Katia Grillone, Serena Ascrizzi, Paolo Cremaschi, Jussara Amato, Nicoletta Polerà, Ottavio Croci, Roberta Rocca, Caterina Riillo, Francesco Conforti, Raffaele Graziano, Diego Brancaccio, Daniele Caracciolo, Stefano Alcaro, Bruno Pagano, Antonio Randazzo, Pierosandro Tagliaferri, Francesco Iorio, Pierfrancesco Tassone
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We performed an unbiased CRISPR-Cas9 loss-of-function screen of 671 lncRNAs in MM cells and their bortezomib (BZB)-resistant derivative. To rank functionally and clinically relevant candidates, we designed and used a bioinformatic prioritization pipeline combining functional data from cellular screens with prognostic and transcriptional data from patients with MM. With this approach, we unveiled and prioritized 8 onco-lncRNAs essential for MM cell fitness, associated with high expression and poor prognosis in patients with MM. The previously uncharacterized RP11-350G8.5 emerged as the most promising target, irrespective of BZB resistance. We (1) demonstrated the anti-tumoral effect obtained by RP11-350G8.5 inhibition in vitro and in vivo; (2) highlighted a modulation of the unfolded protein response and the induction of immunogenic cell death triggered by the RP11-350G8.5 knockout, via RNA sequencing and molecular studies; (3) characterized its cytoplasmic homing through RNA fluorescence in situ hybridization; and (4) predicted its 2-dimensional structure and identified 2 G-quadruplex and 3 hairpin-forming regions by biophysical assays, including thioflavin T, 1H nuclear magnetic resonance, and circular dichroism, to pave the way to the development of novel targeted therapeutics. 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引用次数: 0
摘要
多发性骨髓瘤(MM)是一种无法治愈的恶性肿瘤,其特点是编码基因和非编码基因的表达发生了改变,从而促进了肿瘤的生长和耐药性的产生。尽管长非编码 RNA(lncRNA)在多发性骨髓瘤中的关键作用已得到明确证实,但人们对非编码 RNA 组的功能却知之甚少,而这可能有助于设计新型疗法。我们在MM细胞及其硼替佐米(BZB)抗性衍生物中对671个lncRNA进行了无偏见的CRISPR-Cas9功能缺失筛选。为了对功能和临床相关的候选基因进行排序,我们设计并使用了生物信息学优先排序管道,将细胞筛选的功能数据与 MM 患者的预后和转录数据相结合。通过这种方法,我们揭示并优先选择了 8 个对 MM 细胞健康至关重要的 onco-lncRNA,它们与 MM 患者的高表达和不良预后有关。之前未表征的 RP11-350G8.5 成为最有希望的靶点,与 BZB 抗性无关。我们 i) 证实了 RP11-350G8.5 抑制剂在体外和体内的抗肿瘤效果;ii) 强调了 RP11-350G8.5 基因敲除对未折叠蛋白反应的调节作用以及诱导免疫原性细胞死亡的作用。ii)通过 RNA 序列分析和分子研究,强调了 RP11-350G8.5 基因敲除对未折叠蛋白反应的调节作用和诱导免疫性细胞死亡的作用;iii)通过 RNA-FISH 分析了其细胞质归宿的特征;iv)通过生物物理检测,包括硫黄素 T、1H-NMR 和环二色性,预测了其二维结构并确定了 2 个 G 型四联体和 3 个发夹形成区,为开发新型靶向疗法铺平了道路。总之,我们提供了有关 MM 中未探索的 lncRNA 的创新见解,并发现 RP11-350G8.5 是治疗无效和对 BZB 耐药的 MM 患者的致癌靶点。
An unbiased lncRNA dropout CRISPR-Cas9 screen reveals RP11-350G8.5 as a novel therapeutic target for multiple myeloma.
Abstract: Multiple myeloma (MM) is an incurable malignancy characterized by altered expression of coding and noncoding genes promoting tumor growth and drug resistance. Although the crucial role of long noncoding RNAs (lncRNAs) in MM is clearly established, the function of the noncoding RNAome, which might allow the design of novel therapeutics, is largely unknown. We performed an unbiased CRISPR-Cas9 loss-of-function screen of 671 lncRNAs in MM cells and their bortezomib (BZB)-resistant derivative. To rank functionally and clinically relevant candidates, we designed and used a bioinformatic prioritization pipeline combining functional data from cellular screens with prognostic and transcriptional data from patients with MM. With this approach, we unveiled and prioritized 8 onco-lncRNAs essential for MM cell fitness, associated with high expression and poor prognosis in patients with MM. The previously uncharacterized RP11-350G8.5 emerged as the most promising target, irrespective of BZB resistance. We (1) demonstrated the anti-tumoral effect obtained by RP11-350G8.5 inhibition in vitro and in vivo; (2) highlighted a modulation of the unfolded protein response and the induction of immunogenic cell death triggered by the RP11-350G8.5 knockout, via RNA sequencing and molecular studies; (3) characterized its cytoplasmic homing through RNA fluorescence in situ hybridization; and (4) predicted its 2-dimensional structure and identified 2 G-quadruplex and 3 hairpin-forming regions by biophysical assays, including thioflavin T, 1H nuclear magnetic resonance, and circular dichroism, to pave the way to the development of novel targeted therapeutics. Overall, we provided innovative insights about unexplored lncRNAs in MM and identified RP11-350G8.5 as an oncogenic target for treatment-naïve and BZB-resistant patients with MM.
期刊介绍:
Blood, the official journal of the American Society of Hematology, published online and in print, provides an international forum for the publication of original articles describing basic laboratory, translational, and clinical investigations in hematology. Primary research articles will be published under the following scientific categories: Clinical Trials and Observations; Gene Therapy; Hematopoiesis and Stem Cells; Immunobiology and Immunotherapy scope; Myeloid Neoplasia; Lymphoid Neoplasia; Phagocytes, Granulocytes and Myelopoiesis; Platelets and Thrombopoiesis; Red Cells, Iron and Erythropoiesis; Thrombosis and Hemostasis; Transfusion Medicine; Transplantation; and Vascular Biology. Papers can be listed under more than one category as appropriate.