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:000961222CervixN_HPVresponse to mechanical stimulus19/534216/187231.46e-054.55e-0419
GO:190290325CervixN_HPVregulation of supramolecular fiber organization27/534383/187231.61e-054.86e-0427
GO:000701525CervixN_HPVactin filament organization29/534442/187233.00e-058.02e-0429
GO:003297025CervixN_HPVregulation of actin filament-based process27/534397/187233.03e-058.02e-0427
GO:007149624CervixN_HPVcellular response to external stimulus23/534320/187235.03e-051.15e-0323
GO:004325425CervixN_HPVregulation of protein-containing complex assembly26/534428/187232.62e-044.15e-0326
GO:190290423CervixN_HPVnegative regulation of supramolecular fiber organization14/534167/187233.16e-044.75e-0314
GO:003295625CervixN_HPVregulation of actin cytoskeleton organization22/534358/187236.55e-048.42e-0322
GO:005125824CervixN_HPVprotein polymerization19/534297/187239.32e-041.11e-0219
GO:000641725CervixN_HPVregulation of translation26/534468/187239.95e-041.18e-0226
GO:001063914CervixN_HPVnegative regulation of organelle organization21/534348/187231.08e-031.25e-0221
GO:003109922CervixN_HPVregeneration14/534198/187231.69e-031.72e-0214
GO:003227213CervixN_HPVnegative regulation of protein polymerization8/53480/187231.99e-031.95e-028
GO:00308378CervixN_HPVnegative regulation of actin filament polymerization7/53465/187232.46e-032.22e-027
GO:003227124CervixN_HPVregulation of protein polymerization15/534233/187232.92e-032.51e-0215
GO:00510922CervixN_HPVpositive regulation of NF-kappaB transcription factor activity11/534152/187234.28e-033.26e-0211
GO:002241114CervixN_HPVcellular component disassembly23/534443/187234.41e-033.33e-0223
GO:006053722CervixN_HPVmuscle tissue development21/534403/187236.10e-034.21e-0221
GO:011005325CervixN_HPVregulation of actin filament organization16/534278/187236.37e-034.37e-0216
GO:00219531CervixN_HPVcentral nervous system neuron differentiation11/534162/187236.86e-034.55e-0211
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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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