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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: RPAP3

Gene summary for RPAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RPAP3

Gene ID

79657

Gene nameRNA polymerase II associated protein 3
Gene AliasTah1
Cytomap12q13.11
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9H6T3


Top

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
79657RPAP3LZE4THumanEsophagusESCC2.54e-062.19e-010.0811
79657RPAP3LZE7THumanEsophagusESCC6.86e-046.19e-010.0667
79657RPAP3LZE8THumanEsophagusESCC8.51e-041.86e-010.067
79657RPAP3LZE20THumanEsophagusESCC1.02e-136.99e-010.0662
79657RPAP3LZE24THumanEsophagusESCC2.02e-134.16e-010.0596
79657RPAP3P1T-EHumanEsophagusESCC1.05e-033.35e-010.0875
79657RPAP3P2T-EHumanEsophagusESCC5.04e-295.62e-010.1177
79657RPAP3P4T-EHumanEsophagusESCC1.84e-214.75e-010.1323
79657RPAP3P5T-EHumanEsophagusESCC3.24e-357.33e-010.1327
79657RPAP3P8T-EHumanEsophagusESCC1.18e-213.38e-010.0889
79657RPAP3P9T-EHumanEsophagusESCC5.78e-142.29e-010.1131
79657RPAP3P10T-EHumanEsophagusESCC2.67e-132.83e-010.116
79657RPAP3P11T-EHumanEsophagusESCC1.04e-022.42e-010.1426
79657RPAP3P12T-EHumanEsophagusESCC1.83e-163.08e-010.1122
79657RPAP3P15T-EHumanEsophagusESCC1.53e-214.01e-010.1149
79657RPAP3P16T-EHumanEsophagusESCC4.36e-163.18e-010.1153
79657RPAP3P17T-EHumanEsophagusESCC3.33e-033.49e-010.1278
79657RPAP3P19T-EHumanEsophagusESCC6.29e-076.18e-010.1662
79657RPAP3P20T-EHumanEsophagusESCC7.30e-173.94e-010.1124
79657RPAP3P21T-EHumanEsophagusESCC1.37e-224.48e-010.1617
Page: 1 2 3 4 5 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
RPAP3SNVMissense_Mutationrs777789963c.1657N>Ap.Glu553Lysp.E553KQ9H6T3protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RPAP3SNVMissense_Mutationnovelc.170N>Ap.Arg57Glnp.R57QQ9H6T3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RPAP3SNVMissense_Mutationc.325N>Tp.Asp109Tyrp.D109YQ9H6T3protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-BH-A0DT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
RPAP3SNVMissense_Mutationnovelc.1516N>Cp.Ser506Prop.S506PQ9H6T3protein_codingtolerated(0.38)benign(0.001)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
RPAP3SNVMissense_Mutationc.1779N>Cp.Gln593Hisp.Q593HQ9H6T3protein_codingdeleterious(0.01)possibly_damaging(0.879)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RPAP3SNVMissense_Mutationrs749599471c.1271C>Tp.Pro424Leup.P424LQ9H6T3protein_codingtolerated(0.4)benign(0)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RPAP3SNVMissense_Mutationrs775098141c.521N>Tp.Ala174Valp.A174VQ9H6T3protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
RPAP3SNVMissense_Mutationnovelc.170N>Ap.Arg57Glnp.R57QQ9H6T3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RPAP3SNVMissense_Mutationnovelc.1418N>Tp.Gly473Valp.G473VQ9H6T3protein_codingtolerated(0.31)benign(0)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RPAP3SNVMissense_Mutationrs368272179c.520G>Ap.Ala174Thrp.A174TQ9H6T3protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

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
Page: 1