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: SELENOM

Gene summary for SELENOM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SELENOM

Gene ID

140606

Gene nameselenoprotein M
Gene AliasSELM
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q8WWX9


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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
140606SELENOMGSM4909281HumanBreastIDC1.02e-761.16e+000.21
140606SELENOMGSM4909282HumanBreastIDC1.40e-195.49e-01-0.0288
140606SELENOMGSM4909285HumanBreastIDC7.83e-306.33e-010.21
140606SELENOMGSM4909286HumanBreastIDC1.05e-231.76e-010.1081
140606SELENOMGSM4909287HumanBreastIDC1.03e-257.66e-010.2057
140606SELENOMGSM4909289HumanBreastIDC3.35e-036.08e-010.1064
140606SELENOMGSM4909290HumanBreastIDC1.61e-053.22e-010.2096
140606SELENOMGSM4909291HumanBreastIDC3.40e-228.18e-010.1753
140606SELENOMGSM4909293HumanBreastIDC9.64e-315.78e-010.1581
140606SELENOMGSM4909294HumanBreastIDC3.68e-03-3.49e-010.2022
140606SELENOMGSM4909296HumanBreastIDC8.50e-064.40e-010.1524
140606SELENOMGSM4909297HumanBreastIDC2.16e-042.08e-010.1517
140606SELENOMGSM4909298HumanBreastIDC1.26e-194.51e-010.1551
140606SELENOMGSM4909299HumanBreastIDC8.89e-286.07e-010.035
140606SELENOMGSM4909300HumanBreastIDC2.33e-065.25e-010.0334
140606SELENOMGSM4909301HumanBreastIDC7.38e-08-3.74e-010.1577
140606SELENOMGSM4909302HumanBreastIDC1.20e-135.83e-010.1545
140606SELENOMGSM4909304HumanBreastIDC7.39e-539.44e-010.1636
140606SELENOMGSM4909305HumanBreastIDC3.19e-216.26e-010.0436
140606SELENOMGSM4909306HumanBreastIDC5.54e-611.03e+000.1564
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00102693BreastPrecancerresponse to selenium ion4/108011/187232.62e-032.34e-024
GO:00102691BreastIDCresponse to selenium ion6/143411/187236.59e-051.35e-036
GO:00102692BreastDCISresponse to selenium ion6/139011/187235.53e-051.12e-036
GO:0061448EndometriumAEHconnective tissue development44/2100252/187231.92e-031.51e-0244
GO:00614481EndometriumEECconnective tissue development44/2168252/187233.51e-032.36e-0244
GO:00352647EsophagusESCCmulticellular organism growth80/8552132/187233.84e-042.22e-0380
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:003526421LiverHCCmulticellular organism growth70/7958132/187239.29e-033.57e-0270
GO:00352644LungIACmulticellular organism growth25/2061132/187234.69e-033.68e-0225
GO:00352645ProstateBPHmulticellular organism growth36/3107132/187231.31e-037.90e-0336
GO:003526412ProstateTumormulticellular organism growth36/3246132/187232.85e-031.55e-0236
GO:00102694ProstateTumorresponse to selenium ion6/324611/187235.63e-032.63e-026
GO:00614483SkinAKconnective tissue development40/1910252/187233.17e-031.95e-0240
GO:00102695SkinSCCISresponse to selenium ion4/91911/187231.44e-031.63e-024
GO:006144811SkinSCCISconnective tissue development22/919252/187236.57e-034.89e-0222
GO:00352648ThyroidPTCmulticellular organism growth56/5968132/187236.79e-032.92e-0256
GO:00614484ThyroidATCconnective tissue development112/6293252/187232.08e-041.38e-03112
GO:003526414ThyroidATCmulticellular organism growth61/6293132/187231.73e-038.66e-0361
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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
SELENOMSNVMissense_Mutationc.263G>Ap.Arg88Hisp.R88Hprotein_codingtolerated(0.53)benign(0.005)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationc.263G>Ap.Arg88Hisp.R88Hprotein_codingtolerated(0.53)benign(0.005)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationc.260N>Ap.Arg87Hisp.R87Hprotein_codingtolerated(0.85)benign(0)TCGA-AA-3986-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationc.398N>Tp.Ala133Valp.A133Vprotein_codingdeleterious(0.03)possibly_damaging(0.608)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationc.325N>Cp.Val109Leup.V109Lprotein_codingtolerated(1)benign(0.005)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationnovelc.136N>Ap.Gly46Argp.G46Rprotein_codingtolerated(0.34)benign(0.229)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationnovelc.352N>Ap.Ala118Thrp.A118Tprotein_codingtolerated(0.46)benign(0)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
SELENOMSNVMissense_Mutationnovelc.307N>Ap.Glu103Lysp.E103Kprotein_codingtolerated(0.14)benign(0.009)TCGA-QS-A5YQ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
SELENOMSNVMissense_Mutationnovelc.251N>Cp.Leu84Prop.L84Pprotein_codingdeleterious(0)probably_damaging(1)TCGA-77-8140-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownSD
SELENOMSNVMissense_Mutationc.263N>Ap.Arg88Hisp.R88Hprotein_codingtolerated(0.53)benign(0.005)TCGA-XK-AAIW-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
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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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