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: SOST

Gene summary for SOST

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SOST

Gene ID

50964

Gene namesclerostin
Gene AliasCDD
Cytomap17q21.31
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9BQB4


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
50964SOSTLZE2THumanEsophagusESCC2.18e-044.66e-010.082
50964SOSTLZE4THumanEsophagusESCC1.47e-074.66e-010.0811
50964SOSTP9T-EHumanEsophagusESCC1.34e-083.02e-010.1131
50964SOSTP10T-EHumanEsophagusESCC1.69e-1162.72e+000.116
50964SOSTP12T-EHumanEsophagusESCC6.38e-317.78e-010.1122
50964SOSTP20T-EHumanEsophagusESCC9.73e-301.11e+000.1124
50964SOSTP22T-EHumanEsophagusESCC4.41e-072.06e-010.1236
50964SOSTP30T-EHumanEsophagusESCC6.41e-462.58e+000.137
50964SOSTP52T-EHumanEsophagusESCC1.88e-042.56e-010.1555
50964SOSTP56T-EHumanEsophagusESCC2.13e-213.65e+000.1613
50964SOSTP61T-EHumanEsophagusESCC9.48e-226.14e-010.099
50964SOSTP62T-EHumanEsophagusESCC8.84e-381.45e+000.1302
50964SOSTP79T-EHumanEsophagusESCC7.90e-031.61e-010.1154
50964SOSTP104T-EHumanEsophagusESCC5.97e-093.87e-010.0931
Page: 1 

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
∗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:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:003011117EsophagusESCCregulation of Wnt signaling pathway194/8552328/187235.39e-077.14e-06194
GO:006007016EsophagusESCCcanonical Wnt signaling pathway180/8552303/187239.15e-071.17e-05180
GO:006082817EsophagusESCCregulation of canonical Wnt signaling pathway153/8552253/187231.38e-061.67e-05153
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:002261216EsophagusESCCgland morphogenesis78/8552118/187235.83e-066.03e-0578
GO:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
GO:003087914EsophagusESCCmammary gland development85/8552137/187238.11e-056.01e-0485
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:00224043EsophagusESCCmolting cycle process53/855284/187239.62e-044.88e-0353
GO:00224053EsophagusESCChair cycle process53/855284/187239.62e-044.88e-0353
GO:0001942EsophagusESCChair follicle development51/855281/187231.27e-036.14e-0351
GO:0098773EsophagusESCCskin epidermis development53/855285/187231.43e-036.77e-0353
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0492816EsophagusESCCParathyroid hormone synthesis, secretion and action66/4205106/84655.86e-031.47e-027.51e-0366
hsa0492817EsophagusESCCParathyroid hormone synthesis, secretion and action66/4205106/84655.86e-031.47e-027.51e-0366
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
SOSTSNVMissense_Mutationnovelc.94G>Tp.Asp32Tyrp.D32YQ9BQB4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3867-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
SOSTSNVMissense_Mutationrs200581535c.101N>Tp.Thr34Metp.T34MQ9BQB4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SOSTSNVMissense_Mutationrs541123476c.176N>Tp.Ala59Valp.A59VQ9BQB4protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SOSTSNVMissense_Mutationrs750840300c.172N>Tp.Arg58Trpp.R58WQ9BQB4protein_codingdeleterious(0)possibly_damaging(0.872)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SOSTSNVMissense_Mutationrs770960308c.83N>Tp.Ala28Valp.A28VQ9BQB4protein_codingtolerated(0.49)benign(0.006)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SOSTSNVMissense_Mutationnovelc.96T>Ap.Asp32Glup.D32EQ9BQB4protein_codingdeleterious(0)probably_damaging(0.977)TCGA-BW-A5NP-01Liverliver hepatocellular carcinomaFemale<65III/IVTargeted Molecular therapysorafenibPD
SOSTSNVMissense_Mutationnovelc.522N>Ap.His174Glnp.H174QQ9BQB4protein_codingdeleterious(0.03)benign(0.432)TCGA-05-4424-01Lunglung adenocarcinomaMale>=65I/IITargeted Molecular therapyerlotinibSD
SOSTSNVMissense_Mutationc.458C>Tp.Ala153Valp.A153VQ9BQB4protein_codingdeleterious(0.02)benign(0.04)TCGA-78-7220-01Lunglung adenocarcinomaFemale<65III/IVUnknownUnknownPD
SOSTSNVMissense_Mutationc.457G>Ap.Ala153Thrp.A153TQ9BQB4protein_codingtolerated(1)benign(0.001)TCGA-78-7220-01Lunglung adenocarcinomaFemale<65III/IVUnknownUnknownPD
SOSTSNVMissense_Mutationrs762683331c.115G>Ap.Glu39Lysp.E39KQ9BQB4protein_codingtolerated(0.15)benign(0.124)TCGA-95-7039-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 

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
50964SOSTDRUGGABLE GENOMELY2541546
50964SOSTDRUGGABLE GENOMEinhibitorCHEMBL1742993BLOSOZUMAB
50964SOSTDRUGGABLE GENOMEBPS-804SETRUSUMAB
50964SOSTDRUGGABLE GENOMEinhibitorCHEMBL2107874ROMOSOZUMAB
50964SOSTDRUGGABLE GENOMEAMG 16723807838
50964SOSTDRUGGABLE GENOMERomosozumabROMOSOZUMAB
Page: 1