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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:PPTC7-IGF1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PPTC7-IGF1
FusionPDB ID: 68339
FusionGDB2.0 ID: 68339
HgeneTgene
Gene symbol

PPTC7

IGF1

Gene ID

160760

3479

Gene nameprotein phosphatase targeting COQ7insulin like growth factor 1
SynonymsTA-PP2C|TAPP2CIGF|IGF-I|IGFI|MGF
Cytomap

12q24.11

12q23.2

Type of geneprotein-codingprotein-coding
Descriptionprotein phosphatase PTC7 homologPTC7 protein phosphatase homologinsulin-like growth factor Iinsulin-like growth factor 1 (somatomedin C)insulin-like growth factor IBmechano growth factorsomatomedin-C
Modification date2020031320200322
UniProtAcc.

P08069

Main function of 5'-partner protein: FUNCTION: Receptor tyrosine kinase which mediates actions of insulin-like growth factor 1 (IGF1). Binds IGF1 with high affinity and IGF2 and insulin (INS) with a lower affinity. The activated IGF1R is involved in cell growth and survival control. IGF1R is crucial for tumor transformation and survival of malignant cell. Ligand binding activates the receptor kinase, leading to receptor autophosphorylation, and tyrosines phosphorylation of multiple substrates, that function as signaling adapter proteins including, the insulin-receptor substrates (IRS1/2), Shc and 14-3-3 proteins. Phosphorylation of IRSs proteins lead to the activation of two main signaling pathways: the PI3K-AKT/PKB pathway and the Ras-MAPK pathway. The result of activating the MAPK pathway is increased cellular proliferation, whereas activating the PI3K pathway inhibits apoptosis and stimulates protein synthesis. Phosphorylated IRS1 can activate the 85 kDa regulatory subunit of PI3K (PIK3R1), leading to activation of several downstream substrates, including protein AKT/PKB. AKT phosphorylation, in turn, enhances protein synthesis through mTOR activation and triggers the antiapoptotic effects of IGFIR through phosphorylation and inactivation of BAD. In parallel to PI3K-driven signaling, recruitment of Grb2/SOS by phosphorylated IRS1 or Shc leads to recruitment of Ras and activation of the ras-MAPK pathway. In addition to these two main signaling pathways IGF1R signals also through the Janus kinase/signal transducer and activator of transcription pathway (JAK/STAT). Phosphorylation of JAK proteins can lead to phosphorylation/activation of signal transducers and activators of transcription (STAT) proteins. In particular activation of STAT3, may be essential for the transforming activity of IGF1R. The JAK/STAT pathway activates gene transcription and may be responsible for the transforming activity. JNK kinases can also be activated by the IGF1R. IGF1 exerts inhibiting activities on JNK activation via phosphorylation and inhibition of MAP3K5/ASK1, which is able to directly associate with the IGF1R.; FUNCTION: When present in a hybrid receptor with INSR, binds IGF1. PubMed:12138094 shows that hybrid receptors composed of IGF1R and INSR isoform Long are activated with a high affinity by IGF1, with low affinity by IGF2 and not significantly activated by insulin, and that hybrid receptors composed of IGF1R and INSR isoform Short are activated by IGF1, IGF2 and insulin. In contrast, PubMed:16831875 shows that hybrid receptors composed of IGF1R and INSR isoform Long and hybrid receptors composed of IGF1R and INSR isoform Short have similar binding characteristics, both bind IGF1 and have a low affinity for insulin.
Ensembl transtripts involved in fusion geneENST idsENST00000354300, ENST00000307046, 
ENST00000392904, ENST00000424202, 
ENST00000481539, ENST00000337514, 
ENST00000456098, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score7 X 6 X 6=2526 X 5 X 5=150
# samples 106
** MAII scorelog2(10/252*10)=-1.33342373372519
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(6/150*10)=-1.32192809488736
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: PPTC7 [Title/Abstract] AND IGF1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PPTC7 [Title/Abstract] AND IGF1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)PPTC7(111020614)-IGF1(102869577), # samples:2
Anticipated loss of major functional domain due to fusion event.PPTC7-IGF1 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.
PPTC7-IGF1 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.
PPTC7-IGF1 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.
PPTC7-IGF1 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
TgeneIGF1

