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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:FGGY-CDH17

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: FGGY-CDH17
FusionPDB ID: 30331
FusionGDB2.0 ID: 30331
HgeneTgene
Gene symbol

FGGY

CDH17

Gene ID

55277

1015

Gene nameFGGY carbohydrate kinase domain containingcadherin 17
Synonyms-CDH16|HPT-1|HPT1
Cytomap

1p32.1

8q22.1

Type of geneprotein-codingprotein-coding
DescriptionFGGY carbohydrate kinase domain-containing proteinD-ribulokinasecadherin-17HPT-1 cadherinLI cadherincadherin 17, LI cadherin (liver-intestine)cadherin-16human intestinal peptide-associated transporter HPT-1human peptide transporter 1intestinal peptide-associated transporter HPT-1liver-intestine cadherin
Modification date2020031320200313
UniProtAcc

Q96C11

Main function of 5'-partner protein:

Q12864

Main function of 5'-partner protein: FUNCTION: Cadherins are calcium-dependent cell adhesion proteins. They preferentially interact with themselves in a homophilic manner in connecting cells; cadherins may thus contribute to the sorting of heterogeneous cell types. LI-cadherin may have a role in the morphological organization of liver and intestine. Involved in intestinal peptide transport. {ECO:0000269|PubMed:8153632}.
Ensembl transtripts involved in fusion geneENST idsENST00000474476, ENST00000303721, 
ENST00000371212, ENST00000371218, 
ENST00000371210, 
ENST00000027335, 
ENST00000441892, ENST00000450165, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score12 X 9 X 5=5406 X 6 X 3=108
# samples 116
** MAII scorelog2(11/540*10)=-2.29545588352617
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(6/108*10)=-0.84799690655495
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: FGGY [Title/Abstract] AND CDH17 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: FGGY [Title/Abstract] AND CDH17 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)FGGY(59978111)-CDH17(95174390), # samples:3
Anticipated loss of major functional domain due to fusion event.FGGY-CDH17 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.
FGGY-CDH17 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.
FGGY-CDH17 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.
FGGY-CDH17 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
HgeneFGGY

GO:0019321

pentose metabolic process

27909055

HgeneFGGY

GO:0046835

carbohydrate phosphorylation

27909055



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/chr1:59978111/chr8:95174390)
- 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 FGGY (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 CDH17 (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)
ENST00000371218FGGYchr159978111+ENST00000027335CDH17chr895174390-32699831422199685
ENST00000371218FGGYchr159978111+ENST00000441892CDH17chr895174390-24549831422085647
ENST00000371218FGGYchr159978111+ENST00000450165CDH17chr895174390-22009831422199686
ENST00000303721FGGYchr159978111+ENST00000027335CDH17chr895174390-32599731322189685
ENST00000303721FGGYchr159978111+ENST00000441892CDH17chr895174390-24449731322075647
ENST00000303721FGGYchr159978111+ENST00000450165CDH17chr895174390-21909731322189685
ENST00000371212FGGYchr159978111+ENST00000027335CDH17chr895174390-29256391041855583
ENST00000371212FGGYchr159978111+ENST00000441892CDH17chr895174390-21106391041741545
ENST00000371212FGGYchr159978111+ENST00000450165CDH17chr895174390-18566391041855584

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
ENST00000371218ENST00000027335FGGYchr159978111+CDH17chr895174390-0.0003418420.9996581
ENST00000371218ENST00000441892FGGYchr159978111+CDH17chr895174390-0.0004393560.99956065
ENST00000371218ENST00000450165FGGYchr159978111+CDH17chr895174390-0.0004573490.9995427
ENST00000303721ENST00000027335FGGYchr159978111+CDH17chr895174390-0.0003492910.9996507
ENST00000303721ENST00000441892FGGYchr159978111+CDH17chr895174390-0.0004503490.99954957
ENST00000303721ENST00000450165FGGYchr159978111+CDH17chr895174390-0.0004756680.99952435
ENST00000371212ENST00000027335FGGYchr159978111+CDH17chr895174390-0.0010108390.99898916
ENST00000371212ENST00000441892FGGYchr159978111+CDH17chr895174390-0.0016332910.9983668
ENST00000371212ENST00000450165FGGYchr159978111+CDH17chr895174390-0.0017054290.99829453

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 FGGY-CDH17

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
FGGYchr159978111CDH17chr895174390639178VAASLIDAHAGGLDFKTLCFVQINVI
FGGYchr159978111CDH17chr895174390973280VAASLIDAHAGGLDFKTLCFVQINVI
FGGYchr159978111CDH17chr895174390983280VAASLIDAHAGGLDFKTLCFVQINVI

