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
10024TROAPLZE2THumanEsophagusESCC9.54e-066.06e-010.082
10024TROAPLZE7THumanEsophagusESCC1.02e-032.65e-010.0667
10024TROAPLZE20THumanEsophagusESCC1.26e-023.60e-010.0662
10024TROAPLZE24THumanEsophagusESCC5.13e-032.24e-010.0596
10024TROAPLZE6THumanEsophagusESCC3.01e-062.49e-010.0845
10024TROAPP1T-EHumanEsophagusESCC2.97e-023.46e-010.0875
10024TROAPP2T-EHumanEsophagusESCC6.56e-156.93e-010.1177
10024TROAPP4T-EHumanEsophagusESCC1.46e-311.18e+000.1323
10024TROAPP5T-EHumanEsophagusESCC2.56e-163.18e-010.1327
10024TROAPP8T-EHumanEsophagusESCC1.66e-021.84e-010.0889
10024TROAPP9T-EHumanEsophagusESCC1.49e-164.56e-010.1131
10024TROAPP10T-EHumanEsophagusESCC1.62e-134.54e-010.116
10024TROAPP11T-EHumanEsophagusESCC4.74e-034.39e-010.1426
10024TROAPP12T-EHumanEsophagusESCC7.90e-031.39e-010.1122
10024TROAPP15T-EHumanEsophagusESCC1.53e-115.25e-010.1149
10024TROAPP16T-EHumanEsophagusESCC4.17e-051.74e-010.1153
10024TROAPP17T-EHumanEsophagusESCC1.15e-161.21e+000.1278
10024TROAPP19T-EHumanEsophagusESCC6.53e-046.22e-010.1662
10024TROAPP20T-EHumanEsophagusESCC3.20e-075.31e-010.1124
10024TROAPP21T-EHumanEsophagusESCC9.67e-184.88e-010.1617
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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
∗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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