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: SLC4A10

Gene summary for SLC4A10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC4A10

Gene ID

57282

Gene namesolute carrier family 4 member 10
Gene AliasNBCn2
Cytomap2q24.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q6U841


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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
57282SLC4A10HTA11_3410_2000001011HumanColorectumAD4.02e-04-2.48e-010.0155
57282SLC4A10HTA11_866_3004761011HumanColorectumAD5.12e-03-2.43e-010.096
57282SLC4A10HTA11_7696_3000711011HumanColorectumAD2.19e-05-2.39e-010.0674
57282SLC4A10HTA11_99999971662_82457HumanColorectumMSS2.42e-05-1.95e-010.3859
57282SLC4A10HTA11_99999974143_84620HumanColorectumMSS4.71e-06-2.35e-010.3005
57282SLC4A10F007HumanColorectumFAP1.73e-04-2.75e-010.1176
57282SLC4A10A002-C-010HumanColorectumFAP5.21e-09-2.49e-010.242
57282SLC4A10A001-C-207HumanColorectumFAP1.43e-04-2.58e-010.1278
57282SLC4A10A015-C-203HumanColorectumFAP1.38e-08-2.47e-01-0.1294
57282SLC4A10A002-C-201HumanColorectumFAP2.16e-04-2.19e-010.0324
57282SLC4A10A002-C-203HumanColorectumFAP6.15e-09-2.70e-010.2786
57282SLC4A10A001-C-119HumanColorectumFAP3.91e-02-2.39e-01-0.1557
57282SLC4A10A001-C-108HumanColorectumFAP2.63e-08-2.54e-01-0.0272
57282SLC4A10A002-C-205HumanColorectumFAP1.51e-05-2.18e-01-0.1236
57282SLC4A10A001-C-104HumanColorectumFAP5.88e-07-2.55e-010.0184
57282SLC4A10A015-C-005HumanColorectumFAP1.64e-03-2.35e-01-0.0336
57282SLC4A10A015-C-006HumanColorectumFAP2.23e-02-2.16e-01-0.0994
57282SLC4A10A015-C-106HumanColorectumFAP2.68e-05-2.22e-01-0.0511
57282SLC4A10A002-C-114HumanColorectumFAP4.54e-03-1.91e-01-0.1561
57282SLC4A10A015-C-104HumanColorectumFAP7.82e-13-2.75e-01-0.1899
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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
∗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:1902600ColorectumADproton transmembrane transport66/3918157/187231.59e-091.17e-0766
GO:0021859ColorectumADpyramidal neuron differentiation9/391813/187232.38e-043.03e-039
GO:0021860ColorectumADpyramidal neuron development8/391811/187233.26e-043.85e-038
GO:0030004ColorectumADcellular monovalent inorganic cation homeostasis36/3918103/187236.80e-046.95e-0336
GO:0009791ColorectumADpost-embryonic development29/391880/187231.13e-031.03e-0229
GO:0030641ColorectumADregulation of cellular pH29/391881/187231.42e-031.22e-0229
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:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:19026002ColorectumMSSproton transmembrane transport57/3467157/187231.00e-074.81e-0657
GO:00097912ColorectumMSSpost-embryonic development26/346780/187231.91e-031.66e-0226
GO:00300042ColorectumMSScellular monovalent inorganic cation homeostasis31/3467103/187232.94e-032.27e-0231
GO:0035264ColorectumMSSmulticellular organism growth37/3467132/187234.77e-033.34e-0237
GO:00306412ColorectumMSSregulation of cellular pH25/346781/187234.97e-033.46e-0225
GO:0035725ColorectumFAPsodium ion transmembrane transport44/2622178/187239.31e-051.60e-0344
GO:19026004ColorectumFAPproton transmembrane transport39/2622157/187232.03e-042.92e-0339
GO:00300043ColorectumFAPcellular monovalent inorganic cation homeostasis28/2622103/187233.23e-044.15e-0328
GO:0006814ColorectumFAPsodium ion transport54/2622245/187233.98e-044.85e-0354
GO:00514532ColorectumFAPregulation of intracellular pH22/262275/187234.38e-045.21e-0322
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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
SLC4A10SNVMissense_Mutationrs267598941c.1390G>Ap.Glu464Lysp.E464KQ6U841protein_codingtolerated(0.07)benign(0.007)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
SLC4A10SNVMissense_Mutationc.2806N>Tp.Pro936Serp.P936SQ6U841protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A2-A259-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLC4A10SNVMissense_Mutationnovelc.421N>Gp.Leu141Valp.L141VQ6U841protein_codingtolerated(0.42)benign(0.251)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
SLC4A10SNVMissense_Mutationnovelc.1525N>Cp.Cys509Argp.C509RQ6U841protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC4A10SNVMissense_Mutationnovelc.1908N>Ap.Phe636Leup.F636LQ6U841protein_codingdeleterious(0.03)probably_damaging(0.986)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SLC4A10insertionFrame_Shift_Insnovelc.2344_2345insATGTTATGAGTATATAp.Pro782HisfsTer20p.P782Hfs*20Q6U841protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SLC4A10SNVMissense_Mutationnovelc.1481C>Tp.Ala494Valp.A494VQ6U841protein_codingtolerated(0.37)benign(0.375)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC4A10SNVMissense_Mutationc.1398G>Cp.Glu466Aspp.E466DQ6U841protein_codingtolerated(0.12)benign(0.065)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC4A10SNVMissense_Mutationnovelc.2221N>Ap.Ala741Thrp.A741TQ6U841protein_codingtolerated(0.45)benign(0.01)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
SLC4A10SNVMissense_Mutationc.218N>Ap.Arg73Lysp.R73KQ6U841protein_codingtolerated(0.19)benign(0.005)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
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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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