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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:RNF111-TCF12

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RNF111-TCF12
FusionPDB ID: 74700
FusionGDB2.0 ID: 74700
HgeneTgene
Gene symbol

RNF111

TCF12

Gene ID

54778

6938

Gene namering finger protein 111transcription factor 12
SynonymsARK|hRNF111CRS3|HEB|HTF4|HsT17266|TCF-12|bHLHb20|p64
Cytomap

15q22.1-q22.2

15q21.3

Type of geneprotein-codingprotein-coding
DescriptionE3 ubiquitin-protein ligase ArkadiaArkadiaRING-type E3 ubiquitin transferase Arkadiatranscription factor 12DNA-binding protein HTF4E-box-binding proteinclass B basic helix-loop-helix protein 20helix-loop-helix transcription factor 4transcription factor HTF-4
Modification date2020032720200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000348370, ENST00000434298, 
ENST00000557998, ENST00000559209, 
ENST00000561186, ENST00000560080, 
ENST00000343827, ENST00000537840, 
ENST00000543579, ENST00000559703, 
ENST00000559710, ENST00000560764, 
ENST00000267811, ENST00000333725, 
ENST00000438423, ENST00000452095, 
ENST00000557843, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score11 X 8 X 9=79221 X 22 X 8=3696
# samples 1426
** MAII scorelog2(14/792*10)=-2.50007360313464
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(26/3696*10)=-3.8293812283876
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: RNF111 [Title/Abstract] AND TCF12 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RNF111 [Title/Abstract] AND TCF12 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RNF111(59359282)-TCF12(57383987), # samples:1
RNF111(59280267)-TCF12(57565228), # samples:1
TCF12(57526305)-RNF111(59323003), # samples:1
Anticipated loss of major functional domain due to fusion event.RNF111-TCF12 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.
RNF111-TCF12 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.
RNF111-TCF12 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.
RNF111-TCF12 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
TgeneTCF12

GO:0045944

positive regulation of transcription by RNA polymerase II

11802795



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/chr15:59359282/chr15:57383987)
- 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 RNF111 (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 TCF12 (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)
ENST00000348370RNF111chr1559359282-ENST00000438423TCF12chr1557383987+6387211943340171194
ENST00000348370RNF111chr1559359282-ENST00000267811TCF12chr1557383987+7654211943339451170
ENST00000348370RNF111chr1559359282-ENST00000452095TCF12chr1557383987+6387211943340171194
ENST00000348370RNF111chr1559359282-ENST00000333725TCF12chr1557383987+6381211943340171194
ENST00000348370RNF111chr1559359282-ENST00000557843TCF12chr1557383987+5886211943339451170
ENST00000434298RNF111chr1559359282-ENST00000438423TCF12chr1557383987+6376210842240061194
ENST00000434298RNF111chr1559359282-ENST00000267811TCF12chr1557383987+7643210842239341170
ENST00000434298RNF111chr1559359282-ENST00000452095TCF12chr1557383987+6376210842240061194
ENST00000434298RNF111chr1559359282-ENST00000333725TCF12chr1557383987+6370210842240061194
ENST00000434298RNF111chr1559359282-ENST00000557843TCF12chr1557383987+5875210842239341170
ENST00000559209RNF111chr1559359282-ENST00000438423TCF12chr1557383987+6090182213637201194
ENST00000559209RNF111chr1559359282-ENST00000267811TCF12chr1557383987+7357182213636481170
ENST00000559209RNF111chr1559359282-ENST00000452095TCF12chr1557383987+6090182213637201194
ENST00000559209RNF111chr1559359282-ENST00000333725TCF12chr1557383987+6084182213637201194
ENST00000559209RNF111chr1559359282-ENST00000557843TCF12chr1557383987+5589182213636481170
ENST00000557998RNF111chr1559359282-ENST00000438423TCF12chr1557383987+6241197328738711194
ENST00000557998RNF111chr1559359282-ENST00000267811TCF12chr1557383987+7508197328737991170
ENST00000557998RNF111chr1559359282-ENST00000452095TCF12chr1557383987+6241197328738711194
ENST00000557998RNF111chr1559359282-ENST00000333725TCF12chr1557383987+6235197328738711194
ENST00000557998RNF111chr1559359282-ENST00000557843TCF12chr1557383987+5740197328737991170
ENST00000561186RNF111chr1559359282-ENST00000438423TCF12chr1557383987+59541686035841194
ENST00000561186RNF111chr1559359282-ENST00000267811TCF12chr1557383987+72211686035121170
ENST00000561186RNF111chr1559359282-ENST00000452095TCF12chr1557383987+59541686035841194
ENST00000561186RNF111chr1559359282-ENST00000333725TCF12chr1557383987+59481686035841194
ENST00000561186RNF111chr1559359282-ENST00000557843TCF12chr1557383987+54531686035121170

