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: KIF3A

Gene summary for KIF3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF3A

Gene ID

11127

Gene namekinesin family member 3A
Gene AliasFLA10
Cytomap5q31.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

B4DHG8


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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
11127KIF3ALZE4THumanEsophagusESCC2.51e-061.01e-010.0811
11127KIF3ALZE7THumanEsophagusESCC1.62e-041.70e-010.0667
11127KIF3ALZE24THumanEsophagusESCC3.83e-144.23e-010.0596
11127KIF3AP2T-EHumanEsophagusESCC1.11e-325.60e-010.1177
11127KIF3AP4T-EHumanEsophagusESCC4.85e-213.43e-010.1323
11127KIF3AP5T-EHumanEsophagusESCC3.71e-112.09e-010.1327
11127KIF3AP8T-EHumanEsophagusESCC1.36e-131.85e-010.0889
11127KIF3AP9T-EHumanEsophagusESCC4.10e-045.37e-020.1131
11127KIF3AP10T-EHumanEsophagusESCC8.00e-133.04e-010.116
11127KIF3AP11T-EHumanEsophagusESCC1.80e-092.47e-010.1426
11127KIF3AP12T-EHumanEsophagusESCC1.40e-213.80e-010.1122
11127KIF3AP15T-EHumanEsophagusESCC2.38e-122.80e-010.1149
11127KIF3AP16T-EHumanEsophagusESCC1.61e-194.20e-010.1153
11127KIF3AP17T-EHumanEsophagusESCC1.31e-022.53e-010.1278
11127KIF3AP19T-EHumanEsophagusESCC3.21e-063.14e-010.1662
11127KIF3AP20T-EHumanEsophagusESCC1.69e-172.58e-010.1124
11127KIF3AP21T-EHumanEsophagusESCC3.65e-163.12e-010.1617
11127KIF3AP22T-EHumanEsophagusESCC4.48e-254.75e-010.1236
11127KIF3AP23T-EHumanEsophagusESCC1.73e-102.56e-010.108
11127KIF3AP24T-EHumanEsophagusESCC1.27e-061.24e-010.1287
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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
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:000808810EsophagusESCCaxo-dendritic transport58/855275/187232.09e-084.02e-0758
GO:00989304EsophagusESCCaxonal transport49/855264/187234.54e-076.15e-0649
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:00474962EsophagusESCCvesicle transport along microtubule36/855247/187231.53e-051.38e-0436
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00080892EsophagusESCCanterograde axonal transport37/855250/187234.42e-053.51e-0437
GO:00995185EsophagusESCCvesicle cytoskeletal trafficking50/855273/187236.75e-055.12e-0450
GO:0010457EsophagusESCCcentriole-centriole cohesion12/855214/187232.51e-031.08e-0212
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:00080882LiverHCCaxo-dendritic transport52/795875/187232.34e-063.14e-0552
GO:00723843LiverHCCorganelle transport along microtubule56/795885/187231.13e-051.29e-0456
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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
KIF3ASNVMissense_Mutationc.1628G>Tp.Arg543Ilep.R543Iprotein_codingdeleterious(0.01)benign(0.093)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
KIF3ASNVMissense_Mutationc.2055N>Cp.Glu685Aspp.E685Dprotein_codingtolerated(0.31)possibly_damaging(0.899)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KIF3ASNVMissense_Mutationnovelc.392N>Gp.Phe131Cysp.F131Cprotein_codingdeleterious(0)probably_damaging(1)TCGA-W8-A86G-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIF3ASNVMissense_Mutationrs754855003c.1022G>Ap.Arg341Hisp.R341Hprotein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KIF3ASNVMissense_Mutationnovelc.1081C>Tp.Arg361Cysp.R361Cprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KIF3ASNVMissense_Mutationnovelc.1252N>Ap.Asp418Asnp.D418Nprotein_codingtolerated(0.18)benign(0.245)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KIF3ASNVMissense_Mutationc.1352C>Tp.Ala451Valp.A451Vprotein_codingtolerated(0.2)probably_damaging(0.935)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KIF3ASNVMissense_Mutationrs771666064c.1009N>Tp.Arg337Trpp.R337Wprotein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3664-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KIF3ASNVMissense_Mutationc.1786N>Gp.Arg596Glyp.R596Gprotein_codingdeleterious(0.01)benign(0)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
KIF3ASNVMissense_Mutationnovelc.1285N>Ap.Asp429Asnp.D429Nprotein_codingtolerated(0.21)benign(0.135)TCGA-AA-3869-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
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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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