Kyle A. Romine, Daniel Ssozi, Tina Mujica, Y. Lee, Jennifer J. Trowbridge, P. van Galen
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A better understanding of these mechanisms will inspire new therapeutic strategies to limit clonal expansion and increase survival. To evaluate the transcriptional consequences of DNMT3A mutations in myeloid cells, we analyzed our previously published single-cell RNA-sequencing data of DNMT3A-mutated AML patient samples. We found a significant enrichment of antigen presentation signatures in DNMT3A mutated cells along the myeloid differentiation trajectory. CD8+ T cells from these same patients had significantly increased signatures of T cell activation and T cell exhaustion. T cell exhaustion occurs after an activated T cell has been continuously exposed to antigens. Exhausted T cells lack most effector functions and the ability to properly surveil (i.e. recognize mutant peptides presented on the surface of mutated cells and kill the target upon recognition) and restrain mutant cells from expanding. We hypothesize that DNMT3A-driven CH leads to escape of immune surveillance via chronic antigen stimulation and eventual promotion of T cell exhaustion. This would allow for further expansion of the mutated cells and the transformation of CH into AML. To functionally test this hypothesis, we evaluated whether a mouse model of Dnmt3a-CH recapitulated our human data. Indeed, scRNA-seq data of mouse Dnmt3a-CH cells showed significantly increased antigen presentation signatures across the myeloid differentiation trajectory. Additionally, CD8+ T cells had increased signatures of activation. We next functionally tested whether Dnmt3a-mutated CH cells had enhanced antigen presentation by pulsing bone marrow cells derived from Dnmt3a-CH mice with DQ-Ovalbumin, a self-quenched exogenous protein that becomes fluorescent when endocytosed and digested in the phagolysosome. Dnmt3a-mutated HSCs and LSKs had significantly increased DQ-OVA uptake and processing. In conclusion, we found that DNMT3A-CH cells have increased antigen presentation and processing which corresponds with enhanced immunogenicity. These findings support a model in which T cells constrain the expansion of DNMT3A-mutated HSCs, until T cell exhaustion occurs, leading to further expansion of the mutated clone and an increased chance of transformation into AML.\n Citation Format: Kyle A Romine, Daniel Ssozi, Tina Mujica, Yoke Lee, Jennifer Trowbridge, Peter van Galen. Mechanisms of adaptive immune evasion by pre-leukemic DNMT3A-mutated blood cell clones [abstract]. In: Proceedings of the AACR Special Conference: Acute Myeloid Leukemia and Myelodysplastic Syndrome; 2023 Jan 23-25; Austin, TX. 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CH is common in elderly individuals: by age 60, approximately 10% of individuals have a clonally expanded blood cell population with a leukemia-associated mutation. The most common mutations in CH (50% of all cases) inactivate the DNA methyltransferase DNMT3A, which regulates gene expression via methylation of CpG rich regions. These mutations provide a selective advantage over healthy HSCs during aging and inflammation. Our goal is to discover mechanisms that allow for clonal expansion of DNMT3A-driven CH. A better understanding of these mechanisms will inspire new therapeutic strategies to limit clonal expansion and increase survival. To evaluate the transcriptional consequences of DNMT3A mutations in myeloid cells, we analyzed our previously published single-cell RNA-sequencing data of DNMT3A-mutated AML patient samples. We found a significant enrichment of antigen presentation signatures in DNMT3A mutated cells along the myeloid differentiation trajectory. CD8+ T cells from these same patients had significantly increased signatures of T cell activation and T cell exhaustion. T cell exhaustion occurs after an activated T cell has been continuously