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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:SHANK1-MTHFD1L

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: SHANK1-MTHFD1L
FusionPDB ID: 81545
FusionGDB2.0 ID: 81545
HgeneTgene
Gene symbol

SHANK1

MTHFD1L

Gene ID

50944

25902

Gene nameSH3 and multiple ankyrin repeat domains 1methylenetetrahydrofolate dehydrogenase (NADP+ dependent) 1 like
SynonymsSPANK-1|SSTRIP|synamonFTHFSDC1|MTC1THFS|dJ292B18.2
Cytomap

19q13.33

6q25.1

Type of geneprotein-codingprotein-coding
DescriptionSH3 and multiple ankyrin repeat domains protein 1SSTR-interacting proteinsomatostatin receptor-interacting proteinmonofunctional C1-tetrahydrofolate synthase, mitochondrial10-formyl-THF synthetaseformyltetrahydrofolate synthetase domain containing 1
Modification date2020031320200313
UniProtAcc.

Q6UB35

Main function of 5'-partner protein: FUNCTION: May provide the missing metabolic reaction required to link the mitochondria and the cytoplasm in the mammalian model of one-carbon folate metabolism in embryonic an transformed cells complementing thus the enzymatic activities of MTHFD2. {ECO:0000250, ECO:0000269|PubMed:16171773}.
Ensembl transtripts involved in fusion geneENST idsENST00000293441, ENST00000359082, 
ENST00000391813, ENST00000391814, 
ENST00000483981, 
ENST00000478643, 
ENST00000367307, ENST00000367321, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score6 X 5 X 3=9014 X 17 X 13=3094
# samples 527
** MAII scorelog2(5/90*10)=-0.84799690655495
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(27/3094*10)=-3.51844188439821
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: SHANK1 [Title/Abstract] AND MTHFD1L [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: SHANK1 [Title/Abstract] AND MTHFD1L [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)SHANK1(51175275)-MTHFD1L(151330955), # samples:1
Anticipated loss of major functional domain due to fusion event.SHANK1-MTHFD1L 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.
SHANK1-MTHFD1L 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.
SHANK1-MTHFD1L 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.
SHANK1-MTHFD1L 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.
SHANK1-MTHFD1L seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
SHANK1-MTHFD1L seems lost the major protein functional domain in Tgene partner, which is a cell metabolism gene due to the frame-shifted ORF.
SHANK1-MTHFD1L 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
TgeneMTHFD1L

GO:0006760

folic acid-containing compound metabolic process

12937168

TgeneMTHFD1L

GO:0009257

10-formyltetrahydrofolate biosynthetic process

12937168

TgeneMTHFD1L

GO:0015942

formate metabolic process

16171773



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/chr19:51175275/chr6:151330955)
- 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 SHANK1 (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 MTHFD1L (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)
ENST00000391813SHANK1chr1951175275-ENST00000367321MTHFD1Lchr6151330955+204083501646548
ENST00000293441SHANK1chr1951175275-ENST00000367321MTHFD1Lchr6151330955+389826931935041161
ENST00000359082SHANK1chr1951175275-ENST00000367321MTHFD1Lchr6151330955+38522647034581152

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
ENST00000391813ENST00000367321SHANK1chr1951175275-MTHFD1Lchr6151330955+0.001563510.9984365
ENST00000293441ENST00000367321SHANK1chr1951175275-MTHFD1Lchr6151330955+0.0023401090.9976599
ENST00000359082ENST00000367321SHANK1chr1951175275-MTHFD1Lchr6151330955+0.0025248680.9974751

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 SHANK1-MTHFD1L

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
SHANK1chr1951175275MTHFD1Lchr61513309552647882PPGPGLMLRQKSIVTEAGFGADIGME
SHANK1chr1951175275MTHFD1Lchr61513309552693891PPGPGLMLRQKSIVTEAGFGADIGME
SHANK1chr1951175275MTHFD1Lchr6151330955835278PPGPGLMLRQKSIVTEAGFGADIGME

