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: SLC4A8

Gene summary for SLC4A8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC4A8

Gene ID

9498

Gene namesolute carrier family 4 member 8
Gene AliasNBC3
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q2Y0W8


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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
9498SLC4A8HTA11_1391_2000001011HumanColorectumAD1.65e-021.62e-01-0.059
9498SLC4A8HTA11_866_3004761011HumanColorectumAD1.78e-042.23e-010.096
9498SLC4A8HTA11_10711_2000001011HumanColorectumAD1.65e-043.04e-010.0338
9498SLC4A8HTA11_7696_3000711011HumanColorectumAD4.11e-083.41e-010.0674
9498SLC4A8HTA11_6818_2000001021HumanColorectumAD7.00e-043.00e-010.0588
9498SLC4A8F007HumanColorectumFAP4.51e-075.12e-010.1176
9498SLC4A8A002-C-010HumanColorectumFAP4.44e-094.20e-010.242
9498SLC4A8A001-C-207HumanColorectumFAP2.58e-023.08e-010.1278
9498SLC4A8A002-C-203HumanColorectumFAP3.86e-023.25e-010.2786
9498SLC4A8A002-C-021HumanColorectumFAP1.94e-185.18e-010.1171
9498SLC4A8A002-C-205HumanColorectumFAP2.94e-033.36e-01-0.1236
9498SLC4A8A001-C-104HumanColorectumFAP7.19e-083.98e-010.0184
9498SLC4A8CRC-1-8810HumanColorectumCRC2.23e-022.68e-010.6257
9498SLC4A8HCC1HumanLiverHCC1.04e-212.23e+000.5336
9498SLC4A8HCC2HumanLiverHCC6.24e-312.36e+000.5341
9498SLC4A8HCC5HumanLiverHCC1.28e-342.01e+000.4932
9498SLC4A8S015HumanLiverHCC4.25e-063.50e-010.2375
9498SLC4A8S016HumanLiverHCC1.19e-032.23e-010.2243
9498SLC4A8HTA12-23-1HumanPancreasPDAC1.37e-098.09e-010.3405
9498SLC4A8HTA12-25-1HumanPancreasPDAC3.79e-044.44e-010.313
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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
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:0045921ColorectumADpositive regulation of exocytosis33/391886/187231.58e-042.20e-0333
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:0030004ColorectumADcellular monovalent inorganic cation homeostasis36/3918103/187236.80e-046.95e-0336
GO:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0030641ColorectumADregulation of cellular pH29/391881/187231.42e-031.22e-0229
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:0051453ColorectumADregulation of intracellular pH26/391875/187234.04e-032.82e-0226
GO:0006885ColorectumADregulation of pH30/391891/187234.95e-033.32e-0230
GO:0055067ColorectumADmonovalent inorganic cation homeostasis45/3918151/187236.19e-033.88e-0245
GO:0099003ColorectumADvesicle-mediated transport in synapse57/3918200/187236.53e-034.06e-0257
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:00990032ColorectumFAPvesicle-mediated transport in synapse51/2622200/187231.09e-053.08e-0451
GO:00995041ColorectumFAPsynaptic vesicle cycle45/2622181/187236.73e-051.28e-0345
GO:0035725ColorectumFAPsodium ion transmembrane transport44/2622178/187239.31e-051.60e-0344
GO:0023061ColorectumFAPsignal release94/2622463/187231.06e-041.76e-0394
GO:00510473ColorectumFAPpositive regulation of secretion67/2622310/187231.59e-042.43e-0367
GO:19035322ColorectumFAPpositive regulation of secretion by cell62/2622282/187231.67e-042.52e-0362
GO:01501041ColorectumFAPtransport across blood-brain barrier25/262287/187232.63e-043.59e-0325
GO:00102321ColorectumFAPvascular transport25/262288/187233.19e-044.12e-0325
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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
SLC4A8SNVMissense_Mutationnovelc.2866N>Cp.Thr956Prop.T956PQ2Y0W8protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SLC4A8SNVMissense_Mutationnovelc.1780G>Ap.Glu594Lysp.E594KQ2Y0W8protein_codingdeleterious(0.02)benign(0.167)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC4A8SNVMissense_Mutationc.681N>Tp.Lys227Asnp.K227NQ2Y0W8protein_codingdeleterious(0.03)benign(0.168)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC4A8SNVMissense_Mutationc.1331N>Tp.Glu444Valp.E444VQ2Y0W8protein_codingdeleterious(0)probably_damaging(0.954)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC4A8SNVMissense_Mutationc.796N>Gp.Thr266Alap.T266AQ2Y0W8protein_codingtolerated(0.72)benign(0.003)TCGA-E2-A1IG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC4A8SNVMissense_Mutationnovelc.2866N>Cp.Thr956Prop.T956PQ2Y0W8protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A22A-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLC4A8insertionNonsense_Mutationnovelc.1518_1519insCATTTATAGTTATACCATCCATATGAGCCTCAGATCTTTCCCp.Gly506_Arg507insHisLeuTerLeuTyrHisProTyrGluProGlnIlePheProp.G506_R507insHL*LYHPYEPQIFPQ2Y0W8protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
SLC4A8insertionNonsense_Mutationnovelc.1203_1204insTGTGAATGTCTTGACTAGTCTGTACCAAAACAACCAp.Trp401_Asp402insCysGluCysLeuAspTerSerValProLysGlnProp.W401_D402insCECLD*SVPKQPQ2Y0W8protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SLC4A8insertionNonsense_Mutationnovelc.1610_1611insCCTTAAGTTGGTTTTGCACATTTCCTCCTAACAGCTCAGAATp.Ser537_Thr538insLeuLysLeuValLeuHisIleSerSerTerGlnLeuArgIlep.S537_T538insLKLVLHISS*QLRIQ2Y0W8protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC4A8insertionFrame_Shift_Insnovelc.1611_1612insCp.Thr538HisfsTer8p.T538Hfs*8Q2Y0W8protein_codingTCGA-B6-A0I5-01Breastbreast invasive 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
9498SLC4A8TRANSPORTER, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEethanolALCOHOL32451486
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