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: SLC10A7

Gene summary for SLC10A7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC10A7

Gene ID

84068

Gene namesolute carrier family 10 member 7
Gene AliasC4orf13
Cytomap4q31.22
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q0GE19


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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
84068SLC10A7HTA11_3410_2000001011HumanColorectumAD8.21e-07-4.07e-010.0155
84068SLC10A7HTA11_866_3004761011HumanColorectumAD2.86e-06-4.18e-010.096
84068SLC10A7HTA11_10711_2000001011HumanColorectumAD4.08e-02-3.92e-010.0338
84068SLC10A7HTA11_7696_3000711011HumanColorectumAD4.44e-07-3.67e-010.0674
84068SLC10A7HTA11_99999970781_79442HumanColorectumMSS2.98e-04-3.23e-010.294
84068SLC10A7HTA11_99999973899_84307HumanColorectumMSS1.97e-02-4.86e-010.2585
84068SLC10A7HTA11_99999974143_84620HumanColorectumMSS5.13e-16-4.95e-010.3005
84068SLC10A7A015-C-203HumanColorectumFAP3.38e-21-4.24e-01-0.1294
84068SLC10A7A015-C-204HumanColorectumFAP5.51e-04-3.23e-01-0.0228
84068SLC10A7A002-C-201HumanColorectumFAP2.89e-08-3.28e-010.0324
84068SLC10A7A002-C-203HumanColorectumFAP1.68e-02-1.11e-010.2786
84068SLC10A7A001-C-119HumanColorectumFAP1.06e-08-5.03e-01-0.1557
84068SLC10A7A001-C-108HumanColorectumFAP6.82e-13-3.19e-01-0.0272
84068SLC10A7A002-C-205HumanColorectumFAP3.64e-13-3.69e-01-0.1236
84068SLC10A7A001-C-104HumanColorectumFAP7.77e-05-3.29e-010.0184
84068SLC10A7A015-C-005HumanColorectumFAP1.07e-02-2.43e-01-0.0336
84068SLC10A7A015-C-006HumanColorectumFAP3.00e-11-4.84e-01-0.0994
84068SLC10A7A015-C-106HumanColorectumFAP2.65e-08-3.16e-01-0.0511
84068SLC10A7A002-C-114HumanColorectumFAP1.78e-09-3.88e-01-0.1561
84068SLC10A7A015-C-104HumanColorectumFAP5.90e-24-4.24e-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:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:00481932ColorectumMSSGolgi vesicle transport101/3467296/187239.09e-119.77e-09101
GO:00067902ColorectumMSSsulfur compound metabolic process85/3467339/187231.52e-031.39e-0285
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00481934ColorectumFAPGolgi vesicle transport77/2622296/187232.86e-082.62e-0677
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:0006814ColorectumFAPsodium ion transport54/2622245/187233.98e-044.85e-0354
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:00481935ColorectumCRCGolgi vesicle transport59/2078296/187235.47e-062.17e-0459
GO:00068141ColorectumCRCsodium ion transport49/2078245/187233.01e-057.86e-0449
GO:0060348ColorectumCRCbone development37/2078205/187231.96e-031.96e-0237
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
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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
SLC10A7SNVMissense_Mutationc.233N>Cp.Ile78Thrp.I78TQ0GE19protein_codingtolerated(0.23)benign(0.003)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC10A7deletionFrame_Shift_Delnovelc.293delNp.Thr98AsnfsTer8p.T98Nfs*8Q0GE19protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SLC10A7SNVMissense_Mutationrs201032148c.782C>Tp.Ser261Leup.S261LQ0GE19protein_codingtolerated(0.7)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC10A7SNVMissense_Mutationnovelc.1072N>Ap.His358Asnp.H358NQ0GE19protein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SLC10A7SNVMissense_Mutationrs201032148c.782N>Tp.Ser261Leup.S261LQ0GE19protein_codingtolerated(0.7)benign(0.003)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC10A7SNVMissense_Mutationrs201032148c.782N>Tp.Ser261Leup.S261LQ0GE19protein_codingtolerated(0.7)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SLC10A7SNVMissense_Mutationnovelc.1015N>Tp.Pro339Serp.P339SQ0GE19protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC10A7SNVMissense_Mutationrs201032148c.782N>Tp.Ser261Leup.S261LQ0GE19protein_codingtolerated(0.7)benign(0.003)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC10A7SNVMissense_Mutationnovelc.763N>Gp.Phe255Valp.F255VQ0GE19protein_codingtolerated(0.37)benign(0.003)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC10A7SNVMissense_Mutationnovelc.220N>Ap.Leu74Ilep.L74IQ0GE19protein_codingtolerated(0.27)benign(0.038)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid 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
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