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Center for Computational Systems Medicine
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Fusion Gene Summary

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Fusion Gene Breakpoints

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Tumorigenic MoA (Mechanism of Action) Scenarios of Fusion Geness

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Fusion Genomic Features

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Fusion Gene ORF Annotations

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Fusion Protein Retained/Non-Retained Functional Features

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Fusion Transcript Sequences

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Fusion Protein Sequences

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Personalized Fusion Protein Sequences

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Fusion Gene Expressed Samples

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Related Drugs

Fusion gene:RPN2_STK39 (FusionGDB2 ID:HG6185TG27347)

Fusion Gene Summary for RPN2_STK39

check button Fusion gene summary
Fusion gene informationFusion gene name: RPN2_STK39
Fusion gene ID: hg6185tg27347
HgeneTgene
Gene symbol

RPN2

STK39

Gene ID

6185

27347

Gene nameribophorin IIserine/threonine kinase 39
SynonymsRIBIIR|RPN-II|RPNII|SWP1DCHT|PASK|SPAK
Cytomap

20q11.23

2q24.3

Type of geneprotein-codingprotein-coding
Descriptiondolichyl-diphosphooligosaccharide--protein glycosyltransferase subunit 2dolichyl-diphosphooligosaccharide--protein glycosyltransferase 63 kDa subunitoligosaccharyltransferase complex subunit (non-catalytic)ribophorin-2STE20/SPS1-related proline-alanine-rich protein kinaseSTE20/SPS1 homologSte20-like protein kinaseproline-alanine-rich STE20-related kinaseserine threonine kinase 39 (STE20/SPS1 homolog, yeast)serine/threonine-protein kinase 39small intestine SPAK-li
Modification date2024040720240411
UniProtAcc..
Ensembl transtripts involved in fusion geneENST00000470352, ENST00000237530, 
ENST00000373622, 
Fusion gene scores* DoF score* DoF score (Degree of Frequency) = # partners X # break points X # disease types
18 X 14 X 15=3780
* DoF score (Degree of Frequency) = # partners X # break points X # disease types
14 X 15 X 17=3570
# samples 5232
** MAII score** MAII score (Major Active Isofusion Index) = log2(# samples/DoF score*10)
log2(52/3780*10)=-2.86180270607998
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
** MAII score (Major Active Isofusion Index) = log2(# samples/DoF score*10)
log2(32/3570*10)=-3.4797802640291
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Context

PubMed: RPN2 [Title/Abstract] AND STK39 [Title/Abstract] AND fusion [Title/Abstract]

Most frequent breakpointRPN2(35858462)-STK39(169023917), # samples:1


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Fusion Gene Breakpoints for RPN2_STK39


check button RNA-seq based exon junction arranged fusion gene breakpoints from 8 resources (TCGA, CCLE, cBioPortal, GenBank, ChimerDB, ChimerKB, ChildHoodFusions, and GTEx). For the expressed sample information, go to Fusion Gene Sample section.
HgeneHchrHbpTgeneTchrTbp
RPN2chr2035858462STK39chr2169023917
RPN2chr2037230059STK39chr2168167407


check button DNA-seq based exon junction arranged fusion gene breakpoints from dbVar. For the expressed sample information, go to Fusion Gene Sample section.
HgeneHchrHbpTgeneTchrTbpSV type


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Tumorigenic MoA (Mechanism of Action) Scenarios of Fusion Genes for RPN2_STK39


check button To generate these tumorigenic scenario annotations, we implemented a deduction-first, retrieval-later computational framework. The pipeline first applies rule-guided reasoning across ten core mechanistic categories (M1–M10) derived from fusion gene biology to infer candidate mechanisms, tumorigenic scenarios, targeting points, and targeting backgrounds. To ensure empirical accountability, a governed Python workflow retrieves literature candidates via NCBI E-utilities and Europe PMC using tiered searches. Using JSON Schema-constrained LLM evidence judges (GPT-5.6 Luna and Terra), retrieved articles are evaluated for specificity and confidence without de novo PMID generation. This produces two distinct versions: a strict version restricted to high- or medium-confidence fusion-specific evidence, and an extended version incorporating broader gene-, pathway-, and contextual evidence.
* We have 10 tumorigenic mechanism categories of fusion genes as shown below.
Constitutively Active Kinases, Catalytic Domain Dysregulation, & Transmembrane Ligand FusionsAberrant Chimeric Transcription Factor / Fusion Transcription Factor ActivityEpigenetic Reprogramming / Histone Modifier DysregulationChromatin Remodeling DysregulationCondensate-Driven Transcriptional Rewiring / LLPPromoter / Enhancer HijackingDominant-Negative AntagonismCell Cycle / Checkpoint Bypass / RNA Processing DysregulationSubcellular Mislocalization / Spatial DysregulationNuclear Body / Sub-organellar Architecture Disruption & Differentiation Blockade

