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:000691326ThyroidATCnucleocytoplasmic transport180/6293301/187236.97e-211.30e-18180
GO:005116926ThyroidATCnuclear transport180/6293301/187236.97e-211.30e-18180
GO:000640326ThyroidATCRNA localization132/6293201/187231.13e-201.93e-18132
GO:014001416ThyroidATCmitotic nuclear division171/6293287/187231.13e-191.66e-17171
GO:001657017ThyroidATChistone modification243/6293463/187232.23e-172.27e-15243
GO:000007013ThyroidATCmitotic sister chromatid segregation108/6293168/187233.53e-162.90e-14108
GO:005116833ThyroidATCnuclear export100/6293154/187231.63e-151.20e-13100
GO:000081913ThyroidATCsister chromatid segregation122/6293202/187234.71e-153.17e-13122
GO:0046822112ThyroidATCregulation of nucleocytoplasmic transport75/6293106/187235.49e-153.62e-1375
GO:000705913ThyroidATCchromosome segregation183/6293346/187238.03e-144.23e-12183
GO:005123623ThyroidATCestablishment of RNA localization102/6293166/187231.71e-138.60e-12102
GO:005065722ThyroidATCnucleic acid transport100/6293163/187233.39e-131.56e-11100
GO:005065822ThyroidATCRNA transport100/6293163/187233.39e-131.56e-11100
GO:001593122ThyroidATCnucleobase-containing compound transport122/6293222/187234.30e-111.41e-09122
GO:005102822ThyroidATCmRNA transport80/6293130/187236.13e-111.99e-0980
GO:009881312ThyroidATCnuclear chromosome segregation145/6293281/187233.06e-108.61e-09145
GO:004828512ThyroidATCorganelle fission229/6293488/187234.79e-101.29e-08229
GO:000028011ThyroidATCnuclear division207/6293439/187231.98e-094.80e-08207
GO:003105616ThyroidATCregulation of histone modification85/6293152/187231.23e-082.55e-0785
GO:007116614ThyroidATCribonucleoprotein complex localization47/629377/187237.43e-079.89e-0647
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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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