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评估选定的通透化方法对淋巴细胞单细胞多组学的影响。

Assessing the Influence of Selected Permeabilization Methods on Lymphocyte Single-Cell Multi-Omics.

作者信息

Ding Shifan, Lu Na, Abolhassani Hassan

机构信息

Division of Immunology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, 17177 Stockholm, Sweden.

Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Sciences, Tehran 1419733151, Iran.

出版信息

Antibodies (Basel). 2025 Feb 10;14(1):15. doi: 10.3390/antib14010015.

Abstract

(1) Background: Single-cell multi-omics is a powerful method for the dissection and detection of complicated immunologic functions and synapses. However, most currently available technologies merge datasets of different omics from separate portions of the same sample to generate combined multi-omics. This process is a source of bias, mainly in the field of immunology on cells originating from pluripotent hematopoietic stem cells with high flexibility during maturation. (2) Methods: Although new multi-omics approaches have been developed to use the advantages of cellular and molecular barcoding and next-generation sequencing to solve this issue, one of the main current challenges is intracellular proteomics, which should be combined with other omics data with high importance for immune system studies. We designed this study to evaluate previously recommended minimal permeabilization and fixation methods on the quality and quantity of transcriptomics and proteomics data generated by the BD Rhapsody™ Single-Cell Analysis System. (3) Results: Our findings showed that high-throughput sequencing with advanced quality and read-out is required for the combination of multi-omics outcomes from a permeabilized single cell. Therefore, the HiseqX platform was selected for further analysis. The effect of immune stimulation was observed clearly as the separated clusters of helper and cytotoxic T cells using unsupervised clustering. Importantly, fixation and permeabilization did not affect the general expression profile of unstimulated cells. However, fixation and permeabilization were proved to negatively impact the detection of the whole transcriptome for single-cell assay. Nevertheless, about 60% of the transcriptomic signature of the stimulation was detected. If the measurement of combined surface and intracellular markers is required to be achieved, the modified fixation and permeabilization method is recommended because of a lower transcriptomic loss and more precise proteomic fingerprint detected. (4) Conclusions: The findings of this study support the potential possibility for integrating intracellular proteomics, which needs to be optimized and tested with newly designed oligonucleotide-tagged antibodies targeting intracellular proteins.

摘要

(1) 背景:单细胞多组学是剖析和检测复杂免疫功能及突触的强大方法。然而,目前大多数可用技术将来自同一样本不同部分的不同组学数据集合并,以生成组合多组学数据。这一过程是偏差的来源,主要存在于源自多能造血干细胞且成熟过程中具有高度灵活性的细胞的免疫学领域。(2) 方法:尽管已开发出新的多组学方法,利用细胞和分子条形码以及下一代测序的优势来解决这一问题,但当前主要挑战之一是细胞内蛋白质组学,它应与对免疫系统研究具有高度重要性的其他组学数据相结合。我们设计本研究以评估先前推荐的最小透化和固定方法对BD Rhapsody™单细胞分析系统生成的转录组学和蛋白质组学数据的质量和数量的影响。(3) 结果:我们的研究结果表明,对于透化单细胞的多组学结果的组合,需要高质量和读出的高通量测序。因此,选择HiseqX平台进行进一步分析。使用无监督聚类清晰观察到辅助性T细胞和细胞毒性T细胞的分离簇,显示出免疫刺激的效果。重要的是,固定和透化不影响未刺激细胞的总体表达谱。然而,固定和透化被证明对单细胞测定的全转录组检测有负面影响。尽管如此,仍检测到约60%的刺激转录组特征。如果需要实现表面和细胞内标志物的联合测量,由于转录组损失较低且检测到的蛋白质组指纹更精确,建议采用改良的固定和透化方法。(4) 结论:本研究结果支持整合细胞内蛋白质组学的潜在可能性,这需要用新设计的靶向细胞内蛋白质的寡核苷酸标记抗体进行优化和测试。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/408a/11843891/18d18b6c68b0/antibodies-14-00015-g001.jpg

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