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Potential FusionNeoAntigen Information of SHANK1-MTHFD1L 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.
SHANK1-MTHFD1L_51175275_151330955.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)
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B08:09MLRQKSIV0.99940.5858614
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B57:01KSIVTEAGF0.99650.86491019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B58:01KSIVTEAGF0.9930.78891019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B58:02KSIVTEAGF0.99290.7781019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:17KSIVTEAGF0.99220.78341019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:16KSIVTEAGF0.99070.59961019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B57:03KSIVTEAGF0.98960.8631019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B08:01MLRQKSIVT0.98570.532615
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B08:09MLRQKSIVT0.98560.6902615
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-A30:08RQKSIVTEA0.97660.5686817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B39:06RQKSIVTEA0.89220.7342817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B50:02RQKSIVTEA0.81610.6408817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B13:02RQKSIVTEA0.75290.6675817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B50:01RQKSIVTEA0.64550.6927817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:03RQKSIVTEA0.36710.626817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B39:13RQKSIVTEA0.28220.8465817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:01RQKSIVTEAGF0.99990.7147819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:25RQKSIVTEAGF0.97090.7554819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B40:06RQKSIVTEA0.99670.6565817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:04RQKSIVTEA0.90340.7958817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B73:01LRQKSIVTEA0.9940.7291717
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:04RQKSIVTEAGF0.99910.7331819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:07RQKSIVTEAGF0.99910.5334819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B57:10KSIVTEAGF0.99650.86491019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B57:04KSIVTEAGF0.99470.65081019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B58:06KSIVTEAGF0.99250.62581019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B08:18MLRQKSIVT0.98570.532615
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-A30:01RQKSIVTEA0.97930.7676817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B57:02KSIVTEAGF0.95990.7951019
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:50RQKSIVTEA0.94470.6767817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:73RQKSIVTEA0.91420.852817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:53RQKSIVTEA0.90140.7314817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:30RQKSIVTEA0.82440.7827817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:54RQKSIVTEA0.81260.6845817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B50:04RQKSIVTEA0.64550.6927817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B50:05RQKSIVTEA0.64550.6927817
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:135RQKSIVTEAGF0.99990.7171819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:125RQKSIVTEAGF0.99990.7147819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:33RQKSIVTEAGF0.99990.7147819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:27RQKSIVTEAGF0.99990.7968819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:34RQKSIVTEAGF0.99990.7147819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:50RQKSIVTEAGF0.99980.7136819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:24RQKSIVTEAGF0.99980.6685819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:53RQKSIVTEAGF0.99970.6911819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:12RQKSIVTEAGF0.9980.6585819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:35RQKSIVTEAGF0.99790.727819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:54RQKSIVTEAGF0.99290.6176819
SHANK1-MTHFD1Lchr1951175275chr61513309552693HLA-B15:39RQKSIVTEAGF0.97070.5876819

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Potential FusionNeoAntigen Information of SHANK1-MTHFD1L 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.
SHANK1-MTHFD1L_51175275_151330955.msa

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)
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-0102QKSIVTEAGFGADIG924
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-0102RQKSIVTEAGFGADI823
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-0111QKSIVTEAGFGADIG924
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-0123QKSIVTEAGFGADIG924
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-1525QKSIVTEAGFGADIG924
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-1525RQKSIVTEAGFGADI823
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-1525LRQKSIVTEAGFGAD722
SHANK1-MTHFD1Lchr1951175275chr61513309552693DRB1-1615QKSIVTEAGFGADIG924

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Fusion breakpoint peptide structures of SHANK1-MTHFD1L

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
5959MLRQKSIVTEAGFGSHANK1MTHFD1Lchr1951175275chr61513309552693

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of SHANK1-MTHFD1L

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-B14:023BVN5959MLRQKSIVTEAGFG-7.9962-8.1096
HLA-B14:023BVN5959MLRQKSIVTEAGFG-5.70842-6.74372
HLA-B52:013W395959MLRQKSIVTEAGFG-6.83737-6.95077
HLA-B52:013W395959MLRQKSIVTEAGFG-4.4836-5.5189
HLA-A11:014UQ25959MLRQKSIVTEAGFG-10.0067-10.1201
HLA-A11:014UQ25959MLRQKSIVTEAGFG-9.03915-10.0745
HLA-A24:025HGA5959MLRQKSIVTEAGFG-6.56204-6.67544
HLA-A24:025HGA5959MLRQKSIVTEAGFG-5.42271-6.45801
HLA-B44:053DX85959MLRQKSIVTEAGFG-7.85648-8.89178
HLA-B44:053DX85959MLRQKSIVTEAGFG-5.3978-5.5112
HLA-A02:016TDR5959MLRQKSIVTEAGFG-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of SHANK1-MTHFD1L

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
SHANK1-MTHFD1Lchr1951175275chr61513309551019KSIVTEAGFAATCTATCGTGACCGAAGCTGGCTTTG
SHANK1-MTHFD1Lchr1951175275chr6151330955614MLRQKSIVTGCTCCGGCAAAAATCTATCGTGA
SHANK1-MTHFD1Lchr1951175275chr6151330955615MLRQKSIVTTGCTCCGGCAAAAATCTATCGTGACCG
SHANK1-MTHFD1Lchr1951175275chr6151330955717LRQKSIVTEATCCGGCAAAAATCTATCGTGACCGAAGCTG
SHANK1-MTHFD1Lchr1951175275chr6151330955817RQKSIVTEAGGCAAAAATCTATCGTGACCGAAGCTG
SHANK1-MTHFD1Lchr1951175275chr6151330955819RQKSIVTEAGFGGCAAAAATCTATCGTGACCGAAGCTGGCTTTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
SHANK1-MTHFD1Lchr1951175275chr6151330955722LRQKSIVTEAGFGADTCCGGCAAAAATCTATCGTGACCGAAGCTGGCTTTGGTGCTGACA
SHANK1-MTHFD1Lchr1951175275chr6151330955823RQKSIVTEAGFGADIGGCAAAAATCTATCGTGACCGAAGCTGGCTTTGGTGCTGACATCG
SHANK1-MTHFD1Lchr1951175275chr6151330955924QKSIVTEAGFGADIGAAAAATCTATCGTGACCGAAGCTGGCTTTGGTGCTGACATCGGAA

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Information of the samples that have these potential fusion neoantigens of SHANK1-MTHFD1L

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
BRCASHANK1-MTHFD1Lchr1951175275ENST00000293441chr6151330955ENST00000367321TCGA-A8-A08I-01A

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Potential target of CAR-T therapy development for SHANK1-MTHFD1L

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 SHANK1-MTHFD1L

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 SHANK1-MTHFD1L

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