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: GKAP1

Gene summary for GKAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GKAP1

Gene ID

80318

Gene nameG kinase anchoring protein 1
Gene AliasFKSG21
Cytomap9q21.32
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q5VSY0


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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
80318GKAP1S43HumanLiverCirrhotic2.23e-02-1.24e-01-0.0187
80318GKAP1HCC1_MengHumanLiverHCC4.80e-48-9.31e-020.0246
80318GKAP1HCC2_MengHumanLiverHCC2.90e-03-9.28e-020.0107
80318GKAP1HCC1HumanLiverHCC1.71e-051.16e+000.5336
80318GKAP1HCC5HumanLiverHCC1.15e-051.20e-010.4932
80318GKAP1S028HumanLiverHCC8.57e-033.37e-010.2503
80318GKAP1S029HumanLiverHCC2.94e-075.61e-010.2581
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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
∗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:004343412LiverCirrhoticresponse to peptide hormone149/4634414/187231.70e-074.49e-06149
GO:007137511LiverCirrhoticcellular response to peptide hormone stimulus110/4634290/187233.73e-078.82e-06110
GO:190165311LiverCirrhoticcellular response to peptide129/4634359/187231.23e-062.49e-05129
GO:003286911LiverCirrhoticcellular response to insulin stimulus80/4634203/187232.55e-064.63e-0580
GO:003286811LiverCirrhoticresponse to insulin95/4634264/187232.77e-053.54e-0495
GO:19000782LiverCirrhoticpositive regulation of cellular response to insulin stimulus15/463425/187231.88e-041.75e-0315
GO:000828611LiverCirrhoticinsulin receptor signaling pathway44/4634116/187231.09e-037.59e-0344
GO:0046628LiverCirrhoticpositive regulation of insulin receptor signaling pathway12/463422/187232.61e-031.53e-0212
GO:19000761LiverCirrhoticregulation of cellular response to insulin stimulus26/463464/187233.69e-032.03e-0226
GO:003286821LiverHCCresponse to insulin172/7958264/187237.14e-144.23e-12172
GO:003286921LiverHCCcellular response to insulin stimulus137/7958203/187234.69e-132.44e-11137
GO:004343422LiverHCCresponse to peptide hormone247/7958414/187239.55e-134.77e-11247
GO:007137521LiverHCCcellular response to peptide hormone stimulus179/7958290/187232.54e-119.88e-10179
GO:190165321LiverHCCcellular response to peptide211/7958359/187232.86e-109.63e-09211
GO:00082862LiverHCCinsulin receptor signaling pathway78/7958116/187236.15e-081.29e-0678
GO:19000762LiverHCCregulation of cellular response to insulin stimulus43/795864/187235.73e-055.31e-0443
GO:190007811LiverHCCpositive regulation of cellular response to insulin stimulus20/795825/187231.47e-041.18e-0320
GO:00466261LiverHCCregulation of insulin receptor signaling pathway43/795866/187231.69e-041.34e-0343
GO:00466281LiverHCCpositive regulation of insulin receptor signaling pathway17/795822/187239.84e-045.70e-0317
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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
GKAP1SNVMissense_Mutationc.973N>Gp.Gln325Glup.Q325EQ5VSY0protein_codingtolerated(0.28)probably_damaging(0.994)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GKAP1SNVMissense_Mutationc.197A>Gp.Gln66Argp.Q66RQ5VSY0protein_codingdeleterious(0)possibly_damaging(0.765)TCGA-HG-A2PA-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificTaxolPD
GKAP1SNVMissense_Mutationc.196C>Ap.Gln66Lysp.Q66KQ5VSY0protein_codingtolerated(0.06)possibly_damaging(0.547)TCGA-HG-A2PA-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificTaxolPD
GKAP1SNVMissense_Mutationnovelc.955A>Cp.Lys319Glnp.K319QQ5VSY0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AB0I-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GKAP1SNVMissense_Mutationnovelc.463N>Cp.Ser155Prop.S155PQ5VSY0protein_codingtolerated(0.07)benign(0.02)TCGA-SS-A7HO-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyoxaliplatinPD
GKAP1SNVMissense_Mutationc.365C>Ap.Thr122Lysp.T122KQ5VSY0protein_codingdeleterious(0.01)possibly_damaging(0.804)TCGA-AG-A026-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
GKAP1SNVMissense_Mutationnovelc.544N>Cp.Lys182Glnp.K182QQ5VSY0protein_codingtolerated(0.42)benign(0.165)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GKAP1SNVMissense_Mutationnovelc.301N>Tp.Pro101Serp.P101SQ5VSY0protein_codingtolerated(0.12)benign(0.003)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GKAP1SNVMissense_Mutationnovelc.694N>Ap.Glu232Lysp.E232KQ5VSY0protein_codingtolerated(0.48)benign(0.053)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GKAP1SNVMissense_Mutationnovelc.129N>Cp.Gln43Hisp.Q43HQ5VSY0protein_codingtolerated(0.09)benign(0.01)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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