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: KIF20B

Gene summary for KIF20B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF20B

Gene ID

9585

Gene namekinesin family member 20B
Gene AliasCT90
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q96Q89


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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
9585KIF20BLZE2THumanEsophagusESCC4.17e-049.77e-010.082
9585KIF20BLZE4THumanEsophagusESCC2.08e-022.19e-010.0811
9585KIF20BLZE22THumanEsophagusESCC4.65e-033.92e-010.068
9585KIF20BLZE24THumanEsophagusESCC3.73e-032.23e-010.0596
9585KIF20BP2T-EHumanEsophagusESCC1.02e-247.92e-010.1177
9585KIF20BP4T-EHumanEsophagusESCC1.57e-115.96e-010.1323
9585KIF20BP5T-EHumanEsophagusESCC5.68e-144.72e-010.1327
9585KIF20BP8T-EHumanEsophagusESCC5.95e-082.92e-010.0889
9585KIF20BP10T-EHumanEsophagusESCC1.37e-072.65e-010.116
9585KIF20BP12T-EHumanEsophagusESCC2.45e-092.48e-010.1122
9585KIF20BP15T-EHumanEsophagusESCC1.27e-022.18e-010.1149
9585KIF20BP16T-EHumanEsophagusESCC6.89e-093.06e-010.1153
9585KIF20BP19T-EHumanEsophagusESCC4.25e-022.91e-010.1662
9585KIF20BP20T-EHumanEsophagusESCC2.65e-053.40e-010.1124
9585KIF20BP21T-EHumanEsophagusESCC5.45e-144.89e-010.1617
9585KIF20BP22T-EHumanEsophagusESCC1.81e-021.30e-010.1236
9585KIF20BP23T-EHumanEsophagusESCC4.61e-032.26e-010.108
9585KIF20BP24T-EHumanEsophagusESCC4.40e-042.65e-010.1287
9585KIF20BP26T-EHumanEsophagusESCC2.17e-114.18e-010.1276
9585KIF20BP27T-EHumanEsophagusESCC4.31e-072.95e-010.1055
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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
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
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:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:003250614EsophagusESCCcytokinetic process35/855239/187239.38e-091.90e-0735
GO:000184115EsophagusESCCneural tube formation75/8552102/187239.68e-091.95e-0775
GO:000184314EsophagusESCCneural tube closure66/855288/187231.98e-083.82e-0766
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:001402014EsophagusESCCprimary neural tube formation69/855294/187234.22e-087.76e-0769
GO:006060614EsophagusESCCtube closure66/855289/187234.24e-087.76e-0766
GO:00070883EsophagusESCCregulation of mitotic nuclear division78/8552110/187236.96e-081.21e-0678
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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
KIF20BSNVMissense_Mutationc.2560N>Tp.Ser854Cysp.S854CQ96Q89protein_codingtolerated(0.12)possibly_damaging(0.887)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIF20BSNVMissense_Mutationc.5099T>Ap.Ile1700Lysp.I1700KQ96Q89protein_codingtolerated(0.05)benign(0.01)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIF20BSNVMissense_Mutationc.3128N>Ap.Arg1043Glnp.R1043QQ96Q89protein_codingtolerated(0.61)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF20BSNVMissense_Mutationnovelc.3230N>Cp.Gln1077Prop.Q1077PQ96Q89protein_codingdeleterious(0.01)benign(0.278)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF20BSNVMissense_Mutationnovelc.2411C>Gp.Ser804Cysp.S804CQ96Q89protein_codingdeleterious(0.02)benign(0.439)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIF20BSNVMissense_Mutationnovelc.825N>Gp.Phe275Leup.F275LQ96Q89protein_codingdeleterious(0)probably_damaging(0.987)TCGA-E9-A3X8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphaneCR
KIF20BSNVMissense_Mutationnovelc.1783N>Ap.Leu595Ilep.L595IQ96Q89protein_codingdeleterious(0.01)probably_damaging(0.913)TCGA-Z7-A8R5-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
KIF20BinsertionNonsense_Mutationnovelc.1385_1386insATTTTAGGp.Tyr463PhefsTer2p.Y463Ffs*2Q96Q89protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIF20BinsertionNonsense_Mutationnovelc.1387_1388insGAGTAAATATAAATCAGCCTTCp.Tyr463Terp.Y463*Q96Q89protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIF20BinsertionNonsense_Mutationnovelc.4957_4958insGAGGAGGCTGAGATp.Ala1653GlyfsTer4p.A1653Gfs*4Q96Q89protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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