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: COLEC12

Gene summary for COLEC12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COLEC12

Gene ID

81035

Gene namecollectin subfamily member 12
Gene AliasCLP1
Cytomap18p11.32
Gene Typeprotein-coding
GO ID

GO:0002221

UniProtAcc

Q5KU26


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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
81035COLEC12PTC07HumanThyroidPTC2.26e-024.49e-020.2044
81035COLEC12ATC12HumanThyroidATC1.17e-316.05e-010.34
81035COLEC12ATC13HumanThyroidATC6.25e-048.33e-020.34
81035COLEC12ATC4HumanThyroidATC2.92e-387.11e-010.34
81035COLEC12ATC5HumanThyroidATC4.82e-028.86e-020.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0009743113ThyroidPTCresponse to carbohydrate111/5968253/187233.77e-053.48e-04111
GO:00022215ThyroidPTCpattern recognition receptor signaling pathway77/5968172/187232.56e-041.84e-0377
GO:00713593ThyroidPTCcellular response to dsRNA15/596822/187235.11e-043.32e-0315
GO:00713602ThyroidPTCcellular response to exogenous dsRNA12/596818/187232.55e-031.31e-0212
GO:0071322111ThyroidPTCcellular response to carbohydrate stimulus68/5968163/187235.00e-032.31e-0268
GO:00433312ThyroidPTCresponse to dsRNA26/596855/187231.21e-024.75e-0226
GO:000974333ThyroidATCresponse to carbohydrate114/6293253/187239.26e-056.81e-04114
GO:000222114ThyroidATCpattern recognition receptor signaling pathway80/6293172/187232.89e-041.84e-0380
GO:007135912ThyroidATCcellular response to dsRNA15/629322/187239.63e-045.13e-0315
GO:007132224ThyroidATCcellular response to carbohydrate stimulus72/6293163/187233.12e-031.41e-0272
GO:00713601ThyroidATCcellular response to exogenous dsRNA12/629318/187234.22e-031.79e-0212
GO:004333111ThyroidATCresponse to dsRNA27/629355/187231.24e-024.38e-0227
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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
COLEC12SNVMissense_Mutationc.313A>Cp.Asn105Hisp.N105HQ5KU26protein_codingdeleterious(0.01)possibly_damaging(0.77)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
COLEC12SNVMissense_Mutationrs568456291c.1076C>Tp.Thr359Metp.T359MQ5KU26protein_codingdeleterious(0.03)possibly_damaging(0.549)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
COLEC12insertionFrame_Shift_Insnovelc.673_674insAATTTp.Arg225GlnfsTer36p.R225Qfs*36Q5KU26protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
COLEC12insertionFrame_Shift_Insnovelc.671_672insACAAGTTACTCTAAAACTTGp.Arg225GlnfsTer41p.R225Qfs*41Q5KU26protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
COLEC12insertionNonsense_Mutationnovelc.463_464insGAATTCAAGAGCAGCTTAGCTAGATGGTCCTGACTCAp.Glu155GlyfsTer8p.E155Gfs*8Q5KU26protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
COLEC12SNVMissense_Mutationrs143447500c.404N>Tp.Thr135Metp.T135MQ5KU26protein_codingtolerated(0.24)benign(0.003)TCGA-C5-A8XI-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
COLEC12SNVMissense_Mutationc.740N>Cp.Val247Alap.V247AQ5KU26protein_codingtolerated(0.27)benign(0.007)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
COLEC12SNVMissense_Mutationrs146515222c.1178G>Ap.Arg393Hisp.R393HQ5KU26protein_codingdeleterious(0.02)possibly_damaging(0.54)TCGA-EA-A3HQ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COLEC12SNVMissense_Mutationc.1576C>Ap.Pro526Thrp.P526TQ5KU26protein_codingdeleterious(0.01)benign(0.247)TCGA-EA-A5FO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COLEC12SNVMissense_Mutationrs765714248c.1072N>Tp.Arg358Trpp.R358WQ5KU26protein_codingdeleterious(0.02)possibly_damaging(0.65)TCGA-EK-A2R9-01Cervixcervical & 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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