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:00301941LiverCirrhoticpositive regulation of blood coagulation15/463423/187234.75e-055.50e-0415
GO:19000481LiverCirrhoticpositive regulation of hemostasis15/463423/187234.75e-055.50e-0415
GO:00329846LiverCirrhoticprotein-containing complex disassembly82/4634224/187234.78e-055.54e-0482
GO:000193312LiverCirrhoticnegative regulation of protein phosphorylation117/4634342/187234.84e-055.59e-04117
GO:00066122LiverCirrhoticprotein targeting to membrane53/4634131/187235.17e-055.95e-0453
GO:19038285LiverCirrhoticnegative regulation of cellular protein localization48/4634117/187237.59e-058.41e-0448
GO:00712487LiverCirrhoticcellular response to metal ion73/4634197/187237.73e-058.54e-0473
GO:000759611LiverCirrhoticblood coagulation79/4634217/187238.06e-058.81e-0479
GO:00341097LiverCirrhotichomotypic cell-cell adhesion39/463490/187238.57e-059.25e-0439
GO:00508201LiverCirrhoticpositive regulation of coagulation15/463424/187239.76e-051.03e-0315
GO:000759911LiverCirrhotichemostasis80/4634222/187231.08e-041.10e-0380
GO:001077012LiverCirrhoticpositive regulation of cell morphogenesis involved in differentiation35/463479/187231.13e-041.14e-0335
GO:00712417LiverCirrhoticcellular response to inorganic substance81/4634226/187231.21e-041.20e-0381
GO:19029046LiverCirrhoticnegative regulation of supramolecular fiber organization63/4634167/187231.29e-041.26e-0363
GO:00322727LiverCirrhoticnegative regulation of protein polymerization35/463480/187231.54e-041.47e-0335
GO:005081711LiverCirrhoticcoagulation79/4634222/187231.90e-041.76e-0379
GO:00457857LiverCirrhoticpositive regulation of cell adhesion141/4634437/187232.05e-041.89e-03141
GO:000226212LiverCirrhoticmyeloid cell homeostasis59/4634157/187232.33e-042.11e-0359
GO:00107611LiverCirrhoticfibroblast migration23/463447/187232.84e-042.51e-0323
GO:00308376LiverCirrhoticnegative regulation of actin filament polymerization29/463465/187233.68e-043.09e-0329
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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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