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: METTL17

Gene summary for METTL17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METTL17

Gene ID

64745

Gene namemethyltransferase like 17
Gene AliasMETT11D1
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q9H7H0


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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
64745METTL17LZE2THumanEsophagusESCC2.91e-025.29e-010.082
64745METTL17LZE4THumanEsophagusESCC2.28e-153.43e-010.0811
64745METTL17LZE5THumanEsophagusESCC9.74e-031.29e-010.0514
64745METTL17LZE7THumanEsophagusESCC4.32e-143.69e-010.0667
64745METTL17LZE8THumanEsophagusESCC2.04e-092.44e-010.067
64745METTL17LZE20THumanEsophagusESCC2.23e-041.89e-010.0662
64745METTL17LZE24THumanEsophagusESCC6.90e-164.38e-010.0596
64745METTL17P1T-EHumanEsophagusESCC3.65e-093.41e-010.0875
64745METTL17P2T-EHumanEsophagusESCC1.12e-284.52e-010.1177
64745METTL17P4T-EHumanEsophagusESCC4.21e-275.82e-010.1323
64745METTL17P5T-EHumanEsophagusESCC3.19e-213.42e-010.1327
64745METTL17P8T-EHumanEsophagusESCC2.03e-325.24e-010.0889
64745METTL17P9T-EHumanEsophagusESCC7.50e-192.56e-010.1131
64745METTL17P10T-EHumanEsophagusESCC3.43e-527.68e-010.116
64745METTL17P11T-EHumanEsophagusESCC3.30e-105.51e-010.1426
64745METTL17P12T-EHumanEsophagusESCC1.58e-641.14e+000.1122
64745METTL17P15T-EHumanEsophagusESCC4.35e-428.71e-010.1149
64745METTL17P16T-EHumanEsophagusESCC4.11e-334.91e-010.1153
64745METTL17P17T-EHumanEsophagusESCC3.30e-042.78e-010.1278
64745METTL17P19T-EHumanEsophagusESCC1.14e-022.53e-010.1662
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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
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:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:0042274111EsophagusESCCribosomal small subunit biogenesis67/855273/187236.62e-175.38e-1567
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:004227422LiverHCCribosomal small subunit biogenesis65/795873/187231.09e-169.92e-1565
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:004225420Oral cavityOSCCribosome biogenesis230/7305299/187233.22e-416.80e-38230
GO:004227420Oral cavityOSCCribosomal small subunit biogenesis63/730573/187237.61e-176.34e-1563
GO:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:0022613110Oral cavityLPribonucleoprotein complex biogenesis259/4623463/187237.20e-482.25e-44259
GO:0042254110Oral cavityLPribosome biogenesis173/4623299/187238.97e-351.41e-31173
GO:0042274110Oral cavityLPribosomal small subunit biogenesis48/462373/187231.42e-131.35e-1148
GO:0022613113ThyroidPTCribonucleoprotein complex biogenesis292/5968463/187233.24e-442.05e-40292
GO:0042254113ThyroidPTCribosome biogenesis202/5968299/187233.47e-375.47e-34202
GO:0042274113ThyroidPTCribosomal small subunit biogenesis54/596873/187231.77e-139.28e-1254
GO:00322594ThyroidPTCmethylation146/5968364/187234.99e-043.26e-03146
GO:002261334ThyroidATCribonucleoprotein complex biogenesis292/6293463/187233.05e-399.63e-36292
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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
METTL17SNVMissense_Mutationrs758787257c.454N>Ap.Glu152Lysp.E152KQ9H7H0protein_codingtolerated(0.17)probably_damaging(0.981)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
METTL17SNVMissense_Mutationc.835G>Ap.Glu279Lysp.E279KQ9H7H0protein_codingtolerated(0.17)benign(0.044)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
METTL17SNVMissense_Mutationc.835G>Cp.Glu279Glnp.E279QQ9H7H0protein_codingtolerated(0.11)benign(0.44)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
METTL17insertionFrame_Shift_Insnovelc.54_55insATAAATTTCCTACAAGGAATCATTTCACAAAp.Gly19IlefsTer31p.G19Ifs*31Q9H7H0protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
METTL17deletionFrame_Shift_Delnovelc.795delNp.Ser267ProfsTer2p.S267Pfs*2Q9H7H0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
METTL17SNVMissense_Mutationrs758407608c.1055C>Tp.Ala352Valp.A352VQ9H7H0protein_codingtolerated(0.18)benign(0.088)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
METTL17SNVMissense_Mutationnovelc.778N>Cp.Asp260Hisp.D260HQ9H7H0protein_codingdeleterious(0)probably_damaging(0.975)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
METTL17SNVMissense_Mutationc.695N>Gp.Lys232Argp.K232RQ9H7H0protein_codingtolerated(0.29)benign(0.13)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
METTL17SNVMissense_Mutationc.1004A>Gp.His335Argp.H335RQ9H7H0protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
METTL17SNVMissense_Mutationrs772938639c.1189N>Tp.Arg397Cysp.R397CQ9H7H0protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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
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