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: TP53RK

Gene summary for TP53RK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP53RK

Gene ID

112858

Gene nameTP53 regulating kinase
Gene AliasBUD32
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96S44


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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
112858TP53RKLZE4THumanEsophagusESCC5.76e-103.18e-010.0811
112858TP53RKLZE20THumanEsophagusESCC8.07e-052.38e-010.0662
112858TP53RKLZE22D1HumanEsophagusHGIN8.12e-03-1.79e-020.0595
112858TP53RKLZE24THumanEsophagusESCC9.56e-184.94e-010.0596
112858TP53RKP1T-EHumanEsophagusESCC5.66e-063.45e-010.0875
112858TP53RKP2T-EHumanEsophagusESCC1.47e-295.65e-010.1177
112858TP53RKP4T-EHumanEsophagusESCC5.46e-277.18e-010.1323
112858TP53RKP5T-EHumanEsophagusESCC3.77e-204.39e-010.1327
112858TP53RKP8T-EHumanEsophagusESCC4.59e-202.78e-010.0889
112858TP53RKP9T-EHumanEsophagusESCC3.14e-092.71e-010.1131
112858TP53RKP10T-EHumanEsophagusESCC1.69e-367.12e-010.116
112858TP53RKP11T-EHumanEsophagusESCC1.63e-168.70e-010.1426
112858TP53RKP12T-EHumanEsophagusESCC4.93e-276.34e-010.1122
112858TP53RKP15T-EHumanEsophagusESCC4.14e-255.87e-010.1149
112858TP53RKP16T-EHumanEsophagusESCC4.75e-377.86e-010.1153
112858TP53RKP17T-EHumanEsophagusESCC5.19e-074.53e-010.1278
112858TP53RKP19T-EHumanEsophagusESCC1.35e-057.39e-010.1662
112858TP53RKP20T-EHumanEsophagusESCC1.61e-175.12e-010.1124
112858TP53RKP21T-EHumanEsophagusESCC8.55e-398.85e-010.1617
112858TP53RKP22T-EHumanEsophagusESCC2.52e-213.81e-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
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:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:007233127EsophagusHGINsignal transduction by p53 class mediator49/2587163/187235.71e-083.06e-0649
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:190179627EsophagusHGINregulation of signal transduction by p53 class mediator26/258793/187232.60e-044.55e-0326
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:1901796111EsophagusESCCregulation of signal transduction by p53 class mediator70/855293/187235.69e-091.18e-0770
GO:00344701LiverCirrhoticncRNA processing158/4634395/187231.09e-116.96e-10158
GO:00346603LiverCirrhoticncRNA metabolic process173/4634485/187233.64e-081.21e-06173
GO:007233112LiverCirrhoticsignal transduction by p53 class mediator69/4634163/187235.97e-071.30e-0569
GO:190179612LiverCirrhoticregulation of signal transduction by p53 class mediator37/463493/187239.58e-046.78e-0337
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:007233122LiverHCCsignal transduction by p53 class mediator108/7958163/187237.14e-102.23e-08108
GO:0008033LiverHCCtRNA processing87/7958127/187232.66e-097.23e-0887
GO:190179622LiverHCCregulation of signal transduction by p53 class mediator64/795893/187232.53e-074.45e-0664
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
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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
TP53RKinsertionIn_Frame_Insnovelc.611_612insCGCCCGGGATCCCGCAGTCAGCGCAGCCGCCATCTTATGGCTp.Glu204delinsAspAlaArgAspProAlaValSerAlaAlaAlaIleLeuTrpLeup.E204delinsDARDPAVSAAAILWLQ96S44protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TP53RKSNVMissense_Mutationnovelc.459N>Ap.Met153Ilep.M153IQ96S44protein_codingdeleterious(0.03)benign(0.15)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TP53RKSNVMissense_Mutationrs770461591c.564N>Gp.Phe188Leup.F188LQ96S44protein_codingtolerated(0.07)possibly_damaging(0.472)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP53RKSNVMissense_Mutationc.469N>Ap.Asp157Asnp.D157NQ96S44protein_codingtolerated(0.28)possibly_damaging(0.705)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TP53RKSNVMissense_Mutationrs553547069c.727C>Tp.Arg243Cysp.R243CQ96S44protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TP53RKSNVMissense_Mutationnovelc.669G>Tp.Lys223Asnp.K223NQ96S44protein_codingtolerated(0.07)benign(0.187)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TP53RKSNVMissense_Mutationrs149404267c.455G>Ap.Arg152Glnp.R152QQ96S44protein_codingtolerated(0.25)benign(0)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TP53RKSNVMissense_Mutationnovelc.680C>Ap.Thr227Asnp.T227NQ96S44protein_codingtolerated(0.12)benign(0.015)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TP53RKSNVMissense_Mutationnovelc.638N>Gp.Asn213Serp.N213SQ96S44protein_codingdeleterious(0.03)benign(0.077)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
TP53RKSNVMissense_Mutationc.469N>Tp.Asp157Tyrp.D157YQ96S44protein_codingdeleterious(0)probably_damaging(0.992)TCGA-B5-A1MR-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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