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: DMTN

Gene summary for DMTN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DMTN

Gene ID

2039

Gene namedematin actin binding protein
Gene AliasDMT
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q08495


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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
2039DMTNHCC1_MengHumanLiverHCC1.68e-204.39e-020.0246
2039DMTNHCC2_MengHumanLiverHCC2.23e-231.73e-010.0107
2039DMTNcirrhotic2HumanLiverCirrhotic2.79e-029.84e-020.0201
2039DMTNHCC2HumanLiverHCC1.52e-091.81e+000.5341
2039DMTNS014HumanLiverHCC2.86e-174.56e-010.2254
2039DMTNS015HumanLiverHCC1.33e-145.27e-010.2375
2039DMTNS016HumanLiverHCC2.57e-225.38e-010.2243
2039DMTNS027HumanLiverHCC2.74e-073.88e-010.2446
2039DMTNS028HumanLiverHCC6.26e-205.86e-010.2503
2039DMTNS029HumanLiverHCC2.07e-073.17e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00066057LiverCirrhoticprotein targeting148/4634314/187233.86e-186.20e-16148
GO:00901507LiverCirrhoticestablishment of protein localization to membrane123/4634260/187231.85e-152.15e-13123
GO:00224117LiverCirrhoticcellular component disassembly182/4634443/187231.59e-141.54e-12182
GO:003238611LiverCirrhoticregulation of intracellular transport147/4634337/187231.84e-141.72e-12147
GO:003315711LiverCirrhoticregulation of intracellular protein transport108/4634229/187231.23e-131.04e-11108
GO:004325412LiverCirrhoticregulation of protein-containing complex assembly169/4634428/187237.40e-124.99e-10169
GO:001003812LiverCirrhoticresponse to metal ion150/4634373/187232.27e-111.37e-09150
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:002260412LiverCirrhoticregulation of cell morphogenesis127/4634309/187231.45e-107.44e-09127
GO:190290312LiverCirrhoticregulation of supramolecular fiber organization148/4634383/187238.85e-104.08e-08148
GO:003297012LiverCirrhoticregulation of actin filament-based process152/4634397/187231.12e-095.00e-08152
GO:003295612LiverCirrhoticregulation of actin cytoskeleton organization136/4634358/187231.47e-085.49e-07136
GO:015011512LiverCirrhoticcell-substrate junction organization51/4634101/187232.08e-087.47e-0751
GO:004206012LiverCirrhoticwound healing155/4634422/187232.12e-087.56e-07155
GO:005125812LiverCirrhoticprotein polymerization116/4634297/187232.87e-089.78e-07116
GO:000836012LiverCirrhoticregulation of cell shape69/4634154/187234.21e-081.36e-0669
GO:19054755LiverCirrhoticregulation of protein localization to membrane76/4634175/187234.55e-081.45e-0676
GO:00313337LiverCirrhoticnegative regulation of protein-containing complex assembly64/4634141/187237.08e-082.14e-0664
GO:005101712LiverCirrhoticactin filament bundle assembly69/4634157/187231.06e-073.05e-0669
GO:011005312LiverCirrhoticregulation of actin filament organization108/4634278/187231.17e-073.32e-06108
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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
DMTNSNVMissense_Mutationc.787A>Tp.Ile263Phep.I263FQ08495protein_codingtolerated(0.23)possibly_damaging(0.593)TCGA-AR-A1AV-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
DMTNSNVMissense_Mutationrs750730863c.1079C>Tp.Pro360Leup.P360LQ08495protein_codingtolerated(0.09)probably_damaging(0.998)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
DMTNinsertionFrame_Shift_Insnovelc.848_849insGATTTTAGTTTTCTTTGTGTp.Thr284IlefsTer7p.T284Ifs*7Q08495protein_codingTCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DMTNinsertionNonsense_Mutationnovelc.755_756insACATTCAAGTGTCTAAGTCTTGGCTCCATCTTCCTTTCTCp.Leu253HisfsTer5p.L253Hfs*5Q08495protein_codingTCGA-BH-A0E7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DMTNdeletionFrame_Shift_Delnovelc.731delNp.Thr245LeufsTer7p.T245Lfs*7Q08495protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DMTNSNVMissense_Mutationc.568N>Ap.Asp190Asnp.D190NQ08495protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
DMTNSNVMissense_Mutationc.871N>Tp.Pro291Serp.P291SQ08495protein_codingdeleterious(0.05)possibly_damaging(0.796)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
DMTNSNVMissense_Mutationrs534685259c.226G>Ap.Val76Metp.V76MQ08495protein_codingtolerated(0.1)benign(0.403)TCGA-NH-A8F8-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
DMTNSNVMissense_Mutationnovelc.131N>Cp.Leu44Prop.L44PQ08495protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DMTNdeletionFrame_Shift_Delc.359delNp.Arg122GlyfsTer109p.R122Gfs*109Q08495protein_codingTCGA-AZ-6598-01Colorectumcolon 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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