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:00070206SkincSCCmicrotubule nucleation20/486435/187239.08e-058.48e-0420
GO:009050421SkincSCCepiboly20/486435/187239.08e-058.48e-0420
GO:00310234SkincSCCmicrotubule organizing center organization58/4864143/187239.47e-058.83e-0458
GO:000716024SkincSCCcell-matrix adhesion85/4864233/187232.43e-041.98e-0385
GO:00400012SkincSCCestablishment of mitotic spindle localization19/486435/187233.37e-042.67e-0319
GO:005101729SkincSCCactin filament bundle assembly60/4864157/187234.86e-043.66e-0360
GO:00516534SkincSCCspindle localization26/486456/187237.59e-045.27e-0326
GO:004678513SkincSCCmicrotubule polymerization35/486483/187239.52e-046.47e-0335
GO:006157229SkincSCCactin filament bundle organization60/4864161/187231.02e-036.86e-0360
GO:000201114SkincSCCmorphogenesis of an epithelial sheet26/486457/187231.05e-037.06e-0326
GO:00512931SkincSCCestablishment of spindle localization23/486451/187232.41e-031.38e-0223
GO:003288612SkincSCCregulation of microtubule-based process82/4864240/187232.82e-031.58e-0282
GO:190290425SkincSCCnegative regulation of supramolecular fiber organization59/4864167/187234.56e-032.33e-0259
GO:001063125SkincSCCepithelial cell migration115/4864357/187234.64e-032.37e-02115
GO:003110911SkincSCCmicrotubule polymerization or depolymerization45/4864122/187235.05e-032.56e-0245
GO:004362411SkincSCCcellular protein complex disassembly49/4864136/187236.00e-032.95e-0249
GO:009013225SkincSCCepithelium migration115/4864360/187236.20e-033.04e-02115
GO:004599521SkincSCCregulation of embryonic development26/486464/187237.34e-033.47e-0226
GO:000716224SkincSCCnegative regulation of cell adhesion98/4864303/187237.45e-033.50e-0298
GO:0032231111SkincSCCregulation of actin filament bundle assembly39/4864105/187237.56e-033.53e-0239
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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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