Integrative Genomic and Transcriptomic Analysis Reveals Targetable Vulnerabilities in Angioimmunoblastic T‐Cell Lymphoma

IF 10.1 1区 医学 Q1 HEMATOLOGY
Alyssa Bouska, Weiwei Zhang, Sunandini Sharma, Harald Holte, Rauf A. Shah, Waseem G. Lone, Mahfuza Afroz Soma, Ruimeng Yang, Xuxiang Liu, Syed Mehmood, Ravneet Singh Chawla, Luca Vincenzo Cappelli, Danilo Fiore, Qiang Gong, Tayla B. Heavican‐Foral, Jeffrey J. Cannatella, Catalina Amador, Aiza Arif, Lynette M. Smith, Soon Thye Lim, Choon Kiat Ong, Andrew L. Feldman, Ming‐Qing Du, Anamarija M. Perry, Laurence de Leval, Timothy C. Greiner, Kai Fu, Gunhild Trøen, Daniel Vodák, Sigve Nakken, Jan Delabie, David Weinstock, Stefano Pileri, Antonella Laginestra, KyeongJin Kim, Utpal Pajvani, Julie M. Vose, Dennis D. Weisenburger, Steven M. Horwitz, Sandeep Dave, Joseph Khoury, Giorgio Inghirami, Wing C. Chan, Javeed Iqbal
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引用次数: 0

Abstract

Nodal follicular helper T‐cell (TFH) lymphoma of the angioimmunoblastic (AITL) subtype has a dismal prognosis. Using whole‐exome sequencing (n = 124), transcriptomic (n = 78), and methylation (n = 40) analysis, we identified recurrent mutations in known epigenetic drivers (TET2, DNMT3A, IDH2R172) and novel ones (TET3, KMT2D). TET2, IDH2R172, DNMT3A co‐mutated AITLs had poor prognosis (p < 0.0001). Genes regulating T‐cell receptor (TCR) signaling (CD28, PLCG1, VAV1, FYN) or activation (RHOAG17V) or regulators of the PI3K‐pathway (PIK(3)C members, PTEN, PHLPP1, PHLPP2) were mutated. CD28 mutation/fusion was associated with poor prognosis (p = 0.02). WES of purified, neoplastic T‐cell (CD3+PD1+) demonstrated high concordance with whole tumor biopsies and validated the presence of TET2 and DNMT3A in tumor and non‐lymphoid cells, but other mutations (CD28, RHOAG17V, IDH2R172, PLCG1) in neoplastic cells. Integrated DNA‐methylation and mRNA expression analysis revealed epigenetic alterations in genes regulating TCR, cytokines, PI3K‐signaling, and apoptosis. RNA‐seq analysis identified fusion transcripts regulating TCR‐activation (8%), revealed a restricted TCR‐repertoire (α = 87%, β = 72%), and showed the presence of Epstein–Barr virus transcriptome (73%). GEP demonstrated the association of B‐cells or dendritic cells in the tumor milieu with prognosis (p < 0.01). RNA‐seq and WES analysis of 12 AITL‐patient‐derived‐xenografts (PDX) showed that bi‐allelic TET2 and DNMT3A mutations or sub‐clonal mutations (PLCG1, PHLPP2) propagated in sequential passages, and gene signatures related to TFH and TCM (central‐memory) were well‐maintained through passages. Gene expression signatures associated with late PDX passages (3rd–5th) were enriched with proliferation and metabolic reprogramming‐related genes and predicted prognosis in an independent AITL series. Low PHLPP2 mRNA expression predicted poor prognosis (p = 0.05) and engineered PHLPP2 or TET2 loss in CD4+ T‐cells showed enhanced PI(3)K activation, thus uncovering a therapeutic target for clinical trials.
综合基因组学和转录组学分析揭示了血管免疫母细胞淋巴瘤的可靶向性脆弱性
血管免疫母细胞(AITL)亚型的结性滤泡辅助T细胞(TFH)淋巴瘤预后不佳。通过全外显子组测序(n = 124)、转录组分析(n = 78)和甲基化分析(n = 40),我们确定了已知表观遗传驱动因子(TET2、DNMT3A、IDH2R172)和新表观遗传驱动因子(TET3、KMT2D)的复发突变。TET2、IDH2R172、DNMT3A共突变的aitl预后较差(p <;0.0001)。调节T细胞受体(TCR)信号通路(CD28、PLCG1、VAV1、FYN)或激活(RHOAG17V)或PI3K通路调节因子(PIK(3)C成员、PTEN、PHLPP1、PHLPP2)的基因发生突变。CD28突变/融合与预后不良相关(p = 0.02)。纯化的肿瘤T细胞(CD3+PD1+)的WES与整个肿瘤活检显示出高度的一致性,并证实了肿瘤和非淋巴样细胞中存在TET2和DNMT3A,但肿瘤细胞中存在其他突变(CD28, RHOAG17V, IDH2R172, PLCG1)。综合DNA甲基化和mRNA表达分析显示,调控TCR、细胞因子、PI3K信号和细胞凋亡的基因发生了表观遗传改变。RNA‐seq分析鉴定出调节TCR‐激活的融合转录本(8%),显示TCR‐库受限(α = 87%, β = 72%),并显示存在Epstein-Barr病毒转录组(73%)。GEP证实肿瘤环境中的B细胞或树突状细胞与预后相关(p <;0.01)。对12例AITL患者来源的异种移植物(PDX)的RNA - seq和WES分析显示,双等位基因TET2和DNMT3A突变或亚克隆突变(PLCG1, PHLPP2)在序列传代中繁殖,并且与TFH和TCM(中央记忆)相关的基因特征在传代中得到很好的维持。在一个独立的AITL系列中,与PDX晚期传代(3 - 5)相关的基因表达特征富集了增殖和代谢重编程相关基因,并预测了预后。PHLPP2 mRNA的低表达预示着不良预后(p = 0.05), CD4+ T细胞中PHLPP2或TET2的工程化缺失显示出PI(3)K活化增强,从而为临床试验揭示了一个治疗靶点。
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来源期刊
CiteScore
15.70
自引率
3.90%
发文量
363
审稿时长
3-6 weeks
期刊介绍: The American Journal of Hematology offers extensive coverage of experimental and clinical aspects of blood diseases in humans and animal models. The journal publishes original contributions in both non-malignant and malignant hematological diseases, encompassing clinical and basic studies in areas such as hemostasis, thrombosis, immunology, blood banking, and stem cell biology. Clinical translational reports highlighting innovative therapeutic approaches for the diagnosis and treatment of hematological diseases are actively encouraged.The American Journal of Hematology features regular original laboratory and clinical research articles, brief research reports, critical reviews, images in hematology, as well as letters and correspondence.
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