Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy.
Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Cell Mol Life Sci. 2023 Aug 5;80(8):241. doi: 10.1007/s00018-023-04885-7.
Spinal muscular atrophy (SMA) is a neurodegenerative disorder caused by mutations in the SMN1 gene resulting in reduced levels of the SMN protein. Nusinersen, the first antisense oligonucleotide (ASO) approved for SMA treatment, binds to the SMN2 gene, paralogue to SMN1, and mediates the translation of a functional SMN protein. Here, we used longitudinal high-resolution mass spectrometry (MS) to assess both global proteome and metabolome in cerebrospinal fluid (CSF) from ten SMA type 3 patients, with the aim of identifying novel readouts of pharmacodynamic/response to treatment and predictive markers of treatment response. Patients had a median age of 33.5 [29.5; 38.25] years, and 80% of them were ambulant at time of the enrolment, with a median HFMSE score of 37.5 [25.75; 50.75]. Untargeted CSF proteome and metabolome were measured using high-resolution MS (nLC-HRMS) on CSF samples obtained before treatment (T0) and after 2 years of follow-up (T22). A total of 26 proteins were found to be differentially expressed between T0 and T22 upon VSN normalization and LIMMA differential analysis, accounting for paired replica. Notably, key markers of the insulin-growth factor signaling pathway were upregulated after treatment together with selective modulation of key transcription regulators. Using CombiROC multimarker signature analysis, we suggest that detecting a reduction of SEMA6A and an increase of COL1A2 and GRIA4 might reflect therapeutic efficacy of nusinersen. Longitudinal metabolome profiling, analyzed with paired t-Test, showed a significant shift for some aminoacid utilization induced by treatment, whereas other metabolites were largely unchanged. Together, these data suggest perturbation upon nusinersen treatment still sustained after 22 months of follow-up and confirm the utility of CSF multi-omic profiling as pharmacodynamic biomarker for SMA type 3. Nonetheless, validation studies are needed to confirm this evidence in a larger sample size and to further dissect combined markers of response to treatment.
脊髓性肌萎缩症(SMA)是一种由 SMN1 基因突变引起的神经退行性疾病,导致 SMN 蛋白水平降低。Nusinersen 是首个获批用于 SMA 治疗的反义寡核苷酸(ASO)药物,它与 SMN1 基因的同源物 SMN2 结合,介导功能性 SMN 蛋白的翻译。在这里,我们使用纵向高分辨率质谱(MS)来评估 10 名 SMA 3 型患者脑脊液(CSF)中的全蛋白质组和代谢组,旨在鉴定新的药效学/治疗反应的读出和治疗反应的预测标志物。患者的中位年龄为 33.5 [29.5; 38.25] 岁,80%的患者在入组时可独立行走,中位 HFMSE 评分为 37.5 [25.75; 50.75]。在治疗前(T0)和 2 年随访后(T22),使用高分辨率 MS(nLC-HRMS)测量 CSF 样本的非靶向 CSF 蛋白质组和代谢组。在 VSN 归一化和 LIMMA 差异分析后,发现有 26 种蛋白质在 T0 和 T22 之间存在差异表达,并考虑了配对复制。值得注意的是,胰岛素生长因子信号通路的关键标志物在治疗后上调,同时选择性地调节了关键转录调节剂。使用 CombiROC 多标志物特征分析,我们建议检测 SEMA6A 的减少和 COL1A2 和 GRIA4 的增加可能反映 nusinersen 的治疗效果。使用配对 t 检验进行的纵向代谢组学分析显示,一些氨基酸利用的显著变化是由治疗引起的,而其他代谢物则基本不变。总的来说,这些数据表明,在 22 个月的随访后,nusinersen 治疗仍会引起扰动,并证实了 CSF 多组学分析作为 SMA 3 型药效学生物标志物的实用性。然而,需要验证性研究来在更大的样本量中证实这一证据,并进一步剖析对治疗反应的联合标志物。