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

IF 2.7 Q3 IMMUNOLOGY Antibodies Pub Date : 2025-02-10 DOI:10.3390/antib14010015
Shifan Ding, Na Lu, Hassan Abolhassani
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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.

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评估选定的渗透方法对淋巴细胞单细胞多组学的影响。
(1)背景:单细胞多组学是解剖和检测复杂免疫功能和突触的有力方法。然而,目前大多数可用的技术合并来自同一样本不同部分的不同组学数据集,以生成组合的多组学。这一过程是偏见的来源,主要是在免疫学领域,对来自成熟过程中具有高度灵活性的多能造血干细胞的细胞。(2)方法:虽然新的多组学方法已经开发出来,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,但目前面临的主要挑战之一是细胞内蛋白质组学,它应该与其他对免疫系统研究具有重要意义的组学数据相结合。我们设计了这项研究,以评估先前推荐的最小渗透和固定方法对由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。(3)结果:我们的研究结果表明,高通量、高质量和高读数的测序是结合渗透单细胞多组学结果的必要条件。因此,我们选择HiseqX平台进行进一步分析。利用无监督聚类方法将辅助性T细胞和细胞毒性T细胞分离成簇,可以清楚地观察到免疫刺激的效果。重要的是,固定和渗透不影响未刺激细胞的一般表达谱。然而,固定和渗透被证明会对单细胞试验中整个转录组的检测产生负面影响。然而,大约60%的刺激转录组特征被检测到。如果需要测量表面和细胞内的联合标记,则推荐改良的固定和渗透方法,因为它具有更低的转录组损失和更精确的蛋白质组指纹检测。(4)结论:本研究结果支持了整合细胞内蛋白质组学的潜在可能性,但需要用新设计的针对细胞内蛋白质的寡核苷酸标记抗体进行优化和测试。
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来源期刊
Antibodies
Antibodies IMMUNOLOGY-
CiteScore
7.10
自引率
6.40%
发文量
68
审稿时长
11 weeks
期刊介绍: Antibodies (ISSN 2073-4468), an international, peer-reviewed open access journal which provides an advanced forum for studies related to antibodies and antigens. It publishes reviews, research articles, communications and short notes. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. Full experimental and/or methodical details must be provided. Electronic files or software regarding the full details of the calculation and experimental procedure - if unable to be published in a normal way - can be deposited as supplementary material. This journal covers all topics related to antibodies and antigens, topics of interest include (but are not limited to): antibody-producing cells (including B cells), antibody structure and function, antibody-antigen interactions, Fc receptors, antibody manufacturing antibody engineering, antibody therapy, immunoassays, antibody diagnosis, tissue antigens, exogenous antigens, endogenous antigens, autoantigens, monoclonal antibodies, natural antibodies, humoral immune responses, immunoregulatory molecules.
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