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: SLC26A6

Gene summary for SLC26A6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC26A6

Gene ID

65010

Gene namesolute carrier family 26 member 6
Gene AliasSLC26A6
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A0C4DFT5


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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
65010SLC26A6HCC1_MengHumanLiverHCC3.68e-163.86e-020.0246
65010SLC26A6HCC1HumanLiverHCC8.47e-072.84e+000.5336
65010SLC26A6HCC2HumanLiverHCC8.29e-173.71e+000.5341
65010SLC26A6S014HumanLiverHCC1.38e-032.39e-010.2254
65010SLC26A6S015HumanLiverHCC1.92e-095.18e-010.2375
65010SLC26A6S016HumanLiverHCC1.39e-032.68e-010.2243
65010SLC26A6S027HumanLiverHCC6.26e-065.99e-010.2446
65010SLC26A6S028HumanLiverHCC4.20e-197.97e-010.2503
65010SLC26A6S029HumanLiverHCC7.21e-271.13e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000974322LiverHCCresponse to carbohydrate149/7958253/187239.55e-081.89e-06149
GO:003428422LiverHCCresponse to monosaccharide131/7958225/187231.32e-061.91e-05131
GO:000974622LiverHCCresponse to hexose126/7958219/187234.81e-066.06e-05126
GO:00343411LiverHCCresponse to interferon-gamma82/7958141/187231.25e-041.03e-0382
GO:00713461LiverHCCcellular response to interferon-gamma70/7958118/187231.66e-041.32e-0370
GO:005159121LiverHCCresponse to cAMP57/795893/187231.96e-041.52e-0357
GO:001407421LiverHCCresponse to purine-containing compound84/7958148/187233.19e-042.26e-0384
GO:007133112LiverHCCcellular response to hexose stimulus85/7958153/187237.47e-044.52e-0385
GO:007132612LiverHCCcellular response to monosaccharide stimulus85/7958154/187239.78e-045.68e-0385
GO:007132212LiverHCCcellular response to carbohydrate stimulus89/7958163/187231.19e-036.62e-0389
GO:004668321LiverHCCresponse to organophosphorus73/7958131/187231.52e-038.05e-0373
GO:0008643LiverHCCcarbohydrate transport80/7958152/187237.34e-032.92e-0280
GO:00508926LiverHCCintestinal absorption25/795841/187231.31e-024.69e-0225
GO:00713205LiverHCCcellular response to cAMP31/795853/187231.37e-024.87e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520842LiverHCCChemical carcinogenesis - reactive oxygen species167/4020223/84652.85e-171.91e-151.06e-15167
hsa0520852LiverHCCChemical carcinogenesis - reactive oxygen species167/4020223/84652.85e-171.91e-151.06e-15167
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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
SLC26A6SNVMissense_Mutationc.1901N>Cp.Ser634Thrp.S634TQ9BXS9protein_codingtolerated(0.36)benign(0.012)TCGA-A8-A07F-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLC26A6SNVMissense_Mutationc.1873G>Ap.Val625Ilep.V625IQ9BXS9protein_codingtolerated(0.28)benign(0.021)TCGA-BH-A18U-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC26A6SNVMissense_Mutationrs374322645c.2264C>Tp.Ser755Leup.S755LQ9BXS9protein_codingtolerated(1)benign(0)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SLC26A6SNVMissense_Mutationrs551934028c.1939N>Gp.Gln647Glup.Q647EQ9BXS9protein_codingtolerated(0.52)benign(0.02)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC26A6SNVMissense_Mutationrs765049864c.430G>Ap.Val144Metp.V144MQ9BXS9protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SLC26A6SNVMissense_Mutationnovelc.1592N>Gp.Tyr531Cysp.Y531CQ9BXS9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC26A6SNVMissense_Mutationc.1011N>Ap.Asn337Lysp.N337KQ9BXS9protein_codingtolerated(0.3)benign(0.003)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SLC26A6deletionFrame_Shift_Delc.1618delGp.Val540Terp.V540*Q9BXS9protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SLC26A6deletionFrame_Shift_Delc.1618delNp.Val540Terp.V540*Q9BXS9protein_codingTCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC26A6deletionFrame_Shift_Delc.913delNp.Ala305ProfsTer10p.A305Pfs*10Q9BXS9protein_codingTCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=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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