GO:0001775

cell activation

22797923

TgeneIGF1

GO:0008284

positive regulation of cell proliferation

7688386|9722506|12746903

TgeneIGF1

GO:0009408

response to heat

11404306

TgeneIGF1

GO:0010613

positive regulation of cardiac muscle hypertrophy

19654000

TgeneIGF1

GO:0010629

negative regulation of gene expression

29167509

TgeneIGF1

GO:0014068

positive regulation of phosphatidylinositol 3-kinase signaling

7688386

TgeneIGF1

GO:0014834

skeletal muscle satellite cell maintenance involved in skeletal muscle regeneration

17531227

TgeneIGF1

GO:0014904

myotube cell development

17531227

TgeneIGF1

GO:0014911

positive regulation of smooth muscle cell migration

10766744

TgeneIGF1

GO:0030166

proteoglycan biosynthetic process

12746903

TgeneIGF1

GO:0034392

negative regulation of smooth muscle cell apoptotic process

16942485

TgeneIGF1

GO:0035630

bone mineralization involved in bone maturation

16433617

TgeneIGF1

GO:0042104

positive regulation of activated T cell proliferation

15694994

TgeneIGF1

GO:0042531

positive regulation of tyrosine phosphorylation of STAT protein

9722506

TgeneIGF1

GO:0043388

positive regulation of DNA binding

19654000

TgeneIGF1

GO:0043410

positive regulation of MAPK cascade

19654000

TgeneIGF1

GO:0043568

positive regulation of insulin-like growth factor receptor signaling pathway

7688386|10766744

TgeneIGF1

GO:0045445

myoblast differentiation

17531227

TgeneIGF1

GO:0045669

positive regulation of osteoblast differentiation

16433617

TgeneIGF1

GO:0045725

positive regulation of glycogen biosynthetic process

21076856

TgeneIGF1

GO:0045821

positive regulation of glycolytic process

7688386

TgeneIGF1

GO:0045840

positive regulation of mitotic nuclear division

7188854|10644978

TgeneIGF1

GO:0045893

positive regulation of transcription, DNA-templated

9722506|19654000

TgeneIGF1

GO:0045944

positive regulation of transcription by RNA polymerase II

16433617

TgeneIGF1

GO:0046326

positive regulation of glucose import

21076856

TgeneIGF1

GO:0046579

positive regulation of Ras protein signal transduction

9722506

TgeneIGF1

GO:0048015

phosphatidylinositol-mediated signaling

7692086

TgeneIGF1

GO:0048146

positive regulation of fibroblast proliferation

7188854

TgeneIGF1

GO:0048661

positive regulation of smooth muscle cell proliferation

10766744|16942485

TgeneIGF1

GO:0050679

positive regulation of epithelial cell proliferation

7188854

TgeneIGF1

GO:0050731

positive regulation of peptidyl-tyrosine phosphorylation

7782332|22635104

TgeneIGF1

GO:0051450

myoblast proliferation

17531227

TgeneIGF1

GO:0061051

positive regulation of cell growth involved in cardiac muscle cell development

24117217

TgeneIGF1

GO:0070886

positive regulation of calcineurin-NFAT signaling cascade

19654000

TgeneIGF1

GO:2000679

positive regulation of transcription regulatory region DNA binding

15059951

TgeneIGF1

GO:2001237

negative regulation of extrinsic apoptotic signaling pathway

16942485



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/chr12:111020614/chr12:102869577)
- 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 PPTC7 (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 IGF1 (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)
ENST00000354300PPTC7chr12111020614-ENST00000456098IGF1chr12102869577-76005125281176
ENST00000354300PPTC7chr12111020614-ENST00000337514IGF1chr12102869577-75445125281176

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
ENST00000354300ENST00000456098PPTC7chr12111020614-IGF1chr12102869577-0.0686524660.93134755
ENST00000354300ENST00000337514PPTC7chr12111020614-IGF1chr12102869577-0.0242231410.97577685

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 PPTC7-IGF1

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

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Potential FusionNeoAntigen Information of PPTC7-IGF1 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.

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)

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Potential FusionNeoAntigen Information of PPTC7-IGF1 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 PPTC7-IGF1

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.

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PPTC7-IGF1

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

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Vaccine Design for the FusionNeoAntigens of PPTC7-IGF1

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

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 PPTC7-IGF1

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

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Potential target of CAR-T therapy development for PPTC7-IGF1

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 PPTC7-IGF1

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 PPTC7-IGF1

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