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