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: RARRES3

Gene summary for RARRES3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RARRES3

Gene ID

5920

Gene namephospholipase A and acyltransferase 4
Gene AliasHRASLS4
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q9UL19


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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
5920RARRES3HCC5HumanLiverHCC2.31e-023.80e+000.4932
5920RARRES3Pt13.bHumanLiverHCC5.49e-10-2.99e-020.0251
5920RARRES3Pt14.bHumanLiverHCC2.63e-072.38e-010.018
5920RARRES3S027HumanLiverHCC8.04e-212.48e+000.2446
5920RARRES3S028HumanLiverHCC8.50e-202.11e+000.2503
5920RARRES3S029HumanLiverHCC5.34e-343.01e+000.2581
5920RARRES3C04HumanOral cavityOSCC1.49e-106.24e-010.2633
5920RARRES3C21HumanOral cavityOSCC4.02e-562.55e+000.2678
5920RARRES3C30HumanOral cavityOSCC3.94e-402.67e+000.3055
5920RARRES3C38HumanOral cavityOSCC9.00e-171.90e+000.172
5920RARRES3C43HumanOral cavityOSCC2.36e-277.41e-010.1704
5920RARRES3C46HumanOral cavityOSCC3.55e-752.01e+000.1673
5920RARRES3C51HumanOral cavityOSCC2.63e-222.02e+000.2674
5920RARRES3C57HumanOral cavityOSCC1.43e-044.78e-010.1679
5920RARRES3C06HumanOral cavityOSCC9.52e-071.03e+000.2699
5920RARRES3C07HumanOral cavityOSCC1.01e-041.00e+000.2491
5920RARRES3C08HumanOral cavityOSCC1.93e-571.99e+000.1919
5920RARRES3LN22HumanOral cavityOSCC9.84e-121.78e+000.1733
5920RARRES3LN38HumanOral cavityOSCC9.76e-061.69e+000.168
5920RARRES3LN46HumanOral cavityOSCC4.44e-281.59e+000.1666
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
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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
RARRES3SNVMissense_Mutationrs368947257c.191G>Ap.Arg64Hisp.R64HQ9UL19protein_codingtolerated(0.16)benign(0.006)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RARRES3SNVMissense_Mutationrs371930466c.223C>Tp.Arg75Trpp.R75WQ9UL19protein_codingdeleterious(0)benign(0.013)TCGA-AY-6196-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
RARRES3SNVMissense_Mutationc.477A>Tp.Gln159Hisp.Q159HQ9UL19protein_codingtolerated(0.1)benign(0.339)TCGA-AG-A02G-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyfolinicPD
RARRES3insertionFrame_Shift_Insnovelc.341_342insCTp.Glu114AspfsTer8p.E114Dfs*8Q9UL19protein_codingTCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
RARRES3SNVMissense_Mutationrs770983321c.52N>Tp.Arg18Cysp.R18CQ9UL19protein_codingdeleterious(0)probably_damaging(0.949)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RARRES3SNVMissense_Mutationrs35845275c.485N>Tp.Ala162Valp.A162VQ9UL19protein_codingdeleterious_low_confidence(0)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RARRES3SNVMissense_Mutationc.152N>Ap.Phe51Tyrp.F51YQ9UL19protein_codingdeleterious(0)possibly_damaging(0.69)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RARRES3SNVMissense_Mutationrs371656613c.259C>Tp.Arg87Trpp.R87WQ9UL19protein_codingdeleterious(0.01)benign(0.019)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RARRES3SNVMissense_Mutationc.45N>Tp.Glu15Aspp.E15DQ9UL19protein_codingdeleterious(0)probably_damaging(0.915)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RARRES3SNVMissense_Mutationnovelc.251N>Gp.Tyr84Cysp.Y84CQ9UL19protein_codingtolerated(0.07)probably_damaging(0.977)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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