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: TROAP

Gene summary for TROAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TROAP

Gene ID

10024

Gene nametrophinin associated protein
Gene AliasTASTIN
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

Q12815


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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
10024TROAPS016HumanLiverHCC2.97e-136.65e-010.2243
10024TROAPS027HumanLiverHCC3.40e-035.81e-010.2446
10024TROAPS028HumanLiverHCC7.94e-115.97e-010.2503
10024TROAPS029HumanLiverHCC1.18e-085.77e-010.2581
10024TROAPC04HumanOral cavityOSCC3.58e-201.54e+000.2633
10024TROAPC21HumanOral cavityOSCC3.50e-241.17e+000.2678
10024TROAPC30HumanOral cavityOSCC3.37e-372.11e+000.3055
10024TROAPC38HumanOral cavityOSCC2.51e-061.09e+000.172
10024TROAPC43HumanOral cavityOSCC6.00e-072.35e-010.1704
10024TROAPC46HumanOral cavityOSCC2.81e-042.86e-010.1673
10024TROAPC51HumanOral cavityOSCC2.73e-159.60e-010.2674
10024TROAPC57HumanOral cavityOSCC1.75e-033.46e-010.1679
10024TROAPC08HumanOral cavityOSCC3.91e-074.95e-010.1919
10024TROAPLN38HumanOral cavityOSCC7.79e-039.42e-010.168
10024TROAPLN46HumanOral cavityOSCC4.10e-064.22e-010.1666
10024TROAPLP15HumanOral cavityLP3.38e-029.91e-010.2174
10024TROAPSYSMH2HumanOral cavityOSCC1.31e-075.11e-010.2326
10024TROAPSYSMH3HumanOral cavityOSCC5.11e-062.32e-010.2442
10024TROAPP5_S10_cSCCHumanSkincSCC9.41e-059.92e-02-0.299
10024TROAPP1_cSCCHumanSkincSCC1.91e-063.17e-010.0292
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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
∗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
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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
TROAPSNVMissense_Mutationc.1457N>Gp.Ser486Cysp.S486CQ12815protein_codingdeleterious(0.01)possibly_damaging(0.799)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TROAPSNVMissense_Mutationc.329C>Tp.Ala110Valp.A110VQ12815protein_codingdeleterious(0.02)benign(0.023)TCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TROAPSNVMissense_Mutationc.257G>Tp.Ser86Ilep.S86IQ12815protein_codingdeleterious(0)benign(0.118)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TROAPSNVMissense_Mutationnovelc.1396N>Ap.Val466Ilep.V466IQ12815protein_codingtolerated(0.19)benign(0.14)TCGA-AO-A0JF-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
TROAPSNVMissense_Mutationc.2024N>Gp.Ser675Cysp.S675CQ12815protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-C8-A137-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TROAPdeletionFrame_Shift_Delnovelc.233delNp.Thr78AsnfsTer41p.T78Nfs*41Q12815protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TROAPdeletionFrame_Shift_Delnovelc.191delNp.Asp64ValfsTer55p.D64Vfs*55Q12815protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TROAPSNVMissense_Mutationnovelc.77N>Gp.Ser26Cysp.S26CQ12815protein_codingtolerated(0.12)benign(0.118)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TROAPSNVMissense_Mutationc.699N>Cp.Glu233Aspp.E233DQ12815protein_codingtolerated(0.35)benign(0.022)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TROAPSNVMissense_Mutationc.2275N>Cp.Glu759Glnp.E759QQ12815protein_codingdeleterious(0)probably_damaging(0.929)TCGA-EK-A2IP-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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