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: PUDP

Gene summary for PUDP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PUDP

Gene ID

8226

Gene namepseudouridine 5'-phosphatase
Gene AliasDXF68S1E
CytomapXp22.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q08623


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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
8226PUDPLZE4THumanEsophagusESCC2.33e-051.96e-010.0811
8226PUDPLZE8THumanEsophagusESCC2.41e-021.39e-010.067
8226PUDPLZE20THumanEsophagusESCC1.96e-031.25e-010.0662
8226PUDPLZE22THumanEsophagusESCC1.25e-023.46e-010.068
8226PUDPLZE24THumanEsophagusESCC1.77e-041.40e-010.0596
8226PUDPP2T-EHumanEsophagusESCC2.76e-233.86e-010.1177
8226PUDPP4T-EHumanEsophagusESCC1.14e-102.87e-010.1323
8226PUDPP5T-EHumanEsophagusESCC2.09e-048.00e-020.1327
8226PUDPP8T-EHumanEsophagusESCC6.99e-387.08e-010.0889
8226PUDPP10T-EHumanEsophagusESCC4.24e-071.18e-010.116
8226PUDPP12T-EHumanEsophagusESCC8.76e-152.86e-010.1122
8226PUDPP15T-EHumanEsophagusESCC1.53e-071.86e-010.1149
8226PUDPP16T-EHumanEsophagusESCC2.06e-151.39e-010.1153
8226PUDPP20T-EHumanEsophagusESCC1.18e-051.42e-010.1124
8226PUDPP21T-EHumanEsophagusESCC1.84e-071.17e-010.1617
8226PUDPP23T-EHumanEsophagusESCC4.90e-059.41e-020.108
8226PUDPP24T-EHumanEsophagusESCC6.23e-037.87e-020.1287
8226PUDPP26T-EHumanEsophagusESCC4.36e-102.23e-010.1276
8226PUDPP27T-EHumanEsophagusESCC1.51e-071.72e-010.1055
8226PUDPP28T-EHumanEsophagusESCC4.33e-081.69e-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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:00163116LungIACdephosphorylation75/2061417/187231.21e-053.64e-0475
GO:001631112LungAISdephosphorylation69/1849417/187231.27e-054.78e-0469
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
GO:000675318Oral cavityOSCCnucleoside phosphate metabolic process247/7305497/187236.28e-078.96e-06247
GO:000911719Oral cavityOSCCnucleotide metabolic process243/7305489/187237.80e-071.09e-05243
GO:001631114Oral cavityEOLPdephosphorylation85/2218417/187233.19e-079.47e-0685
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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
PUDPSNVMissense_Mutationc.194G>Ap.Ser65Asnp.S65NQ08623protein_codingtolerated(0.06)benign(0.012)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PUDPinsertionNonsense_Mutationnovelc.78_79insAAAGTTTAGGAAATATGCTGCCTGGCCATp.Val27LysfsTer3p.V27Kfs*3Q08623protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PUDPSNVMissense_Mutationc.425N>Tp.Ser142Leup.S142LQ08623protein_codingtolerated(0.07)benign(0.096)TCGA-C5-A2LS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PUDPSNVMissense_Mutationc.160C>Gp.Gln54Glup.Q54EQ08623protein_codingtolerated(0.6)benign(0.009)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PUDPSNVMissense_Mutationrs778192547c.139C>Tp.Arg47Trpp.R47WQ08623protein_codingdeleterious(0)benign(0.056)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PUDPSNVMissense_Mutationnovelc.376C>Tp.Arg126Trpp.R126WQ08623protein_codingdeleterious(0.02)possibly_damaging(0.497)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
PUDPSNVMissense_Mutationc.415N>Ap.Gly139Argp.G139RQ08623protein_codingdeleterious(0.04)benign(0.038)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
PUDPSNVMissense_Mutationc.125G>Tp.Trp42Leup.W42LQ08623protein_codingtolerated(0.68)benign(0)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PUDPSNVMissense_Mutationc.459N>Ap.Phe153Leup.F153LQ08623protein_codingtolerated(0.68)benign(0.003)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PUDPSNVMissense_Mutationnovelc.494N>Gp.Asp165Glyp.D165GQ08623protein_codingdeleterious(0)possibly_damaging(0.903)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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