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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:COL1A1-AEBP1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: COL1A1-AEBP1
FusionPDB ID: 18105
FusionGDB2.0 ID: 18105
HgeneTgene
Gene symbol

COL1A1

AEBP1

Gene ID

1277

165

Gene namecollagen type I alpha 1 chainAE binding protein 1
SynonymsCAFYD|EDSARTH1|EDSC|OI1|OI2|OI3|OI4ACLP
Cytomap

17q21.33

7p13

Type of geneprotein-codingprotein-coding
Descriptioncollagen alpha-1(I) chainalpha-1 type I collagenalpha1(I) procollagencollagen alpha 1 chain type Icollagen alpha-1(I) chain preproproteincollagen of skin, tendon and bone, alpha-1 chaincollagen, type I, alpha 1pro-alpha-1 collagen type 1type I proadipocyte enhancer-binding protein 1aortic carboxypeptidase-like protein
Modification date2020032220200315
UniProtAcc

P02452

Main function of 5'-partner protein: FUNCTION: Type I collagen is a member of group I collagen (fibrillar forming collagen).

Q8IUX7

Main function of 5'-partner protein: FUNCTION: [Isoform 1]: As a positive regulator of collagen fibrillogenesis, it is probably involved in the organization and remodeling of the extracellular matrix. {ECO:0000269|PubMed:29606302}.; FUNCTION: [Isoform 2]: May positively regulate MAP-kinase activity in adipocytes, leading to enhanced adipocyte proliferation and reduced adipocyte differentiation. May also positively regulate NF-kappa-B activity in macrophages by promoting the phosphorylation and subsequent degradation of I-kappa-B-alpha (NFKBIA), leading to enhanced macrophage inflammatory responsiveness. Can act as a transcriptional repressor. {ECO:0000250|UniProtKB:Q640N1}.
Ensembl transtripts involved in fusion geneENST idsENST00000225964, ENST00000450684, 
ENST00000454218, ENST00000223357, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score56 X 95 X 16=851207 X 7 X 4=196
# samples 867
** MAII scorelog2(86/85120*10)=-6.62901768079909
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(7/196*10)=-1.48542682717024
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: COL1A1 [Title/Abstract] AND AEBP1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: COL1A1 [Title/Abstract] AND AEBP1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)COL1A1(48273845)-AEBP1(44151741), # samples:1
Anticipated loss of major functional domain due to fusion event.COL1A1-AEBP1 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.
COL1A1-AEBP1 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.
COL1A1-AEBP1 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.
COL1A1-AEBP1 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
HgeneCOL1A1

GO:0010718

positive regulation of epithelial to mesenchymal transition

20018240

HgeneCOL1A1

GO:0030335

positive regulation of cell migration

20018240

HgeneCOL1A1

GO:0034504

protein localization to nucleus

20018240

HgeneCOL1A1

GO:0045893

positive regulation of transcription, DNA-templated

20018240

HgeneCOL1A1

GO:0090263

positive regulation of canonical Wnt signaling pathway

20018240

TgeneAEBP1

GO:1904026

regulation of collagen fibril organization

29606302



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/chr17:48273845/chr7:44151741)
- 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 COL1A1 (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 AEBP1 (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)
ENST00000225964COL1A1chr1748273845-ENST00000223357AEBP1chr744151741+276110221192461780

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
ENST00000225964ENST00000223357COL1A1chr1748273845-AEBP1chr744151741+0.0031296070.99687046

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 COL1A1-AEBP1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
COL1A1chr1748273845AEBP1chr7441517411022243DDGEAGKPGRPGERGPPGPQGARGLP

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Potential FusionNeoAntigen Information of COL1A1-AEBP1 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.
COL1A1-AEBP1_48273845_44151741.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)
COL1A1-AEBP1chr1748273845chr7441517411022HLA-B50:02GERGPPGPQGA0.99840.97831122
COL1A1-AEBP1chr1748273845chr7441517411022HLA-B50:01GERGPPGPQGA0.9930.9831122
COL1A1-AEBP1chr1748273845chr7441517411022HLA-B73:01ERGPPGPQGA0.93940.9711222
COL1A1-AEBP1chr1748273845chr7441517411022HLA-B50:04GERGPPGPQGA0.9930.9831122
COL1A1-AEBP1chr1748273845chr7441517411022HLA-B50:05GERGPPGPQGA0.9930.9831122

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Potential FusionNeoAntigen Information of COL1A1-AEBP1 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 COL1A1-AEBP1

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
4480KPGRPGERGPPGPQCOL1A1AEBP1chr1748273845chr7441517411022

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of COL1A1-AEBP1

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-B14:023BVN4480KPGRPGERGPPGPQ-7.9962-8.1096
HLA-B14:023BVN4480KPGRPGERGPPGPQ-5.70842-6.74372
HLA-B52:013W394480KPGRPGERGPPGPQ-6.83737-6.95077
HLA-B52:013W394480KPGRPGERGPPGPQ-4.4836-5.5189
HLA-A11:014UQ24480KPGRPGERGPPGPQ-10.0067-10.1201
HLA-A11:014UQ24480KPGRPGERGPPGPQ-9.03915-10.0745
HLA-A24:025HGA4480KPGRPGERGPPGPQ-6.56204-6.67544
HLA-A24:025HGA4480KPGRPGERGPPGPQ-5.42271-6.45801
HLA-B44:053DX84480KPGRPGERGPPGPQ-7.85648-8.89178
HLA-B44:053DX84480KPGRPGERGPPGPQ-5.3978-5.5112
HLA-A02:016TDR4480KPGRPGERGPPGPQ-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of COL1A1-AEBP1

