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利用单细胞RNA测序探究皮质脊髓神经元的再生异质性

Probing regenerative heterogeneity of corticospinal neurons with scRNA-Seq.

作者信息

Kim Hugo, Saikia Junmi, Monte Katlyn, Ha Eunmi, Romaus-Sanjurjo Daniel, Sanchez Joshua, Moore Andrea, Hernaiz-Llorens Marc, Chavez-Martinez Carmine, Agba Chimuanya, Li Haoyue, Lusk Daniel, Cervantes Kayla, Zheng Binhai

机构信息

University of California San Diego.

出版信息

Res Sq. 2023 Feb 21:rs.3.rs-2588274. doi: 10.21203/rs.3.rs-2588274/v1.

Abstract

The corticospinal tract (CST) is clinically important for the recovery of motor functions after spinal cord injury. Despite substantial progress in understanding the biology of axon regeneration in the central nervous system (CNS), our ability to promote CST regeneration remains limited. Even with molecular interventions, only a small proportion of CST axons regenerate. Here we investigate this heterogeneity in the regenerative ability of corticospinal neurons following and deletion with patch-based single cell RNA sequencing (scRNA-Seq), which enables deep sequencing of rare regenerating neurons. Bioinformatic analyses highlighted the importance of antioxidant response and mitochondrial biogenesis along with protein translation. Conditional gene deletion validated a role for NFE2L2 (or NRF2), a master regulator of antioxidant response, in CST regeneration. Applying Garnett, a supervised classification method, to our dataset gave rise to a Regenerating Classifier (RC), which, when applied to published scRNA-Seq data, generates cell type- and developmental stage-appropriate classifications. While embryonic brain, adult dorsal root ganglion and serotonergic neurons are classified as Regenerators, most neurons from adult brain and spinal cord are classified as Non-regenerators. Adult CNS neurons partially revert to a regenerative state soon after injury, which is accelerated by molecular interventions. Our data indicate the existence of universal transcriptomic signatures underlying the regenerative abilities of vastly different neuronal populations, and further illustrate that deep sequencing of only hundreds of phenotypically identified CST neurons has the power to reveal new insights into their regenerative biology.

摘要

皮质脊髓束(CST)对于脊髓损伤后运动功能的恢复具有重要临床意义。尽管在理解中枢神经系统(CNS)轴突再生生物学方面取得了重大进展,但我们促进CST再生的能力仍然有限。即使采用分子干预措施,也只有一小部分CST轴突能够再生。在此,我们采用基于贴片的单细胞RNA测序(scRNA-Seq)技术,对皮质脊髓神经元在[具体缺失情况未明确]缺失后的再生能力异质性进行研究,该技术能够对罕见的再生神经元进行深度测序。生物信息学分析突出了抗氧化反应、线粒体生物发生以及蛋白质翻译的重要性。条件性基因缺失验证了抗氧化反应的主要调节因子NFE2L2(或NRF2)在CST再生中的作用。将一种监督分类方法Garnett应用于我们的数据集,产生了一个再生分类器(RC),当将其应用于已发表的scRNA-Seq数据时,能够生成适合细胞类型和发育阶段的分类。虽然胚胎脑、成年背根神经节和血清素能神经元被分类为再生者,但来自成年脑和脊髓的大多数神经元被分类为非再生者。成年CNS神经元在损伤后不久会部分恢复到再生状态,分子干预可加速这一过程。我们的数据表明,在截然不同的神经元群体的再生能力背后存在普遍的转录组特征,并进一步说明,仅对数百个经表型鉴定的CST神经元进行深度测序就有能力揭示其再生生物学的新见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59e3/9980198/5b4e48d32fa3/nihpp-rs2588274v1-f0001.jpg

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