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: METTL26

Gene summary for METTL26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

METTL26

Gene ID

84326

Gene namemethyltransferase like 26
Gene AliasC16orf13
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q96S19


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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
84326METTL26GSM4909281HumanBreastIDC1.97e-114.15e-010.21
84326METTL26GSM4909286HumanBreastIDC4.10e-031.58e-010.1081
84326METTL26GSM4909287HumanBreastIDC2.67e-094.43e-010.2057
84326METTL26GSM4909290HumanBreastIDC3.68e-052.41e-010.2096
84326METTL26GSM4909293HumanBreastIDC7.15e-215.01e-010.1581
84326METTL26GSM4909295HumanBreastIDC2.10e-023.56e-010.0898
84326METTL26GSM4909296HumanBreastIDC2.22e-061.63e-010.1524
84326METTL26GSM4909297HumanBreastIDC1.22e-063.92e-020.1517
84326METTL26GSM4909298HumanBreastIDC4.11e-083.84e-010.1551
84326METTL26GSM4909301HumanBreastIDC4.56e-114.56e-010.1577
84326METTL26GSM4909302HumanBreastIDC1.42e-022.97e-010.1545
84326METTL26GSM4909304HumanBreastIDC7.03e-256.13e-010.1636
84326METTL26GSM4909305HumanBreastIDC1.14e-022.65e-010.0436
84326METTL26GSM4909306HumanBreastIDC1.25e-205.55e-010.1564
84326METTL26GSM4909307HumanBreastIDC1.49e-023.00e-010.1569
84326METTL26GSM4909308HumanBreastIDC1.32e-204.95e-010.158
84326METTL26GSM4909311HumanBreastIDC1.10e-191.05e-010.1534
84326METTL26GSM4909312HumanBreastIDC1.10e-062.35e-010.1552
84326METTL26GSM4909315HumanBreastIDC5.97e-186.05e-010.21
84326METTL26GSM4909317HumanBreastIDC9.48e-104.12e-010.1355
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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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
METTL26SNVMissense_Mutationnovelc.416A>Gp.Tyr139Cysp.Y139CQ96S19protein_codingdeleterious(0.01)probably_damaging(1)TCGA-WT-AB41-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
METTL26SNVMissense_Mutationc.532N>Gp.Leu178Valp.L178VQ96S19protein_codingdeleterious_low_confidence(0.01)benign(0.031)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
METTL26SNVMissense_Mutationrs142689363c.512N>Ap.Ser171Asnp.S171NQ96S19protein_codingtolerated_low_confidence(0.16)possibly_damaging(0.474)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
METTL26SNVMissense_Mutationnovelc.305T>Cp.Leu102Prop.L102PQ96S19protein_codingdeleterious(0.03)probably_damaging(0.946)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
METTL26SNVMissense_Mutationnovelc.269G>Ap.Gly90Aspp.G90DQ96S19protein_codingtolerated(0.87)benign(0)TCGA-D1-A15X-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
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