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Center for Computational Systems Medicine
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Fusion Gene Summary

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Fusion Gene ORF analysis

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Fusion Genomic Features

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Fusion Protein Features

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Fusion Gene Sequence

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Fusion Gene PPI analysis

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Related Drugs

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Related Diseases

Fusion gene:TRIO-TRIO (FusionGDB2 ID:94222)

Fusion Gene Summary for TRIO-TRIO

check button Fusion gene summary
Fusion gene informationFusion gene name: TRIO-TRIO
Fusion gene ID: 94222
HgeneTgene
Gene symbol

TRIO

TRIO

Gene ID

7204

7204

Gene nametrio Rho guanine nucleotide exchange factortrio Rho guanine nucleotide exchange factor
SynonymsARHGEF23|MEBAS|MRD44|tgatARHGEF23|MEBAS|MRD44|tgat
Cytomap

5p15.2

5p15.2

Type of geneprotein-codingprotein-coding
Descriptiontriple functional domain proteinPTPRF-interacting proteintriple functional domain (PTPRF interacting)triple functional domain proteinPTPRF-interacting proteintriple functional domain (PTPRF interacting)
Modification date2020031320200313
UniProtAcc

TRIOBP

TPI1

Ensembl transtripts involved in fusion geneENST00000344204, ENST00000509967, 
ENST00000537187, ENST00000344135, 
ENST00000515710, 		ENST00000344135, 
ENST00000515710, ENST00000344204, 
ENST00000509967, ENST00000537187, 
Fusion gene scores* DoF score34 X 28 X 12=114248 X 8 X 4=256
# samples 358
** MAII scorelog2(35/11424*10)=-5.02856915219677
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0		log2(8/256*10)=-1.67807190511264
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Context

PubMed: TRIO [Title/Abstract] AND TRIO [Title/Abstract] AND fusion [Title/Abstract]

Most frequent breakpointTRIO(14336838)-TRIO(14316620), # samples:2
Anticipated loss of major functional domain due to fusion event.
* DoF score (Degree of Frequency) = # partners X # break points X # cancer types
** MAII score (Major Active Isofusion Index) = log2(# samples/DoF score*10)

check button Gene ontology of each fusion partner gene with evidence of Inferred from Direct Assay (IDA) from Entrez
PartnerGeneGO IDGO termPubMed ID

check buttonFusion gene breakpoints across TRIO (5'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.
all structure

check buttonFusion gene breakpoints across TRIO (3'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.
all structure

check button Fusion gene information from two resources (ChiTars 5.0 and ChimerDB 4.0)
* All genome coordinats were lifted-over on hg19.
* Click on the break point to see the gene structure around the break point region using the UCSC Genome Browser.
SourceDiseaseSampleHgeneHchrHbpHstrandTgeneTchrTbpTstrand
ChiTaRS5.0N/ALQ400140TRIOchr5

14336838

+TRIOchr5

14316620

+
ChiTaRS5.0N/ALQ420074TRIOchr5

14336838

+TRIOchr5

14316620

+


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Fusion Gene ORF analysis for TRIO-TRIO

check button Open reading frame (ORF) analsis of fusion genes based on Ensembl gene isoform structure.
* Click on the break point to see the gene structure around the break point region using the UCSC Genome Browser.
ORFHenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrand
5CDS-intronENST00000344204ENST00000344135TRIOchr5

14336838

+TRIOchr5

14316620

+
5CDS-intronENST00000344204ENST00000515710TRIOchr5

14336838

+TRIOchr5

14316620

+
5CDS-intronENST00000509967ENST00000344135TRIOchr5

14336838

+TRIOchr5

14316620

+
5CDS-intronENST00000509967ENST00000515710TRIOchr5

14336838

+TRIOchr5

14316620

+
5CDS-intronENST00000537187ENST00000344135TRIOchr5

14336838

+TRIOchr5

14316620

+
5CDS-intronENST00000537187ENST00000515710TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000344204ENST00000344204TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000344204ENST00000509967TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000344204ENST00000537187TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000509967ENST00000344204TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000509967ENST00000509967TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000509967ENST00000537187TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000537187ENST00000344204TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000537187ENST00000509967TRIOchr5