exposed to antigens. Exhausted T cells lack most effector functions and the ability to properly surveil (i.e. recognize mutant peptides presented on the surface of mutated cells and kill the target upon recognition) and restrain mutant cells from expanding. We hypothesize that DNMT3A-driven CH leads to escape of immune surveillance via chronic antigen stimulation and eventual promotion of T cell exhaustion. This would allow for further expansion of the mutated cells and the transformation of CH into AML. To functionally test this hypothesis, we evaluated whether a mouse model of Dnmt3a-CH recapitulated our human data. Indeed, scRNA-seq data of mouse Dnmt3a-CH cells showed significantly increased antigen presentation signatures across the myeloid differentiation trajectory. Additionally, CD8+ T cells had increased signatures of activation. We next functionally tested whether Dnmt3a-mutated CH cells had enhanced antigen presentation by pulsing bone marrow cells derived from Dnmt3a-CH mice with DQ-Ovalbumin, a self-quenched exogenous protein that becomes fluorescent when endocytosed and digested in the phagolysosome. Dnmt3a-mutated HSCs and LSKs had significantly increased DQ-OVA uptake and processing. In conclusion, we found that DNMT3A-CH cells have increased antigen presentation and processing which corresponds with enhanced immunogenicity. These findings support a model in which T cells constrain the expansion of DNMT3A-mutated HSCs, until T cell exhaustion occurs, leading to further expansion of the mutated clone and an increased chance of transformation into AML.\\n Citation Format: Kyle A Romine, Daniel Ssozi, Tina Mujica, Yoke Lee, Jennifer Trowbridge, Peter van Galen. Mechanisms of adaptive immune evasion by pre-leukemic DNMT3A-mutated blood cell clones [abstract]. In: Proceedings of the AACR Special Conference: Acute Myeloid Leukemia and Myelodysplastic Syndrome; 2023 Jan 23-25; Austin, TX. 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引用次数: 0
摘要
造血干细胞(HSC)经常随着年龄的增长而发生基因突变。来自单个HSC的血细胞扩增被称为克隆性造血(CH),这种情况通常发生在急性髓性白血病(AML)之前。CH在老年人中很常见:到60岁时,大约10%的人的血细胞群克隆扩增,并伴有白血病相关突变。CH中最常见的突变(占所有病例的50%)使DNA甲基转移酶DNMT3A失活,DNMT3A通过CpG富集区的甲基化调节基因表达。这些突变在衰老和炎症过程中提供了比健康HSC的选择性优势。我们的目标是发现允许DNMT3A驱动的CH克隆扩增的机制。更好地理解这些机制将启发新的治疗策略来限制克隆扩增并提高存活率。为了评估骨髓细胞中DNMT3A突变的转录后果,我们分析了我们之前发表的DNMT3A变异AML患者样本的单细胞RNA测序数据。我们发现DNMT3A突变细胞中的抗原呈递特征沿着髓系分化轨迹显著富集。来自这些相同患者的CD8+T细胞具有显著增加的T细胞活化和T细胞耗竭的特征。T细胞耗竭发生在活化的T细胞已经连续暴露于抗原之后。衰竭的T细胞缺乏大多数效应器功能和适当监测(即识别突变细胞表面的突变肽并在识别时杀死靶标)和抑制突变细胞扩增的能力。我们假设DNMT3A驱动的CH通过慢性抗原刺激和最终促进T细胞耗竭而导致免疫监视的逃避。这将允许突变细胞的进一步扩增和CH转化为AML。为了在功能上验证这一假设,我们评估了Dnmt3a-CH的小鼠模型是否重述了我们的人类数据。事实上,小鼠Dnmt3a-CH细胞的scRNA-seq数据显示,在整个骨髓分化轨迹中,抗原呈递特征显著增加。此外,CD8+T细胞具有增加的活化特征。接下来,我们用DQ卵清蛋白对来源于Dnmt3a CH小鼠的骨髓细胞进行脉冲处理,以功能性测试Dnmt3a突变的CH细胞是否具有增强的抗原呈递。DQ卵清蛋白是一种自猝灭的外源蛋白,当在吞噬溶酶体中内吞和消化时会变为荧光蛋白。Dnmt3a突变的HSC和LSKs显著增加了DQ-OVA的摄取和加工。总之,我们发现DNMT3A-CH细胞具有增加的抗原呈递和处理,这与增强的免疫原性相对应。这些发现支持了一种模型,在该模型中,T细胞限制DNMT3A突变HSC的扩增,直到T细胞耗竭发生,导致突变克隆的进一步扩增和转化为AML的机会增加。引文格式:Kyle A Romine,Daniel Ssozi,Tina Mujica,Yoke Lee,Jennifer Trowbridge,Peter van Galen。白血病前期DNMT3A突变血细胞克隆的适应性免疫逃避机制[摘要]。载:AACR特别会议论文集:急性髓细胞白血病和骨髓增生异常综合征;2023年1月23日至25日;德克萨斯州奥斯汀。费城(PA):AACR;血液癌症Discov 2023;4(3_Suppl):摘要编号A28。
Abstract A28: Mechanisms of adaptive immune evasion by pre-leukemic DNMT3A-mutated blood cell clones
Hematopoietic stem cells (HSC) frequently acquire gene mutations with age. An expansion of blood cells derived from a single HSC is termed clonal hematopoiesis (CH), a condition that often precedes acute myeloid leukemia (AML). CH is common in elderly individuals: by age 60, approximately 10% of individuals have a clonally expanded blood cell population with a leukemia-associated mutation. The most common mutations in CH (50% of all cases) inactivate the DNA methyltransferase DNMT3A, which regulates gene expression via methylation of CpG rich regions. These mutations provide a selective advantage over healthy HSCs during aging and inflammation. Our goal is to discover mechanisms