Mis-splicing derived neoantigens and cognate T cell receptors in splicing factor mutant leukemias
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1114778 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR29135708_1.fastq.gz | Fastqsanger.gz | |||
| SRR29135708_2.fastq.gz | Fastqsanger.gz | |||
| SRR29135709_1.fastq.gz | Fastqsanger.gz | |||
| SRR29135709_2.fastq.gz | Fastqsanger.gz | |||
| SRR29135710_1.fastq.gz | Fastqsanger.gz |
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Project description:Mutations in RNA splicing factors are prevalent across cancers and generate recurrently mis-spliced mRNA isoforms. Here we identified a series of bona fide neoantigens translated from highly stereotyped splicing alterations promoted by neomorphic, leukemia-associated somatic mutations in the splicing machinery. We utilized feature-barcoded peptide-MHC dextramers to isolate neoantigen-specific T cell receptors (TCR) from both healthy donors and patients with leukemia. While circulating neoantigen-specific CD8+ T cells were identified in patients with active disease, they were dysfunctional with reduced inflammatory response gene signatures. In contrast, donor CD8+ T cells with tumor-reactive TCRs were present following curative allogeneic hematopoietic cell transplant. T cells engineered with TCRs recognizing an SRSF2 mutant-induced neoantigen in CLK3 resulted in specific recognition and cytotoxicity of SRSF2 mutant leukemia. These data identify RNA mis-splicing derived neoantigens and neoantigen-specific TCRs across patients and provide proof-of-concept to genetically redirect T cells to public mis-splicing derived neoantigens in myeloid leukemias.
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Project description:The role of splicing dysregulation in cancer is underscored by splicing factor mutations, however, its impact in the absence of such rare mutations remains poorly understood. Prompted by the finding that splicing uniquely resolved genetic subtypes of cancer, we developed an unsupervised computational workflow called OncoSplice to comprehensively define tumor molecular landscapes. In adult and pediatric Acute Myeloid Leukemia (AML), OncoSplice identified the spectrum of driver genetics from splicing profiles alone, defined over a dozen new molecular subtypes recurrent across AML cohorts and discovered a dominant splicing subtype that partially phenocopies U2AF1-mutant splicing. Although pediatric leukemias lack splicing factor mutations, this U2AF1-like subtype similarly spanned pediatric and adult AML genetics and consistently predicted poor prognosis. Using long-read single-cell RNA-Seq, we confirmed discovered U2AF1-like splicing was shared across cell states, co-opts a healthy circadian gene program, was stable through relapse and induced a leukemia stem cell (LSC) program. Pharmacological inhibition of the OncoSplice implicated U2AF1-like splicing regulator, PRMT5, rescued leukemia mis-splicing and inhibited leukemic cell growth. Finally, genetic deletion of IRAK4, a common target of U2AF1-like and PRMT5 treatment, blocked leukemia development in xenograft models and induced differentiation. This work suggests broad splicing dysregulation, in the absence of select mutations, is a therapeutic target in heterogenous leukemias.
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Project description:Mutations in the RNA splicing factor gene SF3B1 are common across hematologic and solid cancers and result in widespread alterations in splicing, but therapeutic means to correct this mis-splicing do not exist. Here, we utilize synthetic introns uniquely responsive to mutant SF3B1 to identify trans factors required for aberrant mutant SF3B1 splicing activity. This revealed the G-patch domain-containing protein GPATCH8 as required for mutant SF3B1-induced splicing alterations and impaired hematopoiesis. GPATCH8 is involved in quality control of branchpoint selection, interacts with the RNA helicase DHX15, and functionally opposes SUGP1, a G-patch protein recently implicated in SF3B1-mutant diseases. Silencing of GPATCH8 corrected one-third of mutant SF3B1-dependent splicing defects and was sufficient to improve dysfunctional hematopoiesis in SF3B1-mutant mouse and primary human progenitors. These data identify GPATCH8 as a novel splicing factor required for mis-splicing by mutant SF3B1 and highlight the therapeutic impact of correcting aberrant splicing in SF3B1-mutant cancers.
