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: LRRC49

Gene summary for LRRC49

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRRC49

Gene ID

54839

Gene nameleucine rich repeat containing 49
Gene AliasPGs4
Cytomap15q23
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

B7Z7G0


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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
54839LRRC49HTA12-15-2HumanPancreasPDAC4.41e-043.35e-010.2315
54839LRRC49HTA12-25-1HumanPancreasPDAC3.68e-043.89e-010.313
54839LRRC49HTA12-26-1HumanPancreasPDAC1.03e-146.03e-010.3728
54839LRRC49HTA12-29-1HumanPancreasPDAC4.01e-225.35e-010.3722
54839LRRC49HTA12-32-1HumanPancreasPDAC4.65e-026.42e-010.3624
54839LRRC49048752_1579-all-cellsHumanProstateBPH2.02e-316.73e-010.1008
54839LRRC49052095_1628-all-cellsHumanProstateBPH8.59e-103.33e-010.1032
54839LRRC49052097_1595-all-cellsHumanProstateBPH9.40e-145.44e-010.0972
54839LRRC49052099_1652-all-cellsHumanProstateBPH4.86e-094.47e-010.1038
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
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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
LRRC49SNVMissense_Mutationnovelc.718A>Cp.Thr240Prop.T240PQ8IUZ0protein_codingtolerated(0.07)possibly_damaging(0.462)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
LRRC49SNVMissense_Mutationnovelc.400A>Cp.Asn134Hisp.N134HQ8IUZ0protein_codingtolerated(0.56)benign(0.17)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRRC49SNVMissense_Mutationnovelc.1026G>Tp.Lys342Asnp.K342NQ8IUZ0protein_codingdeleterious(0)possibly_damaging(0.614)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRRC49SNVMissense_Mutationnovelc.1636N>Ap.Glu546Lysp.E546KQ8IUZ0protein_codingdeleterious(0)benign(0.3)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC49SNVMissense_Mutationnovelc.1590N>Cp.Gln530Hisp.Q530HQ8IUZ0protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
LRRC49insertionNonsense_Mutationnovelc.19_20insAGTAACCAGATGCAAAATGAGTGCAAACAATGTTTAGAAp.Arg7delinsGlnTerProAspAlaLysTerValGlnThrMetPheArgSerp.R7delinsQ*PDAK*VQTMFRSQ8IUZ0protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC49SNVMissense_Mutationnovelc.1403N>Cp.Ile468Thrp.I468TQ8IUZ0protein_codingtolerated(0.37)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRRC49SNVMissense_Mutationc.1617G>Cp.Gln539Hisp.Q539HQ8IUZ0protein_codingtolerated(0.1)possibly_damaging(0.605)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
LRRC49SNVMissense_Mutationc.642G>Cp.Arg214Serp.R214SQ8IUZ0protein_codingtolerated(0.21)benign(0.048)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRRC49SNVMissense_Mutationnovelc.1805N>Ap.Val602Glup.V602EQ8IUZ0protein_codingtolerated(0.36)benign(0.003)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
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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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