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Center for Computational Systems Medicine
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Fusion Gene Summary

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Fusion Gene ORF analysis

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Fusion Genomic Features

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Fusion Protein Features

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Fusion Gene Sequence

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Fusion Gene PPI analysis

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Related Drugs

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Related Diseases

Fusion gene:TGFB1-CCDC97 (FusionGDB2 ID:90425)

Fusion Gene Summary for TGFB1-CCDC97

check button Fusion gene summary
Fusion gene informationFusion gene name: TGFB1-CCDC97
Fusion gene ID: 90425
HgeneTgene
Gene symbol

TGFB1

CCDC97

Gene ID

7040

90324

Gene nametransforming growth factor beta 1coiled-coil domain containing 97
SynonymsCED|DPD1|IBDIMDE|LAP|TGF-beta1|TGFB|TGFbeta-
Cytomap

19q13.2

19q13.2

Type of geneprotein-codingprotein-coding
Descriptiontransforming growth factor beta-1 proproteinTGF-beta-1latency-associated peptideprepro-transforming growth factor beta-1transforming growth factor beta1coiled-coil domain-containing protein 97
Modification date2020032920200313
UniProtAcc.

Q96F63

Ensembl transtripts involved in fusion geneENST00000221930, ENST00000269967, 
Fusion gene scores* DoF score7 X 7 X 6=2947 X 7 X 4=196
# samples 98
** MAII scorelog2(9/294*10)=-1.70781924850669
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(8/196*10)=-1.29278174922785
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Context

PubMed: TGFB1 [Title/Abstract] AND CCDC97 [Title/Abstract] AND fusion [Title/Abstract]

Most frequent breakpointCCDC97(41816261)-TGFB1(41838186), # samples:1
TGFB1(41847788)-CCDC97(41828500), # samples:3
Anticipated loss of major functional domain due to fusion event.CCDC97-TGFB1 seems lost the major protein functional domain in Tgene partner, which is a tumor suppressor due to the frame-shifted ORF.
TGFB1-CCDC97 seems lost the major protein functional domain in Hgene partner, which is a tumor suppressor 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
HgeneTGFB1

