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: SIGLEC15

Gene summary for SIGLEC15

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SIGLEC15

Gene ID

284266

Gene namesialic acid binding Ig like lectin 15
Gene AliasCD33L3
Cytomap18q12.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q6ZMC9


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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
284266SIGLEC15PTC01HumanThyroidPTC1.09e-021.01e-010.1899
284266SIGLEC15PTC04HumanThyroidPTC2.29e-027.47e-020.1927
284266SIGLEC15PTC06HumanThyroidPTC1.69e-041.53e-010.2057
284266SIGLEC15PTC07HumanThyroidPTC2.74e-061.85e-010.2044
284266SIGLEC15ATC09HumanThyroidATC8.38e-135.59e-010.2871
284266SIGLEC15ATC12HumanThyroidATC2.61e-103.18e-010.34
284266SIGLEC15ATC1HumanThyroidATC1.33e-136.39e-010.2878
284266SIGLEC15ATC4HumanThyroidATC3.02e-164.30e-010.34
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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:0032956113ThyroidPTCregulation of actin cytoskeleton organization182/5968358/187234.64e-142.79e-12182
GO:0032970113ThyroidPTCregulation of actin filament-based process197/5968397/187238.91e-144.89e-12197
GO:0030099113ThyroidPTCmyeloid cell differentiation160/5968381/187231.75e-051.82e-04160
GO:00603486ThyroidPTCbone development90/5968205/187231.89e-041.42e-0390
GO:0032970210ThyroidATCregulation of actin filament-based process208/6293397/187235.82e-153.80e-13208
GO:0032956210ThyroidATCregulation of actin cytoskeleton organization190/6293358/187231.73e-141.01e-12190
GO:006034813ThyroidATCbone development102/6293205/187231.18e-061.52e-05102
GO:003009933ThyroidATCmyeloid cell differentiation170/6293381/187234.26e-064.68e-05170
GO:00487715ThyroidATCtissue remodeling78/6293175/187231.60e-038.04e-0378
GO:0002573110ThyroidATCmyeloid leukocyte differentiation86/6293208/187231.15e-024.11e-0286
GO:00468491ThyroidATCbone remodeling41/629390/187231.21e-024.30e-0241
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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
SIGLEC15SNVMissense_Mutationc.939N>Tp.Leu313Phep.L313FQ6ZMC9protein_codingtolerated_low_confidence(0.07)probably_damaging(0.996)TCGA-BH-A0EI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SIGLEC15SNVMissense_Mutationc.40N>Ap.Val14Ilep.V14IQ6ZMC9protein_codingtolerated_low_confidence(0.7)benign(0)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SIGLEC15SNVMissense_Mutationnovelc.701N>Ap.Arg234Hisp.R234HQ6ZMC9protein_codingdeleterious(0.05)probably_damaging(0.945)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SIGLEC15SNVMissense_Mutationnovelc.933A>Cp.Glu311Aspp.E311DQ6ZMC9protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.967)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SIGLEC15SNVMissense_Mutationrs775151990c.956G>Ap.Arg319Glnp.R319QQ6ZMC9protein_codingtolerated_low_confidence(0.55)benign(0.001)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
SIGLEC15SNVMissense_Mutationnovelc.918N>Tp.Gln306Hisp.Q306HQ6ZMC9protein_codingtolerated(0.09)benign(0.007)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SIGLEC15SNVMissense_Mutationrs764771452c.955N>Tp.Arg319Trpp.R319WQ6ZMC9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.451)TCGA-B5-A0JZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
SIGLEC15SNVMissense_Mutationnovelc.44N>Cp.Leu15Prop.L15PQ6ZMC9protein_codingdeleterious_low_confidence(0)benign(0.261)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SIGLEC15SNVMissense_Mutationnovelc.87N>Tp.Glu29Aspp.E29DQ6ZMC9protein_codingtolerated_low_confidence(0.22)benign(0.023)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
SIGLEC15SNVMissense_Mutationrs775151990c.956G>Ap.Arg319Glnp.R319QQ6ZMC9protein_codingtolerated_low_confidence(0.55)benign(0.001)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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