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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:SMAD3-IQCH

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: SMAD3-IQCH
FusionPDB ID: 83797
FusionGDB2.0 ID: 83797
HgeneTgene
Gene symbol

SMAD3

IQCH

Gene ID

4088

128153

Gene nameSMAD family member 3spermatogenesis associated 17
SynonymsHSPC193|HsT17436|JV15-2|LDS1C|LDS3|MADH3CFAP305|FAP305|IQCH|MOT17|MSRG-11|MSRG11
Cytomap

15q22.33

1q41

Type of geneprotein-codingprotein-coding
Descriptionmothers against decapentaplegic homolog 3MAD homolog 3MAD, mothers against decapentaplegic homolog 3SMA- and MAD-related protein 3SMAD, mothers against DPP homolog 3hMAD-3hSMAD3mad homolog JV15-2mad protein homologmad3mothers against DPP homologspermatogenesis-associated protein 17IQ motif containing Hspermatogenesis-related protein 11
Modification date2020032920200313
UniProtAcc.

Q86VS3

Main function of 5'-partner protein: FUNCTION: May play a regulatory role in spermatogenesis. {ECO:0000269|PubMed:15897968}.
Ensembl transtripts involved in fusion geneENST idsENST00000327367, ENST00000439724, 
ENST00000537194, ENST00000540846, 
ENST00000559092, 
ENST00000335894, 
ENST00000358767, ENST00000360277, 
ENST00000546225, ENST00000512104, 
ENST00000560790, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score17 X 13 X 12=26528 X 11 X 6=528
# samples 3012
** MAII scorelog2(30/2652*10)=-3.14404636961671
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(12/528*10)=-2.13750352374993
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: SMAD3 [Title/Abstract] AND IQCH [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: SMAD3 [Title/Abstract] AND IQCH [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)SMAD3(67358698)-IQCH(67636401), # samples:1
SMAD3(67462942)-IQCH(67649683), # samples:1
SMAD3(67358698)-IQCH(67664449), # samples:1
Anticipated loss of major functional domain due to fusion event.SMAD3-IQCH 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.
SMAD3-IQCH 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.
SMAD3-IQCH 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.
SMAD3-IQCH 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.
SMAD3-IQCH seems lost the major protein functional domain in Hgene partner, which is a CGC due to the frame-shifted ORF.
SMAD3-IQCH seems lost the major protein functional domain in Hgene partner, which is a transcription factor due to the frame-shifted ORF.
SMAD3-IQCH seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted 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
HgeneSMAD3

GO:0000122

negative regulation of transcription by RNA polymerase II

8774881

HgeneSMAD3

GO:0006357

regulation of transcription by RNA polymerase II

21947082

HgeneSMAD3

GO:0007179

transforming growth factor beta receptor signaling pathway

9732876|18548003|21947082

HgeneSMAD3

GO:0007183

SMAD protein complex assembly

9111321|10823886

HgeneSMAD3

GO:0010628

positive regulation of gene expression

21307346

HgeneSMAD3

GO:0010718

positive regulation of epithelial to mesenchymal transition

21307346

HgeneSMAD3

GO:0030308

negative regulation of cell growth

8774881

HgeneSMAD3

GO:0045429

positive regulation of nitric oxide biosynthetic process

27038547

HgeneSMAD3

GO:0045599

negative regulation of fat cell differentiation

19816956

HgeneSMAD3

GO:0045893

positive regulation of transcription, DNA-templated

9111321|9311995|9732876

HgeneSMAD3

GO:0045944

positive regulation of transcription by RNA polymerase II

8774881|18832382

HgeneSMAD3

GO:0051481

negative regulation of cytosolic calcium ion concentration

27038547

HgeneSMAD3

GO:0071560

cellular response to transforming growth factor beta stimulus

12902338

HgeneSMAD3

GO:1901203

positive regulation of extracellular matrix assembly

21307346



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/chr15:67358698/chr15:67636401)
- 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 SMAD3 (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 IQCH (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)
ENST00000327367SMAD3chr1567462942+ENST00000358767IQCHchr1567649683+41379683102940876
ENST00000540846SMAD3chr1567462942+ENST00000358767IQCHchr1567649683+38907212732693806
ENST00000439724SMAD3chr1567462942+ENST00000358767IQCHchr1567649683+3721552262524832
ENST00000537194SMAD3chr1567462942+ENST00000358767IQCHchr1567649683+34703011952273692

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
ENST00000327367ENST00000358767SMAD3chr1567462942+IQCHchr1567649683+0.0009151790.99908483
ENST00000540846ENST00000358767SMAD3chr1567462942+IQCHchr1567649683+0.000488360.9995116
ENST00000439724ENST00000358767SMAD3chr1567462942+IQCHchr1567649683+0.0007666760.99923337
ENST00000537194ENST00000358767SMAD3chr1567462942+IQCHchr1567649683+0.001162810.9988372

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 SMAD3-IQCH

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 SMAD3-IQCH 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 SMAD3-IQCH 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 SMAD3-IQCH

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 SMAD3-IQCH

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 SMAD3-IQCH

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 SMAD3-IQCH

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 SMAD3-IQCH

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 SMAD3-IQCH

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 SMAD3-IQCH

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