Macnair Will, Calini Daniela, Agirre Eneritz, Bryois Julien, Jäkel Sarah, Smith Rebecca Sherrard, Kukanja Petra, Stokar-Regenscheit Nadine, Ott Virginie, Foo Lynette C, Collin Ludovic, Schippling Sven, Urich Eduard, Nutma Erik, Marzin Manuel, Ansaloni Federico, Amor Sandra, Magliozzi Roberta, Heidari Elyas, Robinson Mark D, Ffrench-Constant Charles, Castelo-Branco Gonçalo, Williams Anna, Malhotra Dheeraj
Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland.
Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center, Basel, Switzerland.
Neuron. 2025 Feb 5;113(3):396-410.e9. doi: 10.1016/j.neuron.2024.11.016. Epub 2024 Dec 20.
Poor understanding of the cellular and molecular basis of clinical and genetic heterogeneity in progressive multiple sclerosis (MS) has hindered the search for new effective therapies. To address this gap, we analyzed 632,000 single-nucleus RNA sequencing profiles from 156 brain tissue samples of MS and control donors to examine inter- and intra-donor heterogeneity. We found distinct cell type-specific gene expression changes between MS gray and white matter, highlighting clear pathology differences. MS lesion subtypes had different cellular compositions but surprisingly similar cell-type gene expression patterns both within and across patients, suggesting global changes. Most gene expression variability was instead explained by patient effects, allowing us to stratify patients and describe the different pathological processes occurring between patient subgroups. Future mapping of these brain molecular profiles with blood and/or CSF profiles from living MS patients will allow precision medicine approaches anchored in patient-specific pathological processes.
对进展性多发性硬化症(MS)临床和遗传异质性的细胞及分子基础了解不足,阻碍了新型有效疗法的探索。为填补这一空白,我们分析了来自MS患者和对照供体的156个脑组织样本的632,000个单核RNA测序图谱,以研究供体间和供体内的异质性。我们发现MS灰质和白质之间存在明显的细胞类型特异性基因表达变化,突出了明显的病理差异。MS病变亚型具有不同的细胞组成,但令人惊讶的是,患者内部和患者之间的细胞类型基因表达模式相似,表明存在整体变化。相反,大多数基因表达变异性是由患者效应解释的,这使我们能够对患者进行分层,并描述患者亚组之间发生的不同病理过程。未来将这些脑部分子图谱与活体MS患者的血液和/或脑脊液图谱进行比对,将有助于基于患者特异性病理过程的精准医学方法的实现。