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: SLC24A3

Gene summary for SLC24A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC24A3

Gene ID

57419

Gene namesolute carrier family 24 member 3
Gene AliasNCKX3
Cytomap20p11.23
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9HC58


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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
57419SLC24A3HTA11_3410_2000001011HumanColorectumAD4.37e-03-1.98e-010.0155
57419SLC24A3HTA11_2951_2000001011HumanColorectumAD4.99e-032.95e-010.0216
57419SLC24A3HTA11_696_2000001011HumanColorectumAD5.43e-065.93e-01-0.1464
57419SLC24A3HTA11_866_3004761011HumanColorectumAD2.72e-073.34e-010.096
57419SLC24A3HTA11_7663_2000001011HumanColorectumSER1.42e-045.62e-010.0131
57419SLC24A3HTA11_99999970781_79442HumanColorectumMSS2.17e-05-2.63e-010.294
57419SLC24A3A002-C-021HumanColorectumFAP1.47e-024.15e-010.1171
57419SLC24A3A015-C-005HumanColorectumFAP7.66e-096.71e-01-0.0336
57419SLC24A3F034HumanColorectumFAP1.48e-025.02e-01-0.0665
57419SLC24A3CRC-3-11773HumanColorectumCRC1.09e-03-2.43e-010.2564
57419SLC24A3C09HumanOral cavityOSCC1.23e-041.85e-010.1431
57419SLC24A3EOLP-1HumanOral cavityEOLP6.05e-321.04e+00-0.0202
57419SLC24A3EOLP-2HumanOral cavityEOLP2.70e-301.04e+00-0.0203
57419SLC24A3NEOLP-1HumanOral cavityNEOLP5.26e-277.96e-01-0.0194
57419SLC24A3NEOLP-2HumanOral cavityNEOLP2.42e-124.16e-01-0.0196
57419SLC24A3NEOLP-3HumanOral cavityNEOLP1.30e-032.73e-01-0.0191
57419SLC24A3SYSMH3HumanOral cavityOSCC1.14e-033.16e-020.2442
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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
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:0001503ColorectumADossification106/3918408/187237.68e-034.64e-02106
GO:00015031ColorectumSERossification82/2897408/187236.76e-034.78e-0282
GO:0150104ColorectumMSStransport across blood-brain barrier28/346787/187231.54e-031.41e-0228
GO:0010232ColorectumMSSvascular transport28/346788/187231.87e-031.64e-0228
GO:00015032ColorectumMSSossification96/3467408/187236.09e-034.07e-0296
GO:0035725ColorectumFAPsodium ion transmembrane transport44/2622178/187239.31e-051.60e-0344
GO:01501041ColorectumFAPtransport across blood-brain barrier25/262287/187232.63e-043.59e-0325
GO:00102321ColorectumFAPvascular transport25/262288/187233.19e-044.12e-0325
GO:0006814ColorectumFAPsodium ion transport54/2622245/187233.98e-044.85e-0354
GO:0003018ColorectumFAPvascular process in circulatory system56/2622263/187237.67e-048.12e-0356
GO:00015033ColorectumFAPossification79/2622408/187231.53e-031.37e-0279
GO:00357251ColorectumCRCsodium ion transmembrane transport39/2078178/187232.30e-056.60e-0439
GO:00068141ColorectumCRCsodium ion transport49/2078245/187233.01e-057.86e-0449
GO:00030181ColorectumCRCvascular process in circulatory system45/2078263/187232.10e-032.08e-0245
GO:00015034ColorectumCRCossification64/2078408/187232.73e-032.49e-0264
GO:01501042ColorectumCRCtransport across blood-brain barrier18/207887/187236.50e-034.69e-0218
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:000150322Oral cavityEOLPossification70/2218408/187238.89e-046.81e-0370
GO:00725032Oral cavityEOLPcellular divalent inorganic cation homeostasis75/2218486/187239.77e-034.42e-0275
GO:000150331Oral cavityNEOLPossification81/2005408/187232.67e-081.15e-0681
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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
SLC24A3SNVMissense_Mutationc.363N>Gp.Phe121Leup.F121LQ9HC58protein_codingdeleterious(0)possibly_damaging(0.799)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
SLC24A3SNVMissense_Mutationnovelc.578N>Tp.Cys193Phep.C193FQ9HC58protein_codingtolerated(0.32)benign(0.115)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC24A3SNVMissense_Mutationc.1573N>Ap.Asp525Asnp.D525NQ9HC58protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SLC24A3SNVMissense_Mutationc.1144G>Ap.Glu382Lysp.E382KQ9HC58protein_codingtolerated(0.07)benign(0.186)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
SLC24A3SNVMissense_Mutationnovelc.979N>Cp.Glu327Glnp.E327QQ9HC58protein_codingdeleterious(0.02)possibly_damaging(0.889)TCGA-OL-A5D7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
SLC24A3insertionIn_Frame_Insnovelc.646_647insCTATCTCCAAATGCCAAGAACATTTTCCCCTGGATCp.Asp216delinsAlaIleSerLysCysGlnGluHisPheProLeuAspHisp.D216delinsAISKCQEHFPLDHQ9HC58protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SLC24A3insertionNonsense_Mutationnovelc.579_580insCTGTAGATTCTGAGAACAATCTAp.Ile194LeufsTer2p.I194Lfs*2Q9HC58protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC24A3SNVMissense_Mutationrs150240114c.914N>Ap.Arg305Hisp.R305HQ9HC58protein_codingtolerated(0.12)benign(0.045)TCGA-AA-3675-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC24A3SNVMissense_Mutationrs144636987c.326N>Tp.Ala109Valp.A109VQ9HC58protein_codingdeleterious(0)benign(0.035)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC24A3SNVMissense_Mutationrs144636987c.326N>Tp.Ala109Valp.A109VQ9HC58protein_codingdeleterious(0)benign(0.035)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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