14336838

+TRIOchr5

14316620

+
In-frameENST00000537187ENST00000537187TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-3CDSENST00000344135ENST00000344204TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-3CDSENST00000344135ENST00000509967TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-3CDSENST00000344135ENST00000537187TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-3CDSENST00000515710ENST00000344204TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-3CDSENST00000515710ENST00000509967TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-3CDSENST00000515710ENST00000537187TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-intronENST00000344135ENST00000344135TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-intronENST00000344135ENST00000515710TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-intronENST00000515710ENST00000344135TRIOchr5

14336838

+TRIOchr5

14316620

+
intron-intronENST00000515710ENST00000515710TRIOchr5

14336838

+TRIOchr5

14316620

+

check buttonORFfinder result based on the fusion transcript sequence of in-frame fusion genes.
HenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrandSeq length
(transcript)		BP loci
(transcript)		Predicted start
(transcript)		Predicted stop
(transcript)		Seq length
(amino acids)

check buttonDeepORF prediction of the coding potential based on the fusion transcript sequence of in-frame fusion genes. DeepORF is a coding potential classifier based on convolutional neural network by comparing the real Ribo-seq data. If the no-coding score < 0.5 and coding score > 0.5, then the in-frame fusion transcript is predicted as being likely translated.
HenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrandNo-coding scoreCoding score

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Fusion Genomic Features for TRIO-TRIO


check buttonFusionAI prediction of the potential fusion gene breakpoint based on the pre-mature RNA sequence context (+/- 5kb of individual partner genes, total 20kb length sequence). FusionAI is a fusion gene breakpoint classifier based on convolutional neural network by comparing the fusion positive and negative sequence context of ~ 20K fusion gene data. From here, we can have the relative potentency of the 20K genomic sequence how individual sequnce will be likely used as the gene fusion breakpoints.
HgeneHchrHbpHstrandTgeneTchrTbpTstrand1-pp (fusion gene breakpoint)
TRIOchr514336836+TRIOchr514316621+1.75E-070.9999999
TRIOchr514336836+TRIOchr514316621+1.75E-070.9999999

check buttonDistribution of 44 human genomic features loci across 20kb length fusion breakpoint regions. We integrated a total of 44 different types of human genomic feature loci information across five big categories including virus integration sites, repeats, structural variants, chromatin states, and gene expression regulation. More details are in help page.
genomic feature

check buttonDistribution of 44 human genomic features loci across 20kb length fusion breakpoint regions that are ovelapped with the top 1% feature importance score regions. More details are in help page.
genomic feature of top 1%

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Fusion Protein Features for TRIO-TRIO


check button Four levels of functional features of fusion genes
Go to FGviewer search page for the most frequent breakpoint (https://ccsmweb.uth.edu/FGviewer/chr5:14336838/chr5:14316620)
- FGviewer provides the online visualization of the retention search of the protein functional features across DNA, RNA, protein, and pathological levels.
- How to search
1. Put your fusion gene symbol.
2. Press the tab key until there will be shown the breakpoint information filled.
4. Go down and press 'Search' tab twice.
4. Go down to have the hyperlink of the search result.
5. Click the hyperlink.
6. See the FGviewer result for your fusion gene.
FGviewer

check buttonMain function of each fusion partner protein. (from UniProt)
HgeneTgene
TRIO

TRIOBP

TRIO

TPI1

2365249

check buttonRetention analysis result of each fusion partner protein across 39 protein features of UniProt such as six molecule processing features, 13 region features, four site features, six amino acid modification features, two natural variation features, five experimental info features, and 3 secondary structure features. Here, because of limited space for viewing, we only show the protein feature retention information belong to the 13 regional features. All retention annotation result can be downloaded at

