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: SLC25A20

Gene summary for SLC25A20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A20

Gene ID

788

Gene namesolute carrier family 25 member 20
Gene AliasCAC
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

O43772


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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
788SLC25A20NAFLD1HumanLiverNAFLD8.28e-043.60e-01-0.04
788SLC25A20HCC1_MengHumanLiverHCC3.59e-321.69e-020.0246
788SLC25A20HCC2HumanLiverHCC1.63e-072.60e+000.5341
788SLC25A20S014HumanLiverHCC5.50e-042.31e-010.2254
788SLC25A20S015HumanLiverHCC6.80e-053.24e-010.2375
788SLC25A20S016HumanLiverHCC4.41e-104.03e-010.2243
788SLC25A20S027HumanLiverHCC5.92e-066.57e-010.2446
788SLC25A20S028HumanLiverHCC1.95e-167.47e-010.2503
788SLC25A20S029HumanLiverHCC1.71e-221.08e+000.2581
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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:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:1902001LiverNAFLDfatty acid transmembrane transport6/188218/187236.55e-034.69e-026
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:199054212LiverHCCmitochondrial transmembrane transport78/7958102/187232.73e-121.26e-1078
GO:000170111LiverHCCin utero embryonic development204/7958367/187232.44e-074.30e-06204
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:19020011LiverHCCfatty acid transmembrane transport14/795818/187232.57e-031.23e-0214
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471422LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa0471432LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
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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
SLC25A20SNVMissense_Mutationc.781G>Ap.Gly261Argp.G261RO43772protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC25A20SNVMissense_Mutationc.157N>Cp.Ser53Prop.S53PO43772protein_codingtolerated(0.07)possibly_damaging(0.555)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SLC25A20insertionNonsense_Mutationnovelc.108_109insATCCTGGCTAACACGGTGAAACCCCATCTCTACTAAAAATACAAAp.Val36_Arg37insIleLeuAlaAsnThrValLysProHisLeuTyrTerLysTyrLysp.V36_R37insILANTVKPHLY*KYKO43772protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLC25A20SNVMissense_Mutationc.421C>Gp.Gln141Glup.Q141EO43772protein_codingdeleterious(0)possibly_damaging(0.718)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SLC25A20SNVMissense_Mutationnovelc.359N>Gp.Ser120Cysp.S120CO43772protein_codingdeleterious(0)probably_damaging(0.987)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SLC25A20SNVMissense_Mutationnovelc.91N>Gp.Leu31Valp.L31VO43772protein_codingdeleterious(0.01)possibly_damaging(0.861)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A20SNVMissense_Mutationnovelc.170N>Gp.Asp57Glyp.D57GO43772protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AA-3494-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPR
SLC25A20SNVMissense_Mutationnovelc.707N>Ap.Arg236Glnp.R236QO43772protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SLC25A20SNVMissense_Mutationnovelc.183N>Tp.Lys61Asnp.K61NO43772protein_codingdeleterious(0.01)probably_damaging(0.931)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC25A20SNVMissense_Mutationnovelc.236N>Cp.Ile79Thrp.I79TO43772protein_codingdeleterious(0)possibly_damaging(0.742)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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
788SLC25A20DRUGGABLE GENOME, TRANSPORTERPROPIONYL-L-CARNITINE
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