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: SLCO2A1

Gene summary for SLCO2A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLCO2A1

Gene ID

6578

Gene namesolute carrier organic anion transporter family member 2A1
Gene AliasMATR1
Cytomap3q22.1-q22.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q92959


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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
6578SLCO2A1HTA11_2487_2000001011HumanColorectumSER5.80e-042.34e-01-0.1808
6578SLCO2A1HTA11_411_2000001011HumanColorectumSER1.04e-028.46e-01-0.2602
6578SLCO2A1HTA11_696_2000001011HumanColorectumAD2.11e-032.26e-01-0.1464
6578SLCO2A1HTA11_5212_2000001011HumanColorectumAD3.06e-023.70e-01-0.2061
6578SLCO2A1HTA11_6818_2000001021HumanColorectumAD9.76e-092.78e-010.0588
6578SLCO2A1P2T-EHumanEsophagusESCC1.55e-551.33e+000.1177
6578SLCO2A1P10T-EHumanEsophagusESCC6.94e-328.81e-010.116
6578SLCO2A1P16T-EHumanEsophagusESCC4.96e-066.16e-020.1153
6578SLCO2A1P17T-EHumanEsophagusESCC2.45e-033.96e-010.1278
6578SLCO2A1P40T-EHumanEsophagusESCC5.12e-031.97e-010.109
6578SLCO2A1P48T-EHumanEsophagusESCC3.00e-029.97e-020.0959
6578SLCO2A1P61T-EHumanEsophagusESCC2.93e-032.18e-010.099
6578SLCO2A1P62T-EHumanEsophagusESCC2.98e-163.76e-010.1302
6578SLCO2A1P65T-EHumanEsophagusESCC3.37e-029.67e-020.0978
6578SLCO2A1P79T-EHumanEsophagusESCC1.12e-255.71e-010.1154
6578SLCO2A1C04HumanOral cavityOSCC2.62e-044.48e-010.2633
6578SLCO2A1C30HumanOral cavityOSCC4.22e-033.09e-010.3055
6578SLCO2A1C38HumanOral cavityOSCC2.16e-036.05e-010.172
6578SLCO2A1C46HumanOral cavityOSCC1.81e-103.37e-010.1673
6578SLCO2A1LN46HumanOral cavityOSCC3.17e-113.92e-010.1666
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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
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:0015732ColorectumADprostaglandin transport10/391818/187231.31e-031.15e-0210
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
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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
SLCO2A1SNVMissense_Mutationc.594N>Ap.Phe198Leup.F198LQ92959protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLCO2A1SNVMissense_Mutationrs369396153c.1681N>Tp.Arg561Cysp.R561CQ92959protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLCO2A1SNVMissense_Mutationnovelc.574N>Gp.Ile192Valp.I192VQ92959protein_codingdeleterious(0)probably_damaging(0.914)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLCO2A1SNVMissense_Mutationc.991N>Cp.Val331Leup.V331LQ92959protein_codingtolerated(0.48)benign(0.014)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLCO2A1SNVMissense_Mutationrs148547180c.421N>Ap.Glu141Lysp.E141KQ92959protein_codingtolerated(0.08)benign(0.011)TCGA-B6-A0X0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLCO2A1SNVMissense_Mutationc.1511N>Tp.Thr504Ilep.T504IQ92959protein_codingdeleterious(0.01)benign(0.309)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLCO2A1SNVMissense_Mutationc.1334N>Cp.Arg445Prop.R445PQ92959protein_codingtolerated(0.24)benign(0.012)TCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLCO2A1SNVMissense_Mutationnovelc.865G>Cp.Ala289Prop.A289PQ92959protein_codingtolerated(0.27)benign(0.364)TCGA-E2-A1L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLCO2A1SNVMissense_Mutationrs759989525c.1195N>Tp.Arg399Cysp.R399CQ92959protein_codingtolerated(0.08)probably_damaging(1)TCGA-E9-A228-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLCO2A1SNVMissense_Mutationrs762008407c.1798N>Ap.Asp600Asnp.D600NQ92959protein_codingtolerated(0.29)benign(0.034)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
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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
6578SLCO2A1TRANSPORTER, DRUGGABLE GENOMEThiazides, plain28783044
6578SLCO2A1TRANSPORTER, DRUGGABLE GENOMEPMID26099857-Compound-WO2011037610Formula(I)
6578SLCO2A1TRANSPORTER, DRUGGABLE GENOME135651569
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