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: ST3GAL3

Gene summary for ST3GAL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ST3GAL3

Gene ID

6487

Gene nameST3 beta-galactoside alpha-2,3-sialyltransferase 3
Gene AliasDEE15
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0001573

UniProtAcc

Q11203


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
6487ST3GAL3LZE4THumanEsophagusESCC1.05e-061.68e-010.0811
6487ST3GAL3LZE7THumanEsophagusESCC4.41e-063.68e-010.0667
6487ST3GAL3LZE24THumanEsophagusESCC8.55e-071.77e-010.0596
6487ST3GAL3P2T-EHumanEsophagusESCC2.20e-172.62e-010.1177
6487ST3GAL3P4T-EHumanEsophagusESCC3.22e-101.48e-010.1323
6487ST3GAL3P5T-EHumanEsophagusESCC3.97e-041.08e-010.1327
6487ST3GAL3P9T-EHumanEsophagusESCC1.21e-071.93e-010.1131
6487ST3GAL3P10T-EHumanEsophagusESCC2.13e-274.09e-010.116
6487ST3GAL3P11T-EHumanEsophagusESCC3.50e-092.51e-010.1426
6487ST3GAL3P12T-EHumanEsophagusESCC3.95e-305.01e-010.1122
6487ST3GAL3P15T-EHumanEsophagusESCC3.45e-234.29e-010.1149
6487ST3GAL3P16T-EHumanEsophagusESCC3.13e-091.52e-010.1153
6487ST3GAL3P17T-EHumanEsophagusESCC6.98e-071.91e-010.1278
6487ST3GAL3P19T-EHumanEsophagusESCC3.44e-052.67e-010.1662
6487ST3GAL3P20T-EHumanEsophagusESCC6.41e-122.17e-010.1124
6487ST3GAL3P21T-EHumanEsophagusESCC7.98e-132.46e-010.1617
6487ST3GAL3P22T-EHumanEsophagusESCC9.56e-081.46e-010.1236
6487ST3GAL3P23T-EHumanEsophagusESCC3.62e-112.13e-010.108
6487ST3GAL3P24T-EHumanEsophagusESCC1.96e-051.21e-010.1287
6487ST3GAL3P26T-EHumanEsophagusESCC4.24e-183.17e-010.1276
Page: 1 2 3 4 

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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:001908017EsophagusESCCviral gene expression80/855294/187232.04e-151.28e-1380
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00442725EsophagusESCCsulfur compound biosynthetic process96/8552148/187231.86e-062.16e-0596
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00190826EsophagusESCCviral protein processing24/855229/187234.50e-053.55e-0424
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
GO:19035092EsophagusESCCliposaccharide metabolic process63/8552101/187235.25e-042.90e-0363
GO:00301481EsophagusESCCsphingolipid biosynthetic process62/8552103/187232.10e-039.38e-0362
GO:00066721EsophagusESCCceramide metabolic process61/8552102/187232.82e-031.19e-0261
GO:0009247EsophagusESCCglycolipid biosynthetic process42/855268/187235.48e-032.05e-0242
GO:0046513EsophagusESCCceramide biosynthetic process40/855265/187237.25e-032.63e-0240
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005136EsophagusESCCVarious types of N-glycan biosynthesis31/420542/84651.23e-033.78e-031.93e-0331
hsa0051313EsophagusESCCVarious types of N-glycan biosynthesis31/420542/84651.23e-033.78e-031.93e-0331
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
ST3GAL3SNVMissense_Mutationrs376537870c.494N>Tp.Thr165Metp.T165MQ11203protein_codingdeleterious(0.01)probably_damaging(0.921)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
ST3GAL3SNVMissense_Mutationc.352N>Gp.Leu118Valp.L118VQ11203protein_codingtolerated_low_confidence(0.53)benign(0)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ST3GAL3SNVMissense_Mutationc.640N>Cp.Glu214Glnp.E214QQ11203protein_codingtolerated(0.06)benign(0.138)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
ST3GAL3SNVMissense_Mutationc.878N>Ap.Ser293Tyrp.S293YQ11203protein_codingdeleterious(0)probably_damaging(0.986)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
ST3GAL3SNVMissense_Mutationnovelc.88N>Gp.Leu30Valp.L30VQ11203protein_codingdeleterious_low_confidence(0)possibly_damaging(0.89)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ST3GAL3SNVMissense_Mutationrs767429776c.815N>Tp.Thr272Metp.T272MQ11203protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ST3GAL3deletionFrame_Shift_Delnovelc.132_156delCTCTAGCTCACCCCAGGAGAAGCCTp.His44GlnfsTer17p.H44Qfs*17Q11203protein_codingTCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
ST3GAL3SNVMissense_Mutationc.467N>Gp.Lys156Argp.K156RQ11203protein_codingtolerated(0.69)benign(0.327)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ST3GAL3SNVMissense_Mutationc.1225C>Tp.Arg409Cysp.R409CQ11203protein_codingtolerated(0.16)probably_damaging(0.921)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ST3GAL3SNVMissense_Mutationc.1225C>Tp.Arg409Cysp.R409CQ11203protein_codingtolerated(0.16)probably_damaging(0.921)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 

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