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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: HS3ST1

Gene summary for HS3ST1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HS3ST1

Gene ID

9957

Gene nameheparan sulfate-glucosamine 3-sulfotransferase 1
Gene Alias3OST
Cytomap4p15.33
Gene Typeprotein-coding
GO ID

GO:0006022

UniProtAcc

A0A024R9R4


Top

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
9957HS3ST1LZE8THumanEsophagusESCC3.07e-096.58e-010.067
9957HS3ST1LZE20THumanEsophagusESCC7.32e-054.63e-010.0662
9957HS3ST1LZE24THumanEsophagusESCC2.66e-054.10e-010.0596
9957HS3ST1P1T-EHumanEsophagusESCC2.79e-061.15e+000.0875
9957HS3ST1P2T-EHumanEsophagusESCC4.16e-072.80e-010.1177
9957HS3ST1P4T-EHumanEsophagusESCC1.85e-075.67e-020.1323
9957HS3ST1P5T-EHumanEsophagusESCC4.34e-044.07e-020.1327
9957HS3ST1P8T-EHumanEsophagusESCC8.80e-561.85e+000.0889
9957HS3ST1P10T-EHumanEsophagusESCC1.23e-131.69e-010.116
9957HS3ST1P11T-EHumanEsophagusESCC3.31e-064.47e-010.1426
9957HS3ST1P12T-EHumanEsophagusESCC3.32e-061.08e-020.1122
9957HS3ST1P16T-EHumanEsophagusESCC1.56e-215.62e-010.1153
9957HS3ST1P23T-EHumanEsophagusESCC2.37e-311.32e+000.108
9957HS3ST1P26T-EHumanEsophagusESCC7.86e-051.50e-020.1276
9957HS3ST1P27T-EHumanEsophagusESCC3.71e-101.50e-010.1055
9957HS3ST1P30T-EHumanEsophagusESCC1.74e-051.76e-010.137
9957HS3ST1P32T-EHumanEsophagusESCC3.79e-043.57e-020.1666
9957HS3ST1P37T-EHumanEsophagusESCC1.98e-131.34e-010.1371
9957HS3ST1P39T-EHumanEsophagusESCC1.84e-093.24e-010.0894
9957HS3ST1P40T-EHumanEsophagusESCC6.52e-032.01e-020.109
Page: 1 2 3 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0006024EsophagusESCCglycosaminoglycan biosynthetic process45/855275/187238.75e-033.08e-0245
GO:0006023EsophagusESCCaminoglycan biosynthetic process47/855279/187239.29e-033.23e-0247
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
HS3ST1SNVMissense_Mutationnovelc.716C>Tp.Pro239Leup.P239LO14792protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HS3ST1SNVMissense_Mutationnovelc.635T>Cp.Ile212Thrp.I212TO14792protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
HS3ST1SNVMissense_Mutationrs370389171c.859N>Ap.Glu287Lysp.E287KO14792protein_codingtolerated(0.72)benign(0.007)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
HS3ST1SNVMissense_Mutationrs370389171c.859N>Ap.Glu287Lysp.E287KO14792protein_codingtolerated(0.72)benign(0.007)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HS3ST1SNVMissense_Mutationrs570976366c.614G>Ap.Arg205Hisp.R205HO14792protein_codingtolerated(0.09)benign(0.343)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HS3ST1SNVMissense_Mutationnovelc.22N>Ap.Ala8Thrp.A8TO14792protein_codingtolerated(0.44)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HS3ST1SNVMissense_Mutationrs370389171c.859N>Ap.Glu287Lysp.E287KO14792protein_codingtolerated(0.72)benign(0.007)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HS3ST1SNVMissense_Mutationnovelc.835N>Ap.Pro279Thrp.P279TO14792protein_codingtolerated(0.17)benign(0.007)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HS3ST1SNVMissense_Mutationrs751861377c.791N>Ap.Arg264Hisp.R264HO14792protein_codingdeleterious(0.03)benign(0.327)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HS3ST1SNVMissense_Mutationc.365N>Tp.Ala122Valp.A122VO14792protein_codingdeleterious(0.01)probably_damaging(0.975)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

Top

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
Page: 1