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: SLC5A6

Gene summary for SLC5A6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC5A6

Gene ID

8884

Gene namesolute carrier family 5 member 6
Gene AliasNERIB
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9HD19


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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
8884SLC5A6HTA11_866_3004761011HumanColorectumAD1.12e-062.61e-010.096
8884SLC5A6HTA11_7696_3000711011HumanColorectumAD4.49e-051.79e-010.0674
8884SLC5A6HTA11_6818_2000001021HumanColorectumAD2.34e-052.17e-010.0588
8884SLC5A6HTA11_99999965104_69814HumanColorectumMSS6.41e-074.08e-010.281
8884SLC5A6HTA11_99999971662_82457HumanColorectumMSS3.51e-419.10e-010.3859
8884SLC5A6HTA11_99999973899_84307HumanColorectumMSS3.35e-085.69e-010.2585
8884SLC5A6HTA11_99999974143_84620HumanColorectumMSS1.37e-276.52e-010.3005
8884SLC5A6CRC-3-11773HumanColorectumCRC3.64e-022.22e-010.2564
8884SLC5A6LZE7THumanEsophagusESCC1.13e-042.29e-010.0667
8884SLC5A6LZE24THumanEsophagusESCC1.76e-102.28e-010.0596
8884SLC5A6LZE21THumanEsophagusESCC5.20e-031.93e-010.0655
8884SLC5A6P2T-EHumanEsophagusESCC2.37e-143.20e-010.1177
8884SLC5A6P4T-EHumanEsophagusESCC8.04e-052.54e-010.1323
8884SLC5A6P5T-EHumanEsophagusESCC6.21e-068.27e-020.1327
8884SLC5A6P8T-EHumanEsophagusESCC1.70e-107.32e-020.0889
8884SLC5A6P9T-EHumanEsophagusESCC1.17e-071.12e-010.1131
8884SLC5A6P10T-EHumanEsophagusESCC1.70e-141.70e-010.116
8884SLC5A6P11T-EHumanEsophagusESCC1.62e-042.98e-010.1426
8884SLC5A6P12T-EHumanEsophagusESCC1.34e-112.92e-010.1122
8884SLC5A6P15T-EHumanEsophagusESCC6.61e-133.29e-010.1149
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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
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
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:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:0150104ColorectumMSStransport across blood-brain barrier28/346787/187231.54e-031.41e-0228
GO:0010232ColorectumMSSvascular transport28/346788/187231.87e-031.64e-0228
GO:00428861ColorectumMSSamide transport76/3467301/187232.14e-031.80e-0276
GO:00068141ColorectumCRCsodium ion transport49/2078245/187233.01e-057.86e-0449
GO:00030181ColorectumCRCvascular process in circulatory system45/2078263/187232.10e-032.08e-0245
GO:01501042ColorectumCRCtransport across blood-brain barrier18/207887/187236.50e-034.69e-0218
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
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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
SLC5A6SNVMissense_Mutationc.700N>Cp.Val234Leup.V234LQ9Y289protein_codingtolerated(0.84)benign(0.061)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SLC5A6SNVMissense_Mutationrs775950585c.1774N>Ap.Asp592Asnp.D592NQ9Y289protein_codingtolerated(0.12)benign(0.115)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC5A6SNVMissense_Mutationc.131N>Gp.Leu44Argp.L44RQ9Y289protein_codingdeleterious(0)probably_damaging(0.976)TCGA-D8-A146-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC5A6SNVMissense_Mutationnovelc.575N>Ap.Ala192Aspp.A192DQ9Y289protein_codingdeleterious(0)benign(0.261)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SLC5A6SNVMissense_Mutationc.1231C>Gp.Leu411Valp.L411VQ9Y289protein_codingtolerated(0.08)possibly_damaging(0.456)TCGA-E9-A1R2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
SLC5A6insertionFrame_Shift_Insnovelc.1768_1769insGAp.His590ArgfsTer63p.H590Rfs*63Q9Y289protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC5A6insertionNonsense_Mutationnovelc.1767_1768insTAAAAAAAAAAAATAAAAATAAAp.His590Terp.H590*Q9Y289protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC5A6SNVMissense_Mutationc.757C>Tp.Arg253Trpp.R253WQ9Y289protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC5A6SNVMissense_Mutationc.1566N>Gp.Phe522Leup.F522LQ9Y289protein_codingtolerated(0.66)benign(0)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC5A6SNVMissense_Mutationnovelc.1265N>Ap.Pro422Hisp.P422HQ9Y289protein_codingdeleterious(0.04)possibly_damaging(0.852)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
8884SLC5A6EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOME, TRANSPORTERGabapentin enacarbil
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