Mutationnovelc.1421A>Gp.Lys474Argp.K474RQ7RTT9protein_codingtolerated(0.07)probably_damaging(0.914)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor135652709QUININE
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor252166690
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor135650270FLUOXETINE
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERmetforminMETFORMIN22722338
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor178101327RHODAMINE123
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERHISTAMINEHISTAMINE22396231
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor135651305VERAPAMIL
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor178101509DIPYRIDAMOLE
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor135650872QUINIDINE
222962SLC29A4EXTERNAL SIDE OF PLASMA MEMBRANE, TRANSPORTERinhibitor135650171DESIPRAMINE
Page: 1 2