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: GTPBP1

Gene summary for GTPBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTPBP1

Gene ID

9567

Gene nameGTP binding protein 1
Gene AliasGP-1
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O00178


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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
9567GTPBP1LZE7THumanEsophagusESCC1.90e-024.38e-020.0667
9567GTPBP1LZE20THumanEsophagusESCC2.43e-048.29e-020.0662
9567GTPBP1LZE21D1HumanEsophagusHGIN8.81e-093.11e-010.0632
9567GTPBP1LZE24THumanEsophagusESCC5.90e-151.38e-010.0596
9567GTPBP1LZE21THumanEsophagusESCC1.39e-022.73e-010.0655
9567GTPBP1P1T-EHumanEsophagusESCC1.14e-094.26e-010.0875
9567GTPBP1P2T-EHumanEsophagusESCC1.10e-111.15e-010.1177
9567GTPBP1P4T-EHumanEsophagusESCC4.00e-052.78e-010.1323
9567GTPBP1P5T-EHumanEsophagusESCC9.33e-121.44e-010.1327
9567GTPBP1P8T-EHumanEsophagusESCC1.34e-151.18e-010.0889
9567GTPBP1P9T-EHumanEsophagusESCC9.90e-118.75e-020.1131
9567GTPBP1P10T-EHumanEsophagusESCC1.09e-079.11e-020.116
9567GTPBP1P11T-EHumanEsophagusESCC1.29e-113.13e-010.1426
9567GTPBP1P12T-EHumanEsophagusESCC1.04e-081.31e-010.1122
9567GTPBP1P15T-EHumanEsophagusESCC8.13e-121.65e-010.1149
9567GTPBP1P16T-EHumanEsophagusESCC4.12e-101.02e-010.1153
9567GTPBP1P20T-EHumanEsophagusESCC2.95e-098.17e-020.1124
9567GTPBP1P21T-EHumanEsophagusESCC2.49e-111.80e-010.1617
9567GTPBP1P22T-EHumanEsophagusESCC2.16e-072.32e-010.1236
9567GTPBP1P23T-EHumanEsophagusESCC1.05e-152.99e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:190331120EsophagusHGINregulation of mRNA metabolic process91/2587288/187235.06e-159.78e-1391
GO:000989626EsophagusHGINpositive regulation of catabolic process126/2587492/187231.46e-122.09e-10126
GO:003133126EsophagusHGINpositive regulation of cellular catabolic process112/2587427/187235.15e-126.72e-10112
GO:000914419EsophagusHGINpurine nucleoside triphosphate metabolic process36/258788/187233.49e-103.05e-0836
GO:000640120EsophagusHGINRNA catabolic process77/2587278/187237.63e-106.36e-0877
GO:000640220EsophagusHGINmRNA catabolic process67/2587232/187231.47e-091.13e-0767
GO:000920518EsophagusHGINpurine ribonucleoside triphosphate metabolic process33/258782/187233.10e-092.27e-0733
GO:003465519EsophagusHGINnucleobase-containing compound catabolic process98/2587407/187231.44e-088.94e-0798
GO:000914120EsophagusHGINnucleoside triphosphate metabolic process39/2587112/187231.56e-089.53e-0739
GO:000919917EsophagusHGINribonucleoside triphosphate metabolic process33/258789/187233.42e-081.97e-0633
GO:004670017EsophagusHGINheterocycle catabolic process103/2587445/187235.44e-082.99e-06103
GO:004427018EsophagusHGINcellular nitrogen compound catabolic process103/2587451/187231.10e-075.56e-06103
GO:001943917EsophagusHGINaromatic compound catabolic process105/2587467/187231.89e-079.31e-06105
GO:190331310EsophagusHGINpositive regulation of mRNA metabolic process38/2587118/187232.46e-071.16e-0538
GO:000641418EsophagusHGINtranslational elongation22/258755/187231.46e-065.56e-0522
GO:190136117EsophagusHGINorganic cyclic compound catabolic process106/2587495/187231.94e-067.13e-05106
GO:006101318EsophagusHGINregulation of mRNA catabolic process43/2587166/187232.48e-056.53e-0443
GO:006101410EsophagusHGINpositive regulation of mRNA catabolic process24/258787/187235.46e-047.73e-0324
GO:000911720EsophagusHGINnucleotide metabolic process92/2587489/187231.11e-031.36e-0292
GO:000675320EsophagusHGINnucleoside phosphate metabolic process93/2587497/187231.25e-031.49e-0293
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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
GTPBP1SNVMissense_Mutationc.801G>Cp.Met267Ilep.M267IO00178protein_codingdeleterious(0)possibly_damaging(0.595)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GTPBP1insertionNonsense_Mutationnovelc.1864_1865insTTGCCAAGGCTGGTCTCAAAACTCTTGGCTTGAAGTAATp.Ala622delinsValAlaLysAlaGlyLeuLysThrLeuGlyLeuLysTerSerp.A622delinsVAKAGLKTLGLK*SO00178protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GTPBP1deletionFrame_Shift_Delnovelc.717_723delNNNNNNNp.Ile240ArgfsTer19p.I240Rfs*19O00178protein_codingTCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
GTPBP1insertionFrame_Shift_Insnovelc.764_765insGGGTTATGATGGTCGCTCCACCTCACTCATTCACp.His256GlyfsTer13p.H256Gfs*13O00178protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
GTPBP1SNVMissense_Mutationnovelc.1008N>Tp.Lys336Asnp.K336NO00178protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTPBP1SNVMissense_Mutationnovelc.1720N>Ap.Leu574Ilep.L574IO00178protein_codingtolerated(0.43)benign(0.014)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTPBP1SNVMissense_Mutationc.508N>Ap.Asp170Asnp.D170NO00178protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A7X3-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinSD
GTPBP1SNVMissense_Mutationrs774067054c.20N>Ap.Arg7Hisp.R7HO00178protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.964)TCGA-LP-A7HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GTPBP1SNVMissense_Mutationc.1925N>Tp.Pro642Leup.P642LO00178protein_codingtolerated_low_confidence(0.1)benign(0.003)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GTPBP1SNVMissense_Mutationrs763639124c.1628N>Ap.Arg543Hisp.R543HO00178protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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