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: LTBP3

Gene summary for LTBP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LTBP3

Gene ID

4054

Gene namelatent transforming growth factor beta binding protein 3
Gene AliasDASS
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q8WYU6


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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
4054LTBP3LZE2THumanEsophagusESCC3.36e-022.69e-010.082
4054LTBP3LZE4THumanEsophagusESCC1.18e-121.92e-010.0811
4054LTBP3LZE20THumanEsophagusESCC2.28e-136.39e-010.0662
4054LTBP3LZE22THumanEsophagusESCC1.96e-085.19e-010.068
4054LTBP3LZE24THumanEsophagusESCC1.18e-103.80e-010.0596
4054LTBP3P1T-EHumanEsophagusESCC4.58e-158.46e-010.0875
4054LTBP3P2T-EHumanEsophagusESCC2.14e-142.41e-010.1177
4054LTBP3P4T-EHumanEsophagusESCC3.10e-421.09e+000.1323
4054LTBP3P5T-EHumanEsophagusESCC2.41e-721.73e+000.1327
4054LTBP3P8T-EHumanEsophagusESCC9.44e-681.21e+000.0889
4054LTBP3P9T-EHumanEsophagusESCC4.73e-214.68e-010.1131
4054LTBP3P10T-EHumanEsophagusESCC4.51e-551.17e+000.116
4054LTBP3P11T-EHumanEsophagusESCC5.38e-118.03e-010.1426
4054LTBP3P12T-EHumanEsophagusESCC5.31e-386.64e-010.1122
4054LTBP3P15T-EHumanEsophagusESCC2.98e-348.06e-010.1149
4054LTBP3P16T-EHumanEsophagusESCC9.95e-193.55e-010.1153
4054LTBP3P17T-EHumanEsophagusESCC4.65e-155.62e-010.1278
4054LTBP3P19T-EHumanEsophagusESCC2.29e-067.83e-010.1662
4054LTBP3P20T-EHumanEsophagusESCC1.41e-286.20e-010.1124
4054LTBP3P21T-EHumanEsophagusESCC1.42e-611.48e+000.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:004886321ThyroidATCstem cell differentiation97/6293206/187233.88e-053.15e-0497
GO:0060349ThyroidATCbone morphogenesis50/629393/187234.87e-053.88e-0450
GO:008502911ThyroidATCextracellular matrix assembly28/629345/187237.91e-055.95e-0428
GO:00487053ThyroidATCskeletal system morphogenesis101/6293220/187239.48e-056.93e-04101
GO:00020624ThyroidATCchondrocyte differentiation54/6293106/187231.67e-041.14e-0354
GO:00614484ThyroidATCconnective tissue development112/6293252/187232.08e-041.38e-03112
GO:200073616ThyroidATCregulation of stem cell differentiation33/629358/187232.25e-041.46e-0333
GO:007160422ThyroidATCtransforming growth factor beta production25/629343/187238.24e-044.53e-0325
GO:00487715ThyroidATCtissue remodeling78/6293175/187231.60e-038.04e-0378
GO:00363631ThyroidATCtransforming growth factor beta activation8/629310/187233.60e-031.58e-028
GO:00512163ThyroidATCcartilage development81/6293190/187235.70e-032.30e-0281
GO:01101492ThyroidATCregulation of biomineralization45/629399/187239.34e-033.44e-0245
GO:00701672ThyroidATCregulation of biomineral tissue development44/629397/187231.05e-023.81e-0244
GO:00468491ThyroidATCbone remodeling41/629390/187231.21e-024.30e-0241
GO:0030500ThyroidATCregulation of bone mineralization36/629378/187231.43e-024.92e-0236
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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
LTBP3SNVMissense_Mutationrs761955225c.1534G>Tp.Val512Leup.V512LQ9NS15protein_codingtolerated(0.16)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LTBP3SNVMissense_Mutationnovelc.2171G>Ap.Ser724Asnp.S724NQ9NS15protein_codingdeleterious(0)benign(0.149)TCGA-C8-A12V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LTBP3insertionFrame_Shift_Insnovelc.1998_1999insGGAGCTTCAAGTGCATp.Pro667GlyfsTer129p.P667Gfs*129Q9NS15protein_codingTCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
LTBP3deletionFrame_Shift_Delrs752375653c.2216delNp.Gly739AlafsTer7p.G739Afs*7Q9NS15protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LTBP3SNVMissense_Mutationnovelc.1133N>Ap.Arg378Hisp.R378HQ9NS15protein_codingdeleterious(0)probably_damaging(0.966)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LTBP3SNVMissense_Mutationc.3115N>Cp.Glu1039Glnp.E1039QQ9NS15protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
LTBP3SNVMissense_Mutationc.2896N>Ap.Glu966Lysp.E966KQ9NS15protein_codingdeleterious(0)benign(0.153)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LTBP3SNVMissense_Mutationnovelc.1598N>Ap.Thr533Lysp.T533KQ9NS15protein_codingdeleterious(0.01)benign(0.224)TCGA-EX-A69M-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
LTBP3SNVMissense_Mutationnovelc.3643G>Cp.Glu1215Glnp.E1215QQ9NS15protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-VS-A9UR-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
LTBP3SNVMissense_Mutationnovelc.1297G>Ap.Gly433Serp.G433SQ9NS15protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9V0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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