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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:RECK-OCIAD1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RECK-OCIAD1
FusionPDB ID: 73373
FusionGDB2.0 ID: 73373
HgeneTgene
Gene symbol

RECK

OCIAD1

Gene ID

8434

54940

Gene namereversion inducing cysteine rich protein with kazal motifsOCIA domain containing 1
SynonymsST15ASRIJ|OCIA|TPA018
Cytomap

9p13.3

4p11

Type of geneprotein-codingprotein-coding
Descriptionreversion-inducing cysteine-rich protein with Kazal motifsmembrane-anchored glycoprotein (metastasis and invasion)suppression of tumorigenicity 15 (reversion-inducing-cysteine-rich protein with kazal motifs)suppression of tumorigenicity 5 (reversion-inOCIA domain-containing protein 1ovarian cancer immunoreactive antigen domain containing 1ovarian cancer immunoreactive antigen domain containing 1Aovarian carcinoma immunoreactive antigen
Modification date2020032220200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000479053, ENST00000377966, 
ENST00000509122, ENST00000264312, 
ENST00000381473, ENST00000396448, 
ENST00000425583, ENST00000444354, 
ENST00000506801, ENST00000508293, 
ENST00000512981, ENST00000513391, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score9 X 7 X 6=37812 X 11 X 7=924
# samples 1014
** MAII scorelog2(10/378*10)=-1.91838623444635
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(14/924*10)=-2.72246602447109
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: RECK [Title/Abstract] AND OCIAD1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RECK [Title/Abstract] AND OCIAD1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RECK(36060152)-OCIAD1(48859230), # samples:1
Anticipated loss of major functional domain due to fusion event.RECK-OCIAD1 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.
RECK-OCIAD1 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.
RECK-OCIAD1 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.
RECK-OCIAD1 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
HgeneRECK

GO:1904684

negative regulation of metalloendopeptidase activity

18194466



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/chr9:36060152/chr4:48859230)
- 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 RECK (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 OCIAD1 (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)
ENST00000377966RECKchr936060152+ENST00000509122OCIAD1chr448859230+15158374641027187

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
ENST00000377966ENST00000509122RECKchr936060152+OCIAD1chr448859230+0.0030651650.9969348

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 RECK-OCIAD1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RECKchr936060152OCIAD1chr448859230837124MVEIWNCMNSSLPGPDPNLEESPKRK

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Potential FusionNeoAntigen Information of RECK-OCIAD1 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.
RECK-OCIAD1_36060152_48859230.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)
RECK-OCIAD1chr936060152chr448859230837HLA-B51:02LPGPDPNL0.99280.53821119
RECK-OCIAD1chr936060152chr448859230837HLA-B35:03LPGPDPNL0.92750.9541119
RECK-OCIAD1chr936060152chr448859230837HLA-B35:02LPGPDPNL0.80690.98411119
RECK-OCIAD1chr936060152chr448859230837HLA-B35:04LPGPDPNL0.80690.98411119
RECK-OCIAD1chr936060152chr448859230837HLA-A02:22SLPGPDPNL0.95420.59891019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:27SLPGPDPNL0.90690.69661019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:11SLPGPDPNL0.90450.77461019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:60SLPGPDPNL0.90370.72751019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:67SLPGPDPNL0.90190.76061019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:30SLPGPDPNL0.90190.76061019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:24SLPGPDPNL0.90190.76061019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:38SLPGPDPNL0.89320.69231019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:13SLPGPDPNL0.8820.80461019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:16SLPGPDPNL0.85990.57381019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:21SLPGPDPNL0.85580.84721019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:04SLPGPDPNL0.83640.6141019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:29SLPGPDPNL0.79610.75841019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:35SLPGPDPNL0.78350.77391019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:19SLPGPDPNL0.77660.57181019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:20SLPGPDPNL0.7670.76641019
RECK-OCIAD1chr936060152chr448859230837HLA-B35:12LPGPDPNL0.80690.98411119
RECK-OCIAD1chr936060152chr448859230837HLA-B39:10LPGPDPNL0.61950.98611119
RECK-OCIAD1chr936060152chr448859230837HLA-C04:10SLPGPDPNL0.91870.86821019
RECK-OCIAD1chr936060152chr448859230837HLA-C04:07SLPGPDPNL0.91490.87171019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:01SLPGPDPNL0.90190.76061019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:07SLPGPDPNL0.89920.77171019
RECK-OCIAD1chr936060152chr448859230837HLA-C04:06SLPGPDPNL0.74780.93471019
RECK-OCIAD1chr936060152chr448859230837HLA-C04:14SLPGPDPNL0.74320.90081019
RECK-OCIAD1chr936060152chr448859230837HLA-C01:17SLPGPDPNL0.72280.95271019
RECK-OCIAD1chr936060152chr448859230837HLA-C01:30SLPGPDPNL0.57530.96881019
RECK-OCIAD1chr936060152chr448859230837HLA-C07:13SLPGPDPNL0.30250.97661019
RECK-OCIAD1chr936060152chr448859230837HLA-C07:29SLPGPDPNL0.26820.97461019
RECK-OCIAD1chr936060152chr448859230837HLA-C01:17SSLPGPDPNL0.9630.9445919
RECK-OCIAD1chr936060152chr448859230837HLA-A02:07SSLPGPDPNL0.5450.6778919
RECK-OCIAD1chr936060152chr448859230837HLA-B51:29LPGPDPNL0.96190.50991119
RECK-OCIAD1chr936060152chr448859230837HLA-B35:22LPGPDPNL0.94760.61431119
RECK-OCIAD1chr936060152chr448859230837HLA-B35:09LPGPDPNL0.80690.98411119
RECK-OCIAD1chr936060152chr448859230837HLA-A02:03SLPGPDPNL0.93150.79541019
RECK-OCIAD1chr936060152chr448859230837HLA-C04:03SLPGPDPNL0.92560.88381019
RECK-OCIAD1chr936060152chr448859230837HLA-C04:01SLPGPDPNL0.91490.87171019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:14SLPGPDPNL0.8630.7561019
RECK-OCIAD1chr936060152chr448859230837HLA-A02:06SLPGPDPNL0.85580.84721019
RECK-OCIAD1chr936060152chr448859230837HLA-C01:02SLPGPDPNL0.76620.94981019
RECK-OCIAD1chr936060152chr448859230837HLA-C01:03SLPGPDPNL0.71220.92881019
RECK-OCIAD1chr936060152chr448859230837HLA-B15:30SLPGPDPNL0.52610.87451019
RECK-OCIAD1chr936060152chr448859230837HLA-C17:01SLPGPDPNL0.34670.92341019
RECK-OCIAD1chr936060152chr448859230837HLA-C01:03SSLPGPDPNL0.99140.8989919
RECK-OCIAD1chr936060152chr448859230837HLA-C01:02SSLPGPDPNL0.96920.9419919

