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: KIF3B

Gene summary for KIF3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF3B

Gene ID

9371

Gene namekinesin family member 3B
Gene AliasFLA8
Cytomap20q11.21
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

O15066


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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
9371KIF3BHTA11_3410_2000001011HumanColorectumAD2.38e-021.68e-010.0155
9371KIF3BHTA11_1938_2000001011HumanColorectumAD7.23e-055.03e-01-0.0811
9371KIF3BHTA11_347_2000001011HumanColorectumAD6.04e-155.90e-01-0.1954
9371KIF3BHTA11_696_2000001011HumanColorectumAD6.16e-094.02e-01-0.1464
9371KIF3BHTA11_866_2000001011HumanColorectumAD1.36e-073.03e-01-0.1001
9371KIF3BHTA11_1391_2000001011HumanColorectumAD2.54e-076.20e-01-0.059
9371KIF3BHTA11_546_2000001011HumanColorectumAD1.66e-024.04e-01-0.0842
9371KIF3BHTA11_7663_2000001011HumanColorectumSER4.54e-036.01e-010.0131
9371KIF3BHTA11_7696_3000711011HumanColorectumAD3.86e-113.92e-010.0674
9371KIF3BHTA11_99999965104_69814HumanColorectumMSS4.89e-023.72e-010.281
9371KIF3BHTA11_99999971662_82457HumanColorectumMSS1.04e-401.12e+000.3859
9371KIF3BHTA11_99999973899_84307HumanColorectumMSS4.26e-066.91e-010.2585
9371KIF3BHTA11_99999974143_84620HumanColorectumMSS1.25e-032.59e-010.3005
9371KIF3BA002-C-205HumanColorectumFAP8.21e-031.15e-01-0.1236
9371KIF3BA015-C-104HumanColorectumFAP1.66e-026.78e-03-0.1899
9371KIF3BA002-C-116HumanColorectumFAP1.00e-024.09e-03-0.0452
9371KIF3BCRC-3-11773HumanColorectumCRC4.91e-084.84e-010.2564
9371KIF3BLZE4THumanEsophagusESCC2.50e-082.01e-010.0811
9371KIF3BLZE20THumanEsophagusESCC3.97e-025.39e-020.0662
9371KIF3BLZE24THumanEsophagusESCC1.33e-217.32e-010.0596
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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
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
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
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
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:00009109ProstateBPHcytokinesis55/3107173/187235.81e-071.15e-0555
GO:00516508ProstateBPHestablishment of vesicle localization49/3107161/187239.12e-061.28e-0449
GO:00109705ProstateBPHtransport along microtubule47/3107155/187231.53e-051.95e-0447
GO:00457878ProstateBPHpositive regulation of cell cycle81/3107313/187231.76e-052.18e-0481
GO:00516488ProstateBPHvesicle localization51/3107177/187233.20e-053.61e-0451
GO:00315033ProstateBPHprotein-containing complex localization59/3107220/187238.01e-057.66e-0459
GO:19028505ProstateBPHmicrotubule cytoskeleton organization involved in mitosis43/3107147/187238.78e-058.27e-0443
GO:00070525ProstateBPHmitotic spindle organization36/3107120/187231.83e-041.54e-0336
GO:00080888ProstateBPHaxo-dendritic transport25/310775/187232.94e-042.28e-0325
GO:00903075ProstateBPHmitotic spindle assembly22/310765/187235.23e-043.68e-0322
GO:00070516ProstateBPHspindle organization48/3107184/187236.91e-044.60e-0348
GO:00991112ProstateBPHmicrotubule-based transport49/3107190/187238.05e-045.27e-0349
GO:00723844ProstateBPHorganelle transport along microtubule26/310785/187239.92e-046.24e-0326
GO:00900687ProstateBPHpositive regulation of cell cycle process58/3107236/187231.03e-036.46e-0358
GO:00995183ProstateBPHvesicle cytoskeletal trafficking23/310773/187231.22e-037.41e-0323
GO:01400144ProstateBPHmitotic nuclear division67/3107287/187231.87e-031.07e-0267
GO:00989302ProstateBPHaxonal transport20/310764/187232.75e-031.46e-0220
GO:00512254ProstateBPHspindle assembly31/3107117/187234.39e-032.16e-0231
GO:00324651ProstateBPHregulation of cytokinesis25/310792/187237.02e-033.14e-0225
GO:00513023ProstateBPHregulation of cell division42/3107177/187238.93e-033.82e-0242
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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
KIF3BSNVMissense_Mutationc.1484N>Tp.Lys495Ilep.K495IO15066protein_codingdeleterious(0)possibly_damaging(0.514)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIF3BSNVMissense_Mutationc.1579T>Cp.Tyr527Hisp.Y527HO15066protein_codingtolerated(0.07)probably_damaging(0.947)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KIF3BSNVMissense_Mutationnovelc.122N>Gp.Val41Glyp.V41GO15066protein_codingdeleterious(0)probably_damaging(0.99)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
KIF3BSNVMissense_Mutationnovelc.1367A>Gp.Glu456Glyp.E456GO15066protein_codingdeleterious(0)possibly_damaging(0.71)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIF3BinsertionNonsense_Mutationnovelc.2191_2192insATCATTp.Gly731delinsAspHisTerp.G731delinsDH*O15066protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
KIF3BinsertionIn_Frame_Insnovelc.2192_2193insGAAACTACATCCTATp.Gly731_Thr732insLysLeuHisProIlep.G731_T732insKLHPIO15066protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
KIF3BSNVMissense_Mutationnovelc.952N>Ap.Gly318Argp.G318RO15066protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KIF3BSNVMissense_Mutationc.646N>Gp.His216Aspp.H216DO15066protein_codingdeleterious(0)probably_damaging(1)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
KIF3BSNVMissense_Mutationnovelc.1231N>Tp.Asp411Tyrp.D411YO15066protein_codingdeleterious(0.01)benign(0.396)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
KIF3BSNVMissense_Mutationnovelc.2186N>Tp.Ser729Phep.S729FO15066protein_codingdeleterious(0.04)benign(0.133)TCGA-C5-A2LY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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