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: LMO1

Gene summary for LMO1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMO1

Gene ID

4004

Gene nameLIM domain only 1
Gene AliasRBTN1
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P25800


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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
4004LMO1P4_S8_cSCCHumanSkincSCC7.54e-092.57e-01-0.3095
4004LMO1P1_cSCCHumanSkincSCC3.68e-093.49e-010.0292
4004LMO1P2_cSCCHumanSkincSCC1.28e-113.65e-01-0.024
4004LMO1P4_cSCCHumanSkincSCC4.34e-224.52e-01-0.00290000000000005
4004LMO1P10_cSCCHumanSkincSCC1.14e-032.26e-010.1017
4004LMO1cSCC_p1HumanSkincSCC2.77e-052.25e-01-0.1916
4004LMO1cSCC_p11HumanSkincSCC1.47e-031.81e-01-0.2102
4004LMO1cSCC_p8HumanSkincSCC6.22e-092.43e-01-0.1971
4004LMO1cSCC_p9HumanSkincSCC3.85e-133.06e-01-0.1991
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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:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0016601ColorectumADRac protein signal transduction20/391842/187231.02e-041.53e-0320
GO:00070154ColorectumFAPactin filament organization125/2622442/187231.97e-153.03e-12125
GO:00072652ColorectumFAPRas protein signal transduction80/2622337/187239.61e-074.33e-0580
GO:00166012ColorectumFAPRac protein signal transduction14/262242/187231.20e-031.14e-0214
GO:000701516EndometriumAEHactin filament organization98/2100442/187231.99e-112.98e-0998
GO:00072657EndometriumAEHRas protein signal transduction63/2100337/187233.09e-055.66e-0463
GO:00166016EndometriumAEHRac protein signal transduction11/210042/187235.45e-033.37e-0211
GO:000701517EndometriumEECactin filament organization95/2168442/187231.31e-091.09e-0795
GO:000726513EndometriumEECRas protein signal transduction64/2168337/187234.31e-057.10e-0464
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:00166019EsophagusESCCRac protein signal transduction33/855242/187231.35e-051.23e-0433
GO:00072654LiverNAFLDRas protein signal transduction66/1882337/187238.43e-087.09e-0666
GO:00070157LiverNAFLDactin filament organization78/1882442/187235.44e-073.21e-0578
GO:00166014LiverNAFLDRac protein signal transduction11/188242/187232.32e-032.19e-0211
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:000726511LiverCirrhoticRas protein signal transduction119/4634337/187238.16e-061.22e-04119
GO:001660111LiverCirrhoticRac protein signal transduction19/463442/187233.00e-031.71e-0219
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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
LMO1SNVMissense_Mutationrs774615420c.28N>Ap.Val10Metp.V10MP25800protein_codingtolerated(0.08)benign(0.081)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LMO1SNVMissense_Mutationrs776473765c.178G>Ap.Glu60Lysp.E60KP25800protein_codingdeleterious(0)possibly_damaging(0.769)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
LMO1SNVMissense_Mutationrs371807297c.101G>Ap.Arg34Hisp.R34HP25800protein_codingdeleterious(0)probably_damaging(0.996)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LMO1SNVMissense_Mutationnovelc.308N>Ap.Arg103Glnp.R103QP25800protein_codingdeleterious(0)probably_damaging(0.972)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LMO1SNVMissense_Mutationrs536636517c.43N>Ap.Val15Ilep.V15IP25800protein_codingtolerated(0.16)benign(0.005)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LMO1SNVMissense_Mutationnovelc.396N>Tp.Lys132Asnp.K132NP25800protein_codingtolerated(0.31)benign(0.038)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
LMO1SNVMissense_Mutationrs371807297c.101N>Ap.Arg34Hisp.R34HP25800protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
LMO1SNVMissense_Mutationnovelc.455N>Gp.Glu152Glyp.E152GP25800protein_codingtolerated(0.35)benign(0.036)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LMO1SNVMissense_Mutationc.136N>Ap.Glu46Lysp.E46KP25800protein_codingdeleterious(0.03)probably_damaging(0.936)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LMO1SNVMissense_Mutationnovelc.55N>Tp.Gly19Trpp.G19WP25800protein_codingdeleterious(0)possibly_damaging(0.502)TCGA-53-7626-01Lunglung adenocarcinomaFemale>=65I/IIUnspecificCisplatinPD
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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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