Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Pipeline for Discovering Neoepitopes Generated By Alternative Splicing in B-ALL

View through CrossRef
Pediatric B-cell acute lymphoblastic leukemias (B-ALL) are striking for their low mutational burdens. Ostensibly, this paucity of mutation-associated neoantigens could limit the development of novel immunotherapies. However, our lab has previously shown that globally aberrant splicing is a hallmark of B-ALL, as compared to normal pro-B cells. Here we hypothesize that alternative splicing represents a new source of targetable neo-epitopes, distinct from missense mutations. To test this hypothesis, we constructed a pipeline for neo-epitope discovery, validation, and therapeutic development. First, we obtained a very large RNA-seq dataset covering over 400 pediatric B-ALL samples from St. Jude Children's Research Hospital. For normal controls, RNA-seq was performed on 4 pro-B cell fractions from bone marrow donors. We then applied a bioinformatic splicing analysis, MAJIQ 2.0, to deeply mine the dataset for local splicing variants (LSVs) unique to B-ALL. To bypass MHC presentation barriers, we focused on LSVs mapping to exons encoding extracellular protein domains (ectoLSVs). This filtering yielded a list of 914 ectoLSVs in 430 genes. These ectoLSVs were further filtered for those that preserved opening reading frames, occurred with high prevalence, and demonstrated a large differential expression between B-ALL and normal controls. One such prominent event was the increased skipping in B-ALL of CD22 of exon 5-6 (Δex5-6). We validated this event at the RNA level with RT-PCR in 18 out of 18 primary B-ALL samples from CHOP Biobank. Using Nanopore-based long read RNA sequencing, we confirmed the Δex5-6 event exists within a larger translatable transcript. BALB/c mice were then immunized against a peptide containing the junction site of exon 4 and 7 to generate hybridomas; several monoclonal antibody (mAb) against CD22 Δex5-6 were successfully obtained. To validate the specificity of our mAbs, we used CRISPR to delete endogenous CD22 in OCI-Ly10 cells and reconstituted the cells with either CD22 Δex5-6 or full length CD22. The mAb demonstrated remarkable specificity for CD22 Δex5-6 and did not bind to the full-length isoform. We also demonstrated that at least one of these mAbs (clone 3A3) specifically binds to endogenously expressed CD22 Δex5-6 in multiple B-ALL cell lines by immunoprecipitation and Western blot analysis. Our next steps are to develop 3A3-based antibody-drug conjugates and chimeric antigen receptors for further therapeutic testing. In summary, our results validate that 1) our current discovery pipeline is able to identify targetable splicing-derived neo-epitopes, and that 2) antibodies with impressive specificity can be generated against such neo-epitopes. Furthermore, this new paradigm has the promise of increasing the repertoire of highly specific immunotherapy targets in B-ALL, despite its low mutation burden. Of note, this strategy could also be carried forward into therapeutic development for many other cancers beyond B-ALL. Disclosures No relevant conflicts of interest to declare.
Title: Pipeline for Discovering Neoepitopes Generated By Alternative Splicing in B-ALL
Description:
Pediatric B-cell acute lymphoblastic leukemias (B-ALL) are striking for their low mutational burdens.
Ostensibly, this paucity of mutation-associated neoantigens could limit the development of novel immunotherapies.
However, our lab has previously shown that globally aberrant splicing is a hallmark of B-ALL, as compared to normal pro-B cells.
Here we hypothesize that alternative splicing represents a new source of targetable neo-epitopes, distinct from missense mutations.
To test this hypothesis, we constructed a pipeline for neo-epitope discovery, validation, and therapeutic development.
First, we obtained a very large RNA-seq dataset covering over 400 pediatric B-ALL samples from St.
Jude Children's Research Hospital.
For normal controls, RNA-seq was performed on 4 pro-B cell fractions from bone marrow donors.
We then applied a bioinformatic splicing analysis, MAJIQ 2.
0, to deeply mine the dataset for local splicing variants (LSVs) unique to B-ALL.
To bypass MHC presentation barriers, we focused on LSVs mapping to exons encoding extracellular protein domains (ectoLSVs).
This filtering yielded a list of 914 ectoLSVs in 430 genes.
These ectoLSVs were further filtered for those that preserved opening reading frames, occurred with high prevalence, and demonstrated a large differential expression between B-ALL and normal controls.
One such prominent event was the increased skipping in B-ALL of CD22 of exon 5-6 (Δex5-6).
We validated this event at the RNA level with RT-PCR in 18 out of 18 primary B-ALL samples from CHOP Biobank.
Using Nanopore-based long read RNA sequencing, we confirmed the Δex5-6 event exists within a larger translatable transcript.
BALB/c mice were then immunized against a peptide containing the junction site of exon 4 and 7 to generate hybridomas; several monoclonal antibody (mAb) against CD22 Δex5-6 were successfully obtained.
To validate the specificity of our mAbs, we used CRISPR to delete endogenous CD22 in OCI-Ly10 cells and reconstituted the cells with either CD22 Δex5-6 or full length CD22.
The mAb demonstrated remarkable specificity for CD22 Δex5-6 and did not bind to the full-length isoform.
We also demonstrated that at least one of these mAbs (clone 3A3) specifically binds to endogenously expressed CD22 Δex5-6 in multiple B-ALL cell lines by immunoprecipitation and Western blot analysis.
Our next steps are to develop 3A3-based antibody-drug conjugates and chimeric antigen receptors for further therapeutic testing.
In summary, our results validate that 1) our current discovery pipeline is able to identify targetable splicing-derived neo-epitopes, and that 2) antibodies with impressive specificity can be generated against such neo-epitopes.
Furthermore, this new paradigm has the promise of increasing the repertoire of highly specific immunotherapy targets in B-ALL, despite its low mutation burden.
Of note, this strategy could also be carried forward into therapeutic development for many other cancers beyond B-ALL.
Disclosures No relevant conflicts of interest to declare.

