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: PRMT2

Gene summary for PRMT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRMT2

Gene ID

3275

Gene nameprotein arginine methyltransferase 2
Gene AliasHRMT1L1
Cytomap21q22.3
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

P55345


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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
3275PRMT2LZE4THumanEsophagusESCC3.35e-134.20e-010.0811
3275PRMT2LZE7THumanEsophagusESCC4.89e-072.73e-010.0667
3275PRMT2LZE8THumanEsophagusESCC7.83e-155.25e-010.067
3275PRMT2LZE20THumanEsophagusESCC7.59e-042.51e-010.0662
3275PRMT2LZE21D1HumanEsophagusHGIN1.98e-024.95e-010.0632
3275PRMT2LZE22THumanEsophagusESCC3.33e-054.27e-010.068
3275PRMT2LZE24THumanEsophagusESCC1.05e-421.19e+000.0596
3275PRMT2LZE21THumanEsophagusESCC1.66e-067.27e-010.0655
3275PRMT2LZE6THumanEsophagusESCC2.73e-144.69e-010.0845
3275PRMT2P1T-EHumanEsophagusESCC2.21e-097.98e-010.0875
3275PRMT2P2T-EHumanEsophagusESCC4.54e-296.02e-010.1177
3275PRMT2P4T-EHumanEsophagusESCC7.29e-541.23e+000.1323
3275PRMT2P5T-EHumanEsophagusESCC2.78e-459.51e-010.1327
3275PRMT2P8T-EHumanEsophagusESCC1.39e-294.93e-010.0889
3275PRMT2P9T-EHumanEsophagusESCC5.67e-195.81e-010.1131
3275PRMT2P10T-EHumanEsophagusESCC6.25e-651.08e+000.116
3275PRMT2P11T-EHumanEsophagusESCC5.38e-231.14e+000.1426
3275PRMT2P12T-EHumanEsophagusESCC1.88e-418.27e-010.1122
3275PRMT2P15T-EHumanEsophagusESCC1.71e-195.87e-010.1149
3275PRMT2P16T-EHumanEsophagusESCC1.35e-531.08e+000.1153
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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:000734610EsophagusHGINregulation of mitotic cell cycle98/2587457/187234.39e-061.42e-0498
GO:003052220EsophagusHGINintracellular receptor signaling pathway62/2587265/187231.63e-054.50e-0462
GO:00447729EsophagusHGINmitotic cell cycle phase transition89/2587424/187232.80e-057.21e-0489
GO:004854527EsophagusHGINresponse to steroid hormone73/2587339/187236.06e-051.40e-0373
GO:19019906EsophagusHGINregulation of mitotic cell cycle phase transition65/2587299/187231.12e-042.36e-0365
GO:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:20000456EsophagusHGINregulation of G1/S transition of mitotic cell cycle36/2587142/187231.74e-043.35e-0336
GO:00000827EsophagusHGING1/S transition of mitotic cell cycle48/2587214/187233.97e-046.07e-0348
GO:001604919EsophagusHGINcell growth93/2587482/187234.49e-046.62e-0393
GO:00448437EsophagusHGINcell cycle G1/S phase transition52/2587241/187236.19e-048.58e-0352
GO:19028065EsophagusHGINregulation of cell cycle G1/S phase transition39/2587168/187236.60e-049.03e-0339
GO:20001343EsophagusHGINnegative regulation of G1/S transition of mitotic cell cycle23/258784/187237.90e-041.03e-0223
GO:003051818EsophagusHGINintracellular steroid hormone receptor signaling pathway29/2587116/187239.06e-041.15e-0229
GO:007138320EsophagusHGINcellular response to steroid hormone stimulus44/2587204/187231.56e-031.79e-0244
GO:00459305EsophagusHGINnegative regulation of mitotic cell cycle49/2587235/187231.88e-032.01e-0249
GO:19019915EsophagusHGINnegative regulation of mitotic cell cycle phase transition39/2587179/187232.31e-032.36e-0239
GO:004340118EsophagusHGINsteroid hormone mediated signaling pathway31/2587136/187233.01e-032.88e-0231
GO:19028073EsophagusHGINnegative regulation of cell cycle G1/S phase transition23/258793/187233.39e-033.18e-0223
GO:00064798EsophagusHGINprotein methylation38/2587181/187235.05e-034.22e-0238
GO:00082138EsophagusHGINprotein alkylation38/2587181/187235.05e-034.22e-0238
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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
PRMT2SNVMissense_Mutationc.97N>Ap.Glu33Lysp.E33KP55345protein_codingdeleterious(0.03)possibly_damaging(0.491)TCGA-A8-A06T-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
PRMT2SNVMissense_Mutationnovelc.457N>Gp.Leu153Valp.L153VP55345protein_codingdeleterious(0.03)possibly_damaging(0.592)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PRMT2insertionIn_Frame_Insnovelc.654_654+1insTCTCCTCACp.Leu218_Phe219insSerProHisp.L218_F219insSPHP55345protein_codingTCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRMT2insertionFrame_Shift_Insnovelc.1300_1301insATCACAGGGCTGGGGGTGTATATGTTCCCTGAp.Ter434TyrfsTer11p.*434Yfs*11P55345protein_codingTCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
PRMT2SNVMissense_Mutationrs774024852c.1169N>Tp.Thr390Metp.T390MP55345protein_codingdeleterious(0.02)possibly_damaging(0.691)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PRMT2SNVMissense_Mutationc.70N>Ap.Gly24Serp.G24SP55345protein_codingtolerated(0.39)benign(0.003)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PRMT2SNVMissense_Mutationc.358N>Ap.Pro120Thrp.P120TP55345protein_codingdeleterious(0.01)probably_damaging(0.959)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PRMT2SNVMissense_Mutationrs753071757c.287N>Tp.Thr96Metp.T96MP55345protein_codingtolerated(0.1)possibly_damaging(0.466)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PRMT2SNVMissense_Mutationnovelc.400N>Ap.Glu134Lysp.E134KP55345protein_codingtolerated(0.44)benign(0.122)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PRMT2SNVMissense_Mutationc.868N>Cp.Tyr290Hisp.Y290HP55345protein_codingtolerated(0.34)benign(0.005)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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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