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: METRN

Gene summary for METRN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METRN

Gene ID

79006

Gene namemeteorin, glial cell differentiation regulator
Gene AliasC16orf23
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9UJH8


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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
79006METRNGSM4909285HumanBreastIDC1.72e-05-1.87e-010.21
79006METRNGSM4909291HumanBreastIDC2.13e-083.98e-010.1753
79006METRNGSM4909293HumanBreastIDC3.34e-316.93e-010.1581
79006METRNGSM4909294HumanBreastIDC2.57e-196.32e-010.2022
79006METRNGSM4909298HumanBreastIDC1.40e-204.01e-010.1551
79006METRNGSM4909302HumanBreastIDC4.20e-073.33e-010.1545
79006METRNGSM4909304HumanBreastIDC2.02e-1281.49e+000.1636
79006METRNGSM4909306HumanBreastIDC1.61e-266.55e-010.1564
79006METRNGSM4909311HumanBreastIDC2.85e-06-3.35e-020.1534
79006METRNGSM4909315HumanBreastIDC1.53e-053.66e-010.21
79006METRNGSM4909316HumanBreastIDC3.24e-311.14e+000.21
79006METRNGSM4909317HumanBreastIDC1.45e-062.73e-010.1355
79006METRNGSM4909318HumanBreastIDC1.29e-045.31e-010.2031
79006METRNGSM4909319HumanBreastIDC1.91e-223.79e-010.1563
79006METRNGSM4909321HumanBreastIDC9.30e-082.93e-010.1559
79006METRNM1HumanBreastIDC5.33e-236.18e-010.1577
79006METRNM2HumanBreastIDC1.97e-065.20e-010.21
79006METRNM5HumanBreastIDC3.85e-169.71e-010.1598
79006METRNNCCBC11HumanBreastDCIS3.41e-044.96e-010.1232
79006METRNNCCBC14HumanBreastDCIS1.57e-328.72e-010.2021
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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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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:004206311BreastIDCgliogenesis39/1434301/187238.63e-041.00e-0239
GO:00100011BreastIDCglial cell differentiation31/1434225/187231.04e-031.15e-0231
GO:00420632BreastDCISgliogenesis39/1390301/187234.76e-046.25e-0339
GO:00100012BreastDCISglial cell differentiation31/1390225/187236.24e-047.87e-0331
GO:0009409ColorectumADresponse to cold22/391849/187231.40e-041.98e-0322
GO:00094091ColorectumSERresponse to cold16/289749/187232.11e-032.06e-0216
GO:0045444ColorectumSERfat cell differentiation51/2897229/187233.96e-033.26e-0251
GO:0045600ColorectumSERpositive regulation of fat cell differentiation19/289766/187234.29e-033.45e-0219
GO:00094092ColorectumMSSresponse to cold19/346749/187237.20e-047.70e-0319
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:00507697EsophagusESCCpositive regulation of neurogenesis131/8552225/187239.71e-056.90e-04131
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
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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
METRNSNVMissense_Mutationc.532N>Cp.Glu178Glnp.E178QQ9UJH8protein_codingdeleterious(0.02)possibly_damaging(0.467)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
METRNSNVMissense_Mutationrs566182946c.709N>Tp.Arg237Cysp.R237CQ9UJH8protein_codingdeleterious(0)benign(0.067)TCGA-LL-A9Q3-01Breastbreast invasive carcinomaFemale>=65III/IVImmunotherapyherceptinCR
METRNSNVMissense_Mutationrs773257021c.824N>Ap.Arg275Hisp.R275HQ9UJH8protein_codingtolerated(0.05)benign(0.007)TCGA-A6-5662-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinPD
METRNSNVMissense_Mutationrs754170916c.547G>Ap.Ala183Thrp.A183TQ9UJH8protein_codingtolerated(0.08)benign(0.014)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
METRNSNVMissense_Mutationc.640N>Ap.Arg214Serp.R214SQ9UJH8protein_codingdeleterious(0.01)possibly_damaging(0.524)TCGA-EJ-7125-01Prostateprostate adenocarcinomaMale<657UnknownUnknownSD
METRNSNVMissense_Mutationc.568N>Gp.Ile190Valp.I190VQ9UJH8protein_codingtolerated(1)benign(0.001)TCGA-J4-A67L-01Prostateprostate adenocarcinomaMale<657UnknownUnknownSD
METRNSNVMissense_Mutationrs754170916c.547G>Ap.Ala183Thrp.A183TQ9UJH8protein_codingtolerated(0.08)benign(0.014)TCGA-B7-5816-01Stomachstomach adenocarcinomaFemale<65I/IIUnknownUnknownSD
METRNSNVMissense_Mutationrs780450000c.637N>Ap.Ala213Thrp.A213TQ9UJH8protein_codingtolerated(0.77)benign(0.001)TCGA-DJ-A3UN-01Thyroidthyroid carcinomaFemale<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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