RNApysoforms: fast rendering interactive visualization of RNA isoform structure and expression in Python.

IF 2.8 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY Bioinformatics advances Pub Date : 2025-03-14 eCollection Date: 2025-01-01 DOI:10.1093/bioadv/vbaf057
Bernardo Aguzzoli Heberle, Madeline L Page, Emil K Gustavsson, Mina Ryten, Mark T W Ebbert
{"title":"RNApysoforms: fast rendering interactive visualization of RNA isoform structure and expression in Python.","authors":"Bernardo Aguzzoli Heberle, Madeline L Page, Emil K Gustavsson, Mina Ryten, Mark T W Ebbert","doi":"10.1093/bioadv/vbaf057","DOIUrl":null,"url":null,"abstract":"<p><strong>Summary: </strong>Alternative splicing generates multiple RNA isoforms from a single gene, enriching genetic diversity and impacting gene function. Effective visualization of these isoforms and their expression patterns is crucial but challenging due to limitations in existing tools. Traditional genome browsers lack programmability, while other tools offer limited customization, produce static plots, or cannot simultaneously display structures and expression levels. RNApysoforms was developed to address these gaps by providing a Python-based package that enables concurrent visualization of RNA isoform structures and expression data. Leveraging plotly and polars libraries, it offers an interactive, customizable, and faster-rendering framework suitable for web applications, enhancing the analysis and dissemination of RNA isoform research.</p><p><strong>Availability and implementation: </strong>RNApysoforms is a Python package available at (https://github.com/UK-SBCoA-EbbertLab/RNApysoforms) and (https://zenodo.org/records/14941190) via an open-source MIT license. It can be easily installed using the pip package installer for Python. Thorough documentation and usage vignettes are available at: https://rna-pysoforms.readthedocs.io/en/latest/.</p>","PeriodicalId":72368,"journal":{"name":"Bioinformatics advances","volume":"5 1","pages":"vbaf057"},"PeriodicalIF":2.8000,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11964586/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bioinformatics advances","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/bioadv/vbaf057","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MATHEMATICAL & COMPUTATIONAL BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Summary: Alternative splicing generates multiple RNA isoforms from a single gene, enriching genetic diversity and impacting gene function. Effective visualization of these isoforms and their expression patterns is crucial but challenging due to limitations in existing tools. Traditional genome browsers lack programmability, while other tools offer limited customization, produce static plots, or cannot simultaneously display structures and expression levels. RNApysoforms was developed to address these gaps by providing a Python-based package that enables concurrent visualization of RNA isoform structures and expression data. Leveraging plotly and polars libraries, it offers an interactive, customizable, and faster-rendering framework suitable for web applications, enhancing the analysis and dissemination of RNA isoform research.

Availability and implementation: RNApysoforms is a Python package available at (https://github.com/UK-SBCoA-EbbertLab/RNApysoforms) and (https://zenodo.org/records/14941190) via an open-source MIT license. It can be easily installed using the pip package installer for Python. Thorough documentation and usage vignettes are available at: https://rna-pysoforms.readthedocs.io/en/latest/.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
RNApysoforms:在Python中快速呈现RNA异构体结构和表达的交互式可视化。
摘要:选择性剪接从单个基因产生多个RNA亚型,丰富了遗传多样性并影响了基因功能。这些同工异构体及其表达模式的有效可视化至关重要,但由于现有工具的限制,具有挑战性。传统的基因组浏览器缺乏可编程性,而其他工具提供有限的定制,生成静态图,或者不能同时显示结构和表达水平。RNApysoforms的开发就是为了解决这些问题,它提供了一个基于python的包,可以同时可视化RNA异构体结构和表达数据。利用plotly和polars库,它提供了一个适用于web应用程序的交互式、可定制和更快的渲染框架,增强了RNA异构体研究的分析和传播。可用性和实现:RNApysoforms是一个Python包,可通过开源MIT许可在(https://github.com/UK-SBCoA-EbbertLab/RNApysoforms)和(https://zenodo.org/records/14941190)获得。它可以使用Python的pip包安装程序轻松安装。详细的文档和使用说明可在:https://rna-pysoforms.readthedocs.io/en/latest/。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
1.60
自引率
0.00%
发文量
0
期刊最新文献
Sparse dimensionality reduction for analyzing single-cell-resolved interactions. Desiderata for a biomedical knowledge network: opportunities, challenges and future directions. SIREN: suite for intelligent RNAi design and evaluation of nucleotide sequences. Leveraging single-cell foundation models for accurate survival outcome prediction. Panalyze: automated virus pangenome variation graph construction, analysis and annotation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1