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Project description:Splicing factor SF3B1 mutations are frequent somatic lesions in myeloid neoplasms that transform hematopoietic stem cells (HSCs) by inducing mis-splicing of target genes. However, the molecular and functional consequences of SF3B1 mutations in human HSCs remain unclear. Here, we identify the mis-splicing program in human HSCs as a targetable vulnerability by precise gene editing of SF3B1 K700E mutations in primary CD34+ cells. Mutant SF3B1 induced pervasive mis-splicing and reduced expression of genes regulating mitosis in single cell transcriptomics, critically BUBR1 and CDC27, leading to altered differentiation and delayed G2/M progression. Mutant SF3B1 mis-splicing or reduced expression of BUBR1 and CDC27 was sufficient to delay G2/M transit, leading to activation of CHK1, sensitizing cells to CHK1 inhibition. Clinical CHK1 inhibitor prexasertib selectively targeted SF3B1-mutant HSCs and abrogated engraftment in vivo. These findings identify mis-splicing of mitotic regulators in SF3B1-mutant HSCs as a targetable vulnerability engaged by pharmacological CHK1 inhibition.
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Project description:New approaches that generate long-lasting therapeutic responses in therapy-resistant metastatic cancer patients are urgently needed. To address this challenge, we developed SpotNeoMet, a novel data-driven pipeline that systematically identifies recurrently presented neopeptides in treatment-resistant patients. We identified seven therapy resistance mutations predicted to produce neo-peptides presented by common HLAs. Using HLA-immunopeptidomics, we discovered three novel neopeptides derived from Androgen Receptor (AR) H875Y, a common metastatic castration-resistant prostate cancer (mCRPC) mutation. We validated these neoantigens as highly immunogenic and then isolated and characterized cognate T-cell receptors (TCRs) from healthy donor peripheral blood mononuclear cells. We demonstrated that AR H875Y specific TCRs are highly specific and kill prostate cancer cells presenting AR neo-peptides in vitro and in vivo. Our new pipeline identifies novel immunotherapy targets and potential treatment options for mCRPC patients. Moreover, SpotNeoMet offers a systematic route to identify 'HLA-peptide' pairs and their cognate TCRs across treatment-resistant cancers.
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Project description:To identify aberrant splicing isoforms and potential neoantigens, we performed full-length cDNA sequencing of lung adenocarcinoma cell lines using a long-read sequencer MinION. We constructed a comprehensive catalog of aberrant splicing isoforms and detected isoform-specific peptides using proteome analysis.
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Project description:Purpose: Mutant SF3B1 is near universally associated with MDS-RS but the exact mechanism of how mutant-SF3B1 induces ring sideroblast formation is unclear. Methods: iPSC samples were differentiated from 5F-HPC derived from MDS-RS patient iPSCs. CD34+ progenitors were isolated using the CD34 enrichment kit (Miltenyi). CD34-CD71+GlyA- pro-erythroblasts were isolated by flow sorting on day 4. CD71+GlyA+ erythroblasts were isolated by flow sorting on day 9. Libraries with DNA fragments of ~300bp were selected using AMPure XP bead purification. Purified libraries were sequenced on an Illumina HiSeq 2000 using paired-end, 50 bp reads. Mis-splicing analysis was performed as described in Inoue et al. 2019. Results: Mis-splicing analysis reveals ~100 genes that are strongly mis-spliced (>40%) by mutant SF3B1 during erythroid differentiation. We identify that mis-splicing of TMEM14C and ABCB7 contribute to RS formation in mutant SF3B1 cells. Conclusion: Our iPS derived mutant SF3B1MDS-RS in vitro model is the first demonstration of a cell line that recapitulates mis-splicing, erythroid differentiation, and ring sideroblast formation.
2021-11-29 | GSE189546 | GEO
Project description:Mutations in the RNA splicing factor SF3B1 are common across hematologic and solid cancers and result in widespread alterations in splicing but therapeutic means to correct this mis-splicing do not exist. Here we utilize synthetic introns uniquely responsive to mutant SF3B1 to identify trans factors required for aberrant mutant SF3B1 splicing activity. This revealed the G-patch domain containing protein GPATCH8 as required for mutant SF3B1-induced splicing alterations and impaired hematopoiesis. GPATCH8 is involved in quality control of branchpoint selection, interacts with the RNA helicase DHX15, and functionally opposes SUGP1, a G-patch protein recently implicated in SF3B1 mutant diseases. Silencing of GPATCH8 corrected one-third of mutant SF3B1 splicing defects and was sufficient to improve hematopoiesis in SF3B1 mutant mouse and human cells. These data identify GPATCH8 as a novel splicing factor required for mis-splicing by mutant SF3B1 and the therapeutic impact of correcting aberrant splicing in SF3B1 mutant cancers.
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