A dynamic and multimodal framework to define microglial states

IF 21.2 1区 医学 Q1 NEUROSCIENCES
Roman Sankowski, Marco Prinz
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引用次数: 0

Abstract

The widespread use of single-cell RNA sequencing has generated numerous purportedly distinct and novel subsets of microglia. Here, we challenge this fragmented paradigm by proposing that microglia exist along a continuum rather than as discrete entities. We identify a methodological over-reliance on computational clustering algorithms as the fundamental issue, with arbitrary cluster numbers being interpreted as biological reality. Evidence suggests that the observed transcriptional diversity stems from a combination of microglial plasticity and technical noise, resulting in terminology describing largely overlapping cellular states. We introduce a continuous model of microglial states, where cell positioning along the continuum is determined by biological aging and cell-specific molecular contexts. The model accommodates the dynamic nature of microglia. We advocate for a parsimonious approach toward classification and terminology that acknowledges the continuous spectrum of microglial states, toward a robust framework for understanding these essential immune cells of the CNS.

Abstract Image

一个动态和多模态框架来定义小胶质细胞状态
单细胞RNA测序的广泛使用已经产生了许多据称独特和新颖的小胶质细胞亚群。在这里,我们通过提出小胶质细胞沿着一个连续体而不是作为离散实体存在来挑战这种碎片化的范式。我们认为方法上过度依赖计算聚类算法是根本问题,任意聚类数被解释为生物现实。有证据表明,观察到的转录多样性源于小胶质可塑性和技术噪音的结合,导致术语描述大量重叠的细胞状态。我们介绍了小胶质细胞状态的连续模型,其中细胞沿连续体的定位是由生物老化和细胞特异性分子环境决定的。该模型适应了小胶质细胞的动态特性。我们提倡用一种简洁的方法来分类和术语,承认小胶质细胞状态的连续光谱,朝着一个强大的框架来理解这些中枢神经系统的基本免疫细胞。
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来源期刊
Nature neuroscience
Nature neuroscience 医学-神经科学
CiteScore
38.60
自引率
1.20%
发文量
212
审稿时长
1 months
期刊介绍: Nature Neuroscience, a multidisciplinary journal, publishes papers of the utmost quality and significance across all realms of neuroscience. The editors welcome contributions spanning molecular, cellular, systems, and cognitive neuroscience, along with psychophysics, computational modeling, and nervous system disorders. While no area is off-limits, studies offering fundamental insights into nervous system function receive priority. The journal offers high visibility to both readers and authors, fostering interdisciplinary communication and accessibility to a broad audience. It maintains high standards of copy editing and production, rigorous peer review, rapid publication, and operates independently from academic societies and other vested interests. In addition to primary research, Nature Neuroscience features news and views, reviews, editorials, commentaries, perspectives, book reviews, and correspondence, aiming to serve as the voice of the global neuroscience community.
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