download page


* Minus value of BPloci means that the break pointn is located before the CDS.
- In-frame and retained protein feature among the 13 regional features.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenProtein featureProtein feature note
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+115765_2106823098.0DomainCRAL-TRIO
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+115865_2106822922.0DomainCRAL-TRIO
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+1157311_4186823098.0RepeatNote=Spectrin 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+1157538_6446823098.0RepeatNote=Spectrin 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+1158311_4186822922.0RepeatNote=Spectrin 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+1158538_6446822922.0RepeatNote=Spectrin 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350101845_18500597.0Compositional biasNote=Poly-Ser
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102292_23120597.0Compositional biasNote=Poly-Gly
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102545_25510597.0Compositional biasNote=Poly-Ser
TgeneTRIOchr5:14336838chr5:14316620ENST00000344135010715_7180597.0Compositional biasNote=Poly-Gln
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047571845_18505003098.0Compositional biasNote=Poly-Ser
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572292_23125003098.0Compositional biasNote=Poly-Gly
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572545_25515003098.0Compositional biasNote=Poly-Ser
TgeneTRIOchr5:14336838chr5:14316620ENST00000344204757715_7185003098.0Compositional biasNote=Poly-Gln
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877581845_18505002922.0Compositional biasNote=Poly-Ser
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582292_23125002922.0Compositional biasNote=Poly-Gly
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582545_25515002922.0Compositional biasNote=Poly-Ser
TgeneTRIOchr5:14336838chr5:14316620ENST00000537187758715_7185002922.0Compositional biasNote=Poly-Gln
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350101292_14670597.0DomainDH 1
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350101480_15910597.0DomainPH 1
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350101656_17210597.0DomainSH3 1
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350101969_21450597.0DomainDH 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102157_22710597.0DomainPH 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102551_26160597.0DomainSH3 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102685_27750597.0DomainNote=Ig-like C2-type
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102796_30520597.0DomainProtein kinase
TgeneTRIOchr5:14336838chr5:14316620ENST0000034413501065_2100597.0DomainCRAL-TRIO
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047571292_14675003098.0DomainDH 1
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047571480_15915003098.0DomainPH 1
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047571656_17215003098.0DomainSH3 1
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047571969_21455003098.0DomainDH 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572157_22715003098.0DomainPH 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572551_26165003098.0DomainSH3 2
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572685_27755003098.0DomainNote=Ig-like C2-type
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572796_30525003098.0DomainProtein kinase
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877581292_14675002922.0DomainDH 1
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877581480_15915002922.0DomainPH 1
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877581656_17215002922.0DomainSH3 1
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877581969_21455002922.0DomainDH 2
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582157_22715002922.0DomainPH 2
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582551_26165002922.0DomainSH3 2
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582685_27755002922.0DomainNote=Ig-like C2-type
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582796_30525002922.0DomainProtein kinase
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350102802_28100597.0Nucleotide bindingATP
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047572802_28105003098.0Nucleotide bindingATP
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877582802_28105002922.0Nucleotide bindingATP
TgeneTRIOchr5:14336838chr5:14316620ENST000003441350101109_12160597.0RepeatNote=Spectrin 4
TgeneTRIOchr5:14336838chr5:14316620ENST00000344135010311_4180597.0RepeatNote=Spectrin 1
TgeneTRIOchr5:14336838chr5:14316620ENST00000344135010538_6440597.0RepeatNote=Spectrin 2
TgeneTRIOchr5:14336838chr5:14316620ENST00000344135010878_9840597.0RepeatNote=Spectrin 3
TgeneTRIOchr5:14336838chr5:14316620ENST000003442047571109_12165003098.0RepeatNote=Spectrin 4
TgeneTRIOchr5:14336838chr5:14316620ENST00000344204757538_6445003098.0RepeatNote=Spectrin 2
TgeneTRIOchr5:14336838chr5:14316620ENST00000344204757878_9845003098.0RepeatNote=Spectrin 3
TgeneTRIOchr5:14336838chr5:14316620ENST000005371877581109_12165002922.0RepeatNote=Spectrin 4
TgeneTRIOchr5:14336838chr5:14316620ENST00000537187758538_6445002922.0RepeatNote=Spectrin 2
TgeneTRIOchr5:14336838chr5:14316620ENST00000537187758878_9845002922.0RepeatNote=Spectrin 3

