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: SLC22A23

Gene summary for SLC22A23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC22A23

Gene ID

63027

Gene namesolute carrier family 22 member 23
Gene AliasC6orf85
Cytomap6p25.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A1A5C7


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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
63027SLC22A23CCI_1HumanCervixCC1.48e-121.04e+000.528
63027SLC22A23CCI_2HumanCervixCC2.16e-131.43e+000.5249
63027SLC22A23CCI_3HumanCervixCC1.90e-098.85e-010.516
63027SLC22A23HTA11_3410_2000001011HumanColorectumAD1.42e-33-8.54e-010.0155
63027SLC22A23HTA11_347_2000001011HumanColorectumAD5.19e-086.07e-01-0.1954
63027SLC22A23HTA11_411_2000001011HumanColorectumSER2.52e-057.15e-01-0.2602
63027SLC22A23HTA11_866_3004761011HumanColorectumAD2.50e-13-5.80e-010.096
63027SLC22A23HTA11_9408_2000001011HumanColorectumAD2.14e-03-9.13e-010.0451
63027SLC22A23HTA11_8622_2000001021HumanColorectumSER2.76e-09-7.58e-010.0528
63027SLC22A23HTA11_6801_2000001011HumanColorectumSER7.67e-03-4.83e-010.0171
63027SLC22A23HTA11_10711_2000001011HumanColorectumAD1.68e-05-5.08e-010.0338
63027SLC22A23HTA11_7696_3000711011HumanColorectumAD2.86e-17-6.52e-010.0674
63027SLC22A23HTA11_6818_2000001011HumanColorectumAD6.13e-08-7.22e-010.0112
63027SLC22A23HTA11_99999970781_79442HumanColorectumMSS3.41e-38-8.16e-010.294
63027SLC22A23HTA11_99999971662_82457HumanColorectumMSS2.57e-35-7.72e-010.3859
63027SLC22A23HTA11_99999973899_84307HumanColorectumMSS2.35e-14-9.12e-010.2585
63027SLC22A23HTA11_99999974143_84620HumanColorectumMSS7.27e-61-1.08e+000.3005
63027SLC22A23F007HumanColorectumFAP3.27e-06-4.32e-010.1176
63027SLC22A23A002-C-010HumanColorectumFAP2.10e-06-3.30e-010.242
63027SLC22A23A001-C-207HumanColorectumFAP8.41e-04-2.99e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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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
SLC22A23SNVMissense_Mutationc.1091N>Tp.Pro364Leup.P364LA1A5C7protein_codingdeleterious(0.04)probably_damaging(0.984)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC22A23SNVMissense_Mutationrs757839112c.1102C>Tp.Arg368Trpp.R368WA1A5C7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC22A23SNVMissense_Mutationnovelc.823G>Ap.Ala275Thrp.A275TA1A5C7protein_codingtolerated(0.11)probably_damaging(0.994)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC22A23SNVMissense_Mutationrs781457847c.1649N>Tp.Ala550Valp.A550VA1A5C7protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC22A23SNVMissense_Mutationc.1064N>Cp.Leu355Prop.L355PA1A5C7protein_codingdeleterious(0)possibly_damaging(0.802)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC22A23SNVMissense_Mutationc.820N>Ap.Val274Metp.V274MA1A5C7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC22A23SNVMissense_Mutationrs778961106c.1327N>Ap.Gly443Argp.G443RA1A5C7protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC22A23SNVMissense_Mutationc.453N>Gp.Asn151Lysp.N151KA1A5C7protein_codingtolerated(0.06)benign(0.34)TCGA-DM-A280-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC22A23deletionFrame_Shift_Delnovelc.1942delNp.Glu648SerfsTer36p.E648Sfs*36A1A5C7protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC22A23SNVMissense_Mutationnovelc.1337N>Tp.His446Leup.H446LA1A5C7protein_codingdeleterious(0)possibly_damaging(0.904)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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