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: SLC22A25

Gene summary for SLC22A25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC22A25

Gene ID

387601

Gene namesolute carrier family 22 member 25
Gene AliasHIMTP
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6T423


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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
387601SLC22A25NAFLD1HumanLiverNAFLD1.77e-099.53e-01-0.04
387601SLC22A25S41HumanLiverCirrhotic1.49e-036.35e-01-0.0343
387601SLC22A25S43HumanLiverCirrhotic2.37e-07-2.53e-01-0.0187
387601SLC22A25HCC1_MengHumanLiverHCC4.21e-08-2.43e-010.0246
387601SLC22A25HCC2_MengHumanLiverHCC2.32e-08-2.68e-010.0107
387601SLC22A25cirrhotic1HumanLiverCirrhotic1.07e-08-2.67e-010.0202
387601SLC22A25cirrhotic2HumanLiverCirrhotic1.92e-06-2.66e-010.0201
387601SLC22A25cirrhotic3HumanLiverCirrhotic3.06e-04-2.68e-010.0215
387601SLC22A25HCC1HumanLiverHCC1.06e-316.59e-010.5336
387601SLC22A25HCC5HumanLiverHCC4.82e-035.79e-010.4932
387601SLC22A25Pt13.aHumanLiverHCC3.25e-06-2.63e-010.021
387601SLC22A25Pt13.bHumanLiverHCC2.63e-03-2.68e-010.0251
387601SLC22A25Pt14.dHumanLiverHCC2.96e-06-2.63e-010.0143
387601SLC22A25S014HumanLiverHCC3.63e-02-2.68e-010.2254
387601SLC22A25S016HumanLiverHCC2.17e-03-2.68e-010.2243
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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
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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
SLC22A25SNVMissense_Mutationrs751974630c.1265N>Tp.Ala422Valp.A422VQ6T423protein_codingtolerated(0.42)benign(0.074)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC22A25SNVMissense_Mutationc.914N>Ap.Arg305Lysp.R305KQ6T423protein_codingtolerated(0.3)benign(0.058)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC22A25SNVMissense_Mutationc.1439G>Ap.Gly480Glup.G480EQ6T423protein_codingdeleterious(0)possibly_damaging(0.491)TCGA-B6-A0X4-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SLC22A25SNVMissense_Mutationc.1150N>Tp.Leu384Phep.L384FQ6T423protein_codingdeleterious(0.03)benign(0.33)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLC22A25SNVMissense_Mutationc.169G>Tp.Asp57Tyrp.D57YQ6T423protein_codingdeleterious(0)possibly_damaging(0.888)TCGA-D8-A140-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicin+cyclophosphamidSD
SLC22A25insertionFrame_Shift_Insnovelc.230_231insAGGTGGTAACAAGp.Pro78GlyfsTer37p.P78Gfs*37Q6T423protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SLC22A25insertionIn_Frame_Insnovelc.64_65insATACCAGCTCAGCCACAGTAGGAGAGGGCACTGGGCp.Val22delinsAspThrSerSerAlaThrValGlyGluGlyThrGlyLeup.V22delinsDTSSATVGEGTGLQ6T423protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SLC22A25insertionFrame_Shift_Insnovelc.1407_1408insACATGp.Gly470ThrfsTer19p.G470Tfs*19Q6T423protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC22A25SNVMissense_Mutationc.476N>Tp.Gly159Valp.G159VQ6T423protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC22A25SNVMissense_Mutationc.1190N>Tp.Pro397Leup.P397LQ6T423protein_codingtolerated(1)benign(0.001)TCGA-LP-A7HU-01Cervixcervical & endocervical cancerFemale<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
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