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:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:001407421LiverHCCresponse to purine-containing compound84/7958148/187233.19e-042.26e-0384
GO:00987272LiverHCCmaintenance of cell number77/7958134/187233.32e-042.33e-0377
GO:00310992LiverHCCregeneration107/7958198/187236.67e-044.12e-03107
GO:00148231LiverHCCresponse to activity45/795876/187232.42e-031.18e-0245
GO:003032311LiverHCCrespiratory tube development95/7958181/187234.15e-031.81e-0295
GO:190288212LiverHCCregulation of response to oxidative stress55/795898/187234.46e-031.93e-0255
GO:00432791LiverHCCresponse to alkaloid62/7958115/187238.79e-033.42e-0262
GO:003032411LiverHCClung development91/7958177/187231.01e-023.80e-0291
GO:0006979113ThyroidPTCresponse to oxidative stress234/5968446/187236.97e-209.77e-18234
GO:0062197113ThyroidPTCcellular response to chemical stress180/5968337/187231.36e-161.16e-14180
GO:0034599113ThyroidPTCcellular response to oxidative stress151/5968288/187232.82e-131.43e-11151
GO:0051235112ThyroidPTCmaintenance of location148/5968327/187232.30e-074.07e-06148
GO:0051651113ThyroidPTCmaintenance of location in cell100/5968214/187233.65e-064.67e-05100
GO:009872710ThyroidPTCmaintenance of cell number63/5968134/187231.73e-041.32e-0363
GO:003032317ThyroidPTCrespiratory tube development80/5968181/187233.23e-042.23e-0380
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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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