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:004427025ThyroidATCcellular nitrogen compound catabolic process229/6293451/187232.25e-141.27e-12229
GO:000641735ThyroidATCregulation of translation236/6293468/187232.39e-141.34e-12236
GO:001943924ThyroidATCaromatic compound catabolic process232/6293467/187233.05e-131.44e-11232
GO:004572733ThyroidATCpositive regulation of translation85/6293136/187234.71e-121.84e-1085
GO:003425034ThyroidATCpositive regulation of cellular amide metabolic process97/6293162/187235.97e-122.30e-1097
GO:190136124ThyroidATCorganic cyclic compound catabolic process238/6293495/187231.12e-114.12e-10238
GO:190331324ThyroidATCpositive regulation of mRNA metabolic process75/6293118/187232.57e-118.84e-1075
GO:004348725ThyroidATCregulation of RNA stability97/6293170/187232.68e-107.70e-0997
GO:006101325ThyroidATCregulation of mRNA catabolic process95/6293166/187233.27e-109.16e-0995
GO:004348826ThyroidATCregulation of mRNA stability90/6293158/187231.31e-093.30e-0890
GO:0061157110ThyroidATCmRNA destabilization52/629384/187231.01e-071.70e-0652
GO:0061014110ThyroidATCpositive regulation of mRNA catabolic process53/629387/187231.63e-072.61e-0653
GO:0050779110ThyroidATCRNA destabilization53/629388/187232.75e-074.20e-0653
GO:009872722ThyroidATCmaintenance of cell number70/6293134/187236.45e-066.69e-0570
GO:001982722ThyroidATCstem cell population maintenance67/6293131/187232.48e-052.16e-0467
GO:003090015ThyroidATCforebrain development164/6293379/187234.85e-053.87e-04164
GO:003424923ThyroidATCnegative regulation of cellular amide metabolic process121/6293273/187231.36e-049.57e-04121
GO:001714823ThyroidATCnegative regulation of translation107/6293245/187236.17e-043.51e-03107
GO:004206323ThyroidATCgliogenesis127/6293301/187231.07e-035.66e-03127
GO:004341412ThyroidATCmacromolecule methylation131/6293316/187232.01e-039.60e-03131
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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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