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ASPIRO 研究的高通量转录组分析,这是一项针对 X 连锁肌小管肌病基因替代治疗的 1/2/3 期研究。

High-throughput transcriptome analyses from ASPIRO, a phase 1/2/3 study of gene replacement therapy for X-linked myotubular myopathy.

机构信息

Astellas Gene Therapies (formerly Audentes Therapeutics), San Francisco, CA, USA.

Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.

出版信息

Am J Hum Genet. 2023 Oct 5;110(10):1648-1660. doi: 10.1016/j.ajhg.2023.08.008. Epub 2023 Sep 5.

Abstract

X-linked myotubular myopathy (XLMTM) is a severe congenital disease characterized by profound muscle weakness, respiratory failure, and early death. No approved therapy for XLMTM is currently available. Adeno-associated virus (AAV)-mediated gene replacement therapy has shown promise as an investigational therapeutic strategy. We aimed to characterize the transcriptomic changes in muscle biopsies of individuals with XLMTM who received resamirigene bilparvovec (AT132; rAAV8-Des-hMTM1) in the ASPIRO clinical trial and to identify potential biomarkers that correlate with therapeutic outcome. We leveraged RNA-sequencing data from the muscle biopsies of 15 study participants and applied differential expression analysis, gene co-expression analysis, and machine learning to characterize the transcriptomic changes at baseline (pre-dose) and at 24 and 48 weeks after resamirigene bilparvovec dosing. As expected, MTM1 expression levels were significantly increased after dosing (p < 0.0001). Differential expression analysis identified upregulated genes after dosing that were enriched in several pathways, including lipid metabolism and inflammatory response pathways, and downregulated genes were enriched in cell-cell adhesion and muscle development pathways. Genes involved in inflammatory and immune pathways were differentially expressed between participants exhibiting ventilator support reduction of either greater or less than 6 h/day after gene therapy compared to pre-dosing. Co-expression analysis identified similarly regulated genes, which were grouped into modules. Finally, the machine learning model identified five genes, including MTM1, as potential RNA biomarkers to monitor the progress of AAV gene replacement therapy. These findings further extend our understanding of AAV-mediated gene therapy in individuals with XLMTM at the transcriptomic level.

摘要

X 连锁肌小管肌病(XLMTM)是一种严重的先天性疾病,其特征为严重的肌肉无力、呼吸衰竭和早期死亡。目前尚无针对 XLMTM 的批准疗法。腺相关病毒(AAV)介导的基因替代疗法已被证明是一种有前途的治疗策略。我们旨在对接受 resamirigene bilparvovec(AT132;rAAV8-Des-hMTM1)的 XLMTM 患者肌肉活检的转录组变化进行特征描述,并确定与治疗结果相关的潜在生物标志物。我们利用来自 15 名研究参与者的肌肉活检的 RNA 测序数据,并应用差异表达分析、基因共表达分析和机器学习来描述基线(预剂量)和 resamirigene bilparvovec 给药后 24 和 48 周时的转录组变化。正如预期的那样,MTM1 表达水平在给药后显著增加(p<0.0001)。差异表达分析确定了给药后上调的基因,这些基因在几个途径中富集,包括脂质代谢和炎症反应途径,而下调的基因在细胞-细胞黏附和肌肉发育途径中富集。与基因治疗后每天减少呼吸机支持时间大于或小于 6 小时的参与者相比,参与炎症和免疫途径的基因在给药前后存在差异表达。共表达分析确定了类似调节的基因,这些基因被分为模块。最后,机器学习模型确定了五个基因,包括 MTM1,作为监测 AAV 基因替代治疗进展的潜在 RNA 生物标志物。这些发现进一步扩展了我们对 XLMTM 患者 AAV 介导基因治疗的转录组水平的理解。

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