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
136319MTPNP32T-EHumanEsophagusESCC3.45e-731.64e+000.1666
136319MTPNP36T-EHumanEsophagusESCC5.62e-319.56e-010.1187
136319MTPNP37T-EHumanEsophagusESCC3.88e-411.01e+000.1371
136319MTPNP38T-EHumanEsophagusESCC3.49e-094.93e-010.127
136319MTPNP39T-EHumanEsophagusESCC2.54e-175.58e-010.0894
136319MTPNP40T-EHumanEsophagusESCC5.13e-135.48e-010.109
136319MTPNP42T-EHumanEsophagusESCC4.97e-349.67e-010.1175
136319MTPNP44T-EHumanEsophagusESCC5.36e-217.39e-010.1096
136319MTPNP47T-EHumanEsophagusESCC2.50e-225.84e-010.1067
136319MTPNP48T-EHumanEsophagusESCC1.52e-153.58e-010.0959
136319MTPNP49T-EHumanEsophagusESCC2.23e-202.82e+000.1768
136319MTPNP52T-EHumanEsophagusESCC1.19e-227.35e-010.1555
136319MTPNP54T-EHumanEsophagusESCC8.13e-328.68e-010.0975
136319MTPNP56T-EHumanEsophagusESCC4.11e-081.01e+000.1613
136319MTPNP57T-EHumanEsophagusESCC8.94e-155.29e-010.0926
136319MTPNP61T-EHumanEsophagusESCC3.50e-175.46e-010.099
136319MTPNP62T-EHumanEsophagusESCC2.94e-426.99e-010.1302
136319MTPNP65T-EHumanEsophagusESCC8.45e-317.24e-010.0978
136319MTPNP74T-EHumanEsophagusESCC9.22e-461.42e+000.1479
136319MTPNP75T-EHumanEsophagusESCC1.42e-288.32e-010.1125
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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:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:003297010CervixCCregulation of actin filament-based process96/2311397/187234.00e-118.54e-0996
GO:190290310CervixCCregulation of supramolecular fiber organization92/2311383/187231.49e-102.48e-0892
GO:003295610CervixCCregulation of actin cytoskeleton organization86/2311358/187235.90e-107.51e-0886
GO:007149610CervixCCcellular response to external stimulus78/2311320/187231.82e-091.98e-0778
GO:004325410CervixCCregulation of protein-containing complex assembly96/2311428/187232.91e-093.05e-0796
GO:011005310CervixCCregulation of actin filament organization67/2311278/187234.01e-082.54e-0667
GO:005125810CervixCCprotein polymerization70/2311297/187235.20e-083.11e-0670
GO:003227110CervixCCregulation of protein polymerization57/2311233/187232.37e-071.03e-0557
GO:00081549CervixCCactin polymerization or depolymerization51/2311218/187234.05e-061.05e-0451
GO:00510904CervixCCregulation of DNA-binding transcription factor activity87/2311440/187234.85e-061.22e-0487
GO:00712148CervixCCcellular response to abiotic stimulus69/2311331/187237.36e-061.73e-0469
GO:01040048CervixCCcellular response to environmental stimulus69/2311331/187237.36e-061.73e-0469
GO:00160498CervixCCcell growth92/2311482/187231.16e-052.49e-0492
GO:00300419CervixCCactin filament polymerization45/2311191/187231.20e-052.54e-0445
GO:00310996CervixCCregeneration46/2311198/187231.43e-052.84e-0446
GO:00325359CervixCCregulation of cellular component size76/2311383/187231.66e-053.21e-0476
GO:000641710CervixCCregulation of translation89/2311468/187231.86e-053.46e-0489
GO:19029048CervixCCnegative regulation of supramolecular fiber organization40/2311167/187232.39e-054.17e-0440
GO:00096127CervixCCresponse to mechanical stimulus48/2311216/187233.23e-055.29e-0448
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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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