Related Results

Abstract 176: Detecting neoepitopes from tumor RNA sequencing datasets
Abstract 176: Detecting neoepitopes from tumor RNA sequencing datasets
Abstract Epitopes are peptides that present on the surface of the cell and can be recognized by immune cells to initiate the immune response. Identification of neoep...
Abstract 778: Dysregulation of alternative mRNA splicing by oncogenic KRAS in lung adenocarcinoma
Abstract 778: Dysregulation of alternative mRNA splicing by oncogenic KRAS in lung adenocarcinoma
Abstract Alternative mRNA splicing is dysregulated in many cancers including lung adenocarcinoma. These aberrant splicing events can sometimes be explained by mutati...
Abstract 1423: Integrative analysis predicts lncRNA regulating gene alternative splicing in breast cancer
Abstract 1423: Integrative analysis predicts lncRNA regulating gene alternative splicing in breast cancer
Abstract Background: Non-coding region occupies 98% of the whole human genome and plays a regulatory role for protein-coding genes. About 95% of the p...
Abstract 1513: Pan-cancer analysis of alternative splicing patterns and association to genomic aberrations
Abstract 1513: Pan-cancer analysis of alternative splicing patterns and association to genomic aberrations
Abstract Alternative splicing of pre-messenger RNA is responsible for the diversity of transcriptome and proteome, with the majority of multi exon genes producing mu...
Regulation of Alternative Splicing in B-Cell ALL By DYRK1A
Regulation of Alternative Splicing in B-Cell ALL By DYRK1A
DYRK1A, located in the Down syndrome critical region of chromosome 21, is a serine and threonine kinase that controls multiple cellular processes including apoptosis, cell cycle, t...
HnRNPA2B1 tunes antimycobacterial immune responses in macrophages through alternative splicing of Irgm1
HnRNPA2B1 tunes antimycobacterial immune responses in macrophages through alternative splicing of Irgm1
ABSTRACT Onset and progression of active tuberculosis disease result from upsetting the delicate balance between Mtb virulence and host defenses. Because it dynamic...
Installation Analysis of Matterhorn Pipeline Replacement
Installation Analysis of Matterhorn Pipeline Replacement
Abstract The paper describes the installation analysis for the Matterhorn field pipeline replacement, located in water depths between 800-ft to 1200-ft in the Gul...
CD44 alternative splicing is a sensor of intragenic DNA methylation in tumors
CD44 alternative splicing is a sensor of intragenic DNA methylation in tumors
ABSTRACT DNA methylation (meDNA) is a suspected modulator of alternative splicing, while splicing in turn is involved in tumour formations nearly as frequently as D...

Back to Top