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: CSNK2A2

Gene summary for CSNK2A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSNK2A2

Gene ID

1459

Gene namecasein kinase 2 alpha 2
Gene AliasCK2A2
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P19784


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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
1459CSNK2A2HCC1_MengHumanLiverHCC6.95e-533.47e-020.0246
1459CSNK2A2HCC2_MengHumanLiverHCC2.43e-167.27e-020.0107
1459CSNK2A2HCC2HumanLiverHCC4.82e-042.87e+000.5341
1459CSNK2A2S014HumanLiverHCC8.31e-032.01e-010.2254
1459CSNK2A2S015HumanLiverHCC4.85e-043.78e-010.2375
1459CSNK2A2S027HumanLiverHCC5.94e-046.40e-010.2446
1459CSNK2A2S028HumanLiverHCC3.69e-135.73e-010.2503
1459CSNK2A2S029HumanLiverHCC9.22e-085.32e-010.2581
1459CSNK2A2C04HumanOral cavityOSCC3.90e-127.80e-010.2633
1459CSNK2A2C21HumanOral cavityOSCC1.20e-277.37e-010.2678
1459CSNK2A2C30HumanOral cavityOSCC3.23e-351.19e+000.3055
1459CSNK2A2C51HumanOral cavityOSCC6.88e-095.09e-010.2674
1459CSNK2A2C57HumanOral cavityOSCC2.75e-081.60e-010.1679
1459CSNK2A2C06HumanOral cavityOSCC5.39e-059.16e-010.2699
1459CSNK2A2C08HumanOral cavityOSCC1.07e-142.98e-010.1919
1459CSNK2A2LN22HumanOral cavityOSCC2.85e-023.43e-010.1733
1459CSNK2A2LN46HumanOral cavityOSCC4.98e-051.27e-010.1666
1459CSNK2A2SYSMH1HumanOral cavityOSCC3.71e-244.07e-010.1127
1459CSNK2A2SYSMH2HumanOral cavityOSCC2.04e-286.24e-010.2326
1459CSNK2A2SYSMH3HumanOral cavityOSCC4.62e-276.37e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:000188922LiverHCCliver development108/7958147/187232.16e-141.41e-12108
GO:005122222LiverHCCpositive regulation of protein transport194/7958303/187232.41e-141.56e-12194
GO:006100822LiverHCChepaticobiliary system development109/7958150/187235.72e-143.42e-12109
GO:000989522LiverHCCnegative regulation of catabolic process196/7958320/187237.98e-123.35e-10196
GO:200123412LiverHCCnegative regulation of apoptotic signaling pathway145/7958224/187231.33e-115.36e-10145
GO:000042211LiverHCCautophagy of mitochondrion64/795881/187231.96e-117.72e-1064
GO:006172611LiverHCCmitochondrion disassembly64/795881/187231.96e-117.72e-1064
GO:003133022LiverHCCnegative regulation of cellular catabolic process164/7958262/187233.52e-111.35e-09164
GO:190374911LiverHCCpositive regulation of establishment of protein localization to mitochondrion33/795836/187237.67e-102.37e-0833
GO:19039551LiverHCCpositive regulation of protein targeting to mitochondrion30/795832/187231.19e-093.58e-0830
GO:001082112LiverHCCregulation of mitochondrion organization96/7958144/187233.82e-091.02e-0796
GO:190353311LiverHCCregulation of protein targeting60/795881/187237.70e-091.94e-0760
GO:190374711LiverHCCregulation of establishment of protein localization to mitochondrion41/795850/187231.14e-082.83e-0741
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:190321411LiverHCCregulation of protein targeting to mitochondrion36/795844/187231.02e-071.98e-0636
GO:003110021LiverHCCanimal organ regeneration54/795876/187234.31e-077.22e-0654
GO:190314611LiverHCCregulation of autophagy of mitochondrion28/795833/187236.57e-071.03e-0528
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0502022LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0501022LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa0502222LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0413741LiverHCCMitophagy - animal53/402072/84655.49e-064.59e-052.56e-0553
hsa0502032LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0501032LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa0502232LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0413751LiverHCCMitophagy - animal53/402072/84655.49e-064.59e-052.56e-0553
hsa0501028Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa0502028Oral cavityOSCCPrion disease181/3704273/84652.05e-145.30e-132.70e-13181
hsa0413728Oral cavityOSCCMitophagy - animal58/370472/84651.48e-102.07e-091.05e-0958
hsa051628Oral cavityOSCCMeasles90/3704139/84654.10e-072.50e-061.27e-0690
hsa0452029Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
hsa040644Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa05235Oral cavityOSCCPD-L1 expression and PD-1 checkpoint pathway in cancer56/370489/84651.97e-046.55e-043.33e-0456
hsa05010112Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa05022112Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
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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
CSNK2A2SNVMissense_Mutationc.734G>Cp.Arg245Prop.R245PP19784protein_codingdeleterious(0)probably_damaging(0.974)TCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
CSNK2A2SNVMissense_Mutationc.700N>Ap.Phe234Ilep.F234IP19784protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A13Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CSNK2A2deletionFrame_Shift_Delnovelc.176delAp.Asn59IlefsTer10p.N59Ifs*10P19784protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CSNK2A2SNVMissense_Mutationnovelc.938G>Cp.Arg313Thrp.R313TP19784protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
CSNK2A2SNVMissense_Mutationc.533N>Ap.Gly178Aspp.G178DP19784protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3693-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CSNK2A2SNVMissense_Mutationc.128N>Cp.Val43Alap.V43AP19784protein_codingdeleterious(0.02)benign(0.02)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CSNK2A2SNVMissense_Mutationc.860N>Tp.His287Leup.H287LP19784protein_codingdeleterious(0.01)benign(0.011)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CSNK2A2SNVMissense_Mutationnovelc.100N>Cp.Trp34Argp.W34RP19784protein_codingdeleterious(0)benign(0.072)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CSNK2A2SNVMissense_Mutationc.403N>Tp.Arg135Trpp.R135WP19784protein_codingdeleterious(0)possibly_damaging(0.855)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CSNK2A2SNVMissense_Mutationnovelc.163T>Gp.Phe55Valp.F55VP19784protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORUS8791257, 17
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORUS8940736, 23
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORinhibitorHESPERADINHESPERADIN19035792
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORinhibitor249565806SILMITASERTIB
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORUS8940736, 6
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORUS8791257, 4
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORUS8940736, 7
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORinhibitor249565820
1459CSNK2A2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, TUMOR SUPPRESSOR, ENZYME, TRANSCRIPTION FACTORUS8791257, 38
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