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: KIF26B

Gene summary for KIF26B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF26B

Gene ID

55083

Gene namekinesin family member 26B
Gene AliasKIF26B
Cytomap1q44
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

Q2KJY2


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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
55083KIF26BHTA11_347_2000001011HumanColorectumAD2.00e-041.66e-01-0.1954
55083KIF26BHTA11_866_3004761011HumanColorectumAD4.21e-145.98e-010.096
55083KIF26BHTA11_6818_2000001011HumanColorectumAD2.00e-054.28e-010.0112
55083KIF26BHTA11_6818_2000001021HumanColorectumAD7.50e-188.63e-010.0588
55083KIF26BHTA11_99999970781_79442HumanColorectumMSS4.59e-041.98e-010.294
55083KIF26BHTA11_99999971662_82457HumanColorectumMSS1.15e-072.97e-010.3859
55083KIF26BHTA11_99999974143_84620HumanColorectumMSS2.17e-062.26e-010.3005
55083KIF26BA001-C-007HumanColorectumCRC5.42e-096.37e-010.1899
55083KIF26BAEH-subject1HumanEndometriumAEH7.61e-133.96e-01-0.3059
55083KIF26BAEH-subject2HumanEndometriumAEH1.49e-083.68e-01-0.2525
55083KIF26BAEH-subject4HumanEndometriumAEH7.13e-094.20e-01-0.2657
55083KIF26BEEC-subject1HumanEndometriumEEC7.32e-165.46e-01-0.2682
55083KIF26BEEC-subject2HumanEndometriumEEC4.31e-104.07e-01-0.2607
55083KIF26BEEC-subject3HumanEndometriumEEC3.77e-145.37e-01-0.2525
55083KIF26BEEC-subject4HumanEndometriumEEC2.44e-052.74e-01-0.2571
55083KIF26BGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.23e-038.97e-02-0.1869
55083KIF26BGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.77e-029.42e-02-0.1875
55083KIF26BGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.84e-047.33e-02-0.1883
55083KIF26BHCC2_MengHumanLiverHCC3.57e-037.12e-020.0107
55083KIF26BS014HumanLiverHCC2.32e-341.11e+000.2254
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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
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
∗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:0007163ColorectumADestablishment or maintenance of cell polarity77/3918218/187235.72e-072.08e-0577
GO:0030010ColorectumADestablishment of cell polarity50/3918143/187236.90e-051.11e-0350
GO:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:0060562ColorectumADepithelial tube morphogenesis93/3918325/187235.65e-046.00e-0393
GO:0072073ColorectumADkidney epithelium development42/3918136/187234.02e-032.80e-0242
GO:0060560ColorectumADdevelopmental growth involved in morphogenesis66/3918234/187234.75e-033.22e-0266
GO:00071632ColorectumMSSestablishment or maintenance of cell polarity72/3467218/187231.90e-078.30e-0672
GO:00300102ColorectumMSSestablishment of cell polarity47/3467143/187232.74e-055.58e-0447
GO:00605621ColorectumMSSepithelial tube morphogenesis88/3467325/187238.45e-051.37e-0388
GO:00457852ColorectumMSSpositive regulation of cell adhesion110/3467437/187232.94e-043.87e-03110
GO:00605601ColorectumMSSdevelopmental growth involved in morphogenesis61/3467234/187232.56e-032.03e-0261
GO:00720731ColorectumMSSkidney epithelium development38/3467136/187234.53e-033.19e-0238
GO:0001655ColorectumMSSurogenital system development81/3467338/187236.88e-034.43e-0281
GO:00071634ColorectumCRCestablishment or maintenance of cell polarity57/2078218/187233.96e-101.58e-0757
GO:00300104ColorectumCRCestablishment of cell polarity40/2078143/187232.09e-083.23e-0640
GO:00605603ColorectumCRCdevelopmental growth involved in morphogenesis53/2078234/187232.88e-072.54e-0553
GO:00457855ColorectumCRCpositive regulation of cell adhesion81/2078437/187232.28e-061.10e-0481
GO:00720733ColorectumCRCkidney epithelium development34/2078136/187233.87e-061.63e-0434
GO:00016552ColorectumCRCurogenital system development62/2078338/187234.67e-051.10e-0362
GO:00720011ColorectumCRCrenal system development56/2078302/187237.85e-051.63e-0356
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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
KIF26BSNVMissense_Mutationnovelc.4771N>Gp.Arg1591Glyp.R1591GQ2KJY2protein_codingdeleterious(0.02)benign(0.313)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
KIF26BSNVMissense_Mutationc.3383N>Ap.Pro1128Glnp.P1128QQ2KJY2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF26BSNVMissense_Mutationrs369084969c.706N>Ap.Val236Metp.V236MQ2KJY2protein_codingtolerated(0.6)benign(0.001)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF26BSNVMissense_Mutationrs199933797c.6071G>Ap.Arg2024Hisp.R2024HQ2KJY2protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
KIF26BSNVMissense_Mutationnovelc.6133A>Tp.Thr2045Serp.T2045SQ2KJY2protein_codingdeleterious(0)probably_damaging(0.991)TCGA-A8-A08P-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
KIF26BSNVMissense_Mutationc.1455N>Gp.Asp485Glup.D485EQ2KJY2protein_codingtolerated(0.19)benign(0.444)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
KIF26BSNVMissense_Mutationc.935N>Gp.His312Argp.H312RQ2KJY2protein_codingdeleterious(0.01)possibly_damaging(0.626)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF26BSNVMissense_Mutationnovelc.543N>Gp.Asp181Glup.D181EQ2KJY2protein_codingtolerated(1)benign(0.094)TCGA-AC-A2BK-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
KIF26BSNVMissense_Mutationnovelc.3930N>Ap.Met1310Ilep.M1310IQ2KJY2protein_codingdeleterious(0.04)benign(0.01)TCGA-AC-A3HN-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF26BSNVMissense_Mutationnovelc.1758G>Tp.Lys586Asnp.K586NQ2KJY2protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A046-01Breastbreast 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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