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: ADCK2

Gene summary for ADCK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADCK2

Gene ID

90956

Gene nameaarF domain containing kinase 2
Gene AliasAARF
Cytomap7q34
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A4D1T6


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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
90956ADCK2C04HumanOral cavityOSCC5.33e-062.83e-010.2633
90956ADCK2C21HumanOral cavityOSCC4.77e-123.53e-010.2678
90956ADCK2C30HumanOral cavityOSCC8.66e-248.13e-010.3055
90956ADCK2C43HumanOral cavityOSCC1.71e-092.56e-010.1704
90956ADCK2C46HumanOral cavityOSCC4.37e-133.20e-010.1673
90956ADCK2C51HumanOral cavityOSCC5.38e-093.87e-010.2674
90956ADCK2C06HumanOral cavityOSCC3.12e-024.20e-010.2699
90956ADCK2C08HumanOral cavityOSCC9.84e-245.26e-010.1919
90956ADCK2C09HumanOral cavityOSCC4.58e-071.91e-010.1431
90956ADCK2LN46HumanOral cavityOSCC3.39e-072.81e-010.1666
90956ADCK2LP15HumanOral cavityLP2.31e-024.38e-010.2174
90956ADCK2SYSMH1HumanOral cavityOSCC5.10e-071.99e-010.1127
90956ADCK2SYSMH2HumanOral cavityOSCC2.97e-123.35e-010.2326
90956ADCK2SYSMH3HumanOral cavityOSCC3.03e-032.13e-010.2442
90956ADCK2male-WTAHumanThyroidPTC7.21e-037.91e-020.1037
90956ADCK2PTC01HumanThyroidPTC1.14e-031.29e-010.1899
90956ADCK2PTC04HumanThyroidPTC5.99e-039.48e-020.1927
90956ADCK2PTC05HumanThyroidPTC4.36e-133.02e-010.2065
90956ADCK2PTC06HumanThyroidPTC2.83e-162.64e-010.2057
90956ADCK2PTC07HumanThyroidPTC2.60e-122.31e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
ADCK2SNVMissense_Mutationc.601N>Cp.Glu201Glnp.E201QQ7Z695protein_codingtolerated(0.12)possibly_damaging(0.548)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ADCK2SNVMissense_Mutationc.1364N>Ap.Gly455Aspp.G455DQ7Z695protein_codingtolerated(0.06)benign(0.086)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ADCK2SNVMissense_Mutationrs781057568c.1563G>Cp.Gln521Hisp.Q521HQ7Z695protein_codingtolerated(0.2)benign(0.001)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ADCK2insertionNonsense_Mutationnovelc.1464_1465insTTATAGGCGTGAGCCACCACACCCGGCp.Leu489_Val490insTerp.L489_V490ins*Q7Z695protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ADCK2insertionFrame_Shift_Insnovelc.1466_1467insTATTTATTTATTTTTACAAp.Val490IlefsTer21p.V490Ifs*21Q7Z695protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ADCK2SNVMissense_Mutationnovelc.1398G>Tp.Gln466Hisp.Q466HQ7Z695protein_codingdeleterious(0.04)benign(0.336)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADCK2SNVMissense_Mutationc.920N>Ap.Ser307Tyrp.S307YQ7Z695protein_codingdeleterious(0)benign(0.017)TCGA-C5-A7CH-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificSD
ADCK2SNVMissense_Mutationnovelc.422N>Tp.Ser141Leup.S141LQ7Z695protein_codingdeleterious(0)benign(0.343)TCGA-5M-AATE-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ADCK2SNVMissense_Mutationc.355N>Ap.Leu119Ilep.L119IQ7Z695protein_codingtolerated(0.1)possibly_damaging(0.734)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADCK2SNVMissense_Mutationc.1348N>Cp.Asn450Hisp.N450HQ7Z695protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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