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: SELENOO

Gene summary for SELENOO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SELENOO

Gene ID

83642

Gene nameselenoprotein O
Gene AliasSELO
Cytomap22q13.33
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9BVL4


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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
83642SELENOONAFLD1HumanLiverNAFLD8.77e-128.30e-01-0.04
83642SELENOOS43HumanLiverCirrhotic1.90e-03-1.16e-01-0.0187
83642SELENOOHCC1_MengHumanLiverHCC1.07e-06-1.56e-010.0246
83642SELENOOHCC2_MengHumanLiverHCC2.30e-06-1.56e-010.0107
83642SELENOOcirrhotic1HumanLiverCirrhotic1.07e-06-1.56e-010.0202
83642SELENOOcirrhotic2HumanLiverCirrhotic2.30e-06-1.56e-010.0201
83642SELENOOcirrhotic3HumanLiverCirrhotic5.80e-03-1.56e-010.0215
83642SELENOOHCC1HumanLiverHCC8.34e-123.42e+000.5336
83642SELENOOHCC2HumanLiverHCC2.98e-073.61e+000.5341
83642SELENOOPt13.aHumanLiverHCC2.30e-06-1.56e-010.021
83642SELENOOPt13.bHumanLiverHCC3.53e-02-1.56e-010.0251
83642SELENOOPt14.dHumanLiverHCC1.07e-06-1.56e-010.0143
83642SELENOOS014HumanLiverHCC1.84e-074.17e-010.2254
83642SELENOOS015HumanLiverHCC5.15e-064.54e-010.2375
83642SELENOOS016HumanLiverHCC4.83e-063.80e-010.2243
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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
∗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
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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
SELENOOSNVMissense_Mutationrs750808619c.1138N>Ap.Glu380Lysp.E380Kprotein_codingtolerated(0.11)benign(0.067)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SELENOOSNVMissense_Mutationnovelc.1140N>Tp.Glu380Aspp.E380Dprotein_codingtolerated(0.23)benign(0.006)TCGA-A2-A0YT-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
SELENOOSNVMissense_Mutationc.736C>Tp.Arg246Cysp.R246Cprotein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SELENOOdeletionFrame_Shift_Delnovelc.1207delGp.Glu403ArgfsTer47p.E403Rfs*47protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SELENOOSNVMissense_Mutationrs201408834c.658N>Ap.Val220Ilep.V220Iprotein_codingtolerated(0.2)benign(0.416)TCGA-MA-AA3X-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
SELENOOSNVMissense_Mutationrs540758475c.1843N>Ap.Glu615Lysp.E615Kprotein_codingtolerated(0.08)benign(0.141)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SELENOOSNVMissense_Mutationrs766822774c.805C>Tp.Arg269Cysp.R269Cprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SELENOOSNVMissense_Mutationc.1225G>Ap.Glu409Lysp.E409Kprotein_codingtolerated(0.32)benign(0.179)TCGA-AA-3848-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SELENOOSNVMissense_Mutationc.1290N>Tp.Gln430Hisp.Q430Hprotein_codingtolerated(0.18)benign(0.043)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SELENOOSNVMissense_Mutationrs755927400c.953C>Tp.Thr318Metp.T318Mprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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