* Strict version: Restricted to high- or medium-confidence fusion-specific evidence.
Fusion Gene NameMechanism CategoryMechanism PubMedTumorigenic ScenariosTumorigenic Scenario PubMedTargeting PointsTargeting PubMedMechanism BackgroundMechanism Background PubMed

* Extended version: Includes all strict-level fusion evidence plus broader gene-, pathway-, and low-confidence contextual evidence.
Fusion Gene NameMechanism CategoryMechanism PubMedTumorigenic ScenariosTumorigenic Scenario PubMedTargeting PointsTargeting PubMedMechanism BackgroundMechanism Background PubMed

check buttonMain function of each fusion partner protein. (from UniProt)
HgeneTgene
..

check button Gene ontology of each fusion partner gene with evidence of Inferred from Direct Assay (IDA) from Entrez
PartnerGeneGO IDGO termPubMed ID
HgeneRPN2

GO:0006487

protein N-linked glycosylation

9642163|31831667

TgeneSTK39

GO:0006884

cell volume homeostasis

36318922

TgeneSTK39

GO:0007165

signal transduction

24393035

TgeneSTK39

GO:0018105

peptidyl-serine phosphorylation

24393035

TgeneSTK39

GO:0018107

peptidyl-threonine phosphorylation

24393035

TgeneSTK39

GO:0035556

intracellular signal transduction

24393035

TgeneSTK39

GO:0070294

renal sodium ion absorption

18270262

TgeneSTK39

GO:0071474

cellular hyperosmotic response

36318922

TgeneSTK39

GO:0071476

cellular hypotonic response

24393035

TgeneSTK39

GO:1901017

negative regulation of potassium ion transmembrane transporter activity

24393035

TgeneSTK39

GO:1901380

negative regulation of potassium ion transmembrane transport

24393035

TgeneSTK39

GO:1905408

negative regulation of creatine transmembrane transporter activity

25531585

TgeneSTK39

GO:2000650

negative regulation of sodium ion transmembrane transporter activity

25531585


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Fusion Genomic Features for RPN2_STK39


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) of In-frame fusion genes. 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)
RPN2chr2035858462+STK39chr2169023917-2.33e-039.98e-01


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) of 5UTR-3CSD fusion genes (N-truncated cases).
HgeneHchrHbpHstrandTgeneTchrTbpTstrand1-pp (fusion gene breakpoint)

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) of 5CDS-3UTR fusion genes (C-truncated cases).
HgeneHchrHbpHstrandTgeneTchrTbpTstrand1-pp (fusion gene breakpoint)

check buttonDistribution of six genomic regulatory feature tracks across a ±5 kb window centered on the fusion breakpoints. We input the breakpoint sequences into AlphaGenome and obtained predicted genome tracks at single-base-pair resolution for each modality by running a single forward pass over the reference sequence. Specifically, for each breakpoint, AlphaGenome processed and returned predicted track data across diverse modalities, which were then averaged across all tracks within each output type and visualized across the ±5 kb window. The left panel shows the 5'-gene breakpoint ±5 kb area, and the right panel shows the 3'-gene breakpoint area, with tracks grouped by category: chromatin accessibility (DNase-seq, ATAC-seq), active transcription (RNA-seq, CAGE), and chromatin binding (ChIP-Histone, ChIP-TF).
genomic feature

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Fusion Gene ORF Annotations for RPN2_STK39

