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单细胞RNA测序揭示了不同自然杀伤细胞亚群在散发性肌萎缩侧索硬化症中的作用。

Single-cell RNA sequencing highlights the role of distinct natural killer subsets in sporadic amyotrophic lateral sclerosis.

作者信息

Álvarez-Sánchez Esther, Carbayo Álvaro, Valle-Tamayo Natalia, Muñoz Laia, Aumatell Joaquim, Torres Soraya, Rubio-Guerra Sara, García-Castro Jesús, Selma-González Judit, Alcolea Daniel, Turon-Sans Janina, Lleó Alberto, Illán-Gala Ignacio, Fortea Juan, Rojas-García Ricard, Dols-Icardo Oriol

机构信息

Memory Unit, Neurology Department and Institut de Recerca Sant Pau, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Sant Quintí 77-79, 08041, Barcelona, Spain.

Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain.

出版信息

J Neuroinflammation. 2025 Jan 23;22(1):15. doi: 10.1186/s12974-025-03347-0.

Abstract

BACKGROUND

Neuroinflammation plays a major role in amyotrophic lateral sclerosis (ALS), and cumulative evidence suggests that systemic inflammation and the infiltration of immune cells into the brain contribute to this process. However, no study has investigated the role of peripheral blood immune cells in ALS pathophysiology using single-cell RNA sequencing (scRNAseq).

METHODS

We aimed to characterize immune cells from blood and identify ALS-related immune alterations at single-cell resolution. For this purpose, peripheral blood mononuclear cells (PBMC) were isolated from 14 ALS patients and 14 cognitively unimpaired healthy individuals (HC), matched by age and gender, and cryopreserved until library preparation and scRNAseq. We analyzed differences in the proportions of PBMC, gene expression, and cell-cell communication patterns between ALS patients and HC, as well as their association with plasma neurofilament light (NfL) concentrations, a surrogate biomarker for neurodegeneration. Flow cytometry was used to validate alterations in cell type proportions.

RESULTS

We identified the expansion of CD56 natural killer (NK) cells in ALS (fold change = 2; adj. p-value = 0.0051), mainly driven by a specific subpopulation, NK_2 cells (fold change = 3.12; adj. p-value = 0.0001), which represent a mature and cytotoxic CD56 NK subset. Our results revealed extensive gene expression alterations in NK_2 cells, pointing towards the activation of immune response (adj. p-value = 9.2 × 10) and the regulation of lymphocyte proliferation (adj. p-value = 6.46 × 10). We also identified gene expression changes in other immune cells, such as classical monocytes, and distinct CD8 + effector memory T cells which suggested enhanced antigen presentation via major histocompatibility class-II (adj. p-value = 1.23 × 10) in ALS. The inference of cell-cell communication patterns demonstrated that the interaction between HLA-E and CD94:NKG2C from different lymphocytes to NK_2 cells is unique to ALS blood compared to HC. Finally, regression analysis revealed that the proportion of CD56 NK cells along with the ALSFRS-r, disease duration, and gender, explained up to 76.4% of the variance in plasma NfL levels.

CONCLUSION

Our results reveal a signature of relevant changes occurring in peripheral blood immune cells in ALS and underscore alterations in the proportion, gene expression, and signaling patterns of a cytotoxic and terminally differentiated CD56 NK subpopulation (NK_2), as well as a possible role of CD56 NK cells in neurodegeneration.

摘要

背景

神经炎症在肌萎缩侧索硬化症(ALS)中起主要作用,越来越多的证据表明全身炎症以及免疫细胞浸润到大脑中促成了这一过程。然而,尚无研究使用单细胞RNA测序(scRNAseq)来研究外周血免疫细胞在ALS病理生理学中的作用。

方法

我们旨在以单细胞分辨率表征血液中的免疫细胞,并确定与ALS相关的免疫改变。为此,从14例ALS患者和14例年龄和性别匹配的认知未受损健康个体(HC)中分离外周血单个核细胞(PBMC),并冷冻保存直至文库制备和scRNAseq。我们分析了ALS患者和HC之间PBMC比例、基因表达和细胞间通讯模式的差异,以及它们与血浆神经丝轻链(NfL)浓度(神经退行性变的替代生物标志物)的关联。使用流式细胞术验证细胞类型比例的变化。

结果

我们发现ALS患者中CD56自然杀伤(NK)细胞扩增(倍数变化=2;校正p值=0.0051),主要由特定亚群NK_2细胞驱动(倍数变化=3.12;校正p值=0.0001),NK_2细胞代表成熟且具有细胞毒性的CD56 NK亚群。我们的结果揭示了NK_2细胞中广泛的基因表达改变,表明免疫反应激活(校正p值=9.2×10)和淋巴细胞增殖调节(校正p值=6.46×10)。我们还确定了其他免疫细胞中的基因表达变化,如经典单核细胞和不同的CD8+效应记忆T细胞,这表明ALS中通过主要组织相容性复合体II类增强了抗原呈递(校正p值=1.23×10)。细胞间通讯模式的推断表明,与HC相比,不同淋巴细胞中的HLA-E与NK_2细胞中的CD94:NKG2C之间的相互作用在ALS血液中是独特的。最后,回归分析显示,CD56 NK细胞比例与ALSFRS-r、疾病持续时间和性别一起,解释了血浆NfL水平高达76.4%的方差。

结论

我们的结果揭示了ALS外周血免疫细胞中发生的相关变化特征,并强调了细胞毒性和终末分化的CD56 NK亚群(NK_2)在比例、基因表达和信号模式方面的改变,以及CD56 NK细胞在神经退行性变中的可能作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e8b/11756089/c0236f26d2d4/12974_2025_3347_Fig1_HTML.jpg

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