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
ENST00000348370ENST00000438423RNF111chr1559359282-TCF12chr1557383987+0.0005126850.9994873
ENST00000348370ENST00000267811RNF111chr1559359282-TCF12chr1557383987+0.0004732810.99952674
ENST00000348370ENST00000452095RNF111chr1559359282-TCF12chr1557383987+0.0005126850.9994873
ENST00000348370ENST00000333725RNF111chr1559359282-TCF12chr1557383987+0.0005182720.99948174
ENST00000348370ENST00000557843RNF111chr1559359282-TCF12chr1557383987+0.001143880.99885607
ENST00000434298ENST00000438423RNF111chr1559359282-TCF12chr1557383987+0.0005135310.99948645
ENST00000434298ENST00000267811RNF111chr1559359282-TCF12chr1557383987+0.0004692070.9995308
ENST00000434298ENST00000452095RNF111chr1559359282-TCF12chr1557383987+0.0005135310.99948645
ENST00000434298ENST00000333725RNF111chr1559359282-TCF12chr1557383987+0.0005191460.9994809
ENST00000434298ENST00000557843RNF111chr1559359282-TCF12chr1557383987+0.0011420240.998858
ENST00000559209ENST00000438423RNF111chr1559359282-TCF12chr1557383987+0.0003441910.99965584
ENST00000559209ENST00000267811RNF111chr1559359282-TCF12chr1557383987+0.0003240270.999676
ENST00000559209ENST00000452095RNF111chr1559359282-TCF12chr1557383987+0.0003441910.99965584
ENST00000559209ENST00000333725RNF111chr1559359282-TCF12chr1557383987+0.0003481710.9996518
ENST00000559209ENST00000557843RNF111chr1559359282-TCF12chr1557383987+0.0007988170.99920124
ENST00000557998ENST00000438423RNF111chr1559359282-TCF12chr1557383987+0.0003789690.99962103
ENST00000557998ENST00000267811RNF111chr1559359282-TCF12chr1557383987+0.0003773720.9996226
ENST00000557998ENST00000452095RNF111chr1559359282-TCF12chr1557383987+0.0003789690.99962103
ENST00000557998ENST00000333725RNF111chr1559359282-TCF12chr1557383987+0.0003832250.99961674
ENST00000557998ENST00000557843RNF111chr1559359282-TCF12chr1557383987+0.0008824290.99911755
ENST00000561186ENST00000438423RNF111chr1559359282-TCF12chr1557383987+0.0003424770.9996575
ENST00000561186ENST00000267811RNF111chr1559359282-TCF12chr1557383987+0.0002868530.9997131
ENST00000561186ENST00000452095RNF111chr1559359282-TCF12chr1557383987+0.0003424770.9996575
ENST00000561186ENST00000333725RNF111chr1559359282-TCF12chr1557383987+0.0003462080.9996538
ENST00000561186ENST00000557843RNF111chr1559359282-TCF12chr1557383987+0.00079460.9992054

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 RNF111-TCF12

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RNF111chr1559359282TCF12chr15573839871686562GANSSSGTSYHEQGFTDSPHYSDHLN
RNF111chr1559359282TCF12chr15573839871822562GANSSSGTSYHEQGFTDSPHYSDHLN
RNF111chr1559359282TCF12chr15573839871973562GANSSSGTSYHEQGFTDSPHYSDHLN
RNF111chr1559359282TCF12chr15573839872108562GANSSSGTSYHEQGFTDSPHYSDHLN
RNF111chr1559359282TCF12chr15573839872119562GANSSSGTSYHEQGFTDSPHYSDHLN

