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: SELENOF

Gene summary for SELENOF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SELENOF

Gene ID

9403

Gene nameselenoprotein F
Gene AliasSEP15
Cytomap1p22.3
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

O60613


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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
9403SELENOFHTA11_347_2000001011HumanColorectumAD5.55e-095.27e-01-0.1954
9403SELENOFHTA11_99999970781_79442HumanColorectumMSS3.84e-22-4.37e-010.294
9403SELENOFHTA11_99999965104_69814HumanColorectumMSS2.06e-07-4.37e-010.281
9403SELENOFHTA11_99999971662_82457HumanColorectumMSS6.91e-23-4.37e-010.3859
9403SELENOFHTA11_99999973899_84307HumanColorectumMSS2.50e-05-4.37e-010.2585
9403SELENOFHTA11_99999974143_84620HumanColorectumMSS2.11e-21-4.37e-010.3005
9403SELENOFA015-C-203HumanColorectumFAP2.50e-16-3.22e-01-0.1294
9403SELENOFA015-C-204HumanColorectumFAP4.42e-03-2.47e-01-0.0228
9403SELENOFA014-C-040HumanColorectumFAP3.40e-02-3.88e-01-0.1184
9403SELENOFA002-C-201HumanColorectumFAP5.99e-08-2.79e-010.0324
9403SELENOFA002-C-203HumanColorectumFAP1.12e-02-1.28e-010.2786
9403SELENOFA001-C-119HumanColorectumFAP2.91e-04-2.22e-01-0.1557
9403SELENOFA001-C-108HumanColorectumFAP1.70e-07-2.69e-01-0.0272
9403SELENOFA002-C-205HumanColorectumFAP1.85e-12-3.41e-01-0.1236
9403SELENOFA015-C-005HumanColorectumFAP1.72e-03-2.57e-01-0.0336
9403SELENOFA015-C-006HumanColorectumFAP1.12e-09-3.93e-01-0.0994
9403SELENOFA015-C-106HumanColorectumFAP8.27e-09-2.26e-01-0.0511
9403SELENOFA002-C-114HumanColorectumFAP3.43e-11-3.67e-01-0.1561
9403SELENOFA015-C-104HumanColorectumFAP9.78e-17-3.52e-01-0.1899
9403SELENOFA001-C-014HumanColorectumFAP6.95e-08-2.73e-010.0135
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0006457ColorectumADprotein folding73/3918212/187233.24e-069.10e-0573
GO:0006458ColorectumAD'de novo' protein folding20/391843/187231.53e-042.16e-0320
GO:0051084ColorectumAD'de novo' posttranslational protein folding18/391839/187233.66e-044.24e-0318
GO:00064572ColorectumMSSprotein folding71/3467212/187231.25e-075.91e-0671
GO:00064582ColorectumMSS'de novo' protein folding20/346743/187232.50e-055.21e-0420
GO:00510842ColorectumMSS'de novo' posttranslational protein folding18/346739/187237.19e-051.21e-0318
GO:00064574ColorectumFAPprotein folding44/2622212/187234.36e-032.98e-0244
GO:000645710EndometriumAEHprotein folding61/2100212/187231.86e-123.48e-1061
GO:000645810EndometriumAEH'de novo' protein folding15/210043/187233.76e-056.53e-0415
GO:005108410EndometriumAEH'de novo' posttranslational protein folding13/210039/187232.08e-042.58e-0313
GO:000645715EndometriumEECprotein folding63/2168212/187236.82e-131.40e-1063
GO:000645815EndometriumEEC'de novo' protein folding15/216843/187235.48e-058.64e-0415
GO:005108415EndometriumEEC'de novo' posttranslational protein folding13/216839/187232.87e-043.23e-0313
GO:000645720EsophagusHGINprotein folding75/2587212/187231.61e-153.86e-1375
GO:000645820EsophagusHGIN'de novo' protein folding19/258743/187231.25e-064.83e-0519
GO:005108420EsophagusHGIN'de novo' posttranslational protein folding16/258739/187232.70e-057.03e-0416
GO:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:0006458110EsophagusESCC'de novo' protein folding36/855243/187232.90e-074.20e-0636
GO:0051084110EsophagusESCC'de novo' posttranslational protein folding32/855239/187233.27e-063.65e-0532
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
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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
SELENOFSNVMissense_Mutationrs375315291c.23N>Tp.Pro8Leup.P8Lprotein_codingtolerated_low_confidence(0.24)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SELENOFSNVMissense_Mutationnovelc.92N>Tp.Ala31Valp.A31Vprotein_codingtolerated(0.42)benign(0.001)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SELENOFSNVMissense_Mutationnovelc.337N>Tp.Pro113Serp.P113Sprotein_codingdeleterious(0.01)possibly_damaging(0.617)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SELENOFSNVMissense_Mutationc.463G>Cp.Glu155Glnp.E155Qprotein_codingtolerated(0.11)probably_damaging(0.987)TCGA-95-7944-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
SELENOFSNVMissense_Mutationnovelc.40C>Tp.Pro14Serp.P14Sprotein_codingdeleterious_low_confidence(0)benign(0.006)TCGA-XK-AAIW-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
SELENOFSNVMissense_Mutationnovelc.449N>Gp.Asn150Serp.N150Sprotein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-VQ-A8P2-01Stomachstomach adenocarcinomaMale>=65III/IVUnspecificComplete Response
SELENOFSNVMissense_Mutationnovelc.443N>Gp.Lys148Argp.K148Rprotein_codingtolerated(0.07)probably_damaging(0.996)TCGA-VQ-A8PO-01Stomachstomach adenocarcinomaMale>=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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