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: THBS3

Gene summary for THBS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THBS3

Gene ID

7059

Gene namethrombospondin 3
Gene AliasTSP3
Cytomap1q22
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

F5H4Z8


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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
7059THBS3PTC06HumanThyroidPTC7.38e-081.76e-010.2057
7059THBS3PTC07HumanThyroidPTC2.00e-095.60e-020.2044
7059THBS3ATC09HumanThyroidATC5.00e-176.80e-010.2871
7059THBS3ATC11HumanThyroidATC2.14e-023.84e-010.3386
7059THBS3ATC12HumanThyroidATC1.21e-081.74e-010.34
7059THBS3ATC13HumanThyroidATC5.65e-235.22e-010.34
7059THBS3ATC1HumanThyroidATC1.04e-177.32e-010.2878
7059THBS3ATC2HumanThyroidATC1.04e-121.11e+000.34
7059THBS3ATC3HumanThyroidATC9.68e-053.02e-010.338
7059THBS3ATC4HumanThyroidATC1.50e-112.16e-010.34
7059THBS3ATC5HumanThyroidATC1.89e-345.77e-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:0031589111ThyroidPTCcell-substrate adhesion169/5968363/187232.73e-097.57e-08169
GO:0001503110ThyroidPTCossification176/5968408/187239.26e-071.40e-05176
GO:000716020ThyroidPTCcell-matrix adhesion109/5968233/187231.28e-061.84e-05109
GO:00603486ThyroidPTCbone development90/5968205/187231.89e-041.42e-0390
GO:003158928ThyroidATCcell-substrate adhesion195/6293363/187231.58e-151.17e-13195
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
GO:0007160111ThyroidATCcell-matrix adhesion128/6293233/187231.49e-115.41e-10128
GO:006034813ThyroidATCbone development102/6293205/187231.18e-061.52e-05102
GO:0060349ThyroidATCbone morphogenesis50/629393/187234.87e-053.88e-0450
GO:00487053ThyroidATCskeletal system morphogenesis101/6293220/187239.48e-056.93e-04101
GO:00614484ThyroidATCconnective tissue development112/6293252/187232.08e-041.38e-03112
GO:0060350ThyroidATCendochondral bone morphogenesis28/629354/187234.27e-031.80e-0228
GO:00352654ThyroidATCorgan growth77/6293178/187234.45e-031.85e-0277
GO:00512163ThyroidATCcartilage development81/6293190/187235.70e-032.30e-0281
GO:00034161ThyroidATCendochondral bone growth15/629326/187239.95e-033.63e-0215
GO:00613831ThyroidATCtrabecula morphogenesis22/629343/187231.30e-024.55e-0222
GO:0098868ThyroidATCbone growth16/629329/187231.37e-024.77e-0216
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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
THBS3SDC1THBS3_SDC1THBSBreastDCIS
THBS3SDC4THBS3_SDC4THBSBreastDCIS
THBS3CD36THBS3_CD36THBSBreastDCIS
THBS3CD47THBS3_CD47THBSBreastDCIS
THBS3ITGA3_ITGB1THBS3_ITGA3_ITGB1THBSCRCMSI-H
THBS3SDC1THBS3_SDC1THBSCRCMSI-H
THBS3SDC4THBS3_SDC4THBSCRCMSI-H
THBS3CD47THBS3_CD47THBSCRCMSI-H
THBS3ITGA3_ITGB1THBS3_ITGA3_ITGB1THBSEsophagusESCC
THBS3SDC1THBS3_SDC1THBSEsophagusESCC
THBS3SDC4THBS3_SDC4THBSEsophagusESCC
THBS3CD36THBS3_CD36THBSEsophagusESCC
THBS3CD47THBS3_CD47THBSEsophagusESCC
THBS3ITGA3_ITGB1THBS3_ITGA3_ITGB1THBSHNSCCOSCC
THBS3SDC1THBS3_SDC1THBSHNSCCOSCC
THBS3SDC4THBS3_SDC4THBSHNSCCOSCC
THBS3CD36THBS3_CD36THBSHNSCCOSCC
THBS3CD47THBS3_CD47THBSHNSCCOSCC
THBS3ITGA3_ITGB1THBS3_ITGA3_ITGB1THBSHNSCCPrecancer
THBS3SDC1THBS3_SDC1THBSHNSCCPrecancer
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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
THBS3SNVMissense_Mutationc.1147N>Cp.Asp383Hisp.D383HP49746protein_codingtolerated(0.26)possibly_damaging(0.852)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THBS3SNVMissense_Mutationc.1730A>Tp.Asn577Ilep.N577IP49746protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THBS3SNVMissense_Mutationc.522G>Cp.Gln174Hisp.Q174HP49746protein_codingtolerated(0.09)benign(0.009)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
THBS3SNVMissense_Mutationc.109C>Gp.Arg37Glyp.R37GP49746protein_codingdeleterious(0.01)benign(0.414)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
THBS3SNVMissense_Mutationc.2789N>Gp.Ser930Cysp.S930CP49746protein_codingdeleterious(0)probably_damaging(0.997)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
THBS3insertionIn_Frame_Insnovelc.2128_2129insCTTTTTCTTTACTATACAACCCCAGGGCATGGAAATCGTTCAGACCATp.Asp710delinsAlaPheSerLeuLeuTyrAsnProArgAlaTrpLysSerPheArgProTyrp.D710delinsAFSLLYNPRAWKSFRPYP49746protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THBS3insertionNonsense_Mutationnovelc.2539_2540insTTTTCCCGTCTGTAAAATGAGGGCATTGGGTTAGp.Asn847IlefsTer7p.N847Ifs*7P49746protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THBS3deletionFrame_Shift_Delnovelc.786delCp.Ile263LeufsTer223p.I263Lfs*223P49746protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
THBS3deletionFrame_Shift_Delnovelc.25delGp.Ala9ProfsTer19p.A9Pfs*19P49746protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
THBS3deletionFrame_Shift_Delnovelc.2617delGp.Asp873ThrfsTer20p.D873Tfs*20P49746protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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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