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: TRIOBP

Gene summary for TRIOBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIOBP

Gene ID

11078

Gene nameTRIO and F-actin binding protein
Gene AliasDFNB28
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9H2D6


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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
11078TRIOBPHTA11_3410_2000001011HumanColorectumAD9.02e-093.30e-010.0155
11078TRIOBPHTA11_2487_2000001011HumanColorectumSER5.42e-217.92e-01-0.1808
11078TRIOBPHTA11_1938_2000001011HumanColorectumAD3.11e-258.70e-01-0.0811
11078TRIOBPHTA11_78_2000001011HumanColorectumAD2.03e-177.52e-01-0.1088
11078TRIOBPHTA11_347_2000001011HumanColorectumAD4.50e-257.48e-01-0.1954
11078TRIOBPHTA11_411_2000001011HumanColorectumSER8.01e-071.13e+00-0.2602
11078TRIOBPHTA11_2112_2000001011HumanColorectumSER7.38e-077.27e-01-0.2196
11078TRIOBPHTA11_3361_2000001011HumanColorectumAD4.63e-085.49e-01-0.1207
11078TRIOBPHTA11_83_2000001011HumanColorectumSER1.57e-137.05e-01-0.1526
11078TRIOBPHTA11_696_2000001011HumanColorectumAD9.41e-298.14e-01-0.1464
11078TRIOBPHTA11_866_2000001011HumanColorectumAD2.31e-298.13e-01-0.1001
11078TRIOBPHTA11_1391_2000001011HumanColorectumAD3.51e-198.10e-01-0.059
11078TRIOBPHTA11_5212_2000001011HumanColorectumAD3.67e-086.77e-01-0.2061
11078TRIOBPHTA11_546_2000001011HumanColorectumAD1.98e-107.76e-01-0.0842
11078TRIOBPHTA11_866_3004761011HumanColorectumAD6.54e-216.20e-010.096
11078TRIOBPHTA11_4255_2000001011HumanColorectumSER1.97e-035.83e-010.0446
11078TRIOBPHTA11_8622_2000001021HumanColorectumSER1.06e-045.89e-010.0528
11078TRIOBPHTA11_7663_2000001011HumanColorectumSER2.05e-058.94e-010.0131
11078TRIOBPHTA11_10623_2000001011HumanColorectumAD3.63e-127.97e-01-0.0177
11078TRIOBPHTA11_10711_2000001011HumanColorectumAD4.94e-158.09e-010.0338
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:0008154ColorectumADactin polymerization or depolymerization90/3918218/187236.14e-128.23e-1090
GO:0032271ColorectumADregulation of protein polymerization94/3918233/187231.01e-111.29e-0994
GO:0030041ColorectumADactin filament polymerization81/3918191/187231.35e-111.69e-0981
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0002064ColorectumADepithelial cell development89/3918220/187232.98e-113.52e-0989
GO:0008064ColorectumADregulation of actin polymerization or depolymerization79/3918188/187234.17e-114.74e-0979
GO:0030833ColorectumADregulation of actin filament polymerization74/3918172/187234.50e-115.03e-0974
GO:0030832ColorectumADregulation of actin filament length79/3918189/187235.71e-116.27e-0979
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0010811ColorectumADpositive regulation of cell-substrate adhesion53/3918123/187232.30e-081.27e-0653
GO:0010810ColorectumADregulation of cell-substrate adhesion81/3918221/187234.80e-082.55e-0681
GO:0032984ColorectumADprotein-containing complex disassembly81/3918224/187239.41e-084.65e-0681
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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
TRIOBPSNVMissense_Mutationc.3142N>Cp.Glu1048Glnp.E1048QQ9H2D6protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRIOBPSNVMissense_Mutationc.2179C>Tp.Arg727Trpp.R727WQ9H2D6protein_codingdeleterious_low_confidence(0.01)benign(0.005)TCGA-AR-A0TW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
TRIOBPSNVMissense_Mutationc.2252N>Ap.Arg751Glnp.R751QQ9H2D6protein_codingtolerated_low_confidence(0.11)benign(0.003)TCGA-B6-A0RL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRIOBPSNVMissense_Mutationrs560619122c.3755N>Tp.Ser1252Phep.S1252FQ9H2D6protein_codingdeleterious_low_confidence(0)benign(0.117)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRIOBPSNVMissense_Mutationc.1982N>Ap.Ser661Tyrp.S661YQ9H2D6protein_codingdeleterious_low_confidence(0)benign(0.246)TCGA-C8-A135-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TRIOBPSNVMissense_Mutationrs572969683c.3218C>Tp.Ala1073Valp.A1073VQ9H2D6protein_codingdeleterious_low_confidence(0)possibly_damaging(0.861)TCGA-E2-A153-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TRIOBPSNVMissense_Mutationnovelc.1067C>Ap.Thr356Asnp.T356NQ9H2D6protein_codingtolerated_low_confidence(0.23)benign(0.367)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
TRIOBPSNVMissense_Mutationnovelc.2785C>Gp.Gln929Glup.Q929EQ9H2D6protein_codingdeleterious_low_confidence(0)benign(0.173)TCGA-LL-A6FR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TRIOBPSNVMissense_Mutationnovelc.4398N>Gp.Ser1466Argp.S1466RQ9H2D6protein_codingtolerated_low_confidence(0.1)benign(0)TCGA-OL-A66P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
TRIOBPinsertionNonsense_Mutationnovelc.939_940insGGGTAGGAACATTTGGATACAAAAAACAGGGGCTTTCp.Ser314GlyfsTer2p.S314Gfs*2Q9H2D6protein_codingTCGA-B6-A0RI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
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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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