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: LRIG2

Gene summary for LRIG2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRIG2

Gene ID

9860

Gene nameleucine rich repeats and immunoglobulin like domains 2
Gene AliasLIG-2
Cytomap1p13.2
Gene Typeprotein-coding
GO ID

GO:0001764

UniProtAcc

O94898


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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
9860LRIG2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.61e-03-2.46e-02-0.1869
9860LRIG2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.25e-03-3.95e-02-0.1883
9860LRIG2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.65e-03-8.51e-02-0.1917
9860LRIG2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.44e-04-6.51e-02-0.1916
9860LRIG2LZE4THumanEsophagusESCC3.63e-041.32e-010.0811
9860LRIG2P2T-EHumanEsophagusESCC4.02e-101.96e-010.1177
9860LRIG2P4T-EHumanEsophagusESCC4.85e-039.87e-020.1323
9860LRIG2P5T-EHumanEsophagusESCC7.70e-086.63e-020.1327
9860LRIG2P8T-EHumanEsophagusESCC7.53e-091.27e-010.0889
9860LRIG2P9T-EHumanEsophagusESCC4.98e-028.43e-020.1131
9860LRIG2P10T-EHumanEsophagusESCC3.17e-355.09e-010.116
9860LRIG2P11T-EHumanEsophagusESCC1.16e-031.77e-010.1426
9860LRIG2P12T-EHumanEsophagusESCC7.87e-497.23e-010.1122
9860LRIG2P15T-EHumanEsophagusESCC6.76e-061.67e-010.1149
9860LRIG2P16T-EHumanEsophagusESCC1.16e-089.19e-020.1153
9860LRIG2P20T-EHumanEsophagusESCC4.82e-041.22e-010.1124
9860LRIG2P21T-EHumanEsophagusESCC1.06e-043.91e-020.1617
9860LRIG2P22T-EHumanEsophagusESCC1.97e-131.63e-010.1236
9860LRIG2P23T-EHumanEsophagusESCC3.42e-031.33e-010.108
9860LRIG2P26T-EHumanEsophagusESCC1.10e-058.70e-020.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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:004217617EndometriumEECregulation of protein catabolic process103/2168391/187233.54e-161.52e-13103
GO:190382917EndometriumEECpositive regulation of cellular protein localization67/2168276/187232.27e-091.84e-0767
GO:006156412EndometriumEECaxon development93/2168467/187239.60e-084.69e-0693
GO:004217716EndometriumEECnegative regulation of protein catabolic process35/2168121/187231.79e-078.20e-0635
GO:004586117EndometriumEECnegative regulation of proteolysis72/2168351/187238.46e-072.98e-0572
GO:003109914EndometriumEECregeneration45/2168198/187236.19e-061.49e-0445
GO:003133017EndometriumEECnegative regulation of cellular catabolic process55/2168262/187237.93e-061.80e-0455
GO:000989516EndometriumEECnegative regulation of catabolic process61/2168320/187235.76e-058.97e-0461
GO:001097513EndometriumEECregulation of neuron projection development79/2168445/187236.80e-051.01e-0379
GO:190303415EndometriumEECregulation of response to wounding36/2168167/187231.58e-041.99e-0336
GO:00017641EndometriumEECneuron migration33/2168156/187234.17e-044.38e-0333
GO:0031102EndometriumEECneuron projection regeneration15/216860/187232.88e-032.03e-0215
GO:00311031EndometriumEECaxon regeneration13/216852/187235.34e-033.31e-0213
GO:00486783EndometriumEECresponse to axon injury18/216883/187236.04e-033.57e-0218
GO:0042176111EsophagusESCCregulation of protein catabolic process280/8552391/187238.65e-262.39e-23280
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:0009895111EsophagusESCCnegative regulation of catabolic process201/8552320/187233.88e-101.05e-08201
GO:0031330111EsophagusESCCnegative regulation of cellular catabolic process166/8552262/187235.17e-091.08e-07166
GO:0042177111EsophagusESCCnegative regulation of protein catabolic process84/8552121/187231.03e-071.69e-0684
GO:003109910EsophagusESCCregeneration122/8552198/187234.26e-064.57e-05122
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0436022EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0436032EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
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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
LRIG2SNVMissense_Mutationc.1942G>Ap.Glu648Lysp.E648KO94898protein_codingdeleterious(0.03)possibly_damaging(0.893)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LRIG2SNVMissense_Mutationc.2401G>Cp.Asp801Hisp.D801HO94898protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LRIG2SNVMissense_Mutationnovelc.1225C>Gp.Leu409Valp.L409VO94898protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
LRIG2SNVMissense_Mutationc.2909C>Tp.Ala970Valp.A970VO94898protein_codingtolerated(0.6)benign(0)TCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
LRIG2SNVMissense_Mutationnovelc.1706N>Gp.Asn569Serp.N569SO94898protein_codingtolerated(0.13)benign(0.012)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LRIG2SNVMissense_Mutationc.161N>Ap.Leu54Glnp.L54QO94898protein_codingdeleterious(0)probably_damaging(0.96)TCGA-D8-A1Y0-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamide+methotrexatum+fluorouracillumSD
LRIG2SNVMissense_Mutationc.250N>Gp.His84Aspp.H84DO94898protein_codingdeleterious(0.02)benign(0.048)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRIG2deletionFrame_Shift_Delnovelc.1146delTp.Phe382LeufsTer10p.F382Lfs*10O94898protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LRIG2SNVMissense_Mutationnovelc.2903C>Tp.Pro968Leup.P968LO94898protein_codingtolerated(0.32)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRIG2SNVMissense_Mutationc.2617N>Ap.Glu873Lysp.E873KO94898protein_codingdeleterious(0)possibly_damaging(0.824)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<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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