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: SULT2B1

Gene summary for SULT2B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SULT2B1

Gene ID

6820

Gene namesulfotransferase family 2B member 1
Gene AliasARCI14
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

O00204


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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
6820SULT2B1LZE5THumanEsophagusESCC1.40e-065.04e-010.0514
6820SULT2B1P4T-EHumanEsophagusESCC3.78e-041.52e-010.1323
6820SULT2B1P8T-EHumanEsophagusESCC6.36e-701.63e+000.0889
6820SULT2B1P12T-EHumanEsophagusESCC3.50e-021.02e-010.1122
6820SULT2B1P26T-EHumanEsophagusESCC1.78e-031.48e-010.1276
6820SULT2B1P27T-EHumanEsophagusESCC4.17e-058.49e-020.1055
6820SULT2B1P28T-EHumanEsophagusESCC1.30e-154.48e-010.1149
6820SULT2B1P47T-EHumanEsophagusESCC2.81e-022.35e-010.1067
6820SULT2B1P48T-EHumanEsophagusESCC3.50e-021.05e-010.0959
6820SULT2B1P49T-EHumanEsophagusESCC7.48e-033.94e-010.1768
6820SULT2B1P54T-EHumanEsophagusESCC2.75e-031.93e-010.0975
6820SULT2B1P65T-EHumanEsophagusESCC1.47e-051.83e-010.0978
6820SULT2B1P74T-EHumanEsophagusESCC2.66e-021.18e-010.1479
6820SULT2B1P75T-EHumanEsophagusESCC9.78e-307.15e-010.1125
6820SULT2B1P82T-EHumanEsophagusESCC1.13e-104.90e-010.1072
6820SULT2B1P89T-EHumanEsophagusESCC4.36e-042.87e-010.1752
6820SULT2B1P127T-EHumanEsophagusESCC3.49e-031.01e-010.0826
6820SULT2B1C43HumanOral cavityOSCC4.19e-308.30e-010.1704
6820SULT2B1C57HumanOral cavityOSCC2.07e-421.98e+000.1679
6820SULT2B1SYSMH3HumanOral cavityOSCC1.23e-082.27e-010.2442
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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
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.

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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:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0019693111EsophagusESCCribose phosphate metabolic process234/8552396/187234.24e-087.76e-07234
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
GO:0072521111EsophagusESCCpurine-containing compound metabolic process238/8552416/187231.20e-061.49e-05238
GO:0009150111EsophagusESCCpurine ribonucleotide metabolic process213/8552368/187231.40e-061.69e-05213
GO:0006163111EsophagusESCCpurine nucleotide metabolic process226/8552396/187232.81e-063.21e-05226
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00456826EsophagusESCCregulation of epidermis development46/855265/187233.65e-052.97e-0446
GO:00456046EsophagusESCCregulation of epidermal cell differentiation41/855258/187231.00e-047.10e-0441
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00338655EsophagusESCCnucleoside bisphosphate metabolic process77/8552128/187236.71e-043.55e-0377
GO:00338755EsophagusESCCribonucleoside bisphosphate metabolic process77/8552128/187236.71e-043.55e-0377
GO:00340325EsophagusESCCpurine nucleoside bisphosphate metabolic process77/8552128/187236.71e-043.55e-0377
GO:00456841EsophagusESCCpositive regulation of epidermis development23/855232/187232.43e-031.06e-0223
GO:00456061EsophagusESCCpositive regulation of epidermal cell differentiation20/855227/187232.61e-031.11e-0220
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
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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
SULT2B1SNVMissense_Mutationc.806G>Ap.Arg269Hisp.R269HO00204protein_codingtolerated(0.47)benign(0.005)TCGA-D8-A27L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycin+cuclophosphamideSD
SULT2B1SNVMissense_Mutationnovelc.1021C>Tp.Arg341Cysp.R341CO00204protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-OL-A5S0-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxolCR
SULT2B1insertionIn_Frame_Insnovelc.463_464insGGGATTACAGGCGCCTACCACCATGCCCAGp.Ser155delinsTrpAspTyrArgArgLeuProProCysProAlap.S155delinsWDYRRLPPCPAO00204protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SULT2B1SNVMissense_Mutationc.747N>Ap.Met249Ilep.M249IO00204protein_codingdeleterious(0)probably_damaging(0.995)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SULT2B1SNVMissense_Mutationc.315N>Cp.Glu105Aspp.E105DO00204protein_codingdeleterious(0.02)probably_damaging(0.933)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SULT2B1SNVMissense_Mutationc.883C>Tp.Arg295Cysp.R295CO00204protein_codingdeleterious(0.03)probably_damaging(0.948)TCGA-LP-A5U3-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SULT2B1SNVMissense_Mutationc.893N>Ap.Arg298Hisp.R298HO00204protein_codingdeleterious(0.05)probably_damaging(0.929)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SULT2B1SNVMissense_Mutationc.380C>Tp.Pro127Leup.P127LO00204protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SULT2B1SNVMissense_Mutationc.265C>Ap.Pro89Thrp.P89TO00204protein_codingtolerated(0.08)probably_damaging(0.91)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SULT2B1SNVMissense_Mutationnovelc.1051N>Ap.Pro351Thrp.P351TO00204protein_codingdeleterious_low_confidence(0)benign(0.08)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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
6820SULT2B1ENZYME, DRUGGABLE GENOMEcytarabineCYTARABINE22584460
6820SULT2B1ENZYME, DRUGGABLE GENOMEidarubicinIDARUBICIN22584460
6820SULT2B1ENZYME, DRUGGABLE GENOMEgemtuzumab ozogamicin22584460
6820SULT2B1ENZYME, DRUGGABLE GENOMEanthracyclines and related substances23441093,21900104
6820SULT2B1ENZYME, DRUGGABLE GENOMEfludarabineFLUDARABINE22584460
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