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

check buttonORFfinder Result Based On The Fusion Transcript Sequences of the In-frame Fusion Genes.
HenstTenstHgeneHchrHbpTgeneTchrTbpSeq length
(transcript)
Seq length
(peptide)

check buttonORFfinder Result Based On The Fusion Transcript Sequences of the 5UTR-3CDS Fusion Genes for N-Truncated Protein Search.
HenstTenstHgeneHchrHbpTgeneTchrTbpSeq length
(transcript)
Seq length
(peptide)

check buttonORFfinder Result Based On The Fusion Transcript Sequences of the 5CDS-3UTR Fusion Genes for C-Truncated Protein Search.
HenstTenstHgeneHchrHbpTgeneTchrTbpSeq length
(transcript)
Seq length
(peptide)

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.
HenstTenstHgeneHchrHbpTgeneTchrTbpNo-coding scoreCoding score

check buttonDeepORF Prediction of The Coding Potential Based on The Fusion Transcript Sequence of 5UTR-3CDS Fusion Genes (Potential N-Truncated Proteins).
HenstTenstHgeneHchrHbpTgeneTchrTbpNo-coding scoreCoding score

check buttonDeepORF Prediction of The Coding Potential Based on The Fusion Transcript Sequence of 5CDS-3UTR Fusion Genes (Potential C-Truncated Proteins).
HenstTenstHgeneHchrHbpTgeneTchrTbpNo-coding scoreCoding score

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Fusion Protein Retained/Non-Retained Functional Features for RPN2_STK39

check buttonProtein Level Annotation from FGviewer
* Retention 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.
fgviewer annotation
- In-frame and retained protein feature among the 13 regional features (visualization across fusion protein length).
No matching images found for ${hg}_${tg}.

- In-frame and retained protein feature among the 13 regional features (texts).
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


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


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


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Fusion Transcript Sequence for RPN2_STK39

check button In-frame Fusion Transcript Sequences.

check button N-Truncated Transcript (5UTR-3CDS) Sequences

check button C-Truncated Transcript (5CDS-3UTR) Sequences

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Fusion Protein Sequence for RPN2_STK39

check button In-frame Fusion Protein Sequences.

check button N-Truncated Protein (5UTR-3CDS) Sequences

check button C-Truncated Protein (5CDS-3UTR) Sequences

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Personalized Fusion Protein Sequence for RPN2_STK39


check button TCGA Kinase/DNA-binding Domain Mutated Fusion Protein Sequences
NumGene GroupDomain LociFusion Protein IDFusion Gene NamePartnerMutated Residue in WT ProteinSeq. LengthMutated Residue in Fusion Protein

check button CCLE Kinase/DNA-binding Domain Mutated Fusion Protein Sequences

NumGene GroupDomain LociFusion Protein IDFusion Gene NamePartnerMutated Residue in WT ProteinSeq. LengthMutated Residue in Fusion Protein

check button TCGA All Mutated Fusion Protein Sequences


Fusion Protein IDSample IDMutated PartnerAAchange in WTSeq. LengthAAchange in Fusion

check button CCLE All Mutated Fusion Protein Sequences


Fusion Protein IDSample IDMutated PartnerAAchange in WTSeq. LengthAAchange in Fusion

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Fusion Gene Exprssed Samples for RPN2_STK39


check buttonRNA-seq based fusion gene expressed samples.
SourceStudyDiseaseSampleHgeneHchrHbpHstrandTgeneTchrTbpTstrand
ChimerDBLGGTCGA-TQ-A7RM-01ARPN2

chr20

35858462+STK39

chr2

169023917

-
WashULGGTCGA-TQ-A7RM-01ARPN2

chr20

35858462+STK39

chr2

169023917

-
cBioPortalLGG_TCGA_PAN_CAN_ATLAS_2018DIFGTCGA-TQ-A7RM-01RPN2

chr20

37230059STK39

chr2

168167407


check buttonDNA-seq based fusion gene expressed samples.
SourceStudyDiseaseSampleHgeneHchrHbpHstrandTgeneTchrTbpTstrandSV type


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Related Drugs for RPN2_STK39


check button PubMed Abstract Search With ['A-B' AND 'drug'], ['A::B' AND 'drug']
* For more details on the Studied, Reported, Approved Drugs targeting this fusion gene, Go to FusionPub.
PMIDFusion Gene NameDrugStudy Title

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