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: CLASP2

Gene summary for CLASP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLASP2

Gene ID

23122

Gene namecytoplasmic linker associated protein 2
Gene AliasCLASP2
Cytomap3p22.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

O75122


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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
23122CLASP2CCI_2HumanCervixCC5.33e-046.80e-010.5249
23122CLASP2CCI_3HumanCervixCC1.79e-138.49e-010.516
23122CLASP2HTA11_3410_2000001011HumanColorectumAD5.80e-09-3.32e-010.0155
23122CLASP2HTA11_3361_2000001011HumanColorectumAD4.94e-06-4.43e-01-0.1207
23122CLASP2HTA11_5212_2000001011HumanColorectumAD1.36e-02-4.70e-01-0.2061
23122CLASP2HTA11_866_3004761011HumanColorectumAD1.77e-04-2.49e-010.096
23122CLASP2F007HumanColorectumFAP5.10e-03-2.64e-010.1176
23122CLASP2A001-C-207HumanColorectumFAP1.01e-02-1.35e-010.1278
23122CLASP2A015-C-203HumanColorectumFAP1.78e-26-2.89e-01-0.1294
23122CLASP2A015-C-204HumanColorectumFAP5.98e-09-3.28e-01-0.0228
23122CLASP2A014-C-040HumanColorectumFAP1.49e-02-1.90e-01-0.1184
23122CLASP2A002-C-201HumanColorectumFAP5.94e-17-3.25e-010.0324
23122CLASP2A002-C-203HumanColorectumFAP7.13e-03-1.04e-010.2786
23122CLASP2A001-C-119HumanColorectumFAP1.01e-05-9.76e-02-0.1557
23122CLASP2A001-C-108HumanColorectumFAP1.85e-17-1.99e-01-0.0272
23122CLASP2A002-C-205HumanColorectumFAP5.98e-27-4.16e-01-0.1236
23122CLASP2A015-C-005HumanColorectumFAP4.19e-02-8.08e-02-0.0336
23122CLASP2A015-C-006HumanColorectumFAP1.63e-16-3.93e-01-0.0994
23122CLASP2A015-C-106HumanColorectumFAP8.85e-09-1.16e-01-0.0511
23122CLASP2A002-C-114HumanColorectumFAP2.34e-19-3.36e-01-0.1561
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
∗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:190303424SkinAKregulation of response to wounding35/1910167/187232.73e-054.77e-0435
GO:005125827SkinAKprotein polymerization53/1910297/187233.74e-056.20e-0453
GO:003223126SkinAKregulation of actin filament bundle assembly25/1910105/187234.19e-056.70e-0425
GO:00070519SkinAKspindle organization37/1910184/187234.21e-056.70e-0437
GO:006104118SkinAKregulation of wound healing29/1910134/187237.03e-051.02e-0329
GO:00443198SkinAKwound healing, spreading of cells12/191034/187237.88e-051.09e-0312
GO:00905058SkinAKepiboly involved in wound healing12/191034/187237.88e-051.09e-0312
GO:005149226SkinAKregulation of stress fiber assembly22/191091/187239.30e-051.25e-0322
GO:00905048SkinAKepiboly12/191035/187231.09e-041.41e-0312
GO:011002026SkinAKregulation of actomyosin structure organization23/1910100/187231.47e-041.76e-0323
GO:003103220SkinAKactomyosin structure organization37/1910196/187231.67e-041.94e-0337
GO:00705079SkinAKregulation of microtubule cytoskeleton organization30/1910148/187231.85e-042.12e-0330
GO:00512717SkinAKnegative regulation of cellular component movement59/1910367/187232.85e-042.99e-0359
GO:00400137SkinAKnegative regulation of locomotion62/1910391/187232.96e-043.08e-0362
GO:003003826SkinAKcontractile actin filament bundle assembly23/1910106/187233.64e-043.59e-0323
GO:004314926SkinAKstress fiber assembly23/1910106/187233.64e-043.59e-0323
GO:00020116SkinAKmorphogenesis of an epithelial sheet15/191057/187234.46e-044.17e-0315
GO:20001467SkinAKnegative regulation of cell motility57/1910359/187234.91e-044.55e-0357
GO:00604857SkinAKmesenchyme development48/1910291/187235.64e-045.06e-0348
GO:00903078SkinAKmitotic spindle assembly16/191065/187236.54e-045.64e-0316
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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
CLASP2SNVMissense_Mutationc.1111N>Ap.Asp371Asnp.D371Nprotein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
CLASP2SNVMissense_Mutationc.293N>Cp.Ile98Thrp.I98Tprotein_codingtolerated(0.23)benign(0.234)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CLASP2SNVMissense_Mutationc.1355T>Cp.Val452Alap.V452Aprotein_codingtolerated(0.06)probably_damaging(0.954)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLASP2SNVMissense_Mutationrs554149266c.1343N>Ap.Arg448Glnp.R448Qprotein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLASP2SNVMissense_Mutationnovelc.3842G>Tp.Gly1281Valp.G1281Vprotein_codingdeleterious(0.03)possibly_damaging(0.531)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
CLASP2SNVMissense_Mutationnovelc.179N>Ap.Gly60Glup.G60Eprotein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CLASP2SNVMissense_Mutationc.2793N>Ap.Met931Ilep.M931Iprotein_codingdeleterious(0.01)benign(0.233)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CLASP2SNVMissense_Mutationc.2897C>Gp.Ser966Cysp.S966Cprotein_codingdeleterious(0.03)possibly_damaging(0.54)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CLASP2SNVMissense_Mutationnovelc.2311N>Gp.Leu771Valp.L771Vprotein_codingtolerated(0.17)possibly_damaging(0.875)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CLASP2insertionNonsense_Mutationnovelc.2873_2874insCTAGGGATGAGGCCTACATGACCATGGTGp.Met958IlefsTer2p.M958Ifs*2protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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