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: MTPN

Gene summary for MTPN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MTPN

Gene ID

136319

Gene namemyotrophin
Gene AliasGCDP
Cytomap7q33
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

P58546


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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
136319MTPNCA_HPV_1HumanCervixCC4.38e-12-5.54e-020.0264
136319MTPNN_HPV_1HumanCervixN_HPV2.87e-02-1.20e-010.0079
136319MTPNCCI_1HumanCervixCC4.69e-04-6.18e-010.528
136319MTPNCCI_3HumanCervixCC3.06e-06-6.13e-010.516
136319MTPNCCII_1HumanCervixCC2.24e-16-7.36e-010.3249
136319MTPNH2HumanCervixHSIL_HPV2.33e-07-3.52e-010.0632
136319MTPNL1HumanCervixCC2.05e-04-2.62e-010.0802
136319MTPNT1HumanCervixCC1.80e-03-4.03e-010.0918
136319MTPNT3HumanCervixCC4.89e-03-1.62e-010.1389
136319MTPNAEH-subject1HumanEndometriumAEH1.00e-11-3.34e-01-0.3059
136319MTPNAEH-subject2HumanEndometriumAEH3.90e-11-2.58e-01-0.2525
136319MTPNAEH-subject3HumanEndometriumAEH3.97e-09-2.72e-01-0.2576
136319MTPNAEH-subject4HumanEndometriumAEH7.88e-03-1.11e-01-0.2657
136319MTPNAEH-subject5HumanEndometriumAEH2.89e-02-1.96e-01-0.2953
136319MTPNEEC-subject1HumanEndometriumEEC1.41e-10-3.68e-01-0.2682
136319MTPNEEC-subject2HumanEndometriumEEC2.52e-18-4.41e-01-0.2607
136319MTPNEEC-subject3HumanEndometriumEEC2.40e-24-2.61e-01-0.2525
136319MTPNEEC-subject4HumanEndometriumEEC5.58e-03-2.13e-01-0.2571
136319MTPNEEC-subject5HumanEndometriumEEC1.14e-05-2.75e-01-0.249
136319MTPNGSM5276935HumanEndometriumEEC9.56e-06-2.85e-01-0.123
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001604918Oral cavityLPcell growth155/4623482/187231.08e-041.31e-03155
GO:0007015110Oral cavityLPactin filament organization143/4623442/187231.44e-041.65e-03143
GO:000806418Oral cavityLPregulation of actin polymerization or depolymerization69/4623188/187231.55e-041.76e-0369
GO:003083217Oral cavityLPregulation of actin filament length69/4623189/187231.86e-042.05e-0369
GO:000155817Oral cavityLPregulation of cell growth134/4623414/187232.25e-042.41e-03134
GO:003004119Oral cavityLPactin filament polymerization69/4623191/187232.65e-042.75e-0369
GO:000815419Oral cavityLPactin polymerization or depolymerization76/4623218/187234.67e-044.42e-0376
GO:003133319Oral cavityLPnegative regulation of protein-containing complex assembly52/4623141/187238.28e-047.24e-0352
GO:0110053110Oral cavityLPregulation of actin filament organization92/4623278/187239.25e-047.85e-0392
GO:00422461Oral cavityLPtissue regeneration30/462372/187231.13e-039.27e-0330
GO:005109114Oral cavityLPpositive regulation of DNA-binding transcription factor activity86/4623260/187231.35e-031.08e-0286
GO:004340311Oral cavityLPskeletal muscle tissue regeneration18/462337/187231.36e-031.08e-0218
GO:190290418Oral cavityLPnegative regulation of supramolecular fiber organization56/4623167/187236.19e-033.66e-0256
GO:004325426Oral cavityEOLPregulation of protein-containing complex assembly112/2218428/187231.58e-161.35e-13112
GO:000641726Oral cavityEOLPregulation of translation108/2218468/187234.04e-127.34e-10108
GO:190290326Oral cavityEOLPregulation of supramolecular fiber organization93/2218383/187236.50e-121.08e-0993
GO:000701526Oral cavityEOLPactin filament organization102/2218442/187231.61e-112.48e-09102
GO:003297026Oral cavityEOLPregulation of actin filament-based process93/2218397/187235.39e-117.03e-0993
GO:003227125Oral cavityEOLPregulation of protein polymerization64/2218233/187235.54e-117.07e-0964
GO:005125825Oral cavityEOLPprotein polymerization74/2218297/187232.65e-102.45e-0874
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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
MTPNSNVMissense_Mutationnovelc.7G>Ap.Asp3Asnp.D3NP58546protein_codingtolerated(0.3)possibly_damaging(0.649)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MTPNSNVMissense_Mutationnovelc.229T>Gp.Tyr77Aspp.Y77DP58546protein_codingdeleterious(0.01)possibly_damaging(0.814)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MTPNSNVMissense_Mutationc.188N>Ap.Ala63Aspp.A63DP58546protein_codingdeleterious(0.05)probably_damaging(0.988)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MTPNSNVMissense_Mutationc.310G>Ap.Ala104Thrp.A104TP58546protein_codingtolerated(0.34)probably_damaging(0.934)TCGA-BG-A0M7-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
MTPNSNVMissense_Mutationnovelc.147N>Cp.Glu49Aspp.E49DP58546protein_codingtolerated(0.53)benign(0.007)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MTPNSNVMissense_Mutationc.18N>Ap.Phe6Leup.F6LP58546protein_codingtolerated(1)benign(0.389)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MTPNSNVMissense_Mutationnovelc.259N>Ap.Leu87Ilep.L87IP58546protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
MTPNSNVMissense_Mutationc.13N>Cp.Glu5Glnp.E5QP58546protein_codingtolerated(0.1)benign(0.214)TCGA-60-2708-01Lunglung squamous cell carcinomaFemale<65I/IIChemotherapycarboplatinSD
MTPNSNVMissense_Mutationnovelc.232G>Ap.Glu78Lysp.E78KP58546protein_codingdeleterious(0)probably_damaging(0.957)TCGA-KU-A6H7-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIChemotherapycisplatinCR
MTPNSNVMissense_Mutationc.310N>Ap.Ala104Thrp.A104TP58546protein_codingtolerated(0.34)probably_damaging(0.934)TCGA-HU-A4H2-01Stomachstomach adenocarcinomaFemale<65III/IVUnknownUnknownSD
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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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