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Center for Computational Systems Medicine
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Fusion Gene and Fusion Protein Summary

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Fusion Amino Acid Sequences (multiple BPs and multiple gene isoforms)

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Fusion Protein Breakpoint Sequences - (for the Screening of the FusionNeoAntigens)

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Potential FusionNeoAntigens in HLA I - (netMHCpan v4.1 + deepHLApan v1.1)

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Potential FusionNeoAntigens in HLA II - (netMHCIIpan v4.1)

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Fusion Breakpoint 14 AA Peptide Structure - (RoseTTAFold)

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D - (Glide)

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Vaccine Design for the FusionNeoAntigens (RNA/protein sequences)

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Potential target of CAR-T therapy development

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Information on the samples that have these potential fusion neoantigens

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Fusion Protein Targeting Drugs - (Manual Curation)

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Fusion Protein Related diseases - (Manual Curation)

Fusion Protein:GGH-ZFAND1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: GGH-ZFAND1
FusionPDB ID: 33026
FusionGDB2.0 ID: 33026
HgeneTgene
Gene symbol

GGH

ZFAND1

Gene ID

8836

79752

Gene namegamma-glutamyl hydrolasezinc finger AN1-type containing 1
SynonymsGH-
Cytomap

8q12.3

8q21.13

Type of geneprotein-codingprotein-coding
Descriptiongamma-glutamyl hydrolasegamma-Glu-X carboxypeptidasegamma-glutamyl hydrolase (conjugase, folylpolygammaglutamyl hydrolase)AN1-type zinc finger protein 1zinc finger AN1-type-containing protein 1zinc finger, AN1-type domain 1
Modification date2020031320200313
UniProtAcc

Q92820

Main function of 5'-partner protein: FUNCTION: Hydrolyzes the polyglutamate sidechains of pteroylpolyglutamates. Progressively removes gamma-glutamyl residues from pteroylpoly-gamma-glutamate to yield pteroyl-alpha-glutamate (folic acid) and free glutamate. May play an important role in the bioavailability of dietary pteroylpolyglutamates and in the metabolism of pteroylpolyglutamates and antifolates.
.
Ensembl transtripts involved in fusion geneENST idsENST00000260118, ENST00000518113, 
ENST00000517588, ENST00000519523, 
ENST00000521287, ENST00000521895, 
ENST00000522520, ENST00000519338, 
ENST00000220669, ENST00000523096, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score3 X 3 X 2=182 X 1 X 2=4
# samples 32
** MAII scorelog2(3/18*10)=0.736965594166206
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
log2(2/4*10)=2.32192809488736
Fusion gene context

PubMed: GGH [Title/Abstract] AND ZFAND1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: GGH [Title/Abstract] AND ZFAND1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)GGH(63930052)-ZFAND1(82630459), # samples:1
Anticipated loss of major functional domain due to fusion event.GGH-ZFAND1 seems lost the major protein functional domain in Hgene partner, which is a CGC by not retaining the major functional domain in the partially deleted in-frame ORF.
GGH-ZFAND1 seems lost the major protein functional domain in Hgene partner, which is a CGC by not retaining the major functional domain in the partially deleted in-frame ORF.
GGH-ZFAND1 seems lost the major protein functional domain in Hgene partner, which is a essential gene by not retaining the major functional domain in the partially deleted in-frame ORF.
GGH-ZFAND1 seems lost the major protein functional domain in Hgene partner, which is a essential gene by not retaining the major functional domain in the partially deleted in-frame ORF.
* 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 button Four levels of functional features of fusion genes
Go to FGviewer search page for the most frequent breakpoint (https://ccsmweb.uth.edu/FGviewer/chr8:63930052/chr8:82630459)
- 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 buttonRetention analysis results 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, are available here.

check buttonFusion gene breakpoints across GGH (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 ZFAND1 (3'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.
all structure


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Fusion Amino Acid Sequences


check buttonFusion information from ORFfinder translation from full-length transcript sequence from FusionPDB.
HenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrandSeq length
(transcript)
BP loci
(transcript)
Predicted start
(transcript)
Predicted stop
(transcript)
Seq length
(amino acids)
ENST00000260118GGHchr863930052-ENST00000523096ZFAND1chr882630459-294212382891968559
ENST00000260118GGHchr863930052-ENST00000220669ZFAND1chr882630459-296212382891989566

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
ENST00000260118ENST00000523096GGHchr863930052-ZFAND1chr882630459-0.0001308980.9998691
ENST00000260118ENST00000220669GGHchr863930052-ZFAND1chr882630459-0.0001214480.9998785

check button Predicted full-length fusion amino acid sequences. For individual full-length fusion transcript sequence from FusionPDB, we ran ORFfinder and chose the longest ORF among all the predicted ones.

