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: MIER2

Gene summary for MIER2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MIER2

Gene ID

54531

Gene nameMIER family member 2
Gene AliasKIAA1193
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8N344


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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
54531MIER2LZE22THumanEsophagusESCC3.90e-022.16e-010.068
54531MIER2LZE24THumanEsophagusESCC5.53e-072.17e-010.0596
54531MIER2LZE21THumanEsophagusESCC1.15e-021.47e-010.0655
54531MIER2P1T-EHumanEsophagusESCC2.26e-031.30e-010.0875
54531MIER2P2T-EHumanEsophagusESCC1.02e-076.74e-020.1177
54531MIER2P4T-EHumanEsophagusESCC4.05e-071.74e-010.1323
54531MIER2P5T-EHumanEsophagusESCC8.88e-039.48e-020.1327
54531MIER2P8T-EHumanEsophagusESCC3.10e-081.29e-010.0889
54531MIER2P9T-EHumanEsophagusESCC3.61e-101.92e-010.1131
54531MIER2P10T-EHumanEsophagusESCC2.05e-182.49e-010.116
54531MIER2P11T-EHumanEsophagusESCC2.93e-073.54e-010.1426
54531MIER2P12T-EHumanEsophagusESCC2.30e-102.26e-010.1122
54531MIER2P15T-EHumanEsophagusESCC7.33e-051.51e-010.1149
54531MIER2P16T-EHumanEsophagusESCC8.07e-091.39e-010.1153
54531MIER2P17T-EHumanEsophagusESCC3.16e-052.19e-010.1278
54531MIER2P19T-EHumanEsophagusESCC1.10e-022.47e-010.1662
54531MIER2P20T-EHumanEsophagusESCC1.75e-091.79e-010.1124
54531MIER2P21T-EHumanEsophagusESCC2.55e-142.39e-010.1617
54531MIER2P22T-EHumanEsophagusESCC2.32e-109.68e-020.1236
54531MIER2P23T-EHumanEsophagusESCC5.28e-163.59e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00356014Oral cavityOSCCprotein deacylation74/7305112/187235.88e-091.26e-0774
GO:00987324Oral cavityOSCCmacromolecule deacylation74/7305116/187235.52e-081.01e-0674
GO:00064764Oral cavityOSCCprotein deacetylation66/7305101/187237.36e-081.30e-0666
GO:00165753Oral cavityOSCChistone deacetylation54/730582/187237.68e-071.08e-0554
GO:003560113Oral cavityLPprotein deacylation48/4623112/187231.85e-053.14e-0448
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
GO:001657511Oral cavityLPhistone deacetylation37/462382/187234.28e-056.15e-0437
GO:009873212Oral cavityLPmacromolecule deacylation48/4623116/187235.51e-057.58e-0448
GO:000647613Oral cavityLPprotein deacetylation41/4623101/187233.03e-043.12e-0341
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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
MIER2SNVMissense_Mutationnovelc.55N>Ap.Glu19Lysp.E19KQ8N344protein_codingtolerated_low_confidence(0.29)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MIER2SNVMissense_Mutationnovelc.80C>Ap.Pro27Glnp.P27QQ8N344protein_codingdeleterious(0)probably_damaging(0.91)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
MIER2SNVMissense_Mutationc.703N>Ap.Glu235Lysp.E235KQ8N344protein_codingdeleterious(0)probably_damaging(0.98)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MIER2SNVMissense_Mutationrs768929225c.1322N>Tp.Pro441Leup.P441LQ8N344protein_codingdeleterious(0.01)benign(0.115)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MIER2SNVMissense_Mutationnovelc.1162N>Tp.Arg388Cysp.R388CQ8N344protein_codingdeleterious(0.01)benign(0)TCGA-C5-A3HD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MIER2SNVMissense_Mutationnovelc.1274N>Cp.Glu425Alap.E425AQ8N344protein_codingtolerated(0.41)benign(0.112)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MIER2SNVMissense_Mutationrs187149127c.809C>Tp.Ala270Valp.A270VQ8N344protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MIER2insertionFrame_Shift_Insnovelc.1275_1276insGp.Pro426AlafsTer11p.P426Afs*11Q8N344protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MIER2SNVMissense_Mutationnovelc.1624N>Ap.Val542Metp.V542MQ8N344protein_codingtolerated_low_confidence(0.07)possibly_damaging(0.654)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MIER2SNVMissense_Mutationrs749897856c.271N>Tp.Leu91Phep.L91FQ8N344protein_codingdeleterious(0.01)benign(0.083)TCGA-AA-3715-01Colorectumcolon 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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