GO:0001837

epithelial to mesenchymal transition

25893292|29529050

HgeneTGFB1

GO:0001933

negative regulation of protein phosphorylation

8053900

HgeneTGFB1

GO:0001934

positive regulation of protein phosphorylation

18625725

HgeneTGFB1

GO:0002062

chondrocyte differentiation

15040835

HgeneTGFB1

GO:0002244

hematopoietic progenitor cell differentiation

15451575

HgeneTGFB1

GO:0006611

protein export from nucleus

9770491|17438144|18588859

HgeneTGFB1

GO:0006754

ATP biosynthetic process

10513816

HgeneTGFB1

GO:0006796

phosphate-containing compound metabolic process

10513816

HgeneTGFB1

GO:0006954

inflammatory response

21147091

HgeneTGFB1

GO:0007050

cell cycle arrest

14555988

HgeneTGFB1

GO:0007093

mitotic cell cycle checkpoint

15334054

HgeneTGFB1

GO:0007173

epidermal growth factor receptor signaling pathway

18625725

HgeneTGFB1

GO:0007179

transforming growth factor beta receptor signaling pathway

9389648|11157754

HgeneTGFB1

GO:0007182

common-partner SMAD protein phosphorylation

20573232

HgeneTGFB1

GO:0007183

SMAD protein complex assembly

17438144

HgeneTGFB1

GO:0008284

positive regulation of cell proliferation

10513816|14633705

HgeneTGFB1

GO:0008285

negative regulation of cell proliferation

15334054

HgeneTGFB1

GO:0010628

positive regulation of gene expression

18625725|18832382|18941241|19913496|25322725|26634652|26687115|27162619|29167509

HgeneTGFB1

GO:0010629

negative regulation of gene expression

19913496|20067797|22269326|25163461|26634652|29167509|29529050

HgeneTGFB1

GO:0010718

positive regulation of epithelial to mesenchymal transition

17999987|18505915

HgeneTGFB1

GO:0010763

positive regulation of fibroblast migration

18555217

HgeneTGFB1

GO:0010800

positive regulation of peptidyl-threonine phosphorylation

18625725|19736306

HgeneTGFB1

GO:0010862

positive regulation of pathway-restricted SMAD protein phosphorylation

9389648|19736306|26634652

HgeneTGFB1

GO:0010936

negative regulation of macrophage cytokine production

20875417

HgeneTGFB1

GO:0016477

cell migration

25893292

HgeneTGFB1

GO:0017015

regulation of transforming growth factor beta receptor signaling pathway

15334054

HgeneTGFB1

GO:0022408

negative regulation of cell-cell adhesion

18593713

HgeneTGFB1

GO:0030214

hyaluronan catabolic process

17324121

HgeneTGFB1

GO:0030308

negative regulation of cell growth

15334054

HgeneTGFB1

GO:0030335

positive regulation of cell migration

19736306

HgeneTGFB1

GO:0031293

membrane protein intracellular domain proteolysis

25310401

HgeneTGFB1

GO:0031334

positive regulation of protein complex assembly

19366691

HgeneTGFB1

GO:0031663

lipopolysaccharide-mediated signaling pathway

21147091

HgeneTGFB1

GO:0032270

positive regulation of cellular protein metabolic process

15219857

HgeneTGFB1

GO:0032355

response to estradiol

18039789

HgeneTGFB1

GO:0032570

response to progesterone

18039789

HgeneTGFB1

GO:0032740

positive regulation of interleukin-17 production

18453574

HgeneTGFB1

GO:0032801

receptor catabolic process

17878231

HgeneTGFB1

GO:0032930

positive regulation of superoxide anion generation

22073128

HgeneTGFB1

GO:0032967

positive regulation of collagen biosynthetic process

19734317|22269326|25310401

HgeneTGFB1

GO:0033138

positive regulation of peptidyl-serine phosphorylation

18625725|19736306

HgeneTGFB1

GO:0035307

positive regulation of protein dephosphorylation

14555988

HgeneTGFB1

GO:0042307

positive regulation of protein import into nucleus

19366691

HgeneTGFB1

GO:0043117

positive regulation of vascular permeability

21168935

HgeneTGFB1

GO:0043406

positive regulation of MAP kinase activity

18625725

HgeneTGFB1

GO:0043536

positive regulation of blood vessel endothelial cell migration

18555217

HgeneTGFB1

GO:0043537

negative regulation of blood vessel endothelial cell migration

18555217

HgeneTGFB1

GO:0043552

positive regulation of phosphatidylinositol 3-kinase activity

18625725

HgeneTGFB1

GO:0045216

cell-cell junction organization

18505915

HgeneTGFB1

GO:0045599

negative regulation of fat cell differentiation

15040835

HgeneTGFB1

GO:0045662

negative regulation of myoblast differentiation

9770491

HgeneTGFB1

GO:0045786

negative regulation of cell cycle

11502704

HgeneTGFB1

