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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: SLC13A5

Gene summary for SLC13A5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC13A5

Gene ID

284111

Gene namesolute carrier family 13 member 5
Gene AliasDEE25
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q68D44


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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
284111SLC13A5NAFLD1HumanLiverNAFLD4.19e-119.97e-01-0.04
284111SLC13A5S41HumanLiverCirrhotic1.74e-057.18e-01-0.0343
284111SLC13A5S43HumanLiverCirrhotic2.40e-04-1.60e-01-0.0187
284111SLC13A5HCC1_MengHumanLiverHCC2.22e-07-2.47e-010.0246
284111SLC13A5HCC2_MengHumanLiverHCC2.81e-275.54e-020.0107
284111SLC13A5cirrhotic1HumanLiverCirrhotic9.56e-07-2.36e-010.0202
284111SLC13A5cirrhotic2HumanLiverCirrhotic3.40e-05-2.35e-010.0201
284111SLC13A5HCC1HumanLiverHCC2.46e-214.84e+000.5336
284111SLC13A5Pt13.aHumanLiverHCC3.92e-02-2.12e-010.021
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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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00100387LiverNAFLDresponse to metal ion62/1882373/187235.05e-051.19e-0362
GO:001003812LiverCirrhoticresponse to metal ion150/4634373/187232.27e-111.37e-09150
GO:00712487LiverCirrhoticcellular response to metal ion73/4634197/187237.73e-058.54e-0473
GO:00712417LiverCirrhoticcellular response to inorganic substance81/4634226/187231.21e-041.20e-0381
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:007124112LiverHCCcellular response to inorganic substance119/7958226/187231.26e-036.92e-03119
GO:007124812LiverHCCcellular response to metal ion101/7958197/187237.82e-033.10e-02101
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
SLC13A5SNVMissense_Mutationrs201674669c.664N>Ap.Ala222Thrp.A222TQ86YT5protein_codingdeleterious(0.04)probably_damaging(0.995)TCGA-AR-A250-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC13A5SNVMissense_Mutationrs764711084c.441N>Ap.Met147Ilep.M147IQ86YT5protein_codingdeleterious(0)probably_damaging(0.976)TCGA-BH-A28O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
SLC13A5SNVMissense_Mutationnovelc.58A>Cp.Thr20Prop.T20PQ86YT5protein_codingdeleterious(0.01)possibly_damaging(0.743)TCGA-E9-A22A-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLC13A5SNVMissense_Mutationnovelc.1367N>Cp.Val456Alap.V456AQ86YT5protein_codingdeleterious(0)possibly_damaging(0.472)TCGA-E9-A5FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC13A5insertionFrame_Shift_Insnovelc.1505_1506insTp.Met503HisfsTer22p.M503Hfs*22Q86YT5protein_codingTCGA-B6-A0X5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SLC13A5SNVMissense_Mutationc.796N>Ap.Leu266Metp.L266MQ86YT5protein_codingdeleterious(0.03)benign(0.089)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC13A5SNVMissense_Mutationrs587777577c.680N>Tp.Thr227Metp.T227MQ86YT5protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC13A5SNVMissense_Mutationc.1381N>Cp.Glu461Glnp.E461QQ86YT5protein_codingdeleterious(0.02)probably_damaging(0.98)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SLC13A5SNVMissense_Mutationc.1699G>Cp.Glu567Glnp.E567QQ86YT5protein_codingtolerated(0.32)benign(0.054)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC13A5SNVMissense_Mutationnovelc.1598A>Gp.Asn533Serp.N533SQ86YT5protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AA-3712-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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
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