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: GPN1

Gene summary for GPN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPN1

Gene ID

11321

Gene nameGPN-loop GTPase 1
Gene AliasATPBD1A
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9HCN4


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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
11321GPN1LZE4THumanEsophagusESCC1.89e-136.68e-010.0811
11321GPN1LZE7THumanEsophagusESCC7.35e-033.29e-010.0667
11321GPN1LZE20THumanEsophagusESCC5.76e-036.98e-020.0662
11321GPN1LZE24THumanEsophagusESCC8.74e-062.69e-010.0596
11321GPN1LZE6THumanEsophagusESCC1.32e-054.38e-010.0845
11321GPN1P2T-EHumanEsophagusESCC4.03e-276.03e-010.1177
11321GPN1P4T-EHumanEsophagusESCC3.61e-297.98e-010.1323
11321GPN1P5T-EHumanEsophagusESCC3.85e-296.66e-010.1327
11321GPN1P8T-EHumanEsophagusESCC4.58e-152.39e-010.0889
11321GPN1P9T-EHumanEsophagusESCC2.33e-111.55e-010.1131
11321GPN1P10T-EHumanEsophagusESCC9.15e-234.09e-010.116
11321GPN1P11T-EHumanEsophagusESCC2.22e-127.67e-010.1426
11321GPN1P12T-EHumanEsophagusESCC2.36e-255.34e-010.1122
11321GPN1P15T-EHumanEsophagusESCC2.62e-225.69e-010.1149
11321GPN1P16T-EHumanEsophagusESCC2.98e-244.30e-010.1153
11321GPN1P19T-EHumanEsophagusESCC6.23e-048.83e-010.1662
11321GPN1P20T-EHumanEsophagusESCC1.61e-083.05e-010.1124
11321GPN1P21T-EHumanEsophagusESCC5.13e-265.28e-010.1617
11321GPN1P22T-EHumanEsophagusESCC2.04e-265.82e-010.1236
11321GPN1P23T-EHumanEsophagusESCC2.78e-236.02e-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
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
∗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
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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
GPN1insertionNonsense_Mutationnovelc.224_225insGATGAAATAAATCACAACTGTTTTCp.Val76MetfsTer3p.V76Mfs*3Q9HCN4protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPN1SNVMissense_Mutationc.1001N>Tp.Ser334Phep.S334FQ9HCN4protein_codingdeleterious(0)probably_damaging(0.986)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GPN1SNVMissense_Mutationc.655N>Tp.Asp219Tyrp.D219YQ9HCN4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3968-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GPN1SNVMissense_Mutationc.1133C>Tp.Ser378Leup.S378LQ9HCN4protein_codingtolerated(0.15)benign(0.084)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GPN1SNVMissense_Mutationc.1036N>Ap.Glu346Lysp.E346KQ9HCN4protein_codingtolerated(0.05)benign(0.037)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
GPN1SNVMissense_Mutationnovelc.368N>Gp.Ile123Serp.I123SQ9HCN4protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GPN1SNVMissense_Mutationc.1121N>Gp.Phe374Cysp.F374CQ9HCN4protein_codingdeleterious(0)probably_damaging(0.99)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
GPN1SNVMissense_Mutationc.358N>Tp.Met120Leup.M120LQ9HCN4protein_codingtolerated(0.85)benign(0.012)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GPN1SNVMissense_Mutationnovelc.632N>Tp.Ser211Ilep.S211IQ9HCN4protein_codingdeleterious(0.02)possibly_damaging(0.761)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GPN1SNVMissense_Mutationc.593T>Cp.Phe198Serp.F198SQ9HCN4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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