GO:0045892

negative regulation of transcription, DNA-templated

15702480|18832382

HgeneTGFB1

GO:0045893

positive regulation of transcription, DNA-templated

9389648|14517293|15334054|16816361

HgeneTGFB1

GO:0045918

negative regulation of cytolysis

24586048

HgeneTGFB1

GO:0045930

negative regulation of mitotic cell cycle

14555988

HgeneTGFB1

GO:0045944

positive regulation of transcription by RNA polymerase II

18832382

HgeneTGFB1

GO:0048298

positive regulation of isotype switching to IgA isotypes

14988498

HgeneTGFB1

GO:0048642

negative regulation of skeletal muscle tissue development

9770491

HgeneTGFB1

GO:0050680

negative regulation of epithelial cell proliferation

9950587

HgeneTGFB1

GO:0050714

positive regulation of protein secretion

18505915

HgeneTGFB1

GO:0050731

positive regulation of peptidyl-tyrosine phosphorylation

21168935

HgeneTGFB1

GO:0050921

positive regulation of chemotaxis

18555217

HgeneTGFB1

GO:0051897

positive regulation of protein kinase B signaling

18625725

HgeneTGFB1

GO:0060389

pathway-restricted SMAD protein phosphorylation

11157754|17999987|18453574|25893292

HgeneTGFB1

GO:0060390

regulation of SMAD protein signal transduction

25893292

HgeneTGFB1

GO:0060391

positive regulation of SMAD protein signal transduction

9389648|19366691|29167509

HgeneTGFB1

GO:0070168

negative regulation of biomineral tissue development

26634652

HgeneTGFB1

GO:0070374

positive regulation of ERK1 and ERK2 cascade

25310401

HgeneTGFB1

GO:0070723

response to cholesterol

17878231

HgeneTGFB1

GO:0071407

cellular response to organic cyclic compound

21147091

HgeneTGFB1

GO:0071560

cellular response to transforming growth factor beta stimulus

19736306|22269326

HgeneTGFB1

GO:0085029

extracellular matrix assembly

19734317

HgeneTGFB1

GO:0090263

positive regulation of canonical Wnt signaling pathway

12893825|15040835

HgeneTGFB1

GO:0097191

extrinsic apoptotic signaling pathway

15334054

HgeneTGFB1

GO:1900126

negative regulation of hyaluronan biosynthetic process

17324121

HgeneTGFB1

GO:1900182

positive regulation of protein localization to nucleus

26634652

HgeneTGFB1

GO:1901666

positive regulation of NAD+ ADP-ribosyltransferase activity

22073128

HgeneTGFB1

GO:1902895

positive regulation of pri-miRNA transcription by RNA polymerase II

26311719|26493107

HgeneTGFB1

GO:1903077

negative regulation of protein localization to plasma membrane

21168935|24586048

HgeneTGFB1

GO:1903800

positive regulation of production of miRNAs involved in gene silencing by miRNA

18548003

HgeneTGFB1

GO:2000679

positive regulation of transcription regulatory region DNA binding

22073128

HgeneTGFB1

GO:2000727

positive regulation of cardiac muscle cell differentiation

25163461


check buttonFusion gene breakpoints across TGFB1 (5'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.

check buttonFusion gene breakpoints across CCDC97 (3'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.

check button Fusion gene information from two resources (ChiTars 5.0 and ChimerDB 4.0)
* All genome coordinats were lifted-over on hg19.
* Click on the break point to see the gene structure around the break point region using the UCSC Genome Browser.
SourceDiseaseSampleHgeneHchrHbpHstrandTgeneTchrTbpTstrand
ChimerDB4KIRCTCGA-BP-4761-01ATGFB1chr19

41847788

-CCDC97chr19

41828500

+
ChimerDB4SARCTCGA-3B-A9HX-01ATGFB1chr19

41838033

-CCDC97chr19

41822289

+


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Fusion Gene ORF analysis for TGFB1-CCDC97

check button Open reading frame (ORF) analsis of fusion genes based on Ensembl gene isoform structure.
* Click on the break point to see the gene structure around the break point region using the UCSC Genome Browser.
ORFHenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrand
Frame-shiftENST00000221930ENST00000269967TGFB1chr19

41847788

-CCDC97chr19

41828500

+
Frame-shiftENST00000221930ENST00000269967TGFB1chr19

41838033

-CCDC97chr19

41822289

+

check buttonORFfinder result based on the fusion transcript sequence of in-frame fusion genes.
HenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrandSeq length
(transcript)
BP loci
(transcript)
Predicted start
(transcript)
Predicted stop
(transcript)
Seq length
(amino acids)

