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: RPRD1B

Gene summary for RPRD1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RPRD1B

Gene ID

58490

Gene nameregulation of nuclear pre-mRNA domain containing 1B
Gene AliasC20orf77
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NQG5


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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
58490RPRD1BLZE4THumanEsophagusESCC4.52e-071.77e-010.0811
58490RPRD1BLZE5THumanEsophagusESCC2.40e-043.31e-010.0514
58490RPRD1BLZE20THumanEsophagusESCC4.19e-091.56e-010.0662
58490RPRD1BLZE24THumanEsophagusESCC3.89e-245.95e-010.0596
58490RPRD1BP1T-EHumanEsophagusESCC1.22e-031.75e-010.0875
58490RPRD1BP2T-EHumanEsophagusESCC4.00e-173.67e-010.1177
58490RPRD1BP4T-EHumanEsophagusESCC7.40e-092.20e-010.1323
58490RPRD1BP5T-EHumanEsophagusESCC3.08e-152.19e-010.1327
58490RPRD1BP8T-EHumanEsophagusESCC2.24e-276.08e-010.0889
58490RPRD1BP9T-EHumanEsophagusESCC1.18e-091.44e-010.1131
58490RPRD1BP10T-EHumanEsophagusESCC2.83e-284.61e-010.116
58490RPRD1BP11T-EHumanEsophagusESCC5.62e-103.31e-010.1426
58490RPRD1BP12T-EHumanEsophagusESCC4.47e-233.68e-010.1122
58490RPRD1BP15T-EHumanEsophagusESCC1.50e-244.47e-010.1149
58490RPRD1BP16T-EHumanEsophagusESCC3.63e-264.63e-010.1153
58490RPRD1BP17T-EHumanEsophagusESCC2.19e-042.75e-010.1278
58490RPRD1BP19T-EHumanEsophagusESCC1.78e-042.61e-010.1662
58490RPRD1BP20T-EHumanEsophagusESCC1.83e-224.39e-010.1124
58490RPRD1BP21T-EHumanEsophagusESCC4.92e-234.15e-010.1617
58490RPRD1BP22T-EHumanEsophagusESCC3.00e-172.48e-010.1236
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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
∗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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:003112412EsophagusESCCmRNA 3'-end processing47/855262/187231.29e-061.58e-0547
GO:00311233EsophagusESCCRNA 3'-end processing76/8552116/187231.25e-051.15e-0476
GO:00163115LiverNAFLDdephosphorylation69/1882417/187232.27e-056.23e-0469
GO:00064706LiverNAFLDprotein dephosphorylation50/1882281/187234.53e-051.09e-0350
GO:000647011LiverCirrhoticprotein dephosphorylation96/4634281/187232.32e-042.11e-0396
GO:001631111LiverCirrhoticdephosphorylation130/4634417/187231.58e-031.03e-02130
GO:0031123LiverCirrhoticRNA 3'-end processing42/4634116/187233.85e-032.10e-0242
GO:0031124LiverCirrhoticmRNA 3'-end processing25/463462/187234.90e-032.56e-0225
GO:00311241LiverHCCmRNA 3'-end processing50/795862/187238.44e-102.60e-0850
GO:00311231LiverHCCRNA 3'-end processing81/7958116/187232.27e-096.32e-0881
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:00311242Oral cavityOSCCmRNA 3'-end processing49/730562/187231.40e-104.14e-0949
GO:000647015Oral cavityOSCCprotein dephosphorylation162/7305281/187231.56e-104.56e-09162
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
GO:00311232Oral cavityOSCCRNA 3'-end processing75/7305116/187231.93e-083.79e-0775
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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
RPRD1BSNVMissense_Mutationc.201N>Gp.Ile67Metp.I67MQ9NQG5protein_codingdeleterious(0)probably_damaging(0.985)TCGA-EW-A1IW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
RPRD1BSNVMissense_Mutationc.429G>Tp.Lys143Asnp.K143NQ9NQG5protein_codingtolerated(0.24)benign(0.159)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RPRD1BSNVMissense_Mutationc.49A>Tp.Ser17Cysp.S17CQ9NQG5protein_codingdeleterious(0)probably_damaging(0.962)TCGA-G4-6293-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
RPRD1BSNVMissense_Mutationc.955N>Tp.Ala319Serp.A319SQ9NQG5protein_codingdeleterious(0.04)possibly_damaging(0.666)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
RPRD1BSNVMissense_Mutationrs763665562c.391N>Tp.Asp131Tyrp.D131YQ9NQG5protein_codingdeleterious(0.02)benign(0.135)TCGA-AG-A01J-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
RPRD1BinsertionFrame_Shift_Insnovelc.612_613insCp.Gln206ProfsTer19p.Q206Pfs*19Q9NQG5protein_codingTCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RPRD1BSNVMissense_Mutationc.727C>Tp.Arg243Cysp.R243CQ9NQG5protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RPRD1BSNVMissense_Mutationnovelc.263N>Ap.Ala88Aspp.A88DQ9NQG5protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RPRD1BSNVMissense_Mutationrs201881637c.751N>Tp.Arg251Cysp.R251CQ9NQG5protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RPRD1BSNVMissense_Mutationc.737C>Tp.Ala246Valp.A246VQ9NQG5protein_codingtolerated(0.06)probably_damaging(0.962)TCGA-B5-A0JZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
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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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