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: CLEC11A

Gene summary for CLEC11A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLEC11A

Gene ID

6320

Gene nameC-type lectin domain containing 11A
Gene AliasCLECSF3
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9Y240


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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
6320CLEC11AAEH-subject1HumanEndometriumAEH2.60e-29-6.69e-01-0.3059
6320CLEC11AAEH-subject2HumanEndometriumAEH9.27e-33-6.46e-01-0.2525
6320CLEC11AAEH-subject3HumanEndometriumAEH1.38e-29-6.36e-01-0.2576
6320CLEC11AAEH-subject4HumanEndometriumAEH9.59e-24-6.23e-01-0.2657
6320CLEC11AAEH-subject5HumanEndometriumAEH1.08e-39-7.14e-01-0.2953
6320CLEC11AEEC-subject1HumanEndometriumEEC4.66e-41-7.04e-01-0.2682
6320CLEC11AEEC-subject2HumanEndometriumEEC6.20e-33-6.63e-01-0.2607
6320CLEC11AEEC-subject3HumanEndometriumEEC1.44e-47-6.95e-01-0.2525
6320CLEC11AEEC-subject4HumanEndometriumEEC1.69e-23-6.18e-01-0.2571
6320CLEC11AEEC-subject5HumanEndometriumEEC2.09e-35-6.67e-01-0.249
6320CLEC11AGSM5276934HumanEndometriumEEC2.34e-04-2.93e-01-0.0913
6320CLEC11AGSM5276935HumanEndometriumEEC2.54e-38-6.95e-01-0.123
6320CLEC11AGSM5276937HumanEndometriumEEC8.66e-03-3.11e-01-0.0897
6320CLEC11AGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC6.61e-35-7.15e-01-0.1869
6320CLEC11AGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.52e-31-6.87e-01-0.1875
6320CLEC11AGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.94e-33-6.76e-01-0.1883
6320CLEC11AGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.61e-45-6.95e-01-0.1934
6320CLEC11AGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC9.54e-47-7.16e-01-0.1917
6320CLEC11AGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC9.99e-45-6.69e-01-0.1916
6320CLEC11AGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.16e-17-5.76e-01-0.1269
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
GO:00015038EndometriumAEHossification78/2100408/187231.54e-064.85e-0578
GO:000150313EndometriumEECossification79/2168408/187232.72e-067.67e-0579
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:00015035LiverCirrhoticossification127/4634408/187231.89e-031.19e-02127
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:000150315Oral cavityLPossification123/4623408/187236.55e-033.84e-02123
GO:0001503110ThyroidPTCossification176/5968408/187239.26e-071.40e-05176
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
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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
CLEC11ASNVMissense_Mutationc.10G>Ap.Ala4Thrp.A4TQ9Y240protein_codingdeleterious_low_confidence(0)possibly_damaging(0.515)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CLEC11ASNVMissense_Mutationc.880N>Cp.Glu294Glnp.E294QQ9Y240protein_codingtolerated(0.19)probably_damaging(0.999)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CLEC11ASNVMissense_Mutationrs368757096c.836N>Tp.Ser279Leup.S279LQ9Y240protein_codingdeleterious_low_confidence(0.01)benign(0.019)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
CLEC11ASNVMissense_Mutationc.86N>Tp.Trp29Leup.W29LQ9Y240protein_codingdeleterious_low_confidence(0.01)benign(0.041)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLEC11ASNVMissense_Mutationc.322G>Tp.Val108Phep.V108FQ9Y240protein_codingtolerated(0.32)benign(0)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CLEC11ASNVMissense_Mutationc.132N>Tp.Glu44Aspp.E44DQ9Y240protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.935)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLEC11ASNVMissense_Mutationc.235N>Ap.Glu79Lysp.E79KQ9Y240protein_codingtolerated_low_confidence(0.12)benign(0.037)TCGA-G4-6321-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
CLEC11ASNVMissense_Mutationrs774318485c.202G>Ap.Gly68Argp.G68RQ9Y240protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CLEC11ASNVMissense_Mutationc.235N>Ap.Glu79Lysp.E79KQ9Y240protein_codingtolerated_low_confidence(0.12)benign(0.037)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CLEC11ASNVMissense_Mutationnovelc.147G>Tp.Lys49Asnp.K49NQ9Y240protein_codingdeleterious_low_confidence(0)probably_damaging(0.981)TCGA-AP-A1DK-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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