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ScisorWiz:可视化单细胞长读长数据中的差异异构体表达。

ScisorWiz: visualizing differential isoform expression in single-cell long-read data.

机构信息

Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10065, USA.

Center for Neurogenetics, Weill Cornell Medicine, New York, NY 10065, USA.

出版信息

Bioinformatics. 2022 Jun 27;38(13):3474-3476. doi: 10.1093/bioinformatics/btac340.

DOI:10.1093/bioinformatics/btac340
PMID:35604081
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9237735/
Abstract

SUMMARY

RNA isoforms contribute to the diverse functionality of the proteins they encode within the cell. Visualizing how isoform expression differs across cell types and brain regions can inform our understanding of disease and gain or loss of functionality caused by alternative splicing with potential negative impacts. However, the extent to which this occurs in specific cell types and brain regions is largely unknown. This is the kind of information that ScisorWiz plots can provide in an informative and easily communicable manner. ScisorWiz affords its user the opportunity to visualize specific genes across any number of cell types, and provides various sorting options for the user to gain different ways to understand their data. ScisorWiz provides a clear picture of differential isoform expression through various clustering methods and highlights features such as alternative exons and single-nucleotide variants. Tools like ScisorWiz are key for interpreting single-cell isoform sequencing data. This tool applies to any single-cell long-read RNA sequencing data in any cell type, tissue or species.

AVAILABILITY AND IMPLEMENTATION

Source code is available at http://github.com/ans4013/ScisorWiz. No new data were generated for this publication. Data used to generate figures was sourced from GEO accession token GSE158450 and available on GitHub as example data.

摘要

摘要

RNA 异构体在细胞内为其编码的蛋白质提供了多样化的功能。观察异构体表达在细胞类型和脑区之间的差异,可以帮助我们了解疾病,并获得或丧失由选择性剪接引起的功能,这可能会产生潜在的负面影响。然而,在特定的细胞类型和脑区中,这种情况发生的程度在很大程度上是未知的。这就是 ScisorWiz 图以一种信息丰富且易于交流的方式提供的信息。ScisorWiz 为用户提供了跨任意数量的细胞类型可视化特定基因的机会,并为用户提供了各种排序选项,以帮助他们以不同的方式理解数据。ScisorWiz 通过各种聚类方法提供了差异异构体表达的清晰图像,并突出显示了选择性外显子和单核苷酸变异等特征。像 ScisorWiz 这样的工具是解释单细胞异构体测序数据的关键。该工具适用于任何细胞类型、组织或物种的任何单细胞长读 RNA 测序数据。

可用性和实现

源代码可在 http://github.com/ans4013/ScisorWiz 上获得。本研究没有生成新的数据。用于生成图的数据来源于 GEO 访问令牌 GSE158450,并可在 GitHub 上作为示例数据获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf15/9237735/97af81ab173a/btac340f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf15/9237735/97af81ab173a/btac340f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf15/9237735/97af81ab173a/btac340f1.jpg

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