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: METTL21B

Gene summary for METTL21B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METTL21B

Gene ID

25895

Gene nameEEF1A lysine methyltransferase 3
Gene AliasFAM119B
Cytomap12q14.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q96AZ1


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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
25895METTL21BP2T-EHumanEsophagusESCC1.48e-192.24e-010.1177
25895METTL21BP4T-EHumanEsophagusESCC6.63e-119.98e-020.1323
25895METTL21BP5T-EHumanEsophagusESCC1.51e-094.70e-020.1327
25895METTL21BP8T-EHumanEsophagusESCC7.82e-059.21e-020.0889
25895METTL21BP10T-EHumanEsophagusESCC1.18e-181.25e-010.116
25895METTL21BP11T-EHumanEsophagusESCC2.98e-042.08e-010.1426
25895METTL21BP12T-EHumanEsophagusESCC1.28e-201.74e-010.1122
25895METTL21BP16T-EHumanEsophagusESCC7.73e-152.04e-010.1153
25895METTL21BP20T-EHumanEsophagusESCC9.56e-039.69e-020.1124
25895METTL21BP21T-EHumanEsophagusESCC2.63e-128.05e-020.1617
25895METTL21BP22T-EHumanEsophagusESCC2.73e-078.05e-020.1236
25895METTL21BP23T-EHumanEsophagusESCC5.06e-092.06e-010.108
25895METTL21BP24T-EHumanEsophagusESCC8.56e-049.30e-020.1287
25895METTL21BP26T-EHumanEsophagusESCC7.72e-097.06e-020.1276
25895METTL21BP27T-EHumanEsophagusESCC6.71e-101.10e-010.1055
25895METTL21BP28T-EHumanEsophagusESCC1.89e-044.08e-020.1149
25895METTL21BP30T-EHumanEsophagusESCC1.90e-042.25e-010.137
25895METTL21BP31T-EHumanEsophagusESCC3.40e-053.63e-020.1251
25895METTL21BP32T-EHumanEsophagusESCC1.26e-036.41e-020.1666
25895METTL21BP36T-EHumanEsophagusESCC8.94e-091.94e-010.1187
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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
∗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
METTL21BSNVMissense_Mutationnovelc.631N>Ap.Glu211Lysp.E211KQ96AZ1protein_codingtolerated(0.56)benign(0.01)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
METTL21BSNVMissense_Mutationnovelc.549N>Cp.Arg183Serp.R183SQ96AZ1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
METTL21BinsertionIn_Frame_Insnovelc.235_236insGATGGCGGACCCCGGCCCAGATCCCGAATCp.Val79delinsGlyTrpArgThrProAlaGlnIleProAsnLeup.V79delinsGWRTPAQIPNLQ96AZ1protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
METTL21BSNVMissense_Mutationnovelc.368N>Cp.Gly123Alap.G123AQ96AZ1protein_codingtolerated(0.8)benign(0.103)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
METTL21BSNVMissense_Mutationc.356A>Tp.Asn119Ilep.N119IQ96AZ1protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6806-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyirinotecanPD
METTL21BSNVMissense_Mutationnovelc.233N>Cp.Lys78Thrp.K78TQ96AZ1protein_codingdeleterious(0.04)possibly_damaging(0.772)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
METTL21BSNVMissense_Mutationnovelc.505N>Ap.Leu169Metp.L169MQ96AZ1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
METTL21BSNVMissense_Mutationrs745316941c.386N>Ap.Arg129Hisp.R129HQ96AZ1protein_codingtolerated(0.55)possibly_damaging(0.636)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
METTL21BSNVMissense_Mutationnovelc.115N>Ap.Val39Metp.V39MQ96AZ1protein_codingtolerated(0.09)benign(0.007)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
METTL21BSNVMissense_Mutationrs113145238c.356N>Gp.Asn119Serp.N119SQ96AZ1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
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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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