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: KIF21A

Gene summary for KIF21A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF21A

Gene ID

55605

Gene namekinesin family member 21A
Gene AliasCFEOM1
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

Q7Z4S6


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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
55605KIF21ALZE2THumanEsophagusESCC1.56e-049.14e-010.082
55605KIF21ALZE4THumanEsophagusESCC1.07e-063.55e-010.0811
55605KIF21ALZE7THumanEsophagusESCC9.55e-032.65e-010.0667
55605KIF21ALZE20THumanEsophagusESCC1.21e-031.86e-010.0662
55605KIF21ALZE22THumanEsophagusESCC1.59e-022.50e-010.068
55605KIF21ALZE24THumanEsophagusESCC2.30e-094.48e-010.0596
55605KIF21AP1T-EHumanEsophagusESCC8.99e-134.40e-010.0875
55605KIF21AP2T-EHumanEsophagusESCC6.18e-296.23e-010.1177
55605KIF21AP4T-EHumanEsophagusESCC3.37e-125.29e-010.1323
55605KIF21AP5T-EHumanEsophagusESCC2.48e-205.05e-010.1327
55605KIF21AP8T-EHumanEsophagusESCC2.73e-122.85e-010.0889
55605KIF21AP9T-EHumanEsophagusESCC4.15e-175.41e-010.1131
55605KIF21AP10T-EHumanEsophagusESCC2.45e-347.25e-010.116
55605KIF21AP11T-EHumanEsophagusESCC1.10e-054.64e-010.1426
55605KIF21AP12T-EHumanEsophagusESCC2.00e-891.82e+000.1122
55605KIF21AP15T-EHumanEsophagusESCC7.49e-216.55e-010.1149
55605KIF21AP16T-EHumanEsophagusESCC8.90e-081.50e-010.1153
55605KIF21AP20T-EHumanEsophagusESCC7.20e-286.95e-010.1124
55605KIF21AP21T-EHumanEsophagusESCC1.06e-092.09e-010.1617
55605KIF21AP22T-EHumanEsophagusESCC2.48e-152.82e-010.1236
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
KIF21ASNVMissense_Mutationc.3662T>Cp.Ile1221Thrp.I1221TQ7Z4S6protein_codingtolerated(0.39)benign(0)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIF21ASNVMissense_Mutationc.3893N>Tp.Ser1298Leup.S1298LQ7Z4S6protein_codingtolerated(0.27)benign(0.06)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIF21ASNVMissense_Mutationrs139695269c.3836G>Ap.Arg1279Glnp.R1279QQ7Z4S6protein_codingtolerated(0.12)possibly_damaging(0.765)TCGA-B6-A1KI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIF21ASNVMissense_Mutationc.1181N>Tp.Thr394Ilep.T394IQ7Z4S6protein_codingdeleterious(0.01)benign(0.287)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIF21ASNVMissense_Mutationnovelc.1969N>Gp.Lys657Glup.K657EQ7Z4S6protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF21ASNVMissense_Mutationnovelc.2176C>Ap.Gln726Lysp.Q726KQ7Z4S6protein_codingtolerated(0.95)benign(0)TCGA-BH-A1F5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIF21ASNVMissense_Mutationnovelc.2176C>Ap.Gln726Lysp.Q726KQ7Z4S6protein_codingtolerated(0.95)benign(0)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
KIF21ASNVMissense_Mutationnovelc.3802N>Cp.Ala1268Prop.A1268PQ7Z4S6protein_codingtolerated(0.14)benign(0.003)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
KIF21AinsertionFrame_Shift_Insnovelc.1804-1_1804insAp.Glu602ArgfsTer8p.E602Rfs*8Q7Z4S6protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KIF21AinsertionFrame_Shift_Insnovelc.387_388insAp.His130ThrfsTer5p.H130Tfs*5Q7Z4S6protein_codingTCGA-B6-A0RL-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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