Get the fusion protein sequences from here.

Fusion protein sequence information is available in the fasta format.
>FusionGDB ID_FusionGDB isoform ID_FGname_Hgene_Hchr_Hbp_Henst_Tgene_Tchr_Tbp_Tenst_length(fusion AA) seq_BP

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Fusion Protein Breakpoint Sequences for GGH-ZFAND1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
GGHchr863930052ZFAND1chr8826304591238316KTAFYLAEFFVNEDFLPFVCDDCSGI

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Potential FusionNeoAntigen Information of GGH-ZFAND1 in HLA I

check button Multiple sequence alignments of the potential FusionNeoAntigens per fusion breakpoints. If the MSA is empty, then it means that there were predicted fusion neoantigens in this fusion breakpoint, but those predicted fusion neoantigens were not across the breakpoint, which is not fusion-specific.
GGH-ZFAND1_63930052_82630459.msa

check button Potential FusionNeoAntigen Information
* We used NetMHCpan v4.1 (%rank<0.5) and deepHLApan v1.1 (immunogenic score>0.5)
Fusion geneHchrHbpTgeneTchrTbpHLA IFusionNeoAntigen peptideBinding scoreImmunogenic scoreNeoantigen start (at BP 13)Neoantigen end (at BP 13)
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:01FVNEDFLPF0.9970.9623918
GGH-ZFAND1chr863930052chr8826304591238HLA-B44:03AEFFVNEDF0.99660.9554615
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:02FVNEDFLPF0.99630.9667918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:25FVNEDFLPF0.9960.9615918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:08FVNEDFLPF0.99390.8575918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:01FVNEDFLPF0.99150.9351918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:05FVNEDFLPF0.98130.6059918
GGH-ZFAND1chr863930052chr8826304591238HLA-B18:01AEFFVNEDF0.96180.9398615
GGH-ZFAND1chr863930052chr8826304591238HLA-B47:01AEFFVNEDF0.9570.5807615
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:02FVNEDFLPF0.75120.8839918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:04FVNEDFLPF0.75120.8839918
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:21FVNEDFLPFV0.99690.6542919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:60FVNEDFLPFV0.99650.5072919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:30FVNEDFLPFV0.99610.5167919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:67FVNEDFLPFV0.99610.5167919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:24FVNEDFLPFV0.99610.5167919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:35FVNEDFLPFV0.99590.5546919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:11FVNEDFLPFV0.99550.559919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:20FVNEDFLPFV0.99530.5206919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:29FVNEDFLPFV0.99520.5216919
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:21FVNEDFLPF0.99640.9581918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:31FVNEDFLPF0.99190.9264918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:08FVNEDFLPF0.98830.937918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:05FVNEDFLPF0.98720.9184918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:19FVNEDFLPF0.98140.9927918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:07FVNEDFLPF0.95140.9858918
GGH-ZFAND1chr863930052chr8826304591238HLA-C15:04FVNEDFLPF0.93210.9152918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:14FVNEDFLPF0.92850.985918
GGH-ZFAND1chr863930052chr8826304591238HLA-C04:06FVNEDFLPF0.85190.8035918
GGH-ZFAND1chr863930052chr8826304591238HLA-C08:04FVNEDFLPF0.79240.9667918
GGH-ZFAND1chr863930052chr8826304591238HLA-C08:13FVNEDFLPF0.79240.9667918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:12FVNEDFLPF0.75120.8839918
GGH-ZFAND1chr863930052chr8826304591238HLA-C08:03FVNEDFLPF0.72340.9751918
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:07FVNEDFLPFV0.99670.5511919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:01FVNEDFLPFV0.99610.5167919
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:125FVNEDFLPF0.9970.9623918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:33FVNEDFLPF0.9970.9623918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:34FVNEDFLPF0.9970.9623918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:11FVNEDFLPF0.9970.944918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:27FVNEDFLPF0.9970.931918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:08FVNEDFLPF0.99690.9494918
