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	Fusion Gene Summary
	Fusion Gene Breakpoints
	Tumorigenic MoA (Mechanism of Action) Scenarios of Fusion Geness
	Fusion Genomic Features
	Fusion Gene ORF Annotations
	Fusion Protein Retained/Non-Retained Functional Features
	Fusion Transcript Sequences
	Fusion Protein Sequences
	Personalized Fusion Protein Sequences
	Fusion Gene Expressed Samples
	Related Drugs

Fusion gene:ATOH8_GNLY (FusionGDB2 ID:HG84913TG10578)

Fusion Gene Summary for ATOH8_GNLY

Fusion gene summary

Fusion gene information	Fusion gene name: ATOH8_GNLY
	Fusion gene ID: hg84913tg10578
		Hgene	Tgene
	Gene symbol	ATOH8	GNLY
	Gene ID	84913	10578
	Gene name	atonal bHLH transcription factor 8	granulysin
	Synonyms	HATH6|bHLHa21	D2S69E|LAG-2|LAG2|NKG5|TLA519
	Cytomap	2p11.2	2p11.2
	Type of gene	protein-coding	protein-coding
	Description	transcription factor ATOH8atonal homolog 6atonal homolog 8atonal homolog bHLH transcription factor 8basic helix loop helix transcription factor 6class A basic helix-loop-helix protein 21helix-loop-helix protein hATH-6protein atonal homolog 8	granulysinT-cell activation protein 519T-lymphocyte activation gene 519lymphocyte-activation gene 2lymphokine LAG-2
	Modification date	20240411	20240416
	UniProtAcc	.	.
	Ensembl transtripts involved in fusion gene	ENST00000463422, ENST00000306279,
Fusion gene scores	* DoF score	* DoF score (Degree of Frequency) = # partners X # break points X # disease types 5 X 5 X 8=200	* DoF score (Degree of Frequency) = # partners X # break points X # disease types 4 X 9 X 5=180
	# samples	14	17
	** MAII score	** MAII score (Major Active Isofusion Index) = log2(# samples/DoF score*10) log2(14/200*10)=-0.514573172829758 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(17/180*10)=-0.082462160191973 possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs). DoF>8 and MAII<0
Context	PubMed: ATOH8 [Title/Abstract] AND GNLY [Title/Abstract] AND fusion [Title/Abstract]
Most frequent breakpoint	ATOH8(85982080)-GNLY(85922442), # samples:1

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Fusion Gene Breakpoints for ATOH8_GNLY

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.

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

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Tumorigenic MoA (Mechanism of Action) Scenarios of Fusion Genes for ATOH8_GNLY

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 Fusions	Aberrant Chimeric Transcription Factor / Fusion Transcription Factor Activity	Epigenetic Reprogramming / Histone Modifier Dysregulation	Chromatin Remodeling Dysregulation	Condensate-Driven Transcriptional Rewiring / LLP	Promoter / Enhancer Hijacking	Dominant-Negative Antagonism	Cell Cycle / Checkpoint Bypass / RNA Processing Dysregulation	Subcellular Mislocalization / Spatial Dysregulation	Nuclear Body / Sub-organellar Architecture Disruption & Differentiation Blockade

* Strict version: Restricted to high- or medium-confidence fusion-specific evidence.

Fusion Gene Name

Mechanism Category

Mechanism PubMed

Tumorigenic Scenarios

Tumorigenic Scenario PubMed

Targeting Points

Targeting PubMed

Mechanism Background

Mechanism Background PubMed

* Extended version: Includes all strict-level fusion evidence plus broader gene-, pathway-, and low-confidence contextual evidence.

Fusion Gene Name

Mechanism Category

Mechanism PubMed

Tumorigenic Scenarios

Tumorigenic Scenario PubMed

Targeting Points

Targeting PubMed

Mechanism Background

Mechanism Background PubMed

Main function of each fusion partner protein. (from UniProt)

Hgene	Tgene
.	.

