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: KIF13B

Gene summary for KIF13B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF13B

Gene ID

23303

Gene namekinesin family member 13B
Gene AliasGAKIN
Cytomap8p12
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9NQT8


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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
23303KIF13BHTA11_3410_2000001011HumanColorectumAD4.05e-27-7.70e-010.0155
23303KIF13BHTA11_2951_2000001011HumanColorectumAD1.20e-02-7.14e-010.0216
23303KIF13BHTA11_347_2000001011HumanColorectumAD7.81e-043.69e-01-0.1954
23303KIF13BHTA11_2992_2000001011HumanColorectumSER5.23e-04-3.72e-01-0.1706
23303KIF13BHTA11_866_3004761011HumanColorectumAD8.10e-17-6.59e-010.096
23303KIF13BHTA11_9408_2000001011HumanColorectumAD4.06e-03-8.33e-010.0451
23303KIF13BHTA11_8622_2000001021HumanColorectumSER1.23e-02-7.19e-010.0528
23303KIF13BHTA11_10711_2000001011HumanColorectumAD3.22e-12-6.90e-010.0338
23303KIF13BHTA11_7696_3000711011HumanColorectumAD3.07e-21-6.31e-010.0674
23303KIF13BHTA11_6818_2000001021HumanColorectumAD9.02e-04-5.84e-010.0588
23303KIF13BHTA11_99999970781_79442HumanColorectumMSS4.03e-39-7.57e-010.294
23303KIF13BHTA11_99999965104_69814HumanColorectumMSS1.97e-08-5.65e-010.281
23303KIF13BHTA11_99999971662_82457HumanColorectumMSS1.56e-29-7.35e-010.3859
23303KIF13BHTA11_99999973899_84307HumanColorectumMSS3.51e-05-6.43e-010.2585
23303KIF13BHTA11_99999974143_84620HumanColorectumMSS1.99e-05-3.72e-010.3005
23303KIF13BF007HumanColorectumFAP4.05e-04-4.34e-010.1176
23303KIF13BA002-C-010HumanColorectumFAP9.06e-08-4.03e-010.242
23303KIF13BA001-C-207HumanColorectumFAP2.47e-03-2.60e-010.1278
23303KIF13BA015-C-203HumanColorectumFAP2.87e-44-6.82e-01-0.1294
23303KIF13BA015-C-204HumanColorectumFAP3.21e-06-4.41e-01-0.0228
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0050770ColorectumADregulation of axonogenesis49/3918154/187239.88e-049.28e-0349
GO:00066051ColorectumSERprotein targeting76/2897314/187233.19e-058.47e-0476
GO:00109751ColorectumSERregulation of neuron projection development92/2897445/187231.85e-031.89e-0292
GO:00615641ColorectumSERaxon development94/2897467/187233.78e-033.13e-0294
GO:00074091ColorectumSERaxonogenesis84/2897418/187236.20e-034.49e-0284
GO:00066052ColorectumMSSprotein targeting97/3467314/187236.76e-083.46e-0697
GO:00109752ColorectumMSSregulation of neuron projection development115/3467445/187236.91e-051.20e-03115
GO:00074092ColorectumMSSaxonogenesis105/3467418/187234.32e-045.23e-03105
GO:00615642ColorectumMSSaxon development115/3467467/187235.33e-046.00e-03115
GO:00507701ColorectumMSSregulation of axonogenesis43/3467154/187232.69e-032.12e-0243
GO:00615643ColorectumFAPaxon development106/2622467/187231.98e-071.21e-05106
GO:00109753ColorectumFAPregulation of neuron projection development102/2622445/187232.04e-071.24e-05102
GO:00074093ColorectumFAPaxonogenesis97/2622418/187232.20e-071.30e-0597
GO:00066054ColorectumFAPprotein targeting74/2622314/187233.21e-061.17e-0474
GO:00507702ColorectumFAPregulation of axonogenesis42/2622154/187231.11e-053.10e-0442
GO:00074094ColorectumCRCaxonogenesis81/2078418/187233.60e-072.99e-0581
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa048142EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa048143EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
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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
KIF13BSNVMissense_Mutationnovelc.1851N>Tp.Gln617Hisp.Q617HQ9NQT8protein_codingdeleterious(0.03)benign(0.141)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF13BSNVMissense_Mutationnovelc.2320G>Ap.Glu774Lysp.E774KQ9NQT8protein_codingtolerated(0.54)benign(0.062)TCGA-BH-A0B0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
KIF13BSNVMissense_Mutationrs759564273c.3275N>Ap.Arg1092Hisp.R1092HQ9NQT8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1JE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamicinSD
KIF13BSNVMissense_Mutationrs753292093c.2935N>Tp.Arg979Trpp.R979WQ9NQT8protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-E9-A1NG-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
KIF13BSNVMissense_Mutationnovelc.340A>Gp.Met114Valp.M114VQ9NQT8protein_codingdeleterious(0)probably_damaging(0.953)TCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
KIF13BinsertionIn_Frame_Insnovelc.1235_1236insTCTTTCAAAATCTATTTCTGACAGp.Glu412delinsAspLeuSerLysSerIleSerAspArgp.E412delinsDLSKSISDRQ9NQT8protein_codingTCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
KIF13BinsertionNonsense_Mutationnovelc.4135_4136insTACATGGGGTTGTTTCATAACAGTGGp.Ser1379IlefsTer7p.S1379Ifs*7Q9NQT8protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF13BinsertionFrame_Shift_Insnovelc.4133_4134insTGGTGTCCATGCGTCAp.Arg1378SerfsTer64p.R1378Sfs*64Q9NQT8protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF13BinsertionNonsense_Mutationnovelc.4147_4148insAAGGCGGATAACGTCTCATTTATTCAGAAAATGAp.Pro1383GlnfsTer4p.P1383Qfs*4Q9NQT8protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
KIF13BSNVMissense_Mutationrs192432763c.5374N>Ap.Ala1792Thrp.A1792TQ9NQT8protein_codingtolerated(0.3)benign(0.009)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<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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