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Potential FusionNeoAntigen Information of FGGY-CDH17 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.
FGGY-CDH17_59978111_95174390.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)
FGGY-CDH17chr159978111chr895174390973HLA-B35:08DAHAGGLDF0.96850.8948615
FGGY-CDH17chr159978111chr895174390973HLA-B35:01DAHAGGLDF0.94250.8734615
FGGY-CDH17chr159978111chr895174390973HLA-B35:05DAHAGGLDF0.79840.6521615
FGGY-CDH17chr159978111chr895174390973HLA-B39:01AHAGGLDFKTL0.99940.9709718
FGGY-CDH17chr159978111chr895174390973HLA-B39:24AHAGGLDFKTL0.99940.593718
FGGY-CDH17chr159978111chr895174390973HLA-B38:02AHAGGLDFKTL0.99890.9899718
FGGY-CDH17chr159978111chr895174390973HLA-B38:01AHAGGLDFKTL0.99860.9905718
FGGY-CDH17chr159978111chr895174390973HLA-B15:10AHAGGLDFKTL0.99550.6969718
FGGY-CDH17chr159978111chr895174390973HLA-B15:37AHAGGLDFKTL0.95520.6642718
FGGY-CDH17chr159978111chr895174390973HLA-B07:10AHAGGLDFKTL0.95360.5558718
FGGY-CDH17chr159978111chr895174390973HLA-C04:10GLDFKTLCF0.99740.85331120
FGGY-CDH17chr159978111chr895174390973HLA-C05:09GLDFKTLCF0.99730.94781120
FGGY-CDH17chr159978111chr895174390973HLA-C04:07GLDFKTLCF0.99680.86381120
FGGY-CDH17chr159978111chr895174390973HLA-B39:09AHAGGLDFKTL0.99920.7549718
FGGY-CDH17chr159978111chr895174390973HLA-B39:05AHAGGLDFKTL0.99880.9635718
FGGY-CDH17chr159978111chr895174390973HLA-C05:01GLDFKTLCF0.99730.94781120
FGGY-CDH17chr159978111chr895174390973HLA-C04:03GLDFKTLCF0.99730.90431120
FGGY-CDH17chr159978111chr895174390973HLA-C04:01GLDFKTLCF0.99680.86381120
FGGY-CDH17chr159978111chr895174390973HLA-C18:01GLDFKTLCF0.99570.89011120
FGGY-CDH17chr159978111chr895174390973HLA-B35:24DAHAGGLDF0.98090.8377615
FGGY-CDH17chr159978111chr895174390973HLA-B35:77DAHAGGLDF0.94250.8734615
FGGY-CDH17chr159978111chr895174390973HLA-B35:23DAHAGGLDF0.93840.8761615
FGGY-CDH17chr159978111chr895174390973HLA-B35:11DAHAGGLDF0.90040.8866615
FGGY-CDH17chr159978111chr895174390973HLA-B35:17DAHAGGLDF0.80340.7938615
FGGY-CDH17chr159978111chr895174390973HLA-B35:30DAHAGGLDF0.80340.7938615
FGGY-CDH17chr159978111chr895174390973HLA-B18:07DAHAGGLDF0.40390.8448615
FGGY-CDH17chr159978111chr895174390973HLA-B15:08DAHAGGLDF0.270.8718615
FGGY-CDH17chr159978111chr895174390973HLA-B35:43DAHAGGLDF0.24660.8752615
FGGY-CDH17chr159978111chr895174390973HLA-B15:11DAHAGGLDF0.2420.8683615
FGGY-CDH17chr159978111chr895174390973HLA-B38:05AHAGGLDFKTL0.99860.9905718
FGGY-CDH17chr159978111chr895174390973HLA-B15:09AHAGGLDFKTL0.99480.9271718
FGGY-CDH17chr159978111chr895174390973HLA-B39:11AHAGGLDFKTL0.99210.9485718

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Potential FusionNeoAntigen Information of FGGY-CDH17 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 FGGY-CDH17

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
990DAHAGGLDFKTLCFFGGYCDH17chr159978111chr895174390973

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of FGGY-CDH17

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-B14:023BVN990DAHAGGLDFKTLCF-7.15543-7.26883
HLA-B14:023BVN990DAHAGGLDFKTLCF-4.77435-5.80965
HLA-B52:013W39990DAHAGGLDFKTLCF-6.80875-6.92215
HLA-B52:013W39990DAHAGGLDFKTLCF-4.20386-5.23916
HLA-A11:014UQ2990DAHAGGLDFKTLCF-7.5194-8.5547
HLA-A11:014UQ2990DAHAGGLDFKTLCF-6.9601-7.0735
HLA-A24:025HGA990DAHAGGLDFKTLCF-7.52403-7.63743
HLA-A24:025HGA990DAHAGGLDFKTLCF-5.82433-6.85963
HLA-B27:056PYJ990DAHAGGLDFKTLCF-3.28285-4.31815
HLA-B44:053DX8990DAHAGGLDFKTLCF-5.91172-6.94702
HLA-B44:053DX8990DAHAGGLDFKTLCF-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of FGGY-CDH17

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
FGGY-CDH17chr159978111chr8951743901120GLDFKTLCFGACTAGATTTCAAGACCCTTTGTTTTG
FGGY-CDH17chr159978111chr895174390615DAHAGGLDFATGCCCATGCAGGAGGACTAGATTTCA
FGGY-CDH17chr159978111chr895174390718AHAGGLDFKTLCCCATGCAGGAGGACTAGATTTCAAGACCCTTT

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 FGGY-CDH17

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
BRCAFGGY-CDH17chr159978111ENST00000303721chr895174390ENST00000027335TCGA-D8-A4Z1-01A

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Potential target of CAR-T therapy development for FGGY-CDH17

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
TgeneCDH17chr1:59978111chr8:95174390ENST00000027335918788_8080833.0TransmembraneHelical
TgeneCDH17chr1:59978111chr8:95174390ENST00000450165918788_8080833.0TransmembraneHelical

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 FGGY-CDH17

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 FGGY-CDH17

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