- In-frame and not-retained protein feature among the 13 regional features.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenProtein featureProtein feature note
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1101845_18500597.0Compositional biasNote=Poly-Ser
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102292_23120597.0Compositional biasNote=Poly-Gly
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102545_25510597.0Compositional biasNote=Poly-Ser
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+110715_7180597.0Compositional biasNote=Poly-Gln
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11571845_18506823098.0Compositional biasNote=Poly-Ser
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572292_23126823098.0Compositional biasNote=Poly-Gly
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572545_25516823098.0Compositional biasNote=Poly-Ser
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+1157715_7186823098.0Compositional biasNote=Poly-Gln
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11581845_18506822922.0Compositional biasNote=Poly-Ser
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582292_23126822922.0Compositional biasNote=Poly-Gly
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582545_25516822922.0Compositional biasNote=Poly-Ser
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+1158715_7186822922.0Compositional biasNote=Poly-Gln
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1101292_14670597.0DomainDH 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1101480_15910597.0DomainPH 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1101656_17210597.0DomainSH3 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1101969_21450597.0DomainDH 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102157_22710597.0DomainPH 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102551_26160597.0DomainSH3 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102685_27750597.0DomainNote=Ig-like C2-type
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102796_30520597.0DomainProtein kinase
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+11065_2100597.0DomainCRAL-TRIO
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11571292_14676823098.0DomainDH 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11571480_15916823098.0DomainPH 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11571656_17216823098.0DomainSH3 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11571969_21456823098.0DomainDH 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572157_22716823098.0DomainPH 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572551_26166823098.0DomainSH3 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572685_27756823098.0DomainNote=Ig-like C2-type
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572796_30526823098.0DomainProtein kinase
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11581292_14676822922.0DomainDH 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11581480_15916822922.0DomainPH 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11581656_17216822922.0DomainSH3 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11581969_21456822922.0DomainDH 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582157_22716822922.0DomainPH 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582551_26166822922.0DomainSH3 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582685_27756822922.0DomainNote=Ig-like C2-type
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582796_30526822922.0DomainProtein kinase
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1102802_28100597.0Nucleotide bindingATP
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11572802_28106823098.0Nucleotide bindingATP
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11582802_28106822922.0Nucleotide bindingATP
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+1101109_12160597.0RepeatNote=Spectrin 4
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+110311_4180597.0RepeatNote=Spectrin 1
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+110538_6440597.0RepeatNote=Spectrin 2
HgeneTRIOchr5:14336838chr5:14316620ENST00000344135+110878_9840597.0RepeatNote=Spectrin 3
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+11571109_12166823098.0RepeatNote=Spectrin 4
HgeneTRIOchr5:14336838chr5:14316620ENST00000344204+1157878_9846823098.0RepeatNote=Spectrin 3
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+11581109_12166822922.0RepeatNote=Spectrin 4
HgeneTRIOchr5:14336838chr5:14316620ENST00000537187+1158878_9846822922.0RepeatNote=Spectrin 3
TgeneTRIOchr5:14336838chr5:14316620ENST0000034420475765_2105003098.0DomainCRAL-TRIO
TgeneTRIOchr5:14336838chr5:14316620ENST0000053718775865_2105002922.0DomainCRAL-TRIO
TgeneTRIOchr5:14336838chr5:14316620ENST00000344204757311_4185003098.0RepeatNote=Spectrin 1
TgeneTRIOchr5:14336838chr5:14316620ENST00000537187758311_4185002922.0RepeatNote=Spectrin 1


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Fusion Gene Sequence for TRIO-TRIO


check button For in-frame fusion transcripts, we provide the fusion transcript sequences and fusion amino acid sequences. To have fusion amino acid sequence, we ran ORFfinder and chose the longest ORF among the all predicted ones.

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Fusion Gene PPI Analysis for TRIO-TRIO


check button Go to ChiPPI (Chimeric Protein-Protein interactions) to see the chimeric PPI interaction in

ChiPPI page.


check button Protein-protein interactors with each fusion partner protein in wild-type (BIOGRID-3.4.160)
HgeneHgene's interactorsTgeneTgene's interactors


check button - Retained PPIs in in-frame fusion.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenStill interaction with


check button - Lost PPIs in in-frame fusion.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenInteraction lost with


check button - Retained PPIs, but lost function due to frame-shift fusion.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenInteraction lost with


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Related Drugs for TRIO-TRIO


check button Drugs targeting genes involved in this fusion gene.
(DrugBank Version 5.1.8 2021-05-08)
PartnerGeneUniProtAccDrugBank IDDrug nameDrug activityDrug typeDrug status

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Related Diseases for TRIO-TRIO


check button Diseases associated with fusion partners.
(DisGeNet 4.0)
PartnerGeneDisease IDDisease name# pubmedsSource