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: KIFAP3

Gene summary for KIFAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIFAP3

Gene ID

22920

Gene namekinesin associated protein 3
Gene AliasFLA3
Cytomap1q24.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q92845


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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
22920KIFAP3LZE4THumanEsophagusESCC2.52e-123.18e-010.0811
22920KIFAP3LZE7THumanEsophagusESCC3.25e-053.12e-010.0667
22920KIFAP3LZE24THumanEsophagusESCC4.28e-101.13e-010.0596
22920KIFAP3P1T-EHumanEsophagusESCC7.68e-043.60e-010.0875
22920KIFAP3P2T-EHumanEsophagusESCC3.28e-326.87e-010.1177
22920KIFAP3P4T-EHumanEsophagusESCC8.39e-214.73e-010.1323
22920KIFAP3P5T-EHumanEsophagusESCC2.14e-102.88e-010.1327
22920KIFAP3P8T-EHumanEsophagusESCC1.02e-122.75e-010.0889
22920KIFAP3P9T-EHumanEsophagusESCC5.61e-082.85e-010.1131
22920KIFAP3P10T-EHumanEsophagusESCC1.07e-204.54e-010.116
22920KIFAP3P11T-EHumanEsophagusESCC4.92e-174.91e-010.1426
22920KIFAP3P12T-EHumanEsophagusESCC7.38e-162.22e-010.1122
22920KIFAP3P15T-EHumanEsophagusESCC5.29e-112.44e-010.1149
22920KIFAP3P16T-EHumanEsophagusESCC2.01e-234.33e-010.1153
22920KIFAP3P17T-EHumanEsophagusESCC7.70e-073.71e-010.1278
22920KIFAP3P19T-EHumanEsophagusESCC1.19e-044.20e-010.1662
22920KIFAP3P20T-EHumanEsophagusESCC3.02e-122.59e-010.1124
22920KIFAP3P21T-EHumanEsophagusESCC3.41e-184.45e-010.1617
22920KIFAP3P22T-EHumanEsophagusESCC5.13e-254.90e-010.1236
22920KIFAP3P23T-EHumanEsophagusESCC7.42e-163.17e-010.108
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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
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:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:005165016EsophagusESCCestablishment of vesicle localization114/8552161/187238.20e-112.53e-09114
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00723846EsophagusESCCorganelle transport along microtubule65/855285/187236.61e-091.35e-0765
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:00474962EsophagusESCCvesicle transport along microtubule36/855247/187231.53e-051.38e-0436
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00995185EsophagusESCCvesicle cytoskeletal trafficking50/855273/187236.75e-055.12e-0450
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:002240919EsophagusESCCpositive regulation of cell-cell adhesion155/8552284/187231.50e-037.06e-03155
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:00723843LiverHCCorganelle transport along microtubule56/795885/187231.13e-051.29e-0456
GO:003070521LiverHCCcytoskeleton-dependent intracellular transport111/7958195/187233.25e-053.28e-04111
GO:0047496LiverHCCvesicle transport along microtubule34/795847/187233.27e-053.29e-0434
GO:00109702LiverHCCtransport along microtubule90/7958155/187236.49e-055.92e-0490
GO:00995182LiverHCCvesicle cytoskeletal trafficking46/795873/187233.23e-042.28e-0346
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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
KIFAP3SNVMissense_Mutationnovelc.1458N>Ap.Met486Ilep.M486IQ92845protein_codingtolerated(0.08)benign(0.027)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIFAP3SNVMissense_Mutationc.553N>Ap.Glu185Lysp.E185KQ92845protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
KIFAP3SNVMissense_Mutationnovelc.1409N>Gp.Met470Argp.M470RQ92845protein_codingtolerated(0.36)benign(0.193)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIFAP3SNVMissense_Mutationc.616N>Gp.Ser206Glyp.S206GQ92845protein_codingdeleterious(0.01)possibly_damaging(0.86)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIFAP3SNVMissense_Mutationc.2152C>Tp.Pro718Serp.P718SQ92845protein_codingtolerated(0.25)benign(0.272)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
KIFAP3SNVMissense_Mutationc.379G>Ap.Asp127Asnp.D127NQ92845protein_codingtolerated(0.27)benign(0.01)TCGA-E9-A1R2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
KIFAP3insertionNonsense_Mutationnovelc.1406_1407insCCATCCCTCTGCATATACATAAACACGCACAAAGGTCTTTp.Lys469AsnfsTer8p.K469Nfs*8Q92845protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIFAP3insertionFrame_Shift_Insnovelc.2261_2262insTGAGTp.Phe755GlufsTer71p.F755Efs*71Q92845protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
KIFAP3insertionFrame_Shift_Insnovelc.2260_2261insGCCTAATTAATGAATGCAGATTGTTTp.Ser754CysfsTer79p.S754Cfs*79Q92845protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
KIFAP3insertionIn_Frame_Insnovelc.1753_1754insCCATTAGTCCCTTAGp.Leu585delinsProIleSerProLeuValp.L585delinsPISPLVQ92845protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
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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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