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: SLC26A3

Gene summary for SLC26A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC26A3

Gene ID

1811

Gene namesolute carrier family 26 member 3
Gene AliasCLD
Cytomap7q22.3-q31.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P40879


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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
1811SLC26A3HTA11_3410_2000001011HumanColorectumAD4.11e-31-8.94e-010.0155
1811SLC26A3HTA11_2487_2000001011HumanColorectumSER4.00e-021.28e+00-0.1808
1811SLC26A3HTA11_78_2000001011HumanColorectumAD2.33e-049.43e-01-0.1088
1811SLC26A3HTA11_347_2000001011HumanColorectumAD1.11e-061.60e+00-0.1954
1811SLC26A3HTA11_411_2000001011HumanColorectumSER8.36e-038.03e-01-0.2602
1811SLC26A3HTA11_2112_2000001011HumanColorectumSER3.63e-101.20e+00-0.2196
1811SLC26A3HTA11_3361_2000001011HumanColorectumAD7.81e-151.11e+00-0.1207
1811SLC26A3HTA11_83_2000001011HumanColorectumSER2.41e-057.40e-01-0.1526
1811SLC26A3HTA11_696_2000001011HumanColorectumAD2.90e-071.05e+00-0.1464
1811SLC26A3HTA11_2992_2000001011HumanColorectumSER1.87e-031.05e+00-0.1706
1811SLC26A3HTA11_5212_2000001011HumanColorectumAD1.87e-151.71e+00-0.2061
1811SLC26A3HTA11_7862_2000001011HumanColorectumAD2.79e-05-7.41e-01-0.0179
1811SLC26A3HTA11_866_3004761011HumanColorectumAD5.54e-26-8.57e-010.096
1811SLC26A3HTA11_4255_2000001011HumanColorectumSER8.72e-05-9.32e-010.0446
1811SLC26A3HTA11_9408_2000001011HumanColorectumAD4.54e-04-9.80e-010.0451
1811SLC26A3HTA11_8622_2000001021HumanColorectumSER1.96e-05-7.76e-010.0528
1811SLC26A3HTA11_10623_2000001011HumanColorectumAD5.25e-10-9.56e-01-0.0177
1811SLC26A3HTA11_10711_2000001011HumanColorectumAD2.85e-23-9.99e-010.0338
1811SLC26A3HTA11_7696_3000711011HumanColorectumAD1.98e-41-1.01e+000.0674
1811SLC26A3HTA11_6818_2000001011HumanColorectumAD6.14e-03-6.37e-010.0112
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:0030004ColorectumADcellular monovalent inorganic cation homeostasis36/3918103/187236.80e-046.95e-0336
GO:0030641ColorectumADregulation of cellular pH29/391881/187231.42e-031.22e-0229
GO:0051591ColorectumADresponse to cAMP31/391893/187233.59e-032.58e-0231
GO:0071320ColorectumADcellular response to cAMP20/391853/187233.71e-032.62e-0220
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:00300041ColorectumSERcellular monovalent inorganic cation homeostasis31/2897103/187231.31e-042.66e-0331
GO:00306411ColorectumSERregulation of cellular pH24/289781/187239.20e-041.11e-0224
GO:00550671ColorectumSERmonovalent inorganic cation homeostasis37/2897151/187232.48e-032.33e-0237
GO:00514531ColorectumSERregulation of intracellular pH21/289775/187233.97e-033.26e-0221
GO:00068851ColorectumSERregulation of pH24/289791/187235.03e-033.88e-0224
GO:00713201ColorectumSERcellular response to cAMP16/289753/187235.09e-033.91e-0216
GO:00300042ColorectumMSScellular monovalent inorganic cation homeostasis31/3467103/187232.94e-032.27e-0231
GO:00306412ColorectumMSSregulation of cellular pH25/346781/187234.97e-033.46e-0225
GO:00515911ColorectumFAPresponse to cAMP27/262293/187231.26e-042.03e-0327
GO:00300043ColorectumFAPcellular monovalent inorganic cation homeostasis28/2622103/187233.23e-044.15e-0328
GO:00514532ColorectumFAPregulation of intracellular pH22/262275/187234.38e-045.21e-0322
GO:0046683ColorectumFAPresponse to organophosphorus33/2622131/187234.61e-045.39e-0333
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04972ColorectumADPancreatic secretion36/2092102/84651.06e-023.98e-022.54e-0236
hsa049721ColorectumADPancreatic secretion36/2092102/84651.06e-023.98e-022.54e-0236
hsa049722ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa049723ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa049724ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa049725ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa049726ColorectumFAPPancreatic secretion34/1404102/84652.43e-052.78e-041.69e-0434
hsa049727ColorectumFAPPancreatic secretion34/1404102/84652.43e-052.78e-041.69e-0434
hsa049728ColorectumCRCPancreatic secretion32/1091102/84657.86e-074.37e-052.96e-0532
hsa049729ColorectumCRCPancreatic secretion32/1091102/84657.86e-074.37e-052.96e-0532
hsa04978StomachGCMineral absorption15/70860/84658.88e-059.80e-046.90e-0415
hsa049781StomachGCMineral absorption15/70860/84658.88e-059.80e-046.90e-0415
hsa049788StomachSIMMineral absorption11/46560/84653.61e-043.41e-032.74e-0311
hsa049789StomachSIMMineral absorption11/46560/84653.61e-043.41e-032.74e-0311
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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
SLC26A3SNVMissense_Mutationc.955G>Tp.Gly319Trpp.G319WP40879protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC26A3SNVMissense_Mutationrs746185703c.1697G>Ap.Arg566Glnp.R566QP40879protein_codingtolerated(0.06)probably_damaging(0.981)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC26A3SNVMissense_Mutationrs776026508c.877G>Ap.Glu293Lysp.E293KP40879protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC26A3SNVMissense_Mutationc.1388N>Tp.Arg463Leup.R463LP40879protein_codingdeleterious(0.03)possibly_damaging(0.877)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC26A3SNVMissense_Mutationrs765288477c.2255N>Ap.Arg752Hisp.R752HP40879protein_codingdeleterious_low_confidence(0.01)benign(0.031)TCGA-AR-A24T-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
SLC26A3SNVMissense_Mutationc.446N>Ap.Val149Aspp.V149DP40879protein_codingdeleterious(0.04)benign(0.273)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SLC26A3SNVMissense_Mutationnovelc.533C>Ap.Ala178Glup.A178EP40879protein_codingdeleterious(0)benign(0)TCGA-D8-A73X-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SLC26A3insertionNonsense_Mutationnovelc.2292_2293insAACTGGCACCTGGAAGAAGACAGAAAGTTCTTGTAGGTGCCAGTTGAAACAAAATTCP40879protein_codingTCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SLC26A3deletionFrame_Shift_Delnovelc.466delNp.Thr156LeufsTer19p.T156Lfs*19P40879protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SLC26A3SNVMissense_Mutationnovelc.976N>Ap.Gln326Lysp.Q326KP40879protein_codingtolerated(0.79)benign(0.005)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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