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: KIF13A

Gene summary for KIF13A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF13A

Gene ID

63971

Gene namekinesin family member 13A
Gene AliasRBKIN
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

Q9H1H9


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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
63971KIF13ACA_HPV_3HumanCervixCC2.92e-051.59e-010.0414
63971KIF13ACCI_1HumanCervixCC6.31e-181.50e+000.528
63971KIF13ACCI_2HumanCervixCC5.84e-079.87e-010.5249
63971KIF13ACCI_3HumanCervixCC1.06e-088.33e-010.516
63971KIF13Asample3HumanCervixCC9.09e-031.23e-010.1387
63971KIF13AHTA11_3410_2000001011HumanColorectumAD1.33e-08-3.20e-010.0155
63971KIF13AHTA11_1938_2000001011HumanColorectumAD8.55e-034.77e-01-0.0811
63971KIF13AHTA11_347_2000001011HumanColorectumAD2.66e-148.27e-01-0.1954
63971KIF13AHTA11_411_2000001011HumanColorectumSER2.39e-026.16e-01-0.2602
63971KIF13AHTA11_1391_2000001011HumanColorectumAD3.79e-046.58e-01-0.059
63971KIF13AHTA11_99999970781_79442HumanColorectumMSS1.18e-09-4.01e-010.294
63971KIF13AHTA11_99999965104_69814HumanColorectumMSS1.58e-034.72e-010.281
63971KIF13AHTA11_99999974143_84620HumanColorectumMSS1.34e-43-7.55e-010.3005
63971KIF13AF007HumanColorectumFAP4.02e-03-3.47e-010.1176
63971KIF13AA002-C-010HumanColorectumFAP3.07e-051.43e-010.242
63971KIF13AA015-C-203HumanColorectumFAP4.99e-40-6.55e-01-0.1294
63971KIF13AA015-C-204HumanColorectumFAP5.49e-05-4.33e-01-0.0228
63971KIF13AA014-C-040HumanColorectumFAP2.65e-02-2.40e-01-0.1184
63971KIF13AA002-C-201HumanColorectumFAP1.15e-08-3.39e-010.0324
63971KIF13AA001-C-119HumanColorectumFAP2.91e-06-4.48e-01-0.1557
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:19907788CervixCCprotein localization to cell periphery78/2311333/187231.22e-089.73e-0778
GO:00516567CervixCCestablishment of organelle localization76/2311390/187233.17e-055.21e-0476
GO:00988767CervixCCvesicle-mediated transport to the plasma membrane34/2311136/187233.75e-055.91e-0434
GO:00068927CervixCCpost-Golgi vesicle-mediated transport28/2311104/187234.31e-056.61e-0428
GO:00901509CervixCCestablishment of protein localization to membrane54/2311260/187237.67e-051.05e-0354
GO:00513021CervixCCregulation of cell division39/2311177/187232.05e-042.33e-0339
GO:00481938CervixCCGolgi vesicle transport58/2311296/187232.24e-042.54e-0358
GO:00009107CervixCCcytokinesis37/2311173/187235.40e-045.23e-0337
GO:00070347CervixCCvacuolar transport34/2311157/187237.03e-046.40e-0334
GO:00307057CervixCCcytoskeleton-dependent intracellular transport40/2311195/187237.92e-046.99e-0340
GO:0032465CervixCCregulation of cytokinesis22/231192/187231.55e-031.20e-0222
GO:00068936CervixCCGolgi to plasma membrane transport16/231160/187232.00e-031.46e-0216
GO:00619516CervixCCestablishment of protein localization to plasma membrane16/231160/187232.00e-031.46e-0216
GO:00430016CervixCCGolgi to plasma membrane protein transport12/231140/187232.44e-031.71e-0212
GO:00160506CervixCCvesicle organization54/2311300/187232.71e-031.85e-0254
GO:00070416CervixCClysosomal transport24/2311114/187235.81e-033.33e-0224
GO:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04814LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
hsa048141LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
hsa048145Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
hsa0481412Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
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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
KIF13ASNVMissense_Mutationnovelc.4210N>Cp.Asp1404Hisp.D1404HQ9H1H9protein_codingtolerated(0.06)possibly_damaging(0.45)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
KIF13ASNVMissense_Mutationnovelc.2327N>Ap.Arg776Glnp.R776QQ9H1H9protein_codingtolerated(0.06)benign(0.385)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
KIF13ASNVMissense_Mutationc.1257G>Cp.Glu419Aspp.E419DQ9H1H9protein_codingdeleterious(0.04)benign(0.014)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIF13ASNVMissense_Mutationrs76740306c.653N>Cp.Ser218Thrp.S218TQ9H1H9protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
KIF13ASNVMissense_Mutationc.2915A>Gp.His972Argp.H972RQ9H1H9protein_codingtolerated(0.07)benign(0)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIF13ASNVMissense_Mutationnovelc.4270N>Cp.Asp1424Hisp.D1424HQ9H1H9protein_codingdeleterious(0.03)possibly_damaging(0.593)TCGA-A7-A4SA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
KIF13ASNVMissense_Mutationc.1252G>Ap.Glu418Lysp.E418KQ9H1H9protein_codingdeleterious(0)possibly_damaging(0.574)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIF13ASNVMissense_Mutationrs76740306c.653G>Cp.Ser218Thrp.S218TQ9H1H9protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
KIF13ASNVMissense_Mutationc.478N>Gp.Leu160Valp.L160VQ9H1H9protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KIF13ASNVMissense_Mutationnovelc.4094C>Tp.Ala1365Valp.A1365VQ9H1H9protein_codingdeleterious(0.02)possibly_damaging(0.601)TCGA-B6-A0RM-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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