that allow for clonal expansion of DNMT3A-driven CH. A better understanding of these mechanisms will inspire new therapeutic strategies to limit clonal expansion and increase survival. To evaluate the transcriptional consequences of DNMT3A mutations in myeloid cells, we analyzed our previously published single-cell RNA-sequencing data of DNMT3A-mutated AML patient samples. We found a significant enrichment of antigen presentation signatures in DNMT3A mutated cells along the myeloid differentiation trajectory. CD8+ T cells from these same patients had significantly increased signatures of T cell activation and T cell exhaustion. T cell exhaustion occurs after an activated T cell has been continuously exposed to antigens. Exhausted T cells lack most effector functions and the ability to properly surveil (i.e. recognize mutant peptides presented on the surface of mutated cells and kill the target upon recognition) and restrain mutant cells from expanding. We hypothesize that DNMT3A-driven CH leads to escape of immune surveillance via chronic antigen stimulation and eventual promotion of T cell exhaustion. This would allow for further expansion of the mutated cells and the transformation of CH into AML. To functionally test this hypothesis, we evaluated whether a mouse model of Dnmt3a-CH recapitulated our human data. Indeed, scRNA-seq data of mouse Dnmt3a-CH cells showed significantly increased antigen presentation signatures across the myeloid differentiation trajectory. Additionally, CD8+ T cells had increased signatures of activation. We next functionally tested whether Dnmt3a-mutated CH cells had enhanced antigen presentation by pulsing bone marrow cells derived from Dnmt3a-CH mice with DQ-Ovalbumin, a self-quenched exogenous protein that becomes fluorescent when endocytosed and digested in the phagolysosome. Dnmt3a-mutated HSCs and LSKs had significantly increased DQ-OVA uptake and processing. In conclusion, we found that DNMT3A-CH cells have increased antigen presentation and processing which corresponds with enhanced immunogenicity. These findings support a model in which T cells constrain the expansion of DNMT3A-mutated HSCs, until T cell exhaustion occurs, leading to further expansion of the mutated clone and an increased chance of transformation into AML.
Citation Format: Kyle A Romine, Daniel Ssozi, Tina Mujica, Yoke Lee, Jennifer Trowbridge, Peter van Galen. Mechanisms of adaptive immune evasion by pre-leukemic DNMT3A-mutated blood cell clones [abstract]. In: Proceedings of the AACR Special Conference: Acute Myeloid Leukemia and Myelodysplastic Syndrome; 2023 Jan 23-25; Austin, TX. Philadelphia (PA): AACR; Blood Cancer Discov 2023;4(3_Suppl):Abstract nr A28.
期刊介绍:
The journal Blood Cancer Discovery publishes high-quality Research Articles and Briefs that focus on major advances in basic, translational, and clinical research of leukemia, lymphoma, myeloma, and associated diseases. The topics covered include molecular and cellular features of pathogenesis, therapy response and relapse, transcriptional circuits, stem cells, differentiation, microenvironment, metabolism, immunity, mutagenesis, and clonal evolution. These subjects are investigated in both animal disease models and high-dimensional clinical data landscapes.
The journal also welcomes submissions on new pharmacological, biological, and living cell therapies, as well as new diagnostic tools. They are interested in prognostic, diagnostic, and pharmacodynamic biomarkers, and computational and machine learning approaches to personalized medicine. The scope of submissions ranges from preclinical proof of concept to clinical trials and real-world evidence.
Blood Cancer Discovery serves as a forum for diverse ideas that shape future research directions in hematooncology. In addition to Research Articles and Briefs, the journal also publishes Reviews, Perspectives, and Commentaries on topics of broad interest in the field.