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
COL1A1-AEBP1chr1748273845chr7441517411122GERGPPGPQGACAGATGGGCTCAGAGTTTGGGAACTGGGCGCTG
COL1A1-AEBP1chr1748273845chr7441517411222ERGPPGPQGAATGGGCTCAGAGTTTGGGAACTGGGCGCTG

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 COL1A1-AEBP1

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
BRCACOL1A1-AEBP1chr1748273845ENST00000225964chr744151741ENST00000223357TCGA-AR-A250-01A

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Potential target of CAR-T therapy development for COL1A1-AEBP1

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 COL1A1-AEBP1

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 COL1A1-AEBP1

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
HgeneCOL1A1C0268358Osteogenesis imperfecta, dominant perinatal lethal38CTD_human;GENOMICS_ENGLAND;ORPHANET;UNIPROT
HgeneCOL1A1C0268362Osteogenesis imperfecta type III (disorder)17CTD_human;GENOMICS_ENGLAND;ORPHANET;UNIPROT
HgeneCOL1A1C0023931Lobstein Disease15CTD_human;GENOMICS_ENGLAND;ORPHANET;UNIPROT
HgeneCOL1A1C0268363Osteogenesis imperfecta type IV (disorder)12GENOMICS_ENGLAND;ORPHANET;UNIPROT
HgeneCOL1A1C0023890Liver Cirrhosis4CTD_human
HgeneCOL1A1C0239946Fibrosis, Liver4CTD_human
HgeneCOL1A1C4551623EHLERS-DANLOS SYNDROME, ARTHROCHALASIA TYPE, 14CTD_human;GENOMICS_ENGLAND
HgeneCOL1A1C4552122EHLERS-DANLOS SYNDROME, CLASSIC TYPE, 14GENOMICS_ENGLAND;UNIPROT
HgeneCOL1A1C0020497Cortical Congenital Hyperostosis3CTD_human;GENOMICS_ENGLAND;UNIPROT
HgeneCOL1A1C0023893Liver Cirrhosis, Experimental3CTD_human
HgeneCOL1A1C0268345EHLERS-DANLOS SYNDROME, ARTHROCHALASIA TYPE2ORPHANET
HgeneCOL1A1C0000786Spontaneous abortion1CTD_human
HgeneCOL1A1C0000822Abortion, Tubal1CTD_human
HgeneCOL1A1C0002949Aneurysm, Dissecting1CTD_human
HgeneCOL1A1C0003504Aortic Valve Insufficiency1CTD_human
HgeneCOL1A1C0004364Autoimmune Diseases1CTD_human
HgeneCOL1A1C0005398Cholestasis, Extrahepatic1CTD_human
HgeneCOL1A1C0005779Blood Coagulation Disorders1GENOMICS_ENGLAND
HgeneCOL1A1C0006663Calcinosis1CTD_human
HgeneCOL1A1C0008311Cholangitis1CTD_human
HgeneCOL1A1C0013720Ehlers-Danlos Syndrome1GENOMICS_ENGLAND
HgeneCOL1A1C0016059Fibrosis1CTD_human
HgeneCOL1A1C0018824Heart valve disease1CTD_human
HgeneCOL1A1C0020538Hypertensive disease1CTD_human
HgeneCOL1A1C0022548Keloid1CTD_human
HgeneCOL1A1C0027719Nephrosclerosis1CTD_human
HgeneCOL1A1C0027726Nephrotic Syndrome1CTD_human
HgeneCOL1A1C0029172Oral Submucous Fibrosis1CTD_human
HgeneCOL1A1C0029434Osteogenesis Imperfecta1CTD_human;GENOMICS_ENGLAND
HgeneCOL1A1C0149721Left Ventricular Hypertrophy1CTD_human
HgeneCOL1A1C0220679Ehlers-Danlos Syndrome, Autosomal Dominant, Type Unspecified1ORPHANET
HgeneCOL1A1C0263628Tumoral calcinosis1CTD_human
HgeneCOL1A1C0340643Dissection of aorta1CTD_human
HgeneCOL1A1C0521174Microcalcification1CTD_human
HgeneCOL1A1C1458140Bleeding tendency1GENOMICS_ENGLAND
HgeneCOL1A1C1619692Nephrogenic Fibrosing Dermopathy1CTD_human
HgeneCOL1A1C1623038Cirrhosis1CTD_human
HgeneCOL1A1C1846545Autoimmune Lymphoproliferative Syndrome Type 2B1GENOMICS_ENGLAND
HgeneCOL1A1C3830362Early Pregnancy Loss1CTD_human
HgeneCOL1A1C4277533Dissection, Blood Vessel1CTD_human
HgeneCOL1A1C4552766Miscarriage1CTD_human