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: PRIM1

Gene summary for PRIM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRIM1

Gene ID

5557

Gene nameDNA primase subunit 1
Gene Aliasp49
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P49642


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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
5557PRIM1LZE7THumanEsophagusESCC6.33e-031.70e-010.0667
5557PRIM1LZE24THumanEsophagusESCC2.65e-051.43e-010.0596
5557PRIM1LZE6THumanEsophagusESCC1.62e-021.33e-010.0845
5557PRIM1P1T-EHumanEsophagusESCC7.11e-041.78e-010.0875
5557PRIM1P2T-EHumanEsophagusESCC4.99e-265.68e-010.1177
5557PRIM1P4T-EHumanEsophagusESCC1.44e-214.25e-010.1323
5557PRIM1P5T-EHumanEsophagusESCC2.73e-092.76e-010.1327
5557PRIM1P12T-EHumanEsophagusESCC1.12e-092.35e-010.1122
5557PRIM1P15T-EHumanEsophagusESCC3.38e-041.28e-010.1149
5557PRIM1P16T-EHumanEsophagusESCC8.39e-082.16e-010.1153
5557PRIM1P17T-EHumanEsophagusESCC2.68e-032.47e-010.1278
5557PRIM1P19T-EHumanEsophagusESCC7.48e-032.76e-010.1662
5557PRIM1P20T-EHumanEsophagusESCC1.61e-081.96e-010.1124
5557PRIM1P21T-EHumanEsophagusESCC5.66e-071.72e-010.1617
5557PRIM1P22T-EHumanEsophagusESCC2.06e-041.55e-010.1236
5557PRIM1P23T-EHumanEsophagusESCC2.13e-092.91e-010.108
5557PRIM1P24T-EHumanEsophagusESCC1.76e-062.66e-010.1287
5557PRIM1P26T-EHumanEsophagusESCC1.73e-142.70e-010.1276
5557PRIM1P27T-EHumanEsophagusESCC5.56e-213.95e-010.1055
5557PRIM1P28T-EHumanEsophagusESCC2.92e-071.68e-010.1149
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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
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:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00062611Oral cavityOSCCDNA-dependent DNA replication84/7305151/187232.46e-052.30e-0484
GO:000626012SkincSCCDNA replication106/4864260/187231.18e-072.77e-06106
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030304EsophagusESCCDNA replication32/420536/84657.71e-075.06e-062.59e-0632
hsa0303011EsophagusESCCDNA replication32/420536/84657.71e-075.06e-062.59e-0632
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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
PRIM1SNVMissense_Mutationc.189N>Cp.Gln63Hisp.Q63HP49642protein_codingtolerated(0.07)benign(0.017)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRIM1insertionIn_Frame_Insnovelc.1224_1225insTATCTAp.Gly408_Glu409insTyrLeup.G408_E409insYLP49642protein_codingTCGA-A2-A0ER-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PRIM1insertionNonsense_Mutationnovelc.1222_1223insATTTCTGAAGACAGAGCTCCTCAAACCATTGTGp.Lys407_Gly408insAspPheTerArgGlnSerSerSerAsnHisCysp.K407_G408insDF*RQSSSNHCP49642protein_codingTCGA-A2-A0ER-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PRIM1SNVMissense_Mutationnovelc.331N>Ap.Asp111Asnp.D111NP49642protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
PRIM1SNVMissense_Mutationnovelc.427G>Cp.Asp143Hisp.D143HP49642protein_codingdeleterious(0.02)probably_damaging(0.941)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PRIM1deletionFrame_Shift_Delc.663delAp.Lys221AsnfsTer24p.K221Nfs*24P49642protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PRIM1SNVMissense_Mutationc.632N>Gp.Phe211Cysp.F211CP49642protein_codingdeleterious(0.04)benign(0.035)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PRIM1SNVMissense_Mutationc.1160G>Ap.Ser387Asnp.S387NP49642protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-AA-3712-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
PRIM1SNVMissense_Mutationc.623T>Ap.Ile208Asnp.I208NP49642protein_codingdeleterious(0.01)benign(0.389)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PRIM1SNVMissense_Mutationrs770956129c.277N>Gp.Thr93Alap.T93AP49642protein_codingtolerated(0.32)benign(0.005)TCGA-F5-6814-01Colorectumrectum 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
5557PRIM1DRUGGABLE GENOME3&APOS;-DEOXYADENOSINE8827435
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