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: SULT1C2

Gene summary for SULT1C2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SULT1C2

Gene ID

6819

Gene namesulfotransferase family 1C member 2
Gene AliasST1C1
Cytomap2q12.3
Gene Typeprotein-coding
GO ID

GO:0006790

UniProtAcc

O00338


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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
6819SULT1C2P94T-EHumanEsophagusESCC4.93e-192.39e+000.0879
6819SULT1C2P104T-EHumanEsophagusESCC9.45e-381.95e+000.0931
6819SULT1C2NAFLD1HumanLiverNAFLD5.05e-116.92e-01-0.04
6819SULT1C2HCC1_MengHumanLiverHCC4.60e-834.85e-010.0246
6819SULT1C2HCC2HumanLiverHCC2.55e-284.02e+000.5341
6819SULT1C2Pt14.aHumanLiverHCC1.98e-094.16e-010.0169
6819SULT1C2S014HumanLiverHCC2.34e-022.03e-010.2254
6819SULT1C2S015HumanLiverHCC8.36e-094.73e-010.2375
6819SULT1C2S016HumanLiverHCC1.06e-042.57e-010.2243
6819SULT1C2S027HumanLiverHCC5.52e-231.43e+000.2446
6819SULT1C2S028HumanLiverHCC4.20e-481.91e+000.2503
6819SULT1C2S029HumanLiverHCC2.74e-471.84e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00067904LiverNAFLDsulfur compound metabolic process58/1882339/187233.79e-059.38e-0458
GO:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
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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
SULT1C2SNVMissense_Mutationnovelc.556G>Ap.Asp186Asnp.D186NO00338protein_codingtolerated(0.15)benign(0.444)TCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SULT1C2SNVMissense_Mutationrs756399703c.586N>Ap.Asp196Asnp.D196NO00338protein_codingtolerated(0.09)benign(0.061)TCGA-BH-A1FR-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
SULT1C2SNVMissense_Mutationc.732N>Ap.Met244Ilep.M244IO00338protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SULT1C2insertionFrame_Shift_Insnovelc.211_212insACCTAAATAAGGTACATAGAGTCCATAGAp.Cys71TyrfsTer47p.C71Yfs*47O00338protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SULT1C2SNVMissense_Mutationc.127N>Tp.Leu43Phep.L43FO00338protein_codingtolerated(0.05)possibly_damaging(0.467)TCGA-AA-3968-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SULT1C2SNVMissense_Mutationrs112864909c.754N>Tp.Arg252Cysp.R252CO00338protein_codingdeleterious(0)benign(0.031)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SULT1C2SNVMissense_Mutationc.272N>Ap.Pro91Hisp.P91HO00338protein_codingdeleterious(0)benign(0.019)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SULT1C2SNVMissense_Mutationrs770292499c.235N>Tp.Arg79Cysp.R79CO00338protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SULT1C2SNVMissense_Mutationnovelc.743C>Ap.Pro248Hisp.P248HO00338protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SULT1C2SNVMissense_Mutationnovelc.522N>Ap.Phe174Leup.F174LO00338protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-A5-A2K5-01Endometriumuterine 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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