GGH-ZFAND1chr863930052chr8826304591238HLA-B44:07AEFFVNEDF0.99660.9554615
GGH-ZFAND1chr863930052chr8826304591238HLA-B44:13AEFFVNEDF0.99660.9554615
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:03FVNEDFLPF0.99660.9919918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:04FVNEDFLPF0.99660.9919918
GGH-ZFAND1chr863930052chr8826304591238HLA-B44:26AEFFVNEDF0.99660.9554615
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:135FVNEDFLPF0.99640.9567918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:50FVNEDFLPF0.99620.9655918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:43FVNEDFLPF0.99570.9466918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:11FVNEDFLPF0.99560.956918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:02FVNEDFLPF0.99550.9834918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:39FVNEDFLPF0.99540.9198918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:12FVNEDFLPF0.9930.9722918
GGH-ZFAND1chr863930052chr8826304591238HLA-C12:02FVNEDFLPF0.99260.9777918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:77FVNEDFLPF0.99150.9351918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:67FVNEDFLPF0.99150.9848918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:23FVNEDFLPF0.9910.8404918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:20FVNEDFLPF0.99010.9531918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:20FVNEDFLPF0.9880.9466918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:28FVNEDFLPF0.9850.9464918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:13FVNEDFLPF0.98330.6113918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:30FVNEDFLPF0.98160.8253918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:17FVNEDFLPF0.98160.8253918
GGH-ZFAND1chr863930052chr8826304591238HLA-A25:01FVNEDFLPF0.97840.848918
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:05FVNEDFLPF0.97490.9536918
GGH-ZFAND1chr863930052chr8826304591238HLA-B18:06AEFFVNEDF0.96760.9398615
GGH-ZFAND1chr863930052chr8826304591238HLA-B18:05AEFFVNEDF0.96180.9398615
GGH-ZFAND1chr863930052chr8826304591238HLA-B18:08AEFFVNEDF0.95670.9213615
GGH-ZFAND1chr863930052chr8826304591238HLA-B40:04AEFFVNEDF0.95470.6184615
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:24FVNEDFLPF0.94550.9662918
GGH-ZFAND1chr863930052chr8826304591238HLA-B18:03AEFFVNEDF0.93450.9352615
GGH-ZFAND1chr863930052chr8826304591238HLA-C15:09FVNEDFLPF0.93210.9152918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:30FVNEDFLPF0.8010.8078918
GGH-ZFAND1chr863930052chr8826304591238HLA-B18:11AEFFVNEDF0.79750.9107615
GGH-ZFAND1chr863930052chr8826304591238HLA-C03:06FVNEDFLPF0.79190.992918
GGH-ZFAND1chr863930052chr8826304591238HLA-B35:09FVNEDFLPF0.75120.8839918
GGH-ZFAND1chr863930052chr8826304591238HLA-C08:01FVNEDFLPF0.72340.9751918
GGH-ZFAND1chr863930052chr8826304591238HLA-C02:02FVNEDFLPF0.41960.986918
GGH-ZFAND1chr863930052chr8826304591238HLA-C02:10FVNEDFLPF0.41960.986918
GGH-ZFAND1chr863930052chr8826304591238HLA-B15:53AEFFVNEDF0.30960.9088615
GGH-ZFAND1chr863930052chr8826304591238HLA-B41:03AEFFVNEDF0.23220.7377615
GGH-ZFAND1chr863930052chr8826304591238HLA-B48:02AEFFVNEDF0.06510.9181615
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:06FVNEDFLPFV0.99690.6542919
GGH-ZFAND1chr863930052chr8826304591238HLA-A02:14FVNEDFLPFV0.99690.5752919
GGH-ZFAND1chr863930052chr8826304591238HLA-A69:01FVNEDFLPFV0.99440.7205919

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Potential FusionNeoAntigen Information of GGH-ZFAND1 in HLA II

check button Multiple sequence alignments of the potential FusionNeoAntigens per fusion breakpoints. If the MSA is empty, then it means that there were predicted fusion neoantigens in this fusion breakpoint, but those predicted fusion neoantigens were not across the breakpoint, which is not fusion-specific.

check button Potential FusionNeoAntigen Information
* We used NetMHCIIpan v4.1 (%rank<0.5).
Fusion geneHchrHbpTgeneTchrTbpHLA IIFusionNeoAntigen peptideNeoantigen start (at BP 13)Neoantigen end (at BP 13)

