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: KIF11

Gene summary for KIF11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF11

Gene ID

3832

Gene namekinesin family member 11
Gene AliasEG5
Cytomap10q23.33
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

P52732


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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
3832KIF11LZE2THumanEsophagusESCC4.73e-034.64e-010.082
3832KIF11LZE4THumanEsophagusESCC2.37e-021.80e-010.0811
3832KIF11P2T-EHumanEsophagusESCC7.29e-042.06e-010.1177
3832KIF11P4T-EHumanEsophagusESCC8.00e-031.34e-010.1323
3832KIF11P5T-EHumanEsophagusESCC3.93e-021.25e-010.1327
3832KIF11P15T-EHumanEsophagusESCC2.11e-031.38e-010.1149
3832KIF11P17T-EHumanEsophagusESCC1.49e-022.04e-010.1278
3832KIF11P19T-EHumanEsophagusESCC7.48e-032.48e-010.1662
3832KIF11P21T-EHumanEsophagusESCC1.23e-025.71e-020.1617
3832KIF11P28T-EHumanEsophagusESCC1.69e-031.26e-010.1149
3832KIF11P37T-EHumanEsophagusESCC3.53e-031.06e-010.1371
3832KIF11P49T-EHumanEsophagusESCC5.57e-053.73e-010.1768
3832KIF11P62T-EHumanEsophagusESCC1.21e-031.49e-010.1302
3832KIF11P76T-EHumanEsophagusESCC3.51e-031.46e-010.1207
3832KIF11P83T-EHumanEsophagusESCC1.35e-052.03e-010.1738
3832KIF11P89T-EHumanEsophagusESCC6.02e-085.21e-010.1752
3832KIF11P91T-EHumanEsophagusESCC3.13e-076.82e-010.1828
3832KIF11P107T-EHumanEsophagusESCC2.08e-092.98e-010.171
3832KIF11P130T-EHumanEsophagusESCC6.46e-144.68e-010.1676
3832KIF11HCC1_MengHumanLiverHCC6.78e-182.38e-020.0246
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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
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
∗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:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:000705214EsophagusESCCmitotic spindle organization97/8552120/187232.17e-151.33e-1397
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:00512256EsophagusESCCspindle assembly85/8552117/187232.72e-095.98e-0885
GO:009030715EsophagusESCCmitotic spindle assembly52/855265/187231.41e-082.77e-0752
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:0007100EsophagusESCCmitotic centrosome separation12/855214/187232.51e-031.08e-0212
GO:0051299EsophagusESCCcentrosome separation12/855215/187237.31e-032.63e-0212
GO:014001411LiverHCCmitotic nuclear division174/7958287/187233.74e-101.23e-08174
GO:000705111LiverHCCspindle organization116/7958184/187231.40e-083.40e-07116
GO:000705211LiverHCCmitotic spindle organization80/7958120/187237.43e-081.50e-0680
GO:190285011LiverHCCmicrotubule cytoskeleton organization involved in mitosis93/7958147/187232.91e-075.09e-0693
GO:005122511LiverHCCspindle assembly75/7958117/187231.92e-062.67e-0575
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
GO:009030711LiverHCCmitotic spindle assembly42/795865/187232.63e-041.94e-0342
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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
KIF11SNVMissense_Mutationnovelc.2491N>Ap.Glu831Lysp.E831KP52732protein_codingtolerated(0.18)benign(0.053)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
KIF11SNVMissense_Mutationc.1798N>Tp.Val600Phep.V600FP52732protein_codingdeleterious(0.01)possibly_damaging(0.657)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
KIF11SNVMissense_Mutationc.1891G>Ap.Asp631Asnp.D631NP52732protein_codingtolerated(0.12)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIF11SNVMissense_Mutationnovelc.248N>Ap.Arg83Glnp.R83QP52732protein_codingdeleterious(0)possibly_damaging(0.669)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF11SNVMissense_Mutationc.175N>Ap.Asp59Asnp.D59NP52732protein_codingdeleterious(0)possibly_damaging(0.612)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
KIF11SNVMissense_Mutationc.1288G>Cp.Glu430Glnp.E430QP52732protein_codingdeleterious(0.01)possibly_damaging(0.729)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
KIF11SNVMissense_Mutationnovelc.1997N>Gp.Asp666Glyp.D666GP52732protein_codingtolerated(0.14)benign(0.003)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
KIF11insertionFrame_Shift_Insnovelc.2397_2398insCGTTTp.His800ArgfsTer25p.H800Rfs*25P52732protein_codingTCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIF11insertionNonsense_Mutationnovelc.2399_2400insTGAGCAAAGATGATCp.His800_Ser801insGluGlnArgTerSerp.H800_S801insEQR*SP52732protein_codingTCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIF11SNVMissense_Mutationrs201047452c.1996N>Ap.Asp666Asnp.D666NP52732protein_codingtolerated(0.26)benign(0.006)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
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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
3832KIF11DRUGGABLE GENOMEARQ-621
3832KIF11DRUGGABLE GENOMEIspinesibISPINESIB
3832KIF11DRUGGABLE GENOME4SC-205
3832KIF11DRUGGABLE GENOME4SC-205
3832KIF11DRUGGABLE GENOMEARRY-520FILANESIB
3832KIF11DRUGGABLE GENOMEinhibitor223366041AZD-4877
3832KIF11DRUGGABLE GENOMESB-743921SB-743921
3832KIF11DRUGGABLE GENOMES-TRITYL-L-CYSTEINES-TRITYL-L-CYSTEINE22749640
3832KIF11DRUGGABLE GENOMENSC-123138CHEMBL40910221344920
3832KIF11DRUGGABLE GENOMEARQ 621
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