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: LRRC47

Gene summary for LRRC47

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRRC47

Gene ID

57470

Gene nameleucine rich repeat containing 47
Gene AliasLRRC47
Cytomap1p36.32
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A024R4G1


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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
57470LRRC47LZE7THumanEsophagusESCC7.07e-051.78e-010.0667
57470LRRC47LZE20THumanEsophagusESCC7.55e-031.80e-010.0662
57470LRRC47LZE22THumanEsophagusESCC7.76e-044.68e-010.068
57470LRRC47LZE24THumanEsophagusESCC2.66e-173.91e-010.0596
57470LRRC47P1T-EHumanEsophagusESCC2.74e-074.24e-010.0875
57470LRRC47P2T-EHumanEsophagusESCC3.86e-417.12e-010.1177
57470LRRC47P4T-EHumanEsophagusESCC3.51e-328.76e-010.1323
57470LRRC47P5T-EHumanEsophagusESCC2.44e-182.72e-010.1327
57470LRRC47P8T-EHumanEsophagusESCC3.06e-519.02e-010.0889
57470LRRC47P9T-EHumanEsophagusESCC4.50e-112.56e-010.1131
57470LRRC47P10T-EHumanEsophagusESCC2.23e-396.86e-010.116
57470LRRC47P11T-EHumanEsophagusESCC1.11e-147.37e-010.1426
57470LRRC47P12T-EHumanEsophagusESCC2.17e-275.73e-010.1122
57470LRRC47P15T-EHumanEsophagusESCC1.51e-286.93e-010.1149
57470LRRC47P16T-EHumanEsophagusESCC7.32e-295.28e-010.1153
57470LRRC47P17T-EHumanEsophagusESCC5.63e-055.02e-010.1278
57470LRRC47P19T-EHumanEsophagusESCC2.58e-047.42e-010.1662
57470LRRC47P20T-EHumanEsophagusESCC4.06e-256.52e-010.1124
57470LRRC47P21T-EHumanEsophagusESCC3.07e-336.83e-010.1617
57470LRRC47P22T-EHumanEsophagusESCC4.03e-142.32e-010.1236
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00063991Oral cavityOSCCtRNA metabolic process101/7305179/187231.65e-062.15e-05101
GO:003466011Oral cavityLPncRNA metabolic process205/4623485/187236.46e-181.09e-15205
GO:003466013SkincSCCncRNA metabolic process234/4864485/187231.37e-264.77e-24234
GO:00063993SkincSCCtRNA metabolic process64/4864179/187232.34e-031.36e-0264
GO:00346608ThyroidPTCncRNA metabolic process239/5968485/187235.54e-164.26e-14239
GO:003466021ThyroidATCncRNA metabolic process240/6293485/187232.03e-139.91e-12240
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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
LRRC47SNVMissense_Mutationc.1573G>Ap.Asp525Asnp.D525NQ8N1G4protein_codingtolerated(0.1)benign(0.003)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
LRRC47SNVMissense_Mutationnovelc.904N>Ap.Gly302Argp.G302RQ8N1G4protein_codingtolerated(0.27)benign(0.034)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC47SNVMissense_Mutationc.629N>Gp.Ser210Trpp.S210WQ8N1G4protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A0HN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
LRRC47SNVMissense_Mutationc.1700N>Gp.Pro567Argp.P567RQ8N1G4protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A1F6-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LRRC47SNVMissense_Mutationrs760459981c.1025N>Ap.Arg342Glnp.R342QQ8N1G4protein_codingdeleterious(0.03)possibly_damaging(0.45)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
LRRC47SNVMissense_Mutationrs778807067c.1261G>Ap.Glu421Lysp.E421KQ8N1G4protein_codingdeleterious(0)possibly_damaging(0.726)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
LRRC47SNVMissense_Mutationrs750487355c.665N>Tp.Ala222Valp.A222VQ8N1G4protein_codingdeleterious(0.01)possibly_damaging(0.866)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LRRC47SNVMissense_Mutationrs772851625c.982G>Ap.Glu328Lysp.E328KQ8N1G4protein_codingtolerated(0.52)benign(0.062)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRRC47SNVMissense_Mutationc.1073C>Tp.Ser358Leup.S358LQ8N1G4protein_codingtolerated(0.72)benign(0.01)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LRRC47SNVMissense_Mutationc.1505A>Cp.Lys502Thrp.K502TQ8N1G4protein_codingdeleterious(0)possibly_damaging(0.79)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=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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