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: PRMT3

Gene summary for PRMT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRMT3

Gene ID

10196

Gene nameprotein arginine methyltransferase 3
Gene AliasHRMT1L3
Cytomap11p15.1
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

A0A0A0MSN7


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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
10196PRMT3HTA11_3410_2000001011HumanColorectumAD1.65e-04-3.29e-010.0155
10196PRMT3HTA11_3361_2000001011HumanColorectumAD7.19e-06-5.00e-01-0.1207
10196PRMT3HTA11_696_2000001011HumanColorectumAD7.35e-06-3.51e-01-0.1464
10196PRMT3HTA11_866_2000001011HumanColorectumAD2.53e-05-3.17e-01-0.1001
10196PRMT3HTA11_5212_2000001011HumanColorectumAD1.06e-03-5.37e-01-0.2061
10196PRMT3HTA11_7696_3000711011HumanColorectumAD5.92e-03-2.59e-010.0674
10196PRMT3HTA11_99999974143_84620HumanColorectumMSS1.12e-03-2.78e-010.3005
10196PRMT3A002-C-010HumanColorectumFAP1.54e-02-4.19e-020.242
10196PRMT3A001-C-207HumanColorectumFAP3.73e-03-3.06e-010.1278
10196PRMT3A015-C-203HumanColorectumFAP6.02e-20-3.84e-01-0.1294
10196PRMT3A015-C-204HumanColorectumFAP6.79e-04-2.79e-01-0.0228
10196PRMT3A014-C-040HumanColorectumFAP8.05e-04-4.87e-01-0.1184
10196PRMT3A002-C-201HumanColorectumFAP2.87e-10-3.68e-010.0324
10196PRMT3A002-C-203HumanColorectumFAP1.53e-03-1.51e-010.2786
10196PRMT3A001-C-119HumanColorectumFAP1.19e-06-3.76e-01-0.1557
10196PRMT3A001-C-108HumanColorectumFAP1.68e-11-2.99e-01-0.0272
10196PRMT3A002-C-205HumanColorectumFAP5.97e-14-3.55e-01-0.1236
10196PRMT3A001-C-104HumanColorectumFAP9.55e-06-2.45e-010.0184
10196PRMT3A015-C-005HumanColorectumFAP1.63e-04-3.15e-01-0.0336
10196PRMT3A015-C-006HumanColorectumFAP5.62e-09-2.95e-01-0.0994
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
∗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:1903320ColorectumADregulation of protein modification by small protein conjugation or removal86/3918242/187239.43e-084.65e-0686
GO:0031396ColorectumADregulation of protein ubiquitination72/3918210/187234.50e-061.21e-0472
GO:0031397ColorectumADnegative regulation of protein ubiquitination34/391883/187232.66e-055.04e-0434
GO:1903321ColorectumADnegative regulation of protein modification by small protein conjugation or removal37/391895/187234.49e-057.83e-0437
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:19033202ColorectumMSSregulation of protein modification by small protein conjugation or removal82/3467242/187237.49e-094.63e-0782
GO:00313962ColorectumMSSregulation of protein ubiquitination70/3467210/187231.88e-078.26e-0670
GO:00313972ColorectumMSSnegative regulation of protein ubiquitination33/346783/187235.08e-061.40e-0433
GO:19033212ColorectumMSSnegative regulation of protein modification by small protein conjugation or removal36/346795/187237.10e-061.82e-0436
GO:00620121ColorectumMSSregulation of small molecule metabolic process83/3467334/187232.25e-031.85e-0283
GO:0046394ColorectumMSScarboxylic acid biosynthetic process76/3467314/187236.71e-034.38e-0276
GO:0016053ColorectumMSSorganic acid biosynthetic process76/3467316/187237.88e-034.84e-0276
GO:19033204ColorectumFAPregulation of protein modification by small protein conjugation or removal61/2622242/187232.36e-069.21e-0561
GO:00620122ColorectumFAPregulation of small molecule metabolic process74/2622334/187233.15e-057.13e-0474
GO:00313964ColorectumFAPregulation of protein ubiquitination50/2622210/187239.03e-051.59e-0350
GO:00313974ColorectumFAPnegative regulation of protein ubiquitination23/262283/187237.96e-048.36e-0323
GO:19033214ColorectumFAPnegative regulation of protein modification by small protein conjugation or removal25/262295/187231.10e-031.06e-0225
GO:0006479ColorectumFAPprotein methylation39/2622181/187233.60e-032.58e-0239
GO:0008213ColorectumFAPprotein alkylation39/2622181/187233.60e-032.58e-0239
GO:19033205ColorectumCRCregulation of protein modification by small protein conjugation or removal51/2078242/187234.55e-061.87e-0451
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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
PRMT3SNVMissense_Mutationc.472N>Ap.Val158Ilep.V158IO60678protein_codingtolerated(0.16)benign(0)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PRMT3SNVMissense_Mutationrs146465935c.1537N>Tp.Arg513Cysp.R513CO60678protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PRMT3SNVMissense_Mutationnovelc.41N>Tp.Ala14Valp.A14VO60678protein_codingtolerated_low_confidence(0.11)benign(0.246)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRMT3SNVMissense_Mutationc.1271N>Ap.Cys424Tyrp.C424YO60678protein_codingdeleterious(0)possibly_damaging(0.701)TCGA-BH-A18H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PRMT3insertionFrame_Shift_Insnovelc.1214_1215insATATp.Val406TyrfsTer16p.V406Yfs*16O60678protein_codingTCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
PRMT3SNVMissense_Mutationc.1149N>Tp.Trp383Cysp.W383CO60678protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PRMT3SNVMissense_Mutationnovelc.1438N>Gp.Trp480Glyp.W480GO60678protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PRMT3SNVMissense_Mutationc.854N>Gp.Asp285Glyp.D285GO60678protein_codingdeleterious(0.03)benign(0.279)TCGA-AA-3675-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PRMT3SNVMissense_Mutationnovelc.343T>Ap.Trp115Argp.W115RO60678protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3875-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PRMT3SNVMissense_Mutationrs771662619c.1024G>Tp.Asp342Tyrp.D342YO60678protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3977-01Colorectumcolon 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
10196PRMT3DRUGGABLE GENOME, METHYL TRANSFERASE, ENZYMEinhibitor310264736
10196PRMT3DRUGGABLE GENOME, METHYL TRANSFERASE, ENZYMEinhibitor178103611
10196PRMT3DRUGGABLE GENOME, METHYL TRANSFERASE, ENZYMEallosteric modulator252166753
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