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: ST20

Gene summary for ST20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ST20

Gene ID

400410

Gene namesuppressor of tumorigenicity 20
Gene AliasHCCS-1
Cytomap15q25.1
Gene TypencRNA
GO ID

GO:0000737

UniProtAcc

NA


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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
400410ST20C04HumanOral cavityOSCC3.38e-185.91e-010.2633
400410ST20C21HumanOral cavityOSCC5.13e-143.73e-010.2678
400410ST20C30HumanOral cavityOSCC9.34e-461.31e+000.3055
400410ST20C38HumanOral cavityOSCC7.85e-085.78e-010.172
400410ST20C43HumanOral cavityOSCC3.84e-184.16e-010.1704
400410ST20C46HumanOral cavityOSCC1.83e-173.19e-010.1673
400410ST20C51HumanOral cavityOSCC8.14e-154.50e-010.2674
400410ST20C57HumanOral cavityOSCC2.01e-021.29e-010.1679
400410ST20C06HumanOral cavityOSCC3.91e-068.02e-010.2699
400410ST20C08HumanOral cavityOSCC1.29e-112.90e-010.1919
400410ST20C09HumanOral cavityOSCC9.81e-051.67e-010.1431
400410ST20LN22HumanOral cavityOSCC8.56e-055.61e-010.1733
400410ST20LN46HumanOral cavityOSCC3.95e-021.97e-010.1666
400410ST20LP17HumanOral cavityLP3.34e-021.99e-010.2349
400410ST20SYSMH1HumanOral cavityOSCC1.14e-051.47e-010.1127
400410ST20SYSMH2HumanOral cavityOSCC8.20e-062.15e-010.2326
400410ST20SYSMH3HumanOral cavityOSCC2.55e-092.15e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:000989620Oral cavityOSCCpositive regulation of catabolic process307/7305492/187232.29e-267.64e-24307
GO:003133120Oral cavityOSCCpositive regulation of cellular catabolic process273/7305427/187236.39e-262.02e-23273
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
GO:003465517Oral cavityOSCCnucleobase-containing compound catabolic process244/7305407/187235.38e-185.49e-16244
GO:200011620Oral cavityOSCCregulation of cysteine-type endopeptidase activity152/7305235/187231.14e-158.13e-14152
GO:004670015Oral cavityOSCCheterocycle catabolic process254/7305445/187235.07e-153.31e-13254
GO:004328120Oral cavityOSCCregulation of cysteine-type endopeptidase activity involved in apoptotic process137/7305209/187235.94e-153.80e-13137
GO:004427016Oral cavityOSCCcellular nitrogen compound catabolic process256/7305451/187239.67e-155.88e-13256
GO:001943915Oral cavityOSCCaromatic compound catabolic process263/7305467/187231.49e-148.84e-13263
GO:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:190136115Oral cavityOSCCorganic cyclic compound catabolic process272/7305495/187232.73e-131.36e-11272
GO:005105210Oral cavityOSCCregulation of DNA metabolic process207/7305359/187234.45e-132.17e-11207
GO:005254720Oral cavityOSCCregulation of peptidase activity255/7305461/187235.78e-132.75e-11255
GO:005105414Oral cavityOSCCpositive regulation of DNA metabolic process126/7305201/187238.12e-123.01e-10126
GO:00094114Oral cavityOSCCresponse to UV99/7305149/187231.01e-113.70e-1099
GO:000155816Oral cavityOSCCregulation of cell growth228/7305414/187231.74e-116.09e-10228
GO:001095220Oral cavityOSCCpositive regulation of peptidase activity123/7305197/187232.12e-117.21e-10123
GO:005254820Oral cavityOSCCregulation of endopeptidase activity235/7305432/187234.35e-111.40e-09235
GO:007121416Oral cavityOSCCcellular response to abiotic stimulus186/7305331/187231.38e-104.10e-09186
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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
ST20SNVMissense_Mutationnovelc.231N>Ap.Phe77Leup.F77LQ9HBF5protein_codingdeleterious_low_confidence(0)benign(0.007)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ST20SNVMissense_Mutationc.184G>Ap.Gly62Serp.G62SQ9HBF5protein_codingtolerated_low_confidence(0.21)benign(0.042)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ST20insertionIn_Frame_Insnovelc.98_99insTTATTTAAAAGTp.Leu33_Glu34insTyrLeuLysValp.L33_E34insYLKVQ9HBF5protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ST20SNVMissense_Mutationc.190A>Tp.Ile64Phep.I64FQ9HBF5protein_codingtolerated_low_confidence(0.15)benign(0.199)TCGA-AP-A1DR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
ST20SNVMissense_Mutationnovelc.110N>Ap.Gly37Glup.G37EQ9HBF5protein_codingdeleterious_low_confidence(0)possibly_damaging(0.767)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ST20SNVMissense_Mutationnovelc.162N>Tp.Lys54Asnp.K54NQ9HBF5protein_codingdeleterious_low_confidence(0.01)benign(0.242)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ST20SNVMissense_Mutationnovelc.52G>Ap.Gly18Serp.G18SQ9HBF5protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
ST20SNVMissense_Mutationc.190N>Cp.Ile64Leup.I64LQ9HBF5protein_codingtolerated_low_confidence(0.64)benign(0)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ST20SNVMissense_Mutationnovelc.63N>Tp.Lys21Asnp.K21NQ9HBF5protein_codingdeleterious_low_confidence(0)possibly_damaging(0.782)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
ST20SNVMissense_Mutationc.184N>Ap.Gly62Serp.G62SQ9HBF5protein_codingtolerated_low_confidence(0.21)benign(0.042)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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