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: AURKB

Gene summary for AURKB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AURKB

Gene ID

9212

Gene nameaurora kinase B
Gene AliasAIK2
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0000022

UniProtAcc

Q96GD4


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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
9212AURKBP2T-EHumanEsophagusESCC9.44e-074.81e-010.1177
9212AURKBP4T-EHumanEsophagusESCC1.49e-093.93e-010.1323
9212AURKBP5T-EHumanEsophagusESCC8.56e-122.77e-010.1327
9212AURKBP8T-EHumanEsophagusESCC3.50e-021.55e-010.0889
9212AURKBP9T-EHumanEsophagusESCC6.74e-062.10e-010.1131
9212AURKBP10T-EHumanEsophagusESCC2.02e-062.30e-010.116
9212AURKBP16T-EHumanEsophagusESCC8.40e-041.55e-010.1153
9212AURKBP17T-EHumanEsophagusESCC3.52e-108.08e-010.1278
9212AURKBP19T-EHumanEsophagusESCC5.57e-059.56e-010.1662
9212AURKBP20T-EHumanEsophagusESCC2.18e-032.45e-010.1124
9212AURKBP21T-EHumanEsophagusESCC4.12e-113.60e-010.1617
9212AURKBP24T-EHumanEsophagusESCC5.30e-216.19e-010.1287
9212AURKBP28T-EHumanEsophagusESCC1.33e-021.58e-010.1149
9212AURKBP31T-EHumanEsophagusESCC2.03e-093.49e-010.1251
9212AURKBP32T-EHumanEsophagusESCC2.56e-165.84e-010.1666
9212AURKBP36T-EHumanEsophagusESCC1.12e-053.33e-010.1187
9212AURKBP37T-EHumanEsophagusESCC1.03e-114.07e-010.1371
9212AURKBP38T-EHumanEsophagusESCC1.45e-095.86e-010.127
9212AURKBP42T-EHumanEsophagusESCC2.62e-052.92e-010.1175
9212AURKBP44T-EHumanEsophagusESCC6.93e-042.60e-010.1096
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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
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:00467779Oral cavityOSCCprotein autophosphorylation123/7305227/187232.31e-062.93e-05123
GO:00513061Oral cavityOSCCmitotic sister chromatid separation45/730567/187232.82e-063.47e-0545
GO:000700410Oral cavityOSCCtelomere maintenance via telomerase46/730569/187233.00e-063.66e-0546
GO:000091010Oral cavityOSCCcytokinesis97/7305173/187233.82e-064.51e-0597
GO:00070911Oral cavityOSCCmetaphase/anaphase transition of mitotic cell cycle42/730562/187234.30e-064.98e-0542
GO:00900688Oral cavityOSCCpositive regulation of cell cycle process126/7305236/187234.75e-065.44e-05126
GO:200057316Oral cavityOSCCpositive regulation of DNA biosynthetic process44/730566/187234.91e-065.57e-0544
GO:00330451Oral cavityOSCCregulation of sister chromatid segregation47/730572/187235.69e-066.33e-0547
GO:19058181Oral cavityOSCCregulation of chromosome separation47/730572/187235.69e-066.33e-0547
GO:200125216Oral cavityOSCCpositive regulation of chromosome organization52/730582/187236.56e-067.24e-0552
GO:00109651Oral cavityOSCCregulation of mitotic sister chromatid separation43/730565/187238.50e-069.06e-0543
GO:00300711Oral cavityOSCCregulation of mitotic metaphase/anaphase transition40/730560/187231.32e-051.33e-0440
GO:00616405Oral cavityOSCCcytoskeleton-dependent cytokinesis60/7305100/187231.69e-051.67e-0460
GO:0010389Oral cavityOSCCregulation of G2/M transition of mitotic cell cycle57/730594/187231.75e-051.71e-0457
GO:00320919Oral cavityOSCCnegative regulation of protein binding57/730594/187231.75e-051.71e-0457
GO:00447841Oral cavityOSCCmetaphase/anaphase transition of cell cycle42/730565/187232.57e-052.39e-0442
GO:001083316Oral cavityOSCCtelomere maintenance via telomere lengthening50/730581/187232.87e-052.64e-0450
GO:0051783Oral cavityOSCCregulation of nuclear division78/7305139/187233.13e-052.86e-0478
GO:20012512Oral cavityOSCCnegative regulation of chromosome organization52/730586/187234.50e-053.84e-0452
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
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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
AURKBSNVMissense_Mutationc.386N>Cp.Ile129Thrp.I129TQ96GD4protein_codingdeleterious(0)possibly_damaging(0.566)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
AURKBSNVMissense_Mutationrs749454960c.745N>Tp.Arg249Cysp.R249CQ96GD4protein_codingdeleterious(0.02)benign(0.012)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AURKBSNVMissense_Mutationrs772022668c.481N>Ap.Gly161Argp.G161RQ96GD4protein_codingdeleterious(0)probably_damaging(0.972)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AURKBSNVMissense_Mutationc.371G>Ap.Arg124Hisp.R124HQ96GD4protein_codingdeleterious(0)possibly_damaging(0.71)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
AURKBSNVMissense_Mutationc.595C>Tp.His199Tyrp.H199YQ96GD4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
AURKBSNVMissense_Mutationrs768656332c.897G>Tp.Met299Ilep.M299IQ96GD4protein_codingtolerated(0.17)benign(0)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AURKBSNVMissense_Mutationrs201709756c.1033N>Ap.Ala345Thrp.A345TQ96GD4protein_codingdeleterious_low_confidence(0.04)benign(0.015)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AURKBSNVMissense_Mutationrs780771169c.89N>Ap.Arg30Glnp.R30QQ96GD4protein_codingtolerated(0.68)benign(0.007)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AURKBSNVMissense_Mutationrs55871613c.539N>Tp.Thr180Metp.T180MQ96GD4protein_codingdeleterious(0.02)benign(0.228)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AURKBSNVMissense_Mutationnovelc.50N>Tp.Ala17Valp.A17VQ96GD4protein_codingtolerated(0.09)benign(0.003)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<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
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEZM-447439CHEMBL202721
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEinhibitor178102344TOZASERTIB
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASELINIFANIBLINIFANIB
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEPAZOPANIBPAZOPANIB
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEinhibitorCHEMBL495727AT-9283
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEinhibitor249565620DANUSERTIB
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASECYC116
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEinhibitorCHEMBL3545327TTP-607
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEBAY-613606CHEMBL541400
9212AURKBENZYME, CLINICALLY ACTIONABLE, SERINE THREONINE KINASE, HISTONE MODIFICATION, DRUGGABLE GENOME, KINASEinhibitor249565688CHEMBL1765740
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