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: METTL21A

Gene summary for METTL21A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METTL21A

Gene ID

151194

Gene namemethyltransferase 21A, HSPA lysine
Gene AliasFAM119A
Cytomap2q33.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8WXB1


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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
151194METTL21ALZE7THumanEsophagusESCC1.37e-073.16e-010.0667
151194METTL21ALZE24THumanEsophagusESCC2.27e-123.93e-010.0596
151194METTL21ALZE6THumanEsophagusESCC1.67e-052.30e-010.0845
151194METTL21AP1T-EHumanEsophagusESCC7.06e-074.28e-010.0875
151194METTL21AP2T-EHumanEsophagusESCC4.43e-304.92e-010.1177
151194METTL21AP4T-EHumanEsophagusESCC3.37e-267.13e-010.1323
151194METTL21AP5T-EHumanEsophagusESCC1.36e-047.59e-020.1327
151194METTL21AP8T-EHumanEsophagusESCC4.68e-183.07e-010.0889
151194METTL21AP9T-EHumanEsophagusESCC6.02e-102.45e-010.1131
151194METTL21AP10T-EHumanEsophagusESCC3.36e-203.35e-010.116
151194METTL21AP12T-EHumanEsophagusESCC7.52e-306.03e-010.1122
151194METTL21AP15T-EHumanEsophagusESCC1.12e-275.87e-010.1149
151194METTL21AP16T-EHumanEsophagusESCC2.42e-173.57e-010.1153
151194METTL21AP17T-EHumanEsophagusESCC4.04e-042.03e-010.1278
151194METTL21AP19T-EHumanEsophagusESCC2.33e-063.54e-010.1662
151194METTL21AP20T-EHumanEsophagusESCC3.22e-184.17e-010.1124
151194METTL21AP21T-EHumanEsophagusESCC2.87e-214.96e-010.1617
151194METTL21AP22T-EHumanEsophagusESCC1.54e-183.94e-010.1236
151194METTL21AP23T-EHumanEsophagusESCC1.20e-102.79e-010.108
151194METTL21AP24T-EHumanEsophagusESCC3.58e-203.16e-010.1287
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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
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
∗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:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:000647914EsophagusESCCprotein methylation115/8552181/187239.07e-071.16e-05115
GO:000821314EsophagusESCCprotein alkylation115/8552181/187239.07e-071.16e-05115
GO:001802214EsophagusESCCpeptidyl-lysine methylation79/8552131/187235.17e-042.86e-0379
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00434141LiverHCCmacromolecule methylation183/7958316/187232.00e-084.72e-07183
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:00064792LiverHCCprotein methylation111/7958181/187232.36e-074.18e-06111
GO:00082132LiverHCCprotein alkylation111/7958181/187232.36e-074.18e-06111
GO:00180221LiverHCCpeptidyl-lysine methylation74/7958131/187238.46e-045.06e-0374
GO:00182056Oral cavityOSCCpeptidyl-lysine modification216/7305376/187232.32e-131.16e-11216
GO:00064797Oral cavityOSCCprotein methylation92/7305181/187237.86e-044.26e-0392
GO:00082137Oral cavityOSCCprotein alkylation92/7305181/187237.86e-044.26e-0392
GO:00434142Oral cavityOSCCmacromolecule methylation149/7305316/187231.82e-038.60e-03149
GO:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:001820513Oral cavityLPpeptidyl-lysine modification136/4623376/187233.64e-071.06e-05136
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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
METTL21ASNVMissense_Mutationc.572G>Ap.Cys191Tyrp.C191Yprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-AO-A1KR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
METTL21AinsertionFrame_Shift_Insnovelc.556_557insCATATATCCATATp.Val186AlafsTer15p.V186Afs*15protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
METTL21AinsertionNonsense_Mutationnovelc.555_556insAGAAGGCAAGGATGATAp.Val186ArgfsTer5p.V186Rfs*5protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
METTL21ASNVMissense_Mutationnovelc.489N>Gp.Ile163Metp.I163Mprotein_codingdeleterious(0)probably_damaging(0.982)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
METTL21ASNVMissense_Mutationrs200515055c.575G>Ap.Arg192Glnp.R192Qprotein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
METTL21ASNVMissense_Mutationrs200515055c.575G>Ap.Arg192Glnp.R192Qprotein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
METTL21ASNVMissense_Mutationrs372280518c.581G>Ap.Arg194Hisp.R194Hprotein_codingdeleterious(0.03)possibly_damaging(0.801)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
METTL21ASNVMissense_Mutationnovelc.689N>Tp.Arg230Ilep.R230Iprotein_codingtolerated(0.15)benign(0.007)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
METTL21ASNVMissense_Mutationrs774446965c.154N>Ap.Val52Ilep.V52Iprotein_codingtolerated(0.14)benign(0.437)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
METTL21ASNVMissense_Mutationrs200515055c.575N>Ap.Arg192Glnp.R192Qprotein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid 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
151194METTL21ANAantidepressants20643483,17548750
151194METTL21ANAcitalopramCITALOPRAM20643483,17548750
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