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利用通过人工智能和实验发现的新型可电离且可裂解脂质开发用于癌症治疗的BMX siRNA脂质纳米颗粒。

Development of BMX siRNA lipid nanoparticles using novel ionizable and cleavable lipids discovered through AI and experimentation for cancer therapy.

作者信息

Alasmari Abdulaziz, Elsanhoury Rwan, Kumar Avinash, Dave Rutesh, Jumaa Mouhannad, Al-Fayoumi Suliman, Nazzal Sami, Fayyad Ahmed Abu

机构信息

Division of Pharmaceutical Sciences, Arnold and Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, NY, USA.

Fekra Therapeutics Inc., Boston, MA, USA.

出版信息

Int J Pharm. 2025 Nov 10;684:126183. doi: 10.1016/j.ijpharm.2025.126183. Epub 2025 Sep 15.

Abstract

In this work, ionizable and cleavable lipids were designed, synthesized, and characterized. The lipids were derived from the γ-T isomer of vitamin E and were used to develop novel lipid nanoparticles (LNPs) targeting Bone Marrow on X chromosome (BMX). BMX is a promising and emerging target for the development of advanced cancer therapeutics. Our team recently reported on targeting BMX using small-molecule modalities. Here, we are expanding the modality of targeting employing BMX siRNA LNPs. AI and experimental design (QbD) were used to develop an optimal formulation for the BMX siRNA delivery. AI tools helped in designing the optimal ionizable lipid and further assisted in revealing the desired interaction between the ionizable lipids and the BMX siRNA. The BXM siRNA LNPs developed in this study were initially designed based on the compositions of the FDA-approved Onpattro formulation. The vitamin E-based ionizable and cleavable lipids were synthesized and chemically characterized using H NMR. QbD played a crucial role in achieving the optimal formulation composition of the LNPs. The optimized BMX siRNA LNP compositions were prepared using methanol dilution and extrusion methods. The developed LNPs were characterized for their physicochemical properties, including particle size, zeta-potential, entrapment efficiency, and pH-dependent release. The in-vitro anticancer activity of the optimized BMX siRNA LPNs was also assessed. The particle size of the optimized BMX siRNA LNPs was in the range of 151 nm, with a zeta potential of 30 mV. The developed BMX siRNA LNPs exhibited a pH-dependent release profile, with the highest release occurring at an acidic pH of 5.5. The in-vitro anticancer activity of the developed BMX siRNA against two prostate cancer cell lines, DU145 and PC3, demonstrated statistically significant anticancer activity, as indicated by IC values of 1.1 µM and 1.3 µM, respectively, compared to the control and Onpattro-composition like formulations. Furthermore, the BMX siRNA LNP designed using the novel lipids showed a significant reduction in BMX mRNA expression levels in DU145 and PC3 cell lines compared to the control or the Onpattro-like formulation. Profoundly, the novel LNPs showed significant in-vivo anticancer activity in the Castration-Resistant Prostate Cancer (CRPC) animal model compared to control or the Onpattro-like formulation. The results from this study further support the promise of such novel LNPs in cancer therapeutics development.

摘要

在本研究中,设计、合成并表征了可电离和可裂解脂质。这些脂质衍生自维生素E的γ-T异构体,并用于开发靶向X染色体上骨髓(BMX)的新型脂质纳米颗粒(LNP)。BMX是先进癌症治疗药物开发中一个有前景且新兴的靶点。我们的团队最近报道了使用小分子模式靶向BMX。在此,我们正在扩展使用BMX siRNA LNP的靶向模式。采用人工智能和实验设计(QbD)来开发用于BMX siRNA递送的最佳配方。人工智能工具有助于设计最佳的可电离脂质,并进一步协助揭示可电离脂质与BMX siRNA之间的理想相互作用。本研究中开发的BXM siRNA LNP最初是基于FDA批准的Onpattro配方的组成进行设计的。合成了基于维生素E的可电离和可裂解脂质,并使用1H NMR进行了化学表征。QbD在实现LNP的最佳配方组成方面发挥了关键作用。使用甲醇稀释和挤压方法制备了优化的BMX siRNA LNP组合物。对所开发的LNP进行了物理化学性质表征,包括粒径、zeta电位、包封率和pH依赖性释放。还评估了优化后的BMX siRNA LPN的体外抗癌活性。优化后的BMX siRNA LNP的粒径在151nm范围内,zeta电位为30mV。所开发的BMX siRNA LNP表现出pH依赖性释放曲线,在酸性pH 5.5时释放最高。与对照和类似Onpattro配方的制剂相比,所开发的BMX siRNA对两种前列腺癌细胞系DU145和PC3的体外抗癌活性显示出统计学上显著的抗癌活性,IC值分别为1.1µM和1.3µM。此外,与对照或类似Onpattro的配方相比,使用新型脂质设计的BMX siRNA LNP在DU145和PC3细胞系中显示出BMX mRNA表达水平显著降低。与对照或类似Onpattro的配方相比,新型LNP在去势抵抗性前列腺癌(CRPC)动物模型中显示出显著的体内抗癌活性。本研究结果进一步支持了此类新型LNP在癌症治疗药物开发中的前景。

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