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: KIF1B

Gene summary for KIF1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF1B

Gene ID

23095

Gene namekinesin family member 1B
Gene AliasCMT2
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O60333


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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
23095KIF1BCCI_1HumanCervixCC1.04e-108.43e-010.528
23095KIF1BCCI_2HumanCervixCC1.63e-101.18e+000.5249
23095KIF1BCCI_3HumanCervixCC3.54e-089.00e-010.516
23095KIF1BHTA11_3410_2000001011HumanColorectumAD4.26e-08-4.48e-010.0155
23095KIF1BHTA11_347_2000001011HumanColorectumAD2.93e-023.36e-01-0.1954
23095KIF1BHTA11_83_2000001011HumanColorectumSER4.08e-024.65e-01-0.1526
23095KIF1BHTA11_99999973899_84307HumanColorectumMSS3.36e-03-5.43e-010.2585
23095KIF1BHTA11_99999974143_84620HumanColorectumMSS1.16e-12-4.90e-010.3005
23095KIF1BA002-C-010HumanColorectumFAP4.00e-02-2.08e-010.242
23095KIF1BA015-C-203HumanColorectumFAP1.20e-30-4.15e-01-0.1294
23095KIF1BA015-C-204HumanColorectumFAP6.74e-03-1.17e-01-0.0228
23095KIF1BA014-C-040HumanColorectumFAP3.59e-03-3.39e-01-0.1184
23095KIF1BA002-C-201HumanColorectumFAP5.89e-12-3.13e-010.0324
23095KIF1BA002-C-203HumanColorectumFAP1.77e-04-1.89e-010.2786
23095KIF1BA001-C-119HumanColorectumFAP4.74e-03-2.09e-01-0.1557
23095KIF1BA001-C-108HumanColorectumFAP2.19e-17-3.06e-01-0.0272
23095KIF1BA002-C-205HumanColorectumFAP2.39e-20-3.81e-01-0.1236
23095KIF1BA001-C-104HumanColorectumFAP6.58e-07-2.86e-010.0184
23095KIF1BA015-C-005HumanColorectumFAP5.37e-04-3.46e-01-0.0336
23095KIF1BA015-C-006HumanColorectumFAP1.18e-15-4.42e-01-0.0994
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:00307057CervixCCcytoskeleton-dependent intracellular transport40/2311195/187237.92e-046.99e-0340
GO:00080886CervixCCaxo-dendritic transport17/231175/187238.87e-034.53e-0217
GO:0030705ColorectumADcytoskeleton-dependent intracellular transport60/3918195/187237.56e-047.59e-0360
GO:00307051ColorectumSERcytoskeleton-dependent intracellular transport44/2897195/187235.53e-034.09e-0244
GO:00307052ColorectumMSScytoskeleton-dependent intracellular transport52/3467195/187233.07e-032.34e-0252
GO:00307053ColorectumFAPcytoskeleton-dependent intracellular transport47/2622195/187231.06e-041.76e-0347
GO:0008088ColorectumFAPaxo-dendritic transport19/262275/187236.44e-034.01e-0219
GO:00307054ColorectumCRCcytoskeleton-dependent intracellular transport45/2078195/187231.29e-067.21e-0545
GO:0010970ColorectumCRCtransport along microtubule30/2078155/187231.67e-031.73e-0230
GO:00080881ColorectumCRCaxo-dendritic transport17/207875/187233.04e-032.71e-0217
GO:00307058EndometriumAEHcytoskeleton-dependent intracellular transport38/2100195/187234.72e-044.91e-0338
GO:00080887EndometriumAEHaxo-dendritic transport16/210075/187238.13e-034.49e-0216
GO:003070514EndometriumEECcytoskeleton-dependent intracellular transport39/2168195/187234.40e-044.58e-0339
GO:000808813EndometriumEECaxo-dendritic transport17/216875/187234.71e-032.99e-0217
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:000808810EsophagusESCCaxo-dendritic transport58/855275/187232.09e-084.02e-0758
GO:00989304EsophagusESCCaxonal transport49/855264/187234.54e-076.15e-0649
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00080892EsophagusESCCanterograde axonal transport37/855250/187234.42e-053.51e-0437
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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
hsa04814LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
hsa048141LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
hsa048145Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
hsa0481412Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
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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
KIF1BSNVMissense_Mutationnovelc.206C>Tp.Ser69Phep.S69FO60333protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
KIF1BSNVMissense_Mutationnovelc.3659N>Tp.Glu1220Valp.E1220VO60333protein_codingdeleterious(0)benign(0.095)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
KIF1BSNVMissense_Mutationrs764473301c.3820N>Tp.Arg1274Trpp.R1274WO60333protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KIF1BSNVMissense_Mutationc.1711N>Gp.Gln571Glup.Q571EO60333protein_codingtolerated(0.37)benign(0.001)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF1BSNVMissense_Mutationc.4548G>Cp.Glu1516Aspp.E1516DO60333protein_codingtolerated(0.32)probably_damaging(0.969)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIF1BSNVMissense_Mutationnovelc.1055C>Tp.Ala352Valp.A352VO60333protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF1BSNVMissense_Mutationc.2623A>Gp.Thr875Alap.T875AO60333protein_codingtolerated(0.19)probably_damaging(0.953)TCGA-AO-A1KP-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
KIF1BSNVMissense_Mutationrs764473301c.3820C>Tp.Arg1274Trpp.R1274WO60333protein_codingdeleterious(0)probably_damaging(0.992)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
KIF1BSNVMissense_Mutationc.3934N>Cp.Glu1312Glnp.E1312QO60333protein_codingdeleterious(0.05)probably_damaging(0.969)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
KIF1BSNVMissense_Mutationc.3911C>Gp.Ser1304Cysp.S1304CO60333protein_codingdeleterious(0.01)possibly_damaging(0.694)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=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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