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: KIF20A

Gene summary for KIF20A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF20A

Gene ID

10112

Gene namekinesin family member 20A
Gene AliasMKLP2
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

O95235


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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
10112KIF20AP2T-EHumanEsophagusESCC9.20e-063.46e-010.1177
10112KIF20AP4T-EHumanEsophagusESCC6.27e-062.54e-010.1323
10112KIF20AP5T-EHumanEsophagusESCC4.44e-082.40e-010.1327
10112KIF20AP9T-EHumanEsophagusESCC5.23e-052.66e-010.1131
10112KIF20AP10T-EHumanEsophagusESCC4.17e-051.68e-010.116
10112KIF20AP15T-EHumanEsophagusESCC3.26e-021.40e-010.1149
10112KIF20AP17T-EHumanEsophagusESCC1.49e-025.85e-010.1278
10112KIF20AP19T-EHumanEsophagusESCC5.57e-055.45e-010.1662
10112KIF20AP20T-EHumanEsophagusESCC2.32e-064.48e-010.1124
10112KIF20AP21T-EHumanEsophagusESCC4.31e-063.06e-010.1617
10112KIF20AP24T-EHumanEsophagusESCC9.56e-082.91e-010.1287
10112KIF20AP26T-EHumanEsophagusESCC3.50e-021.42e-010.1276
10112KIF20AP28T-EHumanEsophagusESCC7.90e-031.28e-010.1149
10112KIF20AP31T-EHumanEsophagusESCC4.31e-062.25e-010.1251
10112KIF20AP32T-EHumanEsophagusESCC1.13e-165.95e-010.1666
10112KIF20AP37T-EHumanEsophagusESCC9.96e-062.04e-010.1371
10112KIF20AP48T-EHumanEsophagusESCC1.78e-031.18e-010.0959
10112KIF20AP52T-EHumanEsophagusESCC9.56e-082.70e-010.1555
10112KIF20AP62T-EHumanEsophagusESCC1.21e-031.91e-010.1302
10112KIF20AP74T-EHumanEsophagusESCC2.03e-139.66e-010.1479
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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
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:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:003250614EsophagusESCCcytokinetic process35/855239/187239.38e-091.90e-0735
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:190241014EsophagusESCCmitotic cytokinetic process22/855223/187234.17e-075.71e-0622
GO:006195214EsophagusESCCmidbody abscission17/855217/187231.63e-061.95e-0517
GO:00324653EsophagusESCCregulation of cytokinesis57/855292/187231.20e-035.88e-0357
GO:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
GO:000028116SkincSCCmitotic cytokinesis47/486471/187231.29e-127.21e-1147
GO:006164016SkincSCCcytoskeleton-dependent cytokinesis57/4864100/187234.65e-112.21e-0957
GO:000091021SkincSCCcytokinesis84/4864173/187231.36e-106.04e-0984
GO:00325067SkincSCCcytokinetic process27/486439/187231.87e-085.53e-0727
GO:19024109SkincSCCmitotic cytokinetic process19/486423/187232.11e-086.08e-0719
GO:00619526SkincSCCmidbody abscission15/486417/187231.27e-072.93e-0615
GO:00324654SkincSCCregulation of cytokinesis37/486492/187231.94e-031.17e-0237
GO:00513026SkincSCCregulation of cell division61/4864177/187237.34e-033.47e-0261
GO:000028117ThyroidATCmitotic cytokinesis50/629371/187232.46e-107.10e-0950
GO:0000910110ThyroidATCcytokinesis93/6293173/187233.59e-086.67e-0793
GO:003250615ThyroidATCcytokinetic process28/629339/187231.22e-061.57e-0528
GO:006164017ThyroidATCcytoskeleton-dependent cytokinesis57/6293100/187231.29e-061.65e-0557
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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
KIF20ASNVMissense_Mutationc.2277G>Cp.Glu759Aspp.E759DO95235protein_codingdeleterious(0.04)benign(0.029)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KIF20ASNVMissense_Mutationnovelc.1082T>Gp.Val361Glyp.V361GO95235protein_codingdeleterious(0)possibly_damaging(0.697)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
KIF20ASNVMissense_Mutationc.1976N>Cp.Arg659Thrp.R659TO95235protein_codingtolerated(0.08)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIF20ASNVMissense_Mutationc.1639N>Ap.Asp547Asnp.D547NO95235protein_codingdeleterious(0.04)benign(0)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIF20AinsertionFrame_Shift_Insnovelc.1056_1057insTCTTCTCCAGAAACAAGTCATCGATGGGCACAp.Glu353SerfsTer18p.E353Sfs*18O95235protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF20AinsertionFrame_Shift_Insnovelc.111_112insGTTAATTTTATAGTATGTGAATTATATCTCAATAAAGCTGTTTp.Asn38ValfsTer15p.N38Vfs*15O95235protein_codingTCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KIF20AinsertionFrame_Shift_Insnovelc.714_715insTTTGCCCATTTGCTCAGAGGTAp.Thr239PhefsTer43p.T239Ffs*43O95235protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
KIF20AdeletionFrame_Shift_Delc.2314delNp.Arg772ValfsTer4p.R772Vfs*4O95235protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIF20ASNVMissense_Mutationc.1606N>Cp.Glu536Glnp.E536QO95235protein_codingtolerated(0.52)benign(0.022)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
KIF20ASNVMissense_Mutationnovelc.1936N>Ap.Glu646Lysp.E646KO95235protein_codingtolerated(0.12)benign(0.091)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<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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