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: METTL14

Gene summary for METTL14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METTL14

Gene ID

57721

Gene namemethyltransferase 14, N6-adenosine-methyltransferase subunit
Gene AliashMETTL14
Cytomap4q26
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9HCE5


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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
57721METTL14LZE4THumanEsophagusESCC1.02e-071.40e-010.0811
57721METTL14LZE7THumanEsophagusESCC3.85e-072.21e-010.0667
57721METTL14LZE8THumanEsophagusESCC1.53e-021.04e-010.067
57721METTL14LZE20THumanEsophagusESCC9.00e-046.80e-020.0662
57721METTL14LZE24THumanEsophagusESCC5.03e-051.15e-010.0596
57721METTL14LZE21THumanEsophagusESCC4.27e-063.24e-010.0655
57721METTL14P2T-EHumanEsophagusESCC4.72e-274.06e-010.1177
57721METTL14P4T-EHumanEsophagusESCC1.83e-162.95e-010.1323
57721METTL14P5T-EHumanEsophagusESCC3.29e-048.04e-020.1327
57721METTL14P8T-EHumanEsophagusESCC7.98e-081.57e-010.0889
57721METTL14P9T-EHumanEsophagusESCC3.21e-041.13e-010.1131
57721METTL14P10T-EHumanEsophagusESCC1.21e-131.86e-010.116
57721METTL14P11T-EHumanEsophagusESCC7.00e-133.26e-010.1426
57721METTL14P12T-EHumanEsophagusESCC7.39e-213.70e-010.1122
57721METTL14P15T-EHumanEsophagusESCC4.56e-162.73e-010.1149
57721METTL14P16T-EHumanEsophagusESCC9.23e-163.06e-010.1153
57721METTL14P17T-EHumanEsophagusESCC3.05e-031.60e-010.1278
57721METTL14P19T-EHumanEsophagusESCC6.59e-063.13e-010.1662
57721METTL14P20T-EHumanEsophagusESCC1.02e-031.40e-010.1124
57721METTL14P21T-EHumanEsophagusESCC1.73e-101.56e-010.1617
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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
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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:1903311110EsophagusESCCregulation of mRNA metabolic process210/8552288/187233.25e-215.56e-19210
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:0045727111EsophagusESCCpositive regulation of translation107/8552136/187232.79e-151.68e-13107
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:190331316EsophagusESCCpositive regulation of mRNA metabolic process87/8552118/187235.10e-101.32e-0887
GO:006101319EsophagusESCCregulation of mRNA catabolic process115/8552166/187235.90e-101.49e-08115
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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
METTL14CILIALungHealthyERBB3,PDGFC,GINM1, etc.1.75e-02The 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.
METTL14INFIBProstateADJTSLP,GPR124,TFF3, etc.1.88e-01The 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.
METTL14MYOFIBProstateHealthyTSLP,GPR124,TFF3, etc.2.42e-02The 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.
METTL14FIBProstateHealthyTSLP,GPR124,TFF3, etc.1.91e-02The 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.
METTL14INFIBProstateTumorTSLP,GPR124,TFF3, etc.7.88e-02The 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.
∗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
METTL14SNVMissense_Mutationc.586N>Ap.Glu196Lysp.E196KQ9HCE5protein_codingtolerated(0.14)probably_damaging(0.966)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
METTL14insertionNonsense_Mutationnovelc.1365_1366insTGGACCAACGCTTACAAATAGCAACTACAATGCAGAAAp.Arg456TrpfsTer7p.R456Wfs*7Q9HCE5protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
METTL14insertionIn_Frame_Insnovelc.22_23insATATTAACAATAACAAGCACTp.Ile8delinsAsnIleAsnAsnAsnLysHisPhep.I8delinsNINNNKHFQ9HCE5protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
METTL14deletionFrame_Shift_Delnovelc.688delNp.Phe230LeufsTer46p.F230Lfs*46Q9HCE5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
METTL14SNVMissense_Mutationc.893N>Ap.Arg298Hisp.R298HQ9HCE5protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
METTL14SNVMissense_Mutationc.19G>Cp.Glu7Glnp.E7QQ9HCE5protein_codingtolerated_low_confidence(0.22)probably_damaging(0.932)TCGA-XS-A8TJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
METTL14SNVMissense_Mutationc.803N>Cp.Asn268Thrp.N268TQ9HCE5protein_codingtolerated(0.16)possibly_damaging(0.843)TCGA-A6-6138-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
METTL14SNVMissense_Mutationnovelc.213N>Cp.Glu71Aspp.E71DQ9HCE5protein_codingtolerated_low_confidence(0.34)benign(0.039)TCGA-AA-3862-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
METTL14SNVMissense_Mutationnovelc.1286N>Tp.Arg429Ilep.R429IQ9HCE5protein_codingdeleterious_low_confidence(0)probably_damaging(0.962)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
METTL14SNVMissense_Mutationc.10N>Ap.Arg4Serp.R4SQ9HCE5protein_codingtolerated_low_confidence(0.1)probably_damaging(0.931)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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