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
5920RARRES3GSM4909286HumanBreastIDC5.48e-15-3.41e-010.1081
5920RARRES3GSM4909290HumanBreastIDC2.67e-267.88e-010.2096
5920RARRES3GSM4909293HumanBreastIDC2.33e-164.68e-010.1581
5920RARRES3GSM4909294HumanBreastIDC1.35e-195.30e-010.2022
5920RARRES3GSM4909296HumanBreastIDC3.90e-215.93e-010.1524
5920RARRES3GSM4909297HumanBreastIDC6.63e-085.80e-020.1517
5920RARRES3GSM4909299HumanBreastIDC6.18e-175.18e-010.035
5920RARRES3GSM4909300HumanBreastIDC1.41e-044.48e-010.0334
5920RARRES3GSM4909302HumanBreastIDC1.16e-135.15e-010.1545
5920RARRES3GSM4909304HumanBreastIDC4.98e-074.26e-010.1636
5920RARRES3GSM4909305HumanBreastIDC3.10e-155.76e-010.0436
5920RARRES3GSM4909306HumanBreastIDC4.23e-287.01e-010.1564
5920RARRES3GSM4909307HumanBreastIDC1.14e-297.19e-010.1569
5920RARRES3GSM4909308HumanBreastIDC5.31e-205.89e-010.158
5920RARRES3GSM4909309HumanBreastIDC3.21e-053.87e-010.0483
5920RARRES3GSM4909311HumanBreastIDC3.65e-17-2.85e-020.1534
5920RARRES3GSM4909312HumanBreastIDC7.92e-05-2.09e-010.1552
5920RARRES3GSM4909313HumanBreastIDC3.01e-022.51e-010.0391
5920RARRES3GSM4909317HumanBreastIDC2.65e-145.68e-010.1355
5920RARRES3GSM4909318HumanBreastIDC8.96e-128.24e-010.2031
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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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