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: GTPBP10

Gene summary for GTPBP10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTPBP10

Gene ID

85865

Gene nameGTP binding protein 10
Gene AliasObgH2
Cytomap7q21.13
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A4D1E9


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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
85865GTPBP10S41HumanLiverCirrhotic1.70e-033.46e-01-0.0343
85865GTPBP10HCC1_MengHumanLiverHCC1.56e-31-1.63e-030.0246
85865GTPBP10HCC2_MengHumanLiverHCC1.49e-062.10e-020.0107
85865GTPBP10HCC1HumanLiverHCC4.26e-062.59e+000.5336
85865GTPBP10HCC2HumanLiverHCC6.76e-293.70e+000.5341
85865GTPBP10HCC5HumanLiverHCC1.75e-161.09e+000.4932
85865GTPBP10S014HumanLiverHCC2.01e-073.38e-010.2254
85865GTPBP10S015HumanLiverHCC7.73e-125.47e-010.2375
85865GTPBP10S016HumanLiverHCC3.11e-134.66e-010.2243
85865GTPBP10S028HumanLiverHCC8.36e-043.72e-010.2503
85865GTPBP10S029HumanLiverHCC1.35e-063.93e-010.2581
85865GTPBP10male-WTAHumanThyroidPTC9.54e-115.81e-020.1037
85865GTPBP10PTC01HumanThyroidPTC2.99e-042.83e-020.1899
85865GTPBP10PTC04HumanThyroidPTC5.06e-106.36e-020.1927
85865GTPBP10PTC05HumanThyroidPTC6.33e-081.63e-010.2065
85865GTPBP10PTC06HumanThyroidPTC2.98e-152.89e-010.2057
85865GTPBP10PTC07HumanThyroidPTC6.77e-091.53e-010.2044
85865GTPBP10ATC12HumanThyroidATC6.14e-051.88e-020.34
85865GTPBP10ATC13HumanThyroidATC4.92e-691.23e+000.34
85865GTPBP10ATC2HumanThyroidATC8.82e-085.58e-010.34
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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
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:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:002261312LiverCirrhoticribonucleoprotein complex biogenesis231/4634463/187233.28e-326.86e-29231
GO:004225412LiverCirrhoticribosome biogenesis154/4634299/187231.18e-236.72e-21154
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:0022613113ThyroidPTCribonucleoprotein complex biogenesis292/5968463/187233.24e-442.05e-40292
GO:0042254113ThyroidPTCribosome biogenesis202/5968299/187233.47e-375.47e-34202
GO:002261334ThyroidATCribonucleoprotein complex biogenesis292/6293463/187233.05e-399.63e-36292
GO:004225434ThyroidATCribosome biogenesis203/6293299/187233.63e-344.59e-31203
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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
GTPBP10SNVMissense_Mutationnovelc.475N>Tp.Ala159Serp.A159SA4D1E9protein_codingdeleterious(0)probably_damaging(0.986)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
GTPBP10SNVMissense_Mutationrs139533783c.190C>Tp.Arg64Trpp.R64WA4D1E9protein_codingdeleterious(0.01)possibly_damaging(0.72)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTPBP10SNVMissense_Mutationnovelc.836A>Cp.Lys279Thrp.K279TA4D1E9protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTPBP10SNVMissense_Mutationc.1008N>Cp.Lys336Asnp.K336NA4D1E9protein_codingdeleterious(0)possibly_damaging(0.901)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GTPBP10SNVMissense_Mutationc.56N>Cp.Leu19Prop.L19PA4D1E9protein_codingdeleterious(0)probably_damaging(0.988)TCGA-D8-A1JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
GTPBP10SNVMissense_Mutationc.835N>Gp.Lys279Glup.K279EA4D1E9protein_codingdeleterious(0)probably_damaging(1)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
GTPBP10SNVMissense_Mutationc.1008N>Tp.Lys336Asnp.K336NA4D1E9protein_codingdeleterious(0)possibly_damaging(0.901)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
GTPBP10SNVMissense_Mutationnovelc.1028T>Cp.Leu343Prop.L343PA4D1E9protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GTPBP10SNVMissense_Mutationnovelc.19G>Ap.Val7Metp.V7MA4D1E9protein_codingtolerated(0.07)benign(0.006)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
GTPBP10SNVMissense_Mutationrs774098926c.416N>Ap.Arg139Glnp.R139QA4D1E9protein_codingtolerated(0.16)benign(0.067)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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