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: GLI3

Gene summary for GLI3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GLI3

Gene ID

2737

Gene nameGLI family zinc finger 3
Gene AliasACLS
Cytomap7p14.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P10071


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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
2737GLI3LZE24THumanEsophagusESCC2.92e-141.91e-010.0596
2737GLI3P2T-EHumanEsophagusESCC2.78e-071.25e-010.1177
2737GLI3P4T-EHumanEsophagusESCC1.80e-061.15e-010.1323
2737GLI3P5T-EHumanEsophagusESCC4.39e-042.19e-020.1327
2737GLI3P8T-EHumanEsophagusESCC9.10e-091.40e-010.0889
2737GLI3P9T-EHumanEsophagusESCC2.15e-041.01e-010.1131
2737GLI3P10T-EHumanEsophagusESCC5.79e-193.72e-010.116
2737GLI3P11T-EHumanEsophagusESCC2.76e-123.93e-010.1426
2737GLI3P12T-EHumanEsophagusESCC4.74e-172.04e-010.1122
2737GLI3P15T-EHumanEsophagusESCC6.99e-091.77e-010.1149
2737GLI3P16T-EHumanEsophagusESCC7.27e-201.12e-010.1153
2737GLI3P17T-EHumanEsophagusESCC3.43e-031.59e-010.1278
2737GLI3P21T-EHumanEsophagusESCC1.80e-111.03e-010.1617
2737GLI3P22T-EHumanEsophagusESCC2.36e-125.44e-020.1236
2737GLI3P23T-EHumanEsophagusESCC2.96e-131.59e-010.108
2737GLI3P24T-EHumanEsophagusESCC3.69e-091.79e-010.1287
2737GLI3P26T-EHumanEsophagusESCC5.76e-101.22e-010.1276
2737GLI3P27T-EHumanEsophagusESCC1.34e-131.85e-010.1055
2737GLI3P28T-EHumanEsophagusESCC5.22e-147.62e-020.1149
2737GLI3P30T-EHumanEsophagusESCC3.18e-082.07e-010.137
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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
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:00720067ThyroidPTCnephron development61/5968142/187233.49e-031.69e-0261
GO:002261219ThyroidPTCgland morphogenesis52/5968118/187233.56e-031.72e-0252
GO:00900907ThyroidPTCnegative regulation of canonical Wnt signaling pathway59/5968137/187233.76e-031.80e-0259
GO:002198713ThyroidPTCcerebral cortex development50/5968114/187234.71e-032.21e-0250
GO:00218011ThyroidPTCcerebral cortex radial glia guided migration14/596824/187236.65e-032.89e-0214
GO:00220301ThyroidPTCtelencephalon glial cell migration14/596824/187236.65e-032.89e-0214
GO:007216313ThyroidPTCmesonephric epithelium development41/596892/187237.12e-033.06e-0241
GO:007216413ThyroidPTCmesonephric tubule development41/596892/187237.12e-033.06e-0241
GO:000716219ThyroidPTCnegative regulation of cell adhesion117/5968303/187237.28e-033.12e-02117
GO:00611387ThyroidPTCmorphogenesis of a branching epithelium74/5968182/187237.45e-033.18e-0274
GO:00456697ThyroidPTCpositive regulation of osteoblast differentiation32/596869/187238.16e-033.44e-0232
GO:00309007ThyroidPTCforebrain development143/5968379/187238.47e-033.56e-02143
GO:000182313ThyroidPTCmesonephros development42/596896/187239.53e-033.91e-0242
GO:0045879ThyroidPTCnegative regulation of smoothened signaling pathway17/596832/187231.02e-024.11e-0217
GO:000165713ThyroidPTCureteric bud development40/596891/187231.02e-024.14e-0240
GO:00610056ThyroidPTCcell differentiation involved in kidney development27/596857/187231.04e-024.18e-0227
GO:00608402ThyroidPTCartery development43/5968100/187231.25e-024.88e-0243
GO:007259429ThyroidATCestablishment of protein localization to organelle247/6293422/187232.88e-261.40e-23247
GO:003238632ThyroidATCregulation of intracellular transport203/6293337/187236.16e-241.85e-21203
GO:003315726ThyroidATCregulation of intracellular protein transport147/6293229/187232.01e-214.38e-19147
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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
GLI3SNVMissense_Mutationc.1620C>Ap.His540Glnp.H540QP10071protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GLI3SNVMissense_Mutationnovelc.3213N>Cp.Glu1071Aspp.E1071DP10071protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GLI3SNVMissense_Mutationc.2308N>Cp.Ala770Prop.A770PP10071protein_codingtolerated(0.08)benign(0.007)TCGA-B6-A0IM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GLI3SNVMissense_Mutationc.3437T>Gp.Leu1146Argp.L1146RP10071protein_codingdeleterious(0.04)benign(0.014)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GLI3SNVMissense_Mutationnovelc.1763C>Tp.Ser588Leup.S588LP10071protein_codingdeleterious(0)probably_damaging(0.995)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
GLI3SNVMissense_Mutationc.2422N>Cp.Ile808Leup.I808LP10071protein_codingtolerated(0.55)benign(0.065)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GLI3SNVMissense_Mutationc.1336N>Tp.Pro446Serp.P446SP10071protein_codingdeleterious(0.04)benign(0.336)TCGA-E2-A14P-01Breastbreast invasive carcinomaFemale>=65III/IVTargeted Molecular therapytrastuzumabSD
GLI3SNVMissense_Mutationc.1154N>Tp.Pro385Leup.P385LP10071protein_codingdeleterious(0.02)benign(0.099)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
GLI3insertionFrame_Shift_Insnovelc.4513_4514insTATGTATTTTAGCAATCTCATCTCACCTAACTGAGATGTGTTTCp.Asp1505ValfsTer21p.D1505Vfs*21P10071protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GLI3insertionNonsense_Mutationnovelc.767_768insTGTTTTAACAGGTTTTACATTTTTGCCTTAAATGATTGTTTGCp.Ser257ValfsTer10p.S257Vfs*10P10071protein_codingTCGA-A7-A0D9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
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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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