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: GLIPR2

Gene summary for GLIPR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GLIPR2

Gene ID

152007

Gene nameGLI pathogenesis related 2
Gene AliasC9orf19
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q5VZR0


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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
152007GLIPR2LZE24THumanEsophagusESCC1.07e-021.68e-010.0596
152007GLIPR2P2T-EHumanEsophagusESCC5.03e-376.40e-010.1177
152007GLIPR2P4T-EHumanEsophagusESCC3.33e-072.19e-010.1323
152007GLIPR2P5T-EHumanEsophagusESCC8.40e-041.07e-010.1327
152007GLIPR2P8T-EHumanEsophagusESCC2.56e-162.98e-010.0889
152007GLIPR2P9T-EHumanEsophagusESCC1.67e-042.11e-010.1131
152007GLIPR2P10T-EHumanEsophagusESCC2.05e-071.18e-010.116
152007GLIPR2P11T-EHumanEsophagusESCC6.00e-062.91e-010.1426
152007GLIPR2P12T-EHumanEsophagusESCC3.97e-041.13e-010.1122
152007GLIPR2P16T-EHumanEsophagusESCC8.08e-193.42e-010.1153
152007GLIPR2P17T-EHumanEsophagusESCC4.44e-022.53e-010.1278
152007GLIPR2P19T-EHumanEsophagusESCC1.65e-106.32e-010.1662
152007GLIPR2P24T-EHumanEsophagusESCC8.40e-041.03e-010.1287
152007GLIPR2P28T-EHumanEsophagusESCC3.89e-122.22e-010.1149
152007GLIPR2P32T-EHumanEsophagusESCC9.56e-081.98e-010.1666
152007GLIPR2P44T-EHumanEsophagusESCC9.06e-052.24e-010.1096
152007GLIPR2P47T-EHumanEsophagusESCC1.66e-021.06e-010.1067
152007GLIPR2P49T-EHumanEsophagusESCC3.30e-075.02e-010.1768
152007GLIPR2P61T-EHumanEsophagusESCC3.89e-031.50e-010.099
152007GLIPR2P74T-EHumanEsophagusESCC3.62e-062.02e-010.1479
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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
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
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:00107184EsophagusESCCpositive regulation of epithelial to mesenchymal transition40/855252/187234.25e-064.56e-0540
GO:00018378EsophagusESCCepithelial to mesenchymal transition95/8552157/187231.25e-048.56e-0495
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00107174EsophagusESCCregulation of epithelial to mesenchymal transition61/855299/187231.01e-035.09e-0361
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:00107183Oral cavityOSCCpositive regulation of epithelial to mesenchymal transition35/730552/187233.34e-053.00e-0435
GO:000166719Oral cavityOSCCameboidal-type cell migration228/7305475/187233.46e-053.10e-04228
GO:001063118Oral cavityOSCCepithelial cell migration174/7305357/187231.04e-047.70e-04174
GO:009013218Oral cavityOSCCepithelium migration175/7305360/187231.18e-048.54e-04175
GO:009013018Oral cavityOSCCtissue migration176/7305365/187231.92e-041.29e-03176
GO:00018377Oral cavityOSCCepithelial to mesenchymal transition82/7305157/187235.09e-042.98e-0382
GO:00107173Oral cavityOSCCregulation of epithelial to mesenchymal transition54/730599/187231.21e-036.10e-0354
GO:001063418Oral cavityOSCCpositive regulation of epithelial cell migration88/7305176/187231.91e-038.94e-0388
GO:001063218Oral cavityOSCCregulation of epithelial cell migration136/7305292/187234.82e-031.92e-02136
GO:00434107Oral cavityOSCCpositive regulation of MAPK cascade213/7305480/187238.71e-033.16e-02213
GO:00703716Oral cavityOSCCERK1 and ERK2 cascade150/7305330/187239.47e-033.38e-02150
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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
GLIPR2SNVMissense_Mutationnovelc.409G>Tp.Gly137Trpp.G137WQ9H4G4protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GLIPR2deletionFrame_Shift_Delnovelc.166_176delNNNNNNNNNNNp.Glu57TrpfsTer13p.E57Wfs*13Q9H4G4protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
GLIPR2SNVMissense_Mutationnovelc.256N>Ap.Glu86Lysp.E86KQ9H4G4protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3814-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GLIPR2SNVMissense_Mutationnovelc.74N>Cp.Gly25Alap.G25AQ9H4G4protein_codingtolerated(0.14)benign(0.044)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
GLIPR2SNVMissense_Mutationrs201812895c.146C>Tp.Thr49Metp.T49MQ9H4G4protein_codingdeleterious(0.02)possibly_damaging(0.794)TCGA-AH-6544-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
GLIPR2deletionFrame_Shift_Delc.78delNp.Pro28HisfsTer2p.P28Hfs*2Q9H4G4protein_codingTCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
GLIPR2SNVMissense_Mutationrs749643384c.349G>Ap.Val117Metp.V117MQ9H4G4protein_codingdeleterious(0.04)possibly_damaging(0.738)TCGA-A5-A0GM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GLIPR2SNVMissense_Mutationnovelc.445N>Ap.Val149Ilep.V149IQ9H4G4protein_codingdeleterious(0.03)benign(0.003)TCGA-B5-A5OC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycisplatinSD
GLIPR2SNVMissense_Mutationrs201812895c.146C>Tp.Thr49Metp.T49MQ9H4G4protein_codingdeleterious(0.02)possibly_damaging(0.794)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GLIPR2SNVMissense_Mutationnovelc.272N>Cp.Asn91Thrp.N91TQ9H4G4protein_codingdeleterious(0)probably_damaging(0.972)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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