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Potential FusionNeoAntigen Information of RNF111-TCF12 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.
RNF111-TCF12_59359282_57383987.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)
RNF111-TCF12chr1559359282chr15573839872119HLA-B45:01HEQGFTDSP0.97910.81621019
RNF111-TCF12chr1559359282chr15573839872119HLA-B50:02HEQGFTDSP0.96690.59941019
RNF111-TCF12chr1559359282chr15573839872119HLA-B41:01HEQGFTDSP0.37160.89151019
RNF111-TCF12chr1559359282chr15573839872119HLA-B50:01HEQGFTDSP0.32880.67161019
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:01EQGFTDSPHY0.98490.68561121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:02EQGFTDSPHY0.88670.80181121
RNF111-TCF12chr1559359282chr15573839872119HLA-B44:03HEQGFTDSPHY0.99950.791021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:01HEQGFTDSPHY0.98630.77281021
RNF111-TCF12chr1559359282chr15573839872119HLA-B40:06HEQGFTDSP0.96980.76981019
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:21EQGFTDSPHY0.88380.75421121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:05EQGFTDSPHY0.87270.6791121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:31EQGFTDSPHY0.84780.6871121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:20QGFTDSPHY0.98360.9311221
RNF111-TCF12chr1559359282chr15573839872119HLA-B35:28QGFTDSPHY0.97170.93441221
RNF111-TCF12chr1559359282chr15573839872119HLA-B35:20QGFTDSPHY0.96260.93921221
RNF111-TCF12chr1559359282chr15573839872119HLA-B50:04HEQGFTDSP0.32880.67161019
RNF111-TCF12chr1559359282chr15573839872119HLA-B50:05HEQGFTDSP0.32880.67161019
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:125EQGFTDSPHY0.98490.68561121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:33EQGFTDSPHY0.98490.68561121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:34EQGFTDSPHY0.98490.68561121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:135EQGFTDSPHY0.98120.68881121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:53EQGFTDSPHY0.96340.64961121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:50EQGFTDSPHY0.96120.73561121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:12EQGFTDSPHY0.90120.73021121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:54EQGFTDSPHY0.87870.62851121
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:20EQGFTDSPHY0.86590.76031121
RNF111-TCF12chr1559359282chr15573839872119HLA-B35:28EQGFTDSPHY0.82960.77251121
RNF111-TCF12chr1559359282chr15573839872119HLA-B35:20EQGFTDSPHY0.82040.78361121
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:04EQGFTDSPHY0.74390.75881121
RNF111-TCF12chr1559359282chr15573839872119HLA-B48:02EQGFTDSPHY0.63490.74451121
RNF111-TCF12chr1559359282chr15573839872119HLA-B44:26HEQGFTDSPHY0.99950.791021
RNF111-TCF12chr1559359282chr15573839872119HLA-B44:13HEQGFTDSPHY0.99950.791021
RNF111-TCF12chr1559359282chr15573839872119HLA-B44:07HEQGFTDSPHY0.99950.791021
RNF111-TCF12chr1559359282chr15573839872119HLA-B15:53HEQGFTDSPHY0.99860.71021021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:11HEQGFTDSPHY0.99620.70991021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:04HEQGFTDSPHY0.99010.78061021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:08HEQGFTDSPHY0.990.74621021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:06HEQGFTDSPHY0.98850.77611021
RNF111-TCF12chr1559359282chr15573839872119HLA-B35:20HEQGFTDSPHY0.98740.76531021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:05HEQGFTDSPHY0.98630.77281021
RNF111-TCF12chr1559359282chr15573839872119HLA-B18:03HEQGFTDSPHY0.98430.75921021
RNF111-TCF12chr1559359282chr15573839872119HLA-B48:02HEQGFTDSPHY0.93090.73731021

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Potential FusionNeoAntigen Information of RNF111-TCF12 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 RNF111-TCF12

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
3181GTSYHEQGFTDSPHRNF111TCF12chr1559359282chr15573839872119

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RNF111-TCF12

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-B14:023BVN3181GTSYHEQGFTDSPH-6.07233-6.07953
HLA-B52:013W393181GTSYHEQGFTDSPH-5.45645-5.46365
HLA-A24:025HGA3181GTSYHEQGFTDSPH-3.85827-3.86547
HLA-B44:053DX83181GTSYHEQGFTDSPH-4.76301-4.77021

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Vaccine Design for the FusionNeoAntigens of RNF111-TCF12

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
RNF111-TCF12chr1559359282chr15573839871019HEQGFTDSPCATGAACAGGGTTTTACAGACAGCCCT
RNF111-TCF12chr1559359282chr15573839871021HEQGFTDSPHYCATGAACAGGGTTTTACAGACAGCCCTCATTAC
RNF111-TCF12chr1559359282chr15573839871121EQGFTDSPHYGAACAGGGTTTTACAGACAGCCCTCATTAC
RNF111-TCF12chr1559359282chr15573839871221QGFTDSPHYCAGGGTTTTACAGACAGCCCTCATTAC

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 RNF111-TCF12

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
BRCARNF111-TCF12chr1559359282ENST00000348370chr1557383987ENST00000267811TCGA-B6-A0RT-01A

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Potential target of CAR-T therapy development for RNF111-TCF12

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 RNF111-TCF12

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 RNF111-TCF12

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