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: PRKAR1B

Gene summary for PRKAR1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRKAR1B

Gene ID

5575

Gene nameprotein kinase cAMP-dependent type I regulatory subunit beta
Gene AliasPRKAR1
Cytomap7p22.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

P31321


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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
5575PRKAR1BLZE2THumanEsophagusESCC4.32e-033.87e-010.082
5575PRKAR1BLZE4THumanEsophagusESCC4.42e-041.34e-010.0811
5575PRKAR1BLZE8THumanEsophagusESCC2.91e-029.30e-020.067
5575PRKAR1BLZE22THumanEsophagusESCC1.21e-043.87e-010.068
5575PRKAR1BLZE24THumanEsophagusESCC1.14e-102.63e-010.0596
5575PRKAR1BP2T-EHumanEsophagusESCC2.75e-334.95e-010.1177
5575PRKAR1BP4T-EHumanEsophagusESCC2.95e-113.06e-010.1323
5575PRKAR1BP5T-EHumanEsophagusESCC9.43e-122.09e-010.1327
5575PRKAR1BP8T-EHumanEsophagusESCC1.70e-081.64e-010.0889
5575PRKAR1BP9T-EHumanEsophagusESCC2.06e-082.25e-010.1131
5575PRKAR1BP10T-EHumanEsophagusESCC5.41e-376.11e-010.116
5575PRKAR1BP11T-EHumanEsophagusESCC2.76e-145.10e-010.1426
5575PRKAR1BP12T-EHumanEsophagusESCC4.32e-255.11e-010.1122
5575PRKAR1BP15T-EHumanEsophagusESCC4.07e-153.67e-010.1149
5575PRKAR1BP16T-EHumanEsophagusESCC1.23e-447.99e-010.1153
5575PRKAR1BP17T-EHumanEsophagusESCC4.63e-072.86e-010.1278
5575PRKAR1BP19T-EHumanEsophagusESCC5.18e-126.69e-010.1662
5575PRKAR1BP20T-EHumanEsophagusESCC6.62e-122.39e-010.1124
5575PRKAR1BP21T-EHumanEsophagusESCC2.14e-397.32e-010.1617
5575PRKAR1BP22T-EHumanEsophagusESCC4.75e-162.78e-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
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:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
GO:000646920EsophagusESCCnegative regulation of protein kinase activity140/8552212/187231.53e-093.56e-08140
GO:00719014EsophagusESCCnegative regulation of protein serine/threonine kinase activity75/8552120/187231.48e-049.88e-0475
GO:001056322LiverHCCnegative regulation of phosphorus metabolic process259/7958442/187234.29e-121.92e-10259
GO:004593622LiverHCCnegative regulation of phosphate metabolic process258/7958441/187236.00e-122.60e-10258
GO:004232622LiverHCCnegative regulation of phosphorylation227/7958385/187233.98e-111.52e-09227
GO:005134822LiverHCCnegative regulation of transferase activity166/7958268/187238.97e-113.18e-09166
GO:003367322LiverHCCnegative regulation of kinase activity144/7958237/187239.76e-092.45e-07144
GO:000193322LiverHCCnegative regulation of protein phosphorylation196/7958342/187231.95e-084.63e-07196
GO:000646912LiverHCCnegative regulation of protein kinase activity126/7958212/187234.55e-077.49e-06126
GO:007190021LiverHCCregulation of protein serine/threonine kinase activity189/7958359/187235.97e-055.47e-04189
GO:0071901LiverHCCnegative regulation of protein serine/threonine kinase activity66/7958120/187233.81e-031.68e-0266
GO:005134820Oral cavityOSCCnegative regulation of transferase activity165/7305268/187235.02e-142.74e-12165
GO:001056320Oral cavityOSCCnegative regulation of phosphorus metabolic process246/7305442/187236.12e-132.89e-11246
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049109EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0491014EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0491041LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0491051LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa049108Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
hsa0491013Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
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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
PRKAR1BSNVMissense_Mutationnovelc.1101G>Cp.Lys367Asnp.K367NP31321protein_codingdeleterious(0)benign(0.133)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
PRKAR1BinsertionFrame_Shift_Insnovelc.50_51insTCCTTGTTCTGGGCCCCACCCCAGGCTGTCTGCGTATCp.Cys18ProfsTer43p.C18Pfs*43P31321protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRKAR1BSNVMissense_Mutationrs147210283c.380N>Tp.Ala127Valp.A127VP31321protein_codingtolerated(0.06)benign(0.018)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PRKAR1BSNVMissense_Mutationc.307G>Ap.Glu103Lysp.E103KP31321protein_codingdeleterious(0.01)benign(0.082)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PRKAR1BSNVMissense_Mutationrs778958450c.281N>Ap.Arg94Hisp.R94HP31321protein_codingdeleterious(0.01)benign(0.215)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PRKAR1BSNVMissense_Mutationrs764518494c.106N>Ap.Val36Ilep.V36IP31321protein_codingtolerated(0.11)benign(0.159)TCGA-F4-6460-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
PRKAR1BSNVMissense_Mutationnovelc.1066G>Ap.Glu356Lysp.E356KP31321protein_codingtolerated(0.16)benign(0.262)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PRKAR1BSNVMissense_Mutationrs144462255c.284N>Ap.Arg95Hisp.R95HP31321protein_codingtolerated(0.08)benign(0)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
PRKAR1BSNVMissense_Mutationnovelc.697C>Tp.Arg233Cysp.R233CP31321protein_codingdeleterious(0)probably_damaging(0.964)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PRKAR1BSNVMissense_Mutationnovelc.30N>Tp.Glu10Aspp.E10DP31321protein_codingtolerated(0.58)benign(0.006)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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