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Fusion breakpoint peptide structures of GGH-ZFAND1

check button3D structures of the fusion breakpoint peptide of 14AA sequence that have potential fusion neoantigens
* The minimum length of the amino acid sequence in RoseTTAFold is 14AA. Here, we predicted the 14AA fusion protein breakpoint sequence not the fusion neoantigen peptide, which is shorter than 14 AA.
File nameBPseqHgeneTgeneHchrHbpTchrTbpAAlen
151AEFFVNEDFLPFVCGGHZFAND1chr863930052chr8826304591238

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of GGH-ZFAND1

check buttonVirtual screening between 25 HLAs (from PDB) and FusionNeoAntigens
* We used Glide to predict the interaction between HLAs and neoantigens.
HLA allelePDB IDFile nameBPseqDocking scoreGlide score
HLA-B14:023BVN151AEFFVNEDFLPFVC-7.9962-8.1096
HLA-B14:023BVN151AEFFVNEDFLPFVC-5.70842-6.74372
HLA-B52:013W39151AEFFVNEDFLPFVC-6.83737-6.95077
HLA-B52:013W39151AEFFVNEDFLPFVC-4.4836-5.5189
HLA-A11:014UQ2151AEFFVNEDFLPFVC-10.0067-10.1201
HLA-A11:014UQ2151AEFFVNEDFLPFVC-9.03915-10.0745
HLA-A24:025HGA151AEFFVNEDFLPFVC-6.56204-6.67544
HLA-A24:025HGA151AEFFVNEDFLPFVC-5.42271-6.45801
HLA-B44:053DX8151AEFFVNEDFLPFVC-7.85648-8.89178
HLA-B44:053DX8151AEFFVNEDFLPFVC-5.3978-5.5112
HLA-A02:016TDR151AEFFVNEDFLPFVC-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of GGH-ZFAND1

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-Is.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptide sequenceFusionNeoAntigen RNA sequence
GGH-ZFAND1chr863930052chr882630459615AEFFVNEDFCAGAGTTTTTTGTTAATGAAGATTTTC
GGH-ZFAND1chr863930052chr882630459918FVNEDFLPFTTGTTAATGAAGATTTTCTTCCATTTG
GGH-ZFAND1chr863930052chr882630459919FVNEDFLPFVTTGTTAATGAAGATTTTCTTCCATTTGTGT

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence

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Information of the samples that have these potential fusion neoantigens of GGH-ZFAND1

check button These samples were reported as having these fusion breakpoints. For individual breakpoints, we checked the open reading frames considering multiple gene isoforms and chose the in-frame fusion genes only. Then, we made fusion protein sequences and predicted the fusion neoantigens. These fusion-positive samples may have these potential fusion neoantigens.
Cancer typeFusion geneHchrHbpHenstTchrTbpTenstSample
BRCAGGH-ZFAND1chr863930052ENST00000260118chr882630459ENST00000220669TCGA-E9-A5FL-01A

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Potential target of CAR-T therapy development for GGH-ZFAND1

check button Predicted 3D structure. We used RoseTTAFold.

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, to provide the retention of the transmembrane domain, we only show the protein feature retention information of those transmembrane features


* Minus value of BPloci means that the break point is located before the CDS.
- In-frame and retained 'Transmembrane'.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenProtein featureProtein feature note

check button Subcellular localization prediction of the transmembrane domain retained fusion proteins
* We used DeepLoc 1.0. The order of the X-axis of the barplot is as follows: Entry_ID, Localization, Type, Nucleus, Cytoplasm, Extracellular, Mitochondrion, Cell_membrane, Endoplasmic_reticulum, Plastid, Golgi.apparatus, Lysosome.Vacuole, Peroxisome. Y-axis is the output score of DeepLoc. Clicking the image will open a new tab with a large image.
HgeneHchrHbpHenstTgeneTchrTbpTenstDeepLoc result

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Related Drugs to GGH-ZFAND1

check button Drugs used for this fusion-positive patient.
(Manual curation of PubMed, 04-30-2022 + MyCancerGenome)
HgeneTgeneDrugSourcePMID

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Related Diseases to GGH-ZFAND1

check button Diseases that have this fusion gene.
(Manual curation of PubMed, 04-30-2022 + MyCancerGenome)
HgeneTgeneDiseaseSourcePMID

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