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

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Fusion Genomic Features for TGFB1-CCDC97


check buttonFusionAI prediction of the potential fusion gene breakpoint based on the pre-mature RNA sequence context (+/- 5kb of individual partner genes, total 20kb length sequence). FusionAI is a fusion gene breakpoint classifier based on convolutional neural network by comparing the fusion positive and negative sequence context of ~ 20K fusion gene data. From here, we can have the relative potentency of the 20K genomic sequence how individual sequnce will be likely used as the gene fusion breakpoints.
HgeneHchrHbpHstrandTgeneTchrTbpTstrand1-pp (fusion gene breakpoint)
TGFB1chr1941847787-CCDC97chr1941828499+1.04E-050.9999896
TGFB1chr1941838032-CCDC97chr1941822288+3.72E-091
TGFB1chr1941847787-CCDC97chr1941828499+1.04E-050.9999896
TGFB1chr1941838032-CCDC97chr1941822288+3.72E-091

check buttonDistribution of 44 human genomic features loci across 20kb length fusion breakpoint regions. We integrated a total of 44 different types of human genomic feature loci information across five big categories including virus integration sites, repeats, structural variants, chromatin states, and gene expression regulation. More details are in help page.

check buttonDistribution of 44 human genomic features loci across 20kb length fusion breakpoint regions that are ovelapped with the top 1% feature importance score regions. More details are in help page.
genomic feature of top 1%

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Fusion Protein Features for TGFB1-CCDC97


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/:41816261/:41838186)
- 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 buttonMain function of each fusion partner protein. (from UniProt)
HgeneTgene
.CCDC97

Q96F63

FUNCTION: Transcriptional activator which is required for calcium-dependent dendritic growth and branching in cortical neurons. Recruits CREB-binding protein (CREBBP) to nuclear bodies. Component of the CREST-BRG1 complex, a multiprotein complex that regulates promoter activation by orchestrating a calcium-dependent release of a repressor complex and a recruitment of an activator complex. In resting neurons, transcription of the c-FOS promoter is inhibited by BRG1-dependent recruitment of a phospho-RB1-HDAC1 repressor complex. Upon calcium influx, RB1 is dephosphorylated by calcineurin, which leads to release of the repressor complex. At the same time, there is increased recruitment of CREBBP to the promoter by a CREST-dependent mechanism, which leads to transcriptional activation. The CREST-BRG1 complex also binds to the NR2B promoter, and activity-dependent induction of NR2B expression involves a release of HDAC1 and recruitment of CREBBP (By similarity). {ECO:0000250}.

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, because of limited space for viewing, we only show the protein feature retention information belong to the 13 regional features. All retention annotation result can be downloaded at

download page


* Minus value of BPloci means that the break pointn is located before the CDS.
- In-frame and retained protein feature among the 13 regional features.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenProtein featureProtein feature note

- In-frame and not-retained protein feature among the 13 regional features.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenProtein featureProtein feature note


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Fusion Gene Sequence for TGFB1-CCDC97


check button For in-frame fusion transcripts, we provide the fusion transcript sequences and fusion amino acid sequences. To have fusion amino acid sequence, we ran ORFfinder and chose the longest ORF among the all predicted ones.

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Fusion Gene PPI Analysis for TGFB1-CCDC97


check button Go to ChiPPI (Chimeric Protein-Protein interactions) to see the chimeric PPI interaction in

ChiPPI page.


check button Protein-protein interactors with each fusion partner protein in wild-type (BIOGRID-3.4.160)
HgeneHgene's interactorsTgeneTgene's interactors


check button - Retained PPIs in in-frame fusion.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenStill interaction with


check button - Lost PPIs in in-frame fusion.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenInteraction lost with


check button - Retained PPIs, but lost function due to frame-shift fusion.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenInteraction lost with


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Related Drugs for TGFB1-CCDC97


check button Drugs targeting genes involved in this fusion gene.
(DrugBank Version 5.1.8 2021-05-08)
PartnerGeneUniProtAccDrugBank IDDrug nameDrug activityDrug typeDrug status

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Related Diseases for TGFB1-CCDC97


check button Diseases associated with fusion partners.
(DisGeNet 4.0)
PartnerGeneDisease IDDisease name# pubmedsSource