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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: METTL23

Gene summary for METTL23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METTL23

Gene ID

124512

Gene namemethyltransferase like 23
Gene AliasC17orf95
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A024R8M5


Top

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
124512METTL23P19T-EHumanEsophagusESCC3.19e-095.80e-010.1662
124512METTL23P20T-EHumanEsophagusESCC7.79e-701.69e+000.1124
124512METTL23P21T-EHumanEsophagusESCC4.13e-428.60e-010.1617
124512METTL23P22T-EHumanEsophagusESCC1.14e-539.54e-010.1236
124512METTL23P23T-EHumanEsophagusESCC2.01e-235.97e-010.108
124512METTL23P24T-EHumanEsophagusESCC4.98e-256.61e-010.1287
124512METTL23P26T-EHumanEsophagusESCC6.97e-357.36e-010.1276
124512METTL23P27T-EHumanEsophagusESCC2.47e-264.04e-010.1055
124512METTL23P28T-EHumanEsophagusESCC1.02e-346.75e-010.1149
124512METTL23P30T-EHumanEsophagusESCC1.58e-187.12e-010.137
124512METTL23P31T-EHumanEsophagusESCC3.31e-578.98e-010.1251
124512METTL23P32T-EHumanEsophagusESCC8.81e-571.34e+000.1666
124512METTL23P36T-EHumanEsophagusESCC2.07e-187.48e-010.1187
124512METTL23P37T-EHumanEsophagusESCC1.86e-286.21e-010.1371
124512METTL23P38T-EHumanEsophagusESCC1.16e-093.07e-010.127
124512METTL23P39T-EHumanEsophagusESCC1.42e-182.80e-010.0894
124512METTL23P40T-EHumanEsophagusESCC9.03e-164.36e-010.109
124512METTL23P42T-EHumanEsophagusESCC1.30e-174.84e-010.1175
124512METTL23P44T-EHumanEsophagusESCC4.93e-112.98e-010.1096
124512METTL23P47T-EHumanEsophagusESCC7.09e-173.23e-010.1067
Page: 1 2 3 4 5 6 7 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:00322593SkincSCCmethylation120/4864364/187231.61e-039.93e-03120
GO:00322594ThyroidPTCmethylation146/5968364/187234.99e-043.26e-03146
GO:003225911ThyroidATCmethylation148/6293364/187232.69e-031.23e-02148
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
METTL23SNVMissense_Mutationc.535G>Cp.Glu179Glnp.E179QQ86XA0protein_codingtolerated(0.35)benign(0.018)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
METTL23SNVMissense_Mutationc.509N>Gp.Ser170Cysp.S170CQ86XA0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
METTL23SNVMissense_Mutationc.299N>Gp.Ser100Cysp.S100CQ86XA0protein_codingdeleterious(0)probably_damaging(0.954)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
METTL23SNVMissense_Mutationrs749476487c.209N>Cp.Asn70Thrp.N70TQ86XA0protein_codingtolerated(0.06)benign(0.345)TCGA-B6-A1KF-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
METTL23SNVMissense_Mutationrs749476487c.209A>Cp.Asn70Thrp.N70TQ86XA0protein_codingtolerated(0.06)benign(0.345)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
METTL23insertionIn_Frame_Insnovelc.139_140insTAAp.Ile48dupp.I48dupQ86XA0protein_codingTCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
METTL23SNVMissense_Mutationnovelc.49C>Tp.His17Tyrp.H17YQ86XA0protein_codingtolerated(0.12)possibly_damaging(0.583)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
METTL23SNVMissense_Mutationc.493N>Ap.Glu165Lysp.E165KQ86XA0protein_codingtolerated(0.48)benign(0.396)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
METTL23SNVMissense_Mutationc.340N>Ap.Ala114Thrp.A114TQ86XA0protein_codingtolerated(0.53)benign(0.001)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
METTL23SNVMissense_Mutationnovelc.491N>Gp.Lys164Argp.K164RQ86XA0protein_codingtolerated(0.27)benign(0.001)TCGA-EY-A1GI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 

Top

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
Page: 1