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: LIN7A

Gene summary for LIN7A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIN7A

Gene ID

8825

Gene namelin-7 homolog A, crumbs cell polarity complex component
Gene AliasLIN-7A
Cytomap12q21.31
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

O14910


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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
8825LIN7ANAFLD1HumanLiverNAFLD6.72e-046.60e-01-0.04
8825LIN7AHCC1_MengHumanLiverHCC4.18e-548.70e-030.0246
8825LIN7AHCC2_MengHumanLiverHCC2.05e-03-1.36e-010.0107
8825LIN7AHCC1HumanLiverHCC4.10e-094.17e+000.5336
8825LIN7AHCC2HumanLiverHCC2.51e-063.94e+000.5341
8825LIN7AS014HumanLiverHCC4.71e-209.77e-010.2254
8825LIN7AS015HumanLiverHCC2.84e-054.86e-010.2375
8825LIN7AS016HumanLiverHCC2.40e-269.90e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00071636LiverNAFLDestablishment or maintenance of cell polarity46/1882218/187238.80e-074.60e-0546
GO:19907786LiverNAFLDprotein localization to cell periphery56/1882333/187238.29e-051.69e-0356
GO:00516565LiverNAFLDestablishment of organelle localization57/1882390/187232.52e-032.34e-0257
GO:00516485LiverNAFLDvesicle localization30/1882177/187233.01e-032.72e-0230
GO:00516505LiverNAFLDestablishment of vesicle localization27/1882161/187235.47e-034.20e-0227
GO:199077821LiverHCCprotein localization to cell periphery200/7958333/187236.07e-112.23e-09200
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:000716322LiverHCCestablishment or maintenance of cell polarity133/7958218/187232.48e-085.73e-07133
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:0048489LiverHCCsynaptic vesicle transport27/795842/187233.60e-031.60e-0227
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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
LIN7ASNVMissense_Mutationrs764330673c.257N>Tp.Ala86Valp.A86VO14910protein_codingdeleterious(0.01)possibly_damaging(0.877)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
LIN7ASNVMissense_Mutationc.507N>Cp.Glu169Aspp.E169DO14910protein_codingdeleterious(0)possibly_damaging(0.614)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LIN7AinsertionIn_Frame_Insnovelc.285_286insATATCCATCAATp.Ala95_Ala96insIleSerIleAsnp.A95_A96insISINO14910protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LIN7ASNVMissense_Mutationc.39C>Gp.Asp13Glup.D13EO14910protein_codingtolerated_low_confidence(0.7)benign(0)TCGA-C5-A7CJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
LIN7ASNVMissense_Mutationrs201514763c.197N>Ap.Arg66Glnp.R66QO14910protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LIN7ASNVMissense_Mutationc.573N>Cp.Lys191Asnp.K191NO14910protein_codingdeleterious(0.02)possibly_damaging(0.71)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LIN7ASNVMissense_Mutationnovelc.280N>Ap.Val94Ilep.V94IO14910protein_codingdeleterious(0.05)benign(0.255)TCGA-CK-5914-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
LIN7ASNVMissense_Mutationc.132N>Cp.Glu44Aspp.E44DO14910protein_codingtolerated(0.28)benign(0.02)TCGA-D5-6931-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
LIN7AinsertionFrame_Shift_Insnovelc.424_425insGp.Val142GlyfsTer3p.V142Gfs*3O14910protein_codingTCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIN7ASNVMissense_Mutationnovelc.230C>Ap.Thr77Asnp.T77NO14910protein_codingtolerated(0.07)benign(0.021)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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