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: RPP40

Gene summary for RPP40

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RPP40

Gene ID

10799

Gene nameribonuclease P/MRP subunit p40
Gene AliasRNASEP1
Cytomap6p25.1
Gene Typeprotein-coding
GO ID

GO:0000447

UniProtAcc

O75818


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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
10799RPP40LZE4THumanEsophagusESCC5.79e-052.21e-010.0811
10799RPP40LZE24THumanEsophagusESCC3.76e-051.00e-010.0596
10799RPP40P2T-EHumanEsophagusESCC6.75e-111.99e-010.1177
10799RPP40P4T-EHumanEsophagusESCC5.31e-093.14e-010.1323
10799RPP40P5T-EHumanEsophagusESCC1.06e-041.54e-010.1327
10799RPP40P8T-EHumanEsophagusESCC1.96e-073.35e-020.0889
10799RPP40P9T-EHumanEsophagusESCC2.03e-192.10e-010.1131
10799RPP40P10T-EHumanEsophagusESCC1.02e-068.74e-020.116
10799RPP40P11T-EHumanEsophagusESCC4.49e-094.65e-010.1426
10799RPP40P12T-EHumanEsophagusESCC8.21e-152.26e-010.1122
10799RPP40P15T-EHumanEsophagusESCC6.61e-101.42e-010.1149
10799RPP40P16T-EHumanEsophagusESCC4.62e-111.90e-010.1153
10799RPP40P20T-EHumanEsophagusESCC8.66e-112.58e-010.1124
10799RPP40P21T-EHumanEsophagusESCC9.93e-164.44e-010.1617
10799RPP40P22T-EHumanEsophagusESCC6.12e-121.96e-010.1236
10799RPP40P23T-EHumanEsophagusESCC6.25e-153.63e-010.108
10799RPP40P24T-EHumanEsophagusESCC9.67e-111.83e-010.1287
10799RPP40P26T-EHumanEsophagusESCC1.79e-132.06e-010.1276
10799RPP40P27T-EHumanEsophagusESCC7.59e-102.01e-010.1055
10799RPP40P28T-EHumanEsophagusESCC6.89e-203.45e-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
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
∗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:000046211Oral cavityLPmaturation of SSU-rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)22/462337/187237.11e-061.37e-0422
GO:00903051Oral cavityLPnucleic acid phosphodiester bond hydrolysis92/4623261/187238.07e-051.04e-0392
GO:00004661Oral cavityLPmaturation of 5.8S rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)14/462324/187234.52e-044.30e-0314
GO:00009661Oral cavityLPRNA 5'-end processing13/462323/187231.09e-039.03e-0313
GO:00991161Oral cavityLPtRNA 5'-end processing10/462316/187231.48e-031.16e-0210
GO:00344711Oral cavityLPncRNA 5'-end processing12/462321/187231.49e-031.17e-0212
GO:00004781Oral cavityLPendonucleolytic cleavage involved in rRNA processing9/462315/187233.82e-032.48e-029
GO:00004791Oral cavityLPendonucleolytic cleavage of tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)9/462315/187233.82e-032.48e-029
GO:00016821Oral cavityLPtRNA 5'-leader removal8/462313/187235.19e-033.19e-028
GO:00905021Oral cavityLPRNA phosphodiester bond hydrolysis, endonucleolytic31/462382/187235.66e-033.41e-0231
GO:00080331Oral cavityLPtRNA processing44/4623127/187237.50e-034.15e-0244
GO:002261329SkincSCCribonucleoprotein complex biogenesis302/4864463/187235.13e-723.22e-68302
GO:004225428SkincSCCribosome biogenesis206/4864299/187233.33e-551.04e-51206
GO:000636424SkincSCCrRNA processing156/4864225/187231.42e-421.48e-39156
GO:001607224SkincSCCrRNA metabolic process158/4864236/187234.06e-402.83e-37158
GO:003447017SkincSCCncRNA processing215/4864395/187236.83e-344.28e-31215
GO:003466013SkincSCCncRNA metabolic process234/4864485/187231.37e-264.77e-24234
GO:004227429SkincSCCribosomal small subunit biogenesis59/486473/187231.39e-222.90e-2059
GO:003049012SkincSCCmaturation of SSU-rRNA39/486450/187232.04e-141.40e-1239
GO:000046212SkincSCCmaturation of SSU-rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)26/486437/187232.11e-086.08e-0726
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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
RPP40SNVMissense_Mutationc.351N>Tp.Leu117Phep.L117FO75818protein_codingtolerated(0.08)probably_damaging(0.992)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RPP40SNVMissense_Mutationc.780N>Gp.Phe260Leup.F260LO75818protein_codingdeleterious(0)probably_damaging(0.977)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RPP40SNVMissense_Mutationrs147319010c.754N>Ap.Asp252Asnp.D252NO75818protein_codingtolerated(0.35)benign(0.005)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
RPP40SNVMissense_Mutationc.142G>Cp.Glu48Glnp.E48QO75818protein_codingdeleterious(0.02)probably_damaging(0.963)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
RPP40SNVMissense_Mutationc.805N>Tp.Pro269Serp.P269SO75818protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RPP40SNVMissense_Mutationrs575359259c.995G>Ap.Arg332Glnp.R332QO75818protein_codingtolerated(0.38)benign(0.001)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RPP40SNVMissense_Mutationc.476N>Ap.Ser159Tyrp.S159YO75818protein_codingdeleterious(0.02)possibly_damaging(0.889)TCGA-CA-6719-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RPP40deletionFrame_Shift_Delc.980delAp.Asn327MetfsTer16p.N327Mfs*16O75818protein_codingTCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RPP40insertionFrame_Shift_Insnovelc.980dupAp.Asn327LysfsTer2p.N327Kfs*2O75818protein_codingTCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RPP40SNVMissense_Mutationc.538N>Ap.Leu180Ilep.L180IO75818protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
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