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: LIX1L

Gene summary for LIX1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIX1L

Gene ID

128077

Gene namelimb and CNS expressed 1 like
Gene AliasLIX1L
Cytomap1q21.1
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

B3KY58


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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
128077LIX1LLZE24THumanEsophagusESCC2.18e-031.18e-010.0596
128077LIX1LLZE6THumanEsophagusESCC3.15e-021.88e-010.0845
128077LIX1LP2T-EHumanEsophagusESCC3.17e-263.50e-010.1177
128077LIX1LP4T-EHumanEsophagusESCC2.58e-051.65e-010.1323
128077LIX1LP5T-EHumanEsophagusESCC4.35e-028.86e-020.1327
128077LIX1LP8T-EHumanEsophagusESCC1.54e-038.58e-020.0889
128077LIX1LP9T-EHumanEsophagusESCC1.92e-082.03e-010.1131
128077LIX1LP10T-EHumanEsophagusESCC4.85e-141.83e-010.116
128077LIX1LP11T-EHumanEsophagusESCC5.20e-103.18e-010.1426
128077LIX1LP12T-EHumanEsophagusESCC3.17e-066.32e-020.1122
128077LIX1LP15T-EHumanEsophagusESCC5.30e-051.66e-010.1149
128077LIX1LP16T-EHumanEsophagusESCC9.05e-132.41e-010.1153
128077LIX1LP17T-EHumanEsophagusESCC2.03e-021.91e-010.1278
128077LIX1LP19T-EHumanEsophagusESCC1.31e-106.66e-010.1662
128077LIX1LP20T-EHumanEsophagusESCC3.73e-071.27e-010.1124
128077LIX1LP21T-EHumanEsophagusESCC1.06e-203.69e-010.1617
128077LIX1LP22T-EHumanEsophagusESCC1.68e-112.52e-010.1236
128077LIX1LP23T-EHumanEsophagusESCC1.88e-041.61e-010.108
128077LIX1LP24T-EHumanEsophagusESCC3.15e-163.55e-010.1287
128077LIX1LP26T-EHumanEsophagusESCC6.32e-101.98e-010.1276
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:00973523EsophagusESCCautophagosome maturation31/855240/187234.04e-053.26e-0431
GO:001623621LiverHCCmacroautophagy204/7958291/187238.66e-221.41e-19204
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:003298411LiverHCCprotein-containing complex disassembly138/7958224/187235.59e-091.46e-07138
GO:00973521LiverHCCautophagosome maturation30/795840/187233.04e-053.12e-0430
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:001623610Oral cavityOSCCmacroautophagy192/7305291/187237.01e-211.14e-18192
GO:003298410Oral cavityOSCCprotein-containing complex disassembly136/7305224/187233.42e-111.13e-09136
GO:00973522Oral cavityOSCCautophagosome maturation28/730540/187237.00e-055.60e-0428
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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
LIX1LSNVMissense_Mutationc.937N>Tp.Arg313Cysp.R313CQ8IVB5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
LIX1LSNVMissense_Mutationnovelc.451T>Gp.Phe151Valp.F151VQ8IVB5protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LIX1LSNVMissense_Mutationnovelc.712N>Ap.Gln238Lysp.Q238KQ8IVB5protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LIX1LSNVMissense_Mutationc.791C>Tp.Ser264Leup.S264LQ8IVB5protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-VS-A9UV-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownPD
LIX1LSNVMissense_Mutationc.410T>Cp.Val137Alap.V137AQ8IVB5protein_codingdeleterious(0)possibly_damaging(0.796)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LIX1LSNVMissense_Mutationc.829G>Tp.Ala277Serp.A277SQ8IVB5protein_codingtolerated(0.07)benign(0.364)TCGA-AA-A02E-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LIX1LSNVMissense_Mutationc.357G>Tp.Lys119Asnp.K119NQ8IVB5protein_codingtolerated(0.06)possibly_damaging(0.497)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIX1LSNVMissense_Mutationnovelc.498G>Tp.Lys166Asnp.K166NQ8IVB5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LIX1LinsertionFrame_Shift_Insnovelc.467_468insTTACATTp.Lys157TyrfsTer5p.K157Yfs*5Q8IVB5protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIX1LSNVMissense_Mutationnovelc.907N>Ap.Asp303Asnp.D303NQ8IVB5protein_codingdeleterious(0.02)possibly_damaging(0.52)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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