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基于DNA甲基化组验证诱导痰作为研究肺免疫的有效方案:构建肺细胞类型分类器

DNA methylome-based validation of induced sputum as an effective protocol to study lung immunity: construction of a classifier of pulmonary cell types.

作者信息

Das Jyotirmoy, Idh Nina, Sikkeland Liv Ingunn Bjoner, Paues Jakob, Lerm Maria

机构信息

Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Faculty of Medicine and Health Sciences,Linköping University, Linköping, Sweden.

Department of Respiratory Medicine, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway.

出版信息

Epigenetics. 2022 Aug;17(8):882-893. doi: 10.1080/15592294.2021.1969499. Epub 2021 Sep 5.

Abstract

Flow cytometry is a classical approach used to define cell types in peripheral blood. While DNA methylation signatures have been extensively employed in recent years as an alternative to flow cytometry to define cell populations in peripheral blood, this approach has not been tested in lung-derived samples. Here, we compared bronchoalveolar lavage with a more cost-effective and less invasive technique based on sputum induction and developed a DNA methylome-based algorithm that can be used to deconvolute the cell types in such samples. We analysed the DNA methylome profiles of alveolar macrophages and lymphocytes cells isolated from the pulmonary compartment. The cells were isolated using two different methods, sputum induction and bronchoalveolar lavage. A strong positive correlation between the DNA methylome profiles of cells obtained with the two isolation methods was found. We observed the best correlation of the DNA methylomes when both isolation methods captured cells from the lower parts of the lungs. We also identified unique patterns of CpG methylation in DNA obtained from the two cell populations, which can be used as a signature to discriminate between the alveolar macrophages and lymphocytes by means of open-source algorithms. We validated our findings with external data and obtained results consistent with the previous findings. Our analysis opens up a new possibility to identify different cell populations from lung samples and promotes sputum induction as a tool to study immune cell populations from the lung.

摘要

流式细胞术是一种用于定义外周血中细胞类型的经典方法。近年来,DNA甲基化特征已被广泛用作流式细胞术的替代方法来定义外周血中的细胞群体,但这种方法尚未在肺来源的样本中进行测试。在这里,我们将支气管肺泡灌洗与基于痰液诱导的更具成本效益且侵入性较小的技术进行了比较,并开发了一种基于DNA甲基化组的算法,可用于解卷积此类样本中的细胞类型。我们分析了从肺部分离的肺泡巨噬细胞和淋巴细胞的DNA甲基化组图谱。这些细胞使用两种不同的方法进行分离,即痰液诱导和支气管肺泡灌洗。发现两种分离方法获得的细胞的DNA甲基化组图谱之间存在很强的正相关。当两种分离方法都捕获来自肺下部的细胞时,我们观察到DNA甲基化组之间的最佳相关性。我们还在从这两个细胞群体获得的DNA中鉴定出独特的CpG甲基化模式,可通过开源算法用作区分肺泡巨噬细胞和淋巴细胞的特征。我们用外部数据验证了我们的发现,得到的结果与先前的发现一致。我们的分析为从肺样本中识别不同的细胞群体开辟了新的可能性,并促进了痰液诱导作为研究肺免疫细胞群体的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/76eb/9423833/810945f9c5e1/KEPI_A_1969499_F0001_OC.jpg

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