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: RPRD1A

Gene summary for RPRD1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RPRD1A

Gene ID

55197

Gene nameregulation of nuclear pre-mRNA domain containing 1A
Gene AliasHsT3101
Cytomap18q12.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96P16


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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
55197RPRD1AC38HumanOral cavityOSCC5.35e-071.10e+000.172
55197RPRD1AC43HumanOral cavityOSCC2.18e-205.91e-010.1704
55197RPRD1AC46HumanOral cavityOSCC6.65e-154.86e-010.1673
55197RPRD1AC51HumanOral cavityOSCC4.40e-023.80e-010.2674
55197RPRD1AC57HumanOral cavityOSCC3.65e-064.08e-010.1679
55197RPRD1AC08HumanOral cavityOSCC3.44e-246.58e-010.1919
55197RPRD1AC09HumanOral cavityOSCC2.73e-021.24e-010.1431
55197RPRD1ALN46HumanOral cavityOSCC1.00e-074.39e-010.1666
55197RPRD1ASYSMH3HumanOral cavityOSCC9.69e-062.26e-010.2442
55197RPRD1AHTA12-23-1HumanPancreasPDAC9.99e-057.63e-010.3405
55197RPRD1AHTA12-25-1HumanPancreasPDAC2.86e-026.08e-010.313
55197RPRD1AHTA12-26-1HumanPancreasPDAC3.30e-045.51e-010.3728
55197RPRD1AHTA12-29-1HumanPancreasPDAC1.62e-215.82e-010.3722
55197RPRD1AP4_S8_cSCCHumanSkincSCC2.93e-041.24e-01-0.3095
55197RPRD1AP5_S10_cSCCHumanSkincSCC2.91e-021.07e-01-0.299
55197RPRD1AP1_cSCCHumanSkincSCC1.25e-144.94e-010.0292
55197RPRD1AP2_cSCCHumanSkincSCC1.31e-092.83e-01-0.024
55197RPRD1AP4_cSCCHumanSkincSCC8.20e-052.66e-01-0.00290000000000005
55197RPRD1AP10_cSCCHumanSkincSCC5.21e-246.25e-010.1017
55197RPRD1Amale-WTAHumanThyroidPTC3.03e-281.24e-010.1037
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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:00064708CervixCCprotein dephosphorylation60/2311281/187231.33e-052.68e-0460
GO:00163117CervixCCdephosphorylation73/2311417/187231.23e-039.87e-0373
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: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
GO:00311234SkincSCCRNA 3'-end processing58/4864116/187232.47e-086.89e-0758
GO:000647024SkincSCCprotein dephosphorylation111/4864281/187234.10e-077.96e-06111
GO:00311244SkincSCCmRNA 3'-end processing34/486462/187231.27e-062.20e-0534
GO:001631115SkincSCCdephosphorylation134/4864417/187232.65e-031.50e-02134
GO:00311235ThyroidPTCRNA 3'-end processing65/5968116/187236.24e-081.30e-0665
GO:00311245ThyroidPTCmRNA 3'-end processing40/596862/187231.28e-072.48e-0640
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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
RPRD1ASNVMissense_Mutationnovelc.894N>Gp.Ser298Argp.S298RQ96P16protein_codingdeleterious(0)possibly_damaging(0.514)TCGA-E2-A1B4-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
RPRD1ASNVMissense_Mutationrs754314786c.656C>Tp.Ala219Valp.A219VQ96P16protein_codingdeleterious(0)probably_damaging(0.992)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
RPRD1ASNVMissense_Mutationnovelc.634C>Tp.Leu212Phep.L212FQ96P16protein_codingdeleterious(0)probably_damaging(0.917)TCGA-EX-A8YF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RPRD1ASNVMissense_Mutationc.826N>Tp.Arg276Cysp.R276CQ96P16protein_codingdeleterious(0.04)probably_damaging(0.993)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RPRD1ASNVMissense_Mutationnovelc.156N>Cp.Lys52Asnp.K52NQ96P16protein_codingtolerated(0.09)benign(0.058)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RPRD1ASNVMissense_Mutationrs781199117c.358G>Ap.Asp120Asnp.D120NQ96P16protein_codingtolerated(0.22)benign(0.007)TCGA-AG-3725-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RPRD1ASNVMissense_Mutationnovelc.869C>Ap.Ser290Tyrp.S290YQ96P16protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RPRD1ASNVMissense_Mutationrs752379681c.914C>Tp.Ala305Valp.A305VQ96P16protein_codingdeleterious(0)benign(0.228)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RPRD1ASNVMissense_Mutationnovelc.472N>Cp.Ser158Argp.S158RQ96P16protein_codingtolerated(0.57)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RPRD1ASNVMissense_Mutationnovelc.777N>Tp.Glu259Aspp.E259DQ96P16protein_codingdeleterious(0.02)possibly_damaging(0.566)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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