Gene ontology of each fusion partner gene with evidence of Inferred from Direct Assay (IDA) from Entrez

Partner	Gene	GO ID	GO term	PubMed ID
Hgene	ATOH8	GO:0045603	positive regulation of endothelial cell differentiation	24463812
Hgene	ATOH8	GO:0045893	positive regulation of DNA-templated transcription	24236640
Hgene	ATOH8	GO:0060395	SMAD protein signal transduction	24236640
Tgene	GNLY	GO:0006968	cellular defense response	9756476
Tgene	GNLY	GO:0031640	killing of cells of another organism	9756476
Tgene	GNLY	GO:0042742	defense response to bacterium	9756476
Tgene	GNLY	GO:0061844	antimicrobial humoral immune response mediated by antimicrobial peptide	9756476

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Fusion Genomic Features for ATOH8_GNLY

FusionAI 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.

Hgene	Hchr	Hbp	Hstrand	Tgene	Tchr	Tbp	Tstrand	1-p	p (fusion gene breakpoint)
ATOH8	chr2	85982080	+	GNLY	chr2	85922442	+	3.02e-02	9.70e-01
ATOH8	chr2	85991305	+	GNLY	chr2	85922442	+	9.93e-05	1.00e+00

FusionAI 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).

Hgene

Hchr

Hbp

Hstrand

Tgene

Tchr

Tbp

Tstrand

1-p

p (fusion gene breakpoint)

FusionAI 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).

Hgene

Hchr

Hbp

Hstrand

Tgene

Tchr

Tbp

Tstrand

1-p

p (fusion gene breakpoint)

Distribution 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).

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Fusion Gene ORF Annotations for ATOH8_GNLY

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.

ORFfinder Result Based On The Fusion Transcript Sequences of the In-frame Fusion Genes.

ORFfinder Result Based On The Fusion Transcript Sequences of the 5UTR-3CDS Fusion Genes for N-Truncated Protein Search.

ORFfinder Result Based On The Fusion Transcript Sequences of the 5CDS-3UTR Fusion Genes for C-Truncated Protein Search.

DeepORF 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.

DeepORF Prediction of The Coding Potential Based on The Fusion Transcript Sequence of 5UTR-3CDS Fusion Genes (Potential N-Truncated Proteins).

DeepORF Prediction of The Coding Potential Based on The Fusion Transcript Sequence of 5CDS-3UTR Fusion Genes (Potential C-Truncated Proteins).

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Fusion Protein Retained/Non-Retained Functional Features for ATOH8_GNLY

Protein 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.

- In-frame and retained protein feature among the 13 regional features (visualization across fusion protein length).

- In-frame and not-retained protein feature among the 13 regional features.

- Retained PPIs in in-frame fusion.

Partner

Hgene

Hbp

Tgene

Tbp

ENST

UniProt

Strand

BPexon

TotalExon

Protein feature loci

*BPloci

TotalLen

Still interaction with

- Lost PPIs in in-frame fusion.

Partner

Hgene

Hbp

Tgene

Tbp

ENST

UniProt

Strand

BPexon

TotalExon

Protein feature loci

*BPloci

TotalLen

Interaction lost with

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Fusion Transcript Sequence for ATOH8_GNLY

In-frame Fusion Transcript Sequences.

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

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

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Fusion Protein Sequence for ATOH8_GNLY

In-frame Fusion Protein Sequences.

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

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

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Personalized Fusion Protein Sequence for ATOH8_GNLY

TCGA Kinase/DNA-binding Domain Mutated Fusion Protein Sequences

CCLE Kinase/DNA-binding Domain Mutated Fusion Protein Sequences

TCGA All Mutated Fusion Protein Sequences

CCLE All Mutated Fusion Protein Sequences

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Fusion Gene Exprssed Samples for ATOH8_GNLY

RNA-seq based fusion gene expressed samples.

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Related Drugs for ATOH8_GNLY

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.

Drugs targeting genes involved in this fusion gene. (DrugBank Version 5.1.8 2021-05-08)