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:019873818SkinAKcell-cell signaling by wnt98/1910446/187231.26e-133.72e-1198
GO:004206028SkinAKwound healing91/1910422/187232.93e-126.67e-1091
GO:004873226SkinAKgland development93/1910436/187233.24e-127.10e-1093
GO:000691320SkinAKnucleocytoplasmic transport69/1910301/187237.63e-111.29e-0869
GO:005116920SkinAKnuclear transport69/1910301/187237.63e-111.29e-0869
GO:003011118SkinAKregulation of Wnt signaling pathway73/1910328/187239.27e-111.52e-0873
GO:190382927SkinAKpositive regulation of cellular protein localization64/1910276/187232.23e-103.00e-0864
GO:006007017SkinAKcanonical Wnt signaling pathway67/1910303/187237.30e-107.45e-0867
GO:006156416SkinAKaxon development91/1910467/187238.60e-108.63e-0891
GO:000170120SkinAKin utero embryonic development75/1910367/187233.09e-092.62e-0775
GO:004578528SkinAKpositive regulation of cell adhesion85/1910437/187233.40e-092.79e-0785
GO:006082818SkinAKregulation of canonical Wnt signaling pathway57/1910253/187236.57e-094.47e-0757
GO:007259426SkinAKestablishment of protein localization to organelle81/1910422/187231.48e-089.11e-0781
GO:000740916SkinAKaxonogenesis80/1910418/187232.07e-081.19e-0680
GO:000164919SkinAKosteoblast differentiation52/1910229/187232.27e-081.28e-0652
GO:000150318SkinAKossification78/1910408/187233.26e-081.76e-0678
GO:003450419SkinAKprotein localization to nucleus60/1910290/187237.27e-083.53e-0660
GO:002261217SkinAKgland morphogenesis32/1910118/187231.68e-077.09e-0632
GO:003238619SkinAKregulation of intracellular transport65/1910337/187233.23e-071.27e-0565
GO:004860819SkinAKreproductive structure development77/1910424/187233.56e-071.36e-0577
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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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