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: SLC26A2

Gene summary for SLC26A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC26A2

Gene ID

1836

Gene namesolute carrier family 26 member 2
Gene AliasD5S1708
Cytomap5q32
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

P50443


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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
1836SLC26A2HTA11_3410_2000001011HumanColorectumAD1.01e-42-1.10e+000.0155
1836SLC26A2HTA11_2487_2000001011HumanColorectumSER1.00e-035.37e-01-0.1808
1836SLC26A2HTA11_2951_2000001011HumanColorectumAD2.39e-09-1.19e+000.0216
1836SLC26A2HTA11_1938_2000001011HumanColorectumAD1.78e-11-6.06e-01-0.0811
1836SLC26A2HTA11_78_2000001011HumanColorectumAD6.81e-191.45e+00-0.1088
1836SLC26A2HTA11_347_2000001011HumanColorectumAD2.98e-292.65e+00-0.1954
1836SLC26A2HTA11_411_2000001011HumanColorectumSER1.80e-055.13e-01-0.2602
1836SLC26A2HTA11_83_2000001011HumanColorectumSER3.74e-131.21e+00-0.1526
1836SLC26A2HTA11_696_2000001011HumanColorectumAD2.03e-149.52e-01-0.1464
1836SLC26A2HTA11_866_2000001011HumanColorectumAD9.35e-065.05e-01-0.1001
1836SLC26A2HTA11_1391_2000001011HumanColorectumAD1.35e-04-3.36e-01-0.059
1836SLC26A2HTA11_2992_2000001011HumanColorectumSER1.05e-046.47e-01-0.1706
1836SLC26A2HTA11_5212_2000001011HumanColorectumAD1.61e-201.49e+00-0.2061
1836SLC26A2HTA11_5216_2000001011HumanColorectumSER1.52e-034.64e-01-0.1462
1836SLC26A2HTA11_546_2000001011HumanColorectumAD1.21e-075.59e-01-0.0842
1836SLC26A2HTA11_7862_2000001011HumanColorectumAD6.80e-03-6.60e-01-0.0179
1836SLC26A2HTA11_866_3004761011HumanColorectumAD1.64e-35-1.08e+000.096
1836SLC26A2HTA11_4255_2000001011HumanColorectumSER5.41e-07-1.07e+000.0446
1836SLC26A2HTA11_9408_2000001011HumanColorectumAD4.79e-07-1.19e+000.0451
1836SLC26A2HTA11_8622_2000001021HumanColorectumSER1.24e-14-1.21e+000.0528
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:0009150ColorectumADpurine ribonucleotide metabolic process142/3918368/187234.29e-151.17e-12142
GO:0006163ColorectumADpurine nucleotide metabolic process149/3918396/187231.08e-142.80e-12149
GO:0072521ColorectumADpurine-containing compound metabolic process153/3918416/187234.34e-141.01e-11153
GO:0009259ColorectumADribonucleotide metabolic process144/3918385/187235.25e-141.13e-11144
GO:0019693ColorectumADribose phosphate metabolic process145/3918396/187233.01e-135.71e-11145
GO:0009117ColorectumADnucleotide metabolic process168/3918489/187232.20e-123.36e-10168
GO:0006753ColorectumADnucleoside phosphate metabolic process169/3918497/187234.99e-126.98e-10169
GO:0009152ColorectumADpurine ribonucleotide biosynthetic process64/3918169/187233.09e-071.22e-0564
GO:0009260ColorectumADribonucleotide biosynthetic process66/3918182/187231.25e-064.02e-0566
GO:0046390ColorectumADribose phosphate biosynthetic process67/3918190/187233.21e-069.05e-0567
GO:0006164ColorectumADpurine nucleotide biosynthetic process66/3918191/187238.22e-061.97e-0466
GO:0072522ColorectumADpurine-containing compound biosynthetic process68/3918200/187231.12e-052.55e-0468
GO:1901293ColorectumADnucleoside phosphate biosynthetic process80/3918256/187236.31e-051.05e-0380
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0009165ColorectumADnucleotide biosynthetic process79/3918254/187238.33e-051.30e-0379
GO:0033865ColorectumADnucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0033875ColorectumADribonucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0034032ColorectumADpurine nucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0034035ColorectumADpurine ribonucleoside bisphosphate metabolic process11/391821/187231.43e-031.22e-0211
