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: CLEC3A

Gene summary for CLEC3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLEC3A

Gene ID

10143

Gene nameC-type lectin domain family 3 member A
Gene AliasCLECSF1
Cytomap16q23.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

J3KNC9


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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
10143CLEC3AGSM4909299HumanBreastIDC1.57e-031.55e-010.035
10143CLEC3AGSM4909307HumanBreastIDC8.38e-651.30e+000.1569
10143CLEC3AGSM4909308HumanBreastIDC1.10e-1001.57e+000.158
10143CLEC3AGSM4909311HumanBreastIDC1.08e-156.18e-010.1534
10143CLEC3AGSM4909313HumanBreastIDC2.30e-042.84e-010.0391
10143CLEC3AGSM4909321HumanBreastIDC3.52e-114.82e-010.1559
10143CLEC3AM1HumanBreastIDC2.70e-185.36e-010.1577
10143CLEC3ANCCBC14HumanBreastDCIS5.37e-063.37e-010.2021
10143CLEC3ANCCBC5HumanBreastDCIS2.59e-021.87e-010.2046
10143CLEC3AP2HumanBreastIDC4.67e-094.04e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
∗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:000150311BreastIDCossification50/1434408/187236.51e-048.04e-0350
GO:000150321BreastDCISossification45/1390408/187234.98e-033.72e-0245
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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
CLEC3ASNVMissense_Mutationrs375192134c.565G>Ap.Asp189Asnp.D189Nprotein_codingdeleterious(0)benign(0.4)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CLEC3ASNVMissense_Mutationrs201495730c.578N>Ap.Arg193Hisp.R193Hprotein_codingdeleterious(0.01)benign(0.013)TCGA-MA-AA3W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CLEC3ASNVMissense_Mutationrs761179747c.577N>Tp.Arg193Cysp.R193Cprotein_codingdeleterious(0.01)benign(0.045)TCGA-3L-AA1B-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CLEC3ASNVMissense_Mutationrs147323906c.364N>Ap.Ala122Thrp.A122Tprotein_codingtolerated(0.15)benign(0.011)TCGA-A6-2679-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CLEC3ASNVMissense_Mutationc.397G>Tp.Gly133Cysp.G133Cprotein_codingdeleterious(0.02)probably_damaging(0.944)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CLEC3ASNVMissense_Mutationrs147323906c.364N>Ap.Ala122Thrp.A122Tprotein_codingtolerated(0.15)benign(0.011)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CLEC3ASNVMissense_Mutationc.167N>Gp.Gln56Argp.Q56Rprotein_codingtolerated(0.16)possibly_damaging(0.543)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CLEC3ASNVMissense_Mutationnovelc.454N>Ap.Asp152Asnp.D152Nprotein_codingdeleterious(0)possibly_damaging(0.869)TCGA-G4-6323-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CLEC3ASNVMissense_Mutationc.395N>Tp.Pro132Leup.P132Lprotein_codingtolerated(0.07)benign(0.061)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
CLEC3ASNVMissense_Mutationc.352N>Ap.Asp118Asnp.D118Nprotein_codingtolerated(0.21)possibly_damaging(0.681)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid 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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