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Potential FusionNeoAntigen Information of RECK-OCIAD1 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 RECK-OCIAD1

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
882CMNSSLPGPDPNLERECKOCIAD1chr936060152chr448859230837

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RECK-OCIAD1

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-B53:011A1O882CMNSSLPGPDPNLE-1.54455-2.57985
HLA-B51:011E28882CMNSSLPGPDPNLE-3.9567-4.992
HLA-B51:011E28882CMNSSLPGPDPNLE-2.78017-2.89357
HLA-B57:032BVO882CMNSSLPGPDPNLE-2.28399-2.39739
HLA-A03:012XPG882CMNSSLPGPDPNLE-5.29375-6.32905
HLA-A03:012XPG882CMNSSLPGPDPNLE-5.13376-5.24716
HLA-B14:023BVN882CMNSSLPGPDPNLE-5.94457-6.05797
HLA-B14:023BVN882CMNSSLPGPDPNLE-4.02623-5.06153
HLA-B27:093CZF882CMNSSLPGPDPNLE1.938620.90332
HLA-B52:013W39882CMNSSLPGPDPNLE-4.85197-4.96537
HLA-B52:013W39882CMNSSLPGPDPNLE-3.54046-4.57576
HLA-B18:014JQV882CMNSSLPGPDPNLE-2.48822-2.60162
HLA-B18:014JQV882CMNSSLPGPDPNLE-1.14207-2.17737
HLA-A11:014UQ2882CMNSSLPGPDPNLE-7.94504-8.05844
HLA-A11:014UQ2882CMNSSLPGPDPNLE-6.28371-7.31901
HLA-A24:025HGA882CMNSSLPGPDPNLE-5.26524-5.37864
HLA-A24:025HGA882CMNSSLPGPDPNLE-5.08104-6.11634
HLA-B57:015VUD882CMNSSLPGPDPNLE-1.4053-2.4406
HLA-C08:026JTP882CMNSSLPGPDPNLE-3.55917-3.67257
HLA-C08:026JTP882CMNSSLPGPDPNLE-2.30839-3.34369
HLA-B27:056PYJ882CMNSSLPGPDPNLE-3.69179-4.72709
HLA-B27:056PYJ882CMNSSLPGPDPNLE-2.46172-2.57512
HLA-B27:036PZ5882CMNSSLPGPDPNLE-2.34314-3.37844
HLA-B27:036PZ5882CMNSSLPGPDPNLE-1.78038-1.89378
HLA-B44:053DX8882CMNSSLPGPDPNLE-5.34386-5.45726
HLA-B44:053DX8882CMNSSLPGPDPNLE-3.58277-4.61807
HLA-B44:021M6O882CMNSSLPGPDPNLE-2.22341-2.33681
HLA-B44:021M6O882CMNSSLPGPDPNLE-1.22324-2.25854
HLA-A02:016TDR882CMNSSLPGPDPNLE-5.40572-5.51912
HLA-A02:016TDR882CMNSSLPGPDPNLE-3.93841-4.97371

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Vaccine Design for the FusionNeoAntigens of RECK-OCIAD1

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
RECK-OCIAD1chr936060152chr4488592301019SLPGPDPNLCTTTGCCAGGACCTGATCCCAACCTTG
RECK-OCIAD1chr936060152chr4488592301119LPGPDPNLTGCCAGGACCTGATCCCAACCTTG
RECK-OCIAD1chr936060152chr448859230919SSLPGPDPNLCATCTTTGCCAGGACCTGATCCCAACCTTG

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 RECK-OCIAD1

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
GBMRECK-OCIAD1chr936060152ENST00000377966chr448859230ENST00000509122TCGA-06-5410-01A

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Potential target of CAR-T therapy development for RECK-OCIAD1

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 RECK-OCIAD1

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 RECK-OCIAD1

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