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: AKAP8

Gene summary for AKAP8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AKAP8

Gene ID

10270

Gene nameA-kinase anchoring protein 8
Gene AliasAKAP 95
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

O43823


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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
10270AKAP8LZE4THumanEsophagusESCC7.61e-037.80e-020.0811
10270AKAP8LZE7THumanEsophagusESCC1.43e-052.56e-010.0667
10270AKAP8LZE22THumanEsophagusESCC3.07e-032.14e-010.068
10270AKAP8LZE24THumanEsophagusESCC1.21e-082.23e-010.0596
10270AKAP8LZE21THumanEsophagusESCC1.52e-031.36e-010.0655
10270AKAP8P1T-EHumanEsophagusESCC1.34e-064.00e-010.0875
10270AKAP8P2T-EHumanEsophagusESCC2.17e-112.47e-010.1177
10270AKAP8P4T-EHumanEsophagusESCC2.51e-193.59e-010.1323
10270AKAP8P5T-EHumanEsophagusESCC4.74e-162.11e-010.1327
10270AKAP8P8T-EHumanEsophagusESCC1.70e-153.06e-010.0889
10270AKAP8P9T-EHumanEsophagusESCC7.68e-112.32e-010.1131
10270AKAP8P10T-EHumanEsophagusESCC1.59e-132.72e-010.116
10270AKAP8P11T-EHumanEsophagusESCC3.59e-113.96e-010.1426
10270AKAP8P12T-EHumanEsophagusESCC1.85e-173.48e-010.1122
10270AKAP8P15T-EHumanEsophagusESCC7.15e-132.96e-010.1149
10270AKAP8P16T-EHumanEsophagusESCC1.18e-071.58e-010.1153
10270AKAP8P19T-EHumanEsophagusESCC1.77e-083.11e-010.1662
10270AKAP8P20T-EHumanEsophagusESCC1.13e-163.53e-010.1124
10270AKAP8P21T-EHumanEsophagusESCC3.72e-163.57e-010.1617
10270AKAP8P22T-EHumanEsophagusESCC2.71e-119.93e-020.1236
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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
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
∗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:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:00064051LiverHCCRNA export from nucleus60/795884/187237.28e-081.48e-0660
GO:00064061LiverHCCmRNA export from nucleus44/795859/187235.61e-078.98e-0644
GO:00714271LiverHCCmRNA-containing ribonucleoprotein complex export from nucleus44/795859/187235.61e-078.98e-0644
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:0098813LiverHCCnuclear chromosome segregation157/7958281/187233.82e-064.95e-05157
GO:00717631LiverHCCnuclear membrane organization27/795833/187234.31e-065.50e-0527
GO:00069971LiverHCCnucleus organization82/7958133/187236.32e-067.72e-0582
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0006998LiverHCCnuclear envelope organization34/795847/187233.27e-053.29e-0434
GO:0031058LiverHCCpositive regulation of histone modification58/795892/187235.55e-055.21e-0458
GO:00468312LiverHCCregulation of RNA export from nucleus11/795812/187235.97e-043.75e-0311
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:0000280LiverHCCnuclear division220/7958439/187236.90e-044.25e-03220
GO:00356011LiverHCCprotein deacylation64/7958112/187231.23e-036.83e-0364
GO:0090311LiverHCCregulation of protein deacetylation30/795848/187234.10e-031.78e-0230
GO:0044839LiverHCCcell cycle G2/M phase transition79/7958148/187234.82e-032.03e-0279
GO:00064761LiverHCCprotein deacetylation55/7958101/187231.01e-023.79e-0255
GO:00165704LungIAChistone modification93/2061463/187235.41e-098.03e-0793
GO:00069138LungIACnucleocytoplasmic transport63/2061301/187233.50e-072.54e-0563
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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
AKAP8SNVMissense_Mutationrs764482753c.1192N>Tp.Arg398Cysp.R398CO43823protein_codingdeleterious(0)probably_damaging(0.98)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AKAP8SNVMissense_Mutationnovelc.1489C>Tp.Arg497Trpp.R497WO43823protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A2BK-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
AKAP8SNVMissense_Mutationrs767177827c.1268C>Gp.Thr423Serp.T423SO43823protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AKAP8SNVMissense_Mutationc.1600A>Cp.Lys534Glnp.K534QO43823protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-E2-A1L7-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
AKAP8SNVMissense_Mutationnovelc.1997N>Cp.Arg666Thrp.R666TO43823protein_codingtolerated_low_confidence(0.6)benign(0.005)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
AKAP8SNVMissense_Mutationc.1581N>Cp.Leu527Phep.L527FO43823protein_codingdeleterious(0)probably_damaging(0.964)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
AKAP8SNVMissense_Mutationc.374C>Tp.Ser125Phep.S125FO43823protein_codingdeleterious(0.05)benign(0.072)TCGA-EK-A3GN-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
AKAP8SNVMissense_Mutationnovelc.1015T>Gp.Ser339Alap.S339AO43823protein_codingtolerated(0.09)possibly_damaging(0.565)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
AKAP8SNVMissense_Mutationc.712N>Tp.Pro238Serp.P238SO43823protein_codingtolerated(0.08)benign(0.062)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AKAP8SNVMissense_Mutationc.2006N>Tp.Pro669Leup.P669LO43823protein_codingtolerated_low_confidence(0.3)benign(0)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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