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: LHX2

Gene summary for LHX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LHX2

Gene ID

9355

Gene nameLIM homeobox 2
Gene AliasLH2
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

B3KNJ5


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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
9355LHX2P1_S1_AKHumanSkinAK1.93e-113.58e-01-0.3399
9355LHX2P2_S3_AKHumanSkinAK1.13e-164.40e-01-0.3287
9355LHX2P2_S4_SCCISHumanSkinSCCIS2.16e-072.39e-01-0.3043
9355LHX2P3_S6_AKHumanSkinAK2.08e-052.07e-01-0.3256
9355LHX2P2_cSCCHumanSkincSCC4.51e-155.45e-01-0.024
9355LHX2cSCC_p3HumanSkincSCC3.76e-028.09e-02-0.2085
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:000854417SkinAKepidermis development79/1910324/187231.04e-133.25e-1179
GO:00435889SkinAKskin development67/1910263/187239.02e-132.14e-1067
GO:006156416SkinAKaxon development91/1910467/187238.60e-108.63e-0891
GO:001604920SkinAKcell growth93/1910482/187239.55e-109.42e-0893
GO:000716326SkinAKestablishment or maintenance of cell polarity53/1910218/187231.32e-091.26e-0753
GO:005109826SkinAKregulation of binding74/1910363/187234.40e-093.30e-0774
GO:000740916SkinAKaxonogenesis80/1910418/187232.07e-081.19e-0680
GO:00423034SkinAKmolting cycle29/1910107/187236.35e-072.20e-0529
GO:00426334SkinAKhair cycle29/1910107/187236.35e-072.20e-0529
GO:00987733SkinAKskin epidermis development25/191085/187237.05e-072.41e-0525
GO:00019423SkinAKhair follicle development24/191081/187231.01e-063.21e-0524
GO:00224044SkinAKmolting cycle process24/191084/187232.08e-066.00e-0524
GO:00224054SkinAKhair cycle process24/191084/187232.08e-066.00e-0524
GO:006056016SkinAKdevelopmental growth involved in morphogenesis47/1910234/187234.30e-061.05e-0447
GO:005076713SkinAKregulation of neurogenesis65/1910364/187235.10e-061.19e-0465
GO:00309006SkinAKforebrain development66/1910379/187231.02e-052.17e-0466
GO:005110126SkinAKregulation of DNA binding28/1910118/187231.60e-053.09e-0428
GO:00163317SkinAKmorphogenesis of embryonic epithelium32/1910147/187232.69e-054.76e-0432
GO:003514816SkinAKtube formation32/1910148/187233.11e-055.26e-0432
GO:00519607SkinAKregulation of nervous system development72/1910443/187234.53e-057.11e-0472
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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
LHX2STMSkinAKLMCD1,BOC,CYP1B1, etc.1.22e-01The 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.
∗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
LHX2SNVMissense_Mutationnovelc.270N>Tp.Glu90Aspp.E90DP50458protein_codingdeleterious(0.01)benign(0.238)TCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
LHX2SNVMissense_Mutationc.1070C>Gp.Ser357Trpp.S357WP50458protein_codingdeleterious(0)probably_damaging(0.996)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
LHX2SNVMissense_Mutationnovelc.182C>Gp.Ser61Trpp.S61WP50458protein_codingtolerated(0.13)possibly_damaging(0.881)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LHX2insertionNonsense_Mutationnovelc.459_460insTTGCGGAGACTCTGGGTGAAGTAGAAGTCTCTp.Asp154LeufsTer8p.D154Lfs*8P50458protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
LHX2insertionFrame_Shift_Insnovelc.492_493insGTCTGTGTCTCTCTCTCTTp.Cys165ValfsTer71p.C165Vfs*71P50458protein_codingTCGA-A8-A08O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelPD
LHX2SNVMissense_Mutationc.173N>Ap.Gly58Aspp.G58DP50458protein_codingtolerated(0.12)benign(0.111)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LHX2SNVMissense_Mutationc.566N>Tp.Ala189Valp.A189VP50458protein_codingtolerated(0.3)probably_damaging(0.939)TCGA-A6-6137-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfluorouracilSD
LHX2SNVMissense_Mutationc.340N>Tp.Arg114Cysp.R114CP50458protein_codingdeleterious(0)probably_damaging(0.935)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LHX2SNVMissense_Mutationrs549494441c.425N>Tp.Thr142Metp.T142MP50458protein_codingdeleterious(0.02)benign(0.352)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LHX2SNVMissense_Mutationnovelc.670C>Tp.Arg224Trpp.R224WP50458protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=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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