GO:0050427ColorectumAD3'-phosphoadenosine 5'-phosphosulfate metabolic process11/391821/187231.43e-031.22e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05208ColorectumADChemical carcinogenesis - reactive oxygen species126/2092223/84651.01e-241.68e-221.07e-22126
hsa052081ColorectumADChemical carcinogenesis - reactive oxygen species126/2092223/84651.01e-241.68e-221.07e-22126
hsa052082ColorectumSERChemical carcinogenesis - reactive oxygen species103/1580223/84651.60e-217.57e-205.50e-20103
hsa052083ColorectumSERChemical carcinogenesis - reactive oxygen species103/1580223/84651.60e-217.57e-205.50e-20103
hsa052084ColorectumMSSChemical carcinogenesis - reactive oxygen species118/1875223/84652.71e-244.54e-222.78e-22118
hsa052085ColorectumMSSChemical carcinogenesis - reactive oxygen species118/1875223/84652.71e-244.54e-222.78e-22118
hsa052086ColorectumMSI-HChemical carcinogenesis - reactive oxygen species65/797223/84651.78e-176.41e-165.37e-1665
hsa052087ColorectumMSI-HChemical carcinogenesis - reactive oxygen species65/797223/84651.78e-176.41e-165.37e-1665
hsa052088ColorectumFAPChemical carcinogenesis - reactive oxygen species78/1404223/84651.08e-111.80e-091.09e-0978
hsa052089ColorectumFAPChemical carcinogenesis - reactive oxygen species78/1404223/84651.08e-111.80e-091.09e-0978
hsa0520810ColorectumCRCChemical carcinogenesis - reactive oxygen species43/1091223/84653.96e-032.36e-021.60e-0243
hsa0520811ColorectumCRCChemical carcinogenesis - reactive oxygen species43/1091223/84653.96e-032.36e-021.60e-0243
hsa05208211EsophagusESCCChemical carcinogenesis - reactive oxygen species168/4205223/84651.83e-156.81e-143.49e-14168
hsa05208310EsophagusESCCChemical carcinogenesis - reactive oxygen species168/4205223/84651.83e-156.81e-143.49e-14168
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
hsa0520830Oral cavityOSCCChemical carcinogenesis - reactive oxygen species150/3704223/84656.45e-131.20e-116.11e-12150
hsa05208114Oral cavityOSCCChemical carcinogenesis - reactive oxygen species150/3704223/84656.45e-131.20e-116.11e-12150
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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
SLC26A2SNVMissense_Mutationnovelc.1970N>Cp.Gln657Prop.Q657PP50443protein_codingtolerated(0.24)benign(0.012)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC26A2insertionNonsense_Mutationnovelc.190_191insTTTTATAGTCTAGGACACAGAGATGAAGGATp.Thr64IlefsTer3p.T64Ifs*3P50443protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
SLC26A2deletionFrame_Shift_Delnovelc.2056delNp.Cys686AlafsTer5p.C686Afs*5P50443protein_codingTCGA-AC-A3W7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
SLC26A2SNVMissense_Mutationrs773246028c.995C>Tp.Pro332Leup.P332LP50443protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC26A2SNVMissense_Mutationnovelc.1258N>Ap.Ala420Thrp.A420TP50443protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC26A2SNVMissense_Mutationc.258N>Tp.Lys86Asnp.K86NP50443protein_codingdeleterious(0.02)possibly_damaging(0.544)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC26A2SNVMissense_Mutationrs763693887c.572N>Tp.Ala191Valp.A191VP50443protein_codingtolerated(0.27)benign(0.001)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC26A2SNVMissense_Mutationc.886N>Gp.Asn296Aspp.N296DP50443protein_codingdeleterious(0.02)probably_damaging(0.955)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC26A2SNVMissense_Mutationc.2161N>Ap.Val721Ilep.V721IP50443protein_codingtolerated(0.42)benign(0.001)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC26A2SNVMissense_Mutationnovelc.922N>Cp.Ser308Argp.S308RP50443protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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