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: SOSTDC1

Gene summary for SOSTDC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SOSTDC1

Gene ID

25928

Gene namesclerostin domain containing 1
Gene AliasCDA019
Cytomap7p21.2
Gene Typeprotein-coding
GO ID

GO:0001942

UniProtAcc

A4D125


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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
25928SOSTDC1P2T-EHumanEsophagusESCC2.91e-236.07e-010.1177
25928SOSTDC1P10T-EHumanEsophagusESCC1.37e-1052.64e+000.116
25928SOSTDC1P12T-EHumanEsophagusESCC1.57e-227.05e-010.1122
25928SOSTDC1P15T-EHumanEsophagusESCC1.70e-201.26e+000.1149
25928SOSTDC1P16T-EHumanEsophagusESCC7.46e-1033.15e+000.1153
25928SOSTDC1P20T-EHumanEsophagusESCC8.03e-211.04e+000.1124
25928SOSTDC1P22T-EHumanEsophagusESCC1.68e-311.08e+000.1236
25928SOSTDC1P26T-EHumanEsophagusESCC9.11e-183.58e-010.1276
25928SOSTDC1P27T-EHumanEsophagusESCC6.35e-084.28e-010.1055
25928SOSTDC1P30T-EHumanEsophagusESCC3.93e-301.79e+000.137
25928SOSTDC1P31T-EHumanEsophagusESCC1.35e-1134.31e+000.1251
25928SOSTDC1P32T-EHumanEsophagusESCC2.55e-053.97e-010.1666
25928SOSTDC1P36T-EHumanEsophagusESCC1.77e-045.37e-010.1187
25928SOSTDC1P37T-EHumanEsophagusESCC9.63e-206.42e-010.1371
25928SOSTDC1P49T-EHumanEsophagusESCC4.18e-059.26e-010.1768
25928SOSTDC1P56T-EHumanEsophagusESCC3.95e-153.57e+000.1613
25928SOSTDC1P57T-EHumanEsophagusESCC2.18e-021.73e-010.0926
25928SOSTDC1P61T-EHumanEsophagusESCC2.26e-135.41e-010.099
25928SOSTDC1P62T-EHumanEsophagusESCC4.80e-281.37e+000.1302
25928SOSTDC1P74T-EHumanEsophagusESCC1.79e-083.44e-010.1479
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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: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: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:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
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
GO:00611807EsophagusESCCmammary gland epithelium development43/855267/187231.73e-037.97e-0343
GO:00301788EsophagusESCCnegative regulation of Wnt signaling pathway97/8552170/187231.81e-038.31e-0397
GO:00454454EsophagusESCCmyoblast differentiation52/855284/187231.98e-038.90e-0352
GO:00423033EsophagusESCCmolting cycle64/8552107/187232.24e-039.85e-0364
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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
SOSTDC1SNVMissense_Mutationnovelc.399N>Gp.Cys133Trpp.C133WQ6X4U4protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A1FH-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SOSTDC1insertionFrame_Shift_Insnovelc.116_117insAGp.Pro41PhefsTer11p.P41Ffs*11Q6X4U4protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SOSTDC1insertionNonsense_Mutationnovelc.115_116insTGTACAAGTAAAACACACTTACTGTTCCGATCCAGTCp.Pro39LeufsTer4p.P39Lfs*4Q6X4U4protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SOSTDC1SNVMissense_Mutationrs770948074c.458N>Ap.Arg153Hisp.R153HQ6X4U4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SOSTDC1SNVMissense_Mutationrs367980297c.416G>Ap.Arg139Hisp.R139HQ6X4U4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SOSTDC1SNVMissense_Mutationrs770948074c.458G>Ap.Arg153Hisp.R153HQ6X4U4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D1-A15X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SOSTDC1SNVMissense_Mutationrs367980297c.416G>Ap.Arg139Hisp.R139HQ6X4U4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D1-A16Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SOSTDC1SNVMissense_Mutationnovelc.59N>Ap.Ser20Asnp.S20NQ6X4U4protein_codingtolerated(0.16)benign(0.229)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SOSTDC1SNVMissense_Mutationnovelc.406N>Tp.Asp136Tyrp.D136YQ6X4U4protein_codingtolerated(0.06)probably_damaging(0.996)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
SOSTDC1SNVMissense_Mutationnovelc.193N>Ap.Leu65Metp.L65MQ6X4U4protein_codingtolerated(0.22)benign(0.007)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
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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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