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: SELENON

Gene summary for SELENON

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SELENON

Gene ID

57190

Gene nameselenoprotein N
Gene AliasCFTD
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9NZV5


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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
57190SELENONHCC1HumanLiverHCC2.10e-062.33e+000.5336
57190SELENONHCC2HumanLiverHCC7.17e-152.16e+000.5341
57190SELENONS014HumanLiverHCC3.33e-154.29e-010.2254
57190SELENONS015HumanLiverHCC2.91e-144.22e-010.2375
57190SELENONS016HumanLiverHCC1.64e-184.40e-010.2243
57190SELENONS027HumanLiverHCC1.13e-074.95e-010.2446
57190SELENONS028HumanLiverHCC5.55e-246.67e-010.2503
57190SELENONS029HumanLiverHCC1.63e-277.53e-010.2581
57190SELENONmale-WTAHumanThyroidPTC1.65e-233.52e-010.1037
57190SELENONPTC01HumanThyroidPTC1.29e-071.74e-010.1899
57190SELENONPTC03HumanThyroidPTC1.35e-042.15e-010.1784
57190SELENONPTC04HumanThyroidPTC1.68e-152.57e-010.1927
57190SELENONPTC05HumanThyroidPTC1.25e-144.85e-010.2065
57190SELENONPTC06HumanThyroidPTC2.00e-327.06e-010.2057
57190SELENONPTC07HumanThyroidPTC6.99e-294.59e-010.2044
57190SELENONATC09HumanThyroidATC1.54e-165.59e-010.2871
57190SELENONATC11HumanThyroidATC9.20e-146.61e-010.3386
57190SELENONATC12HumanThyroidATC6.59e-213.54e-010.34
57190SELENONATC13HumanThyroidATC2.56e-355.79e-010.34
57190SELENONATC1HumanThyroidATC6.83e-176.27e-010.2878
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:005114617ThyroidATCstriated muscle cell differentiation119/6293283/187231.74e-038.70e-03119
GO:005500112ThyroidATCmuscle cell development81/6293184/187232.02e-039.60e-0381
GO:001482313ThyroidATCresponse to activity37/629376/187234.57e-031.89e-0237
GO:006053814ThyroidATCskeletal muscle organ development71/6293166/187238.39e-033.22e-0271
GO:000751913ThyroidATCskeletal muscle tissue development66/6293155/187231.20e-024.27e-0266
GO:1902882110ThyroidATCregulation of response to oxidative stress44/629398/187231.30e-024.55e-0244
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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
SELENONinsertionFrame_Shift_Insnovelc.277_278insGAGGCAACATTTGCACAGATGGp.Lys93ArgfsTer12p.K93Rfs*12Q9NZV5protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SELENONdeletionFrame_Shift_Delnovelc.1180delGp.Glu394SerfsTer?p.E394Sfs*?Q9NZV5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SELENONSNVMissense_Mutationrs775897489c.935N>Gp.Gln312Argp.Q312RQ9NZV5protein_codingdeleterious(0.01)benign(0.297)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SELENONSNVMissense_Mutationc.1711N>Ap.Ala571Thrp.A571TQ9NZV5protein_codingtolerated(0.41)benign(0.005)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SELENONSNVMissense_Mutationnovelc.770G>Ap.Ser257Asnp.S257NQ9NZV5protein_codingdeleterious(0.01)benign(0.398)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SELENONSNVMissense_Mutationnovelc.1159N>Ap.Asp387Asnp.D387NQ9NZV5protein_codingtolerated(0.11)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SELENONSNVMissense_Mutationc.886T>Cp.Phe296Leup.F296LQ9NZV5protein_codingdeleterious(0)probably_damaging(0.97)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
SELENONSNVMissense_Mutationrs556232275c.980N>Ap.Arg327Hisp.R327HQ9NZV5protein_codingtolerated(0.13)probably_damaging(0.996)TCGA-DC-4745-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
SELENONSNVMissense_Mutationnovelc.1663N>Ap.Glu555Lysp.E555KQ9NZV5protein_codingdeleterious_low_confidence(0.03)benign(0.009)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SELENONSNVMissense_Mutationc.713A>Gp.Asn238Serp.N238SQ9NZV5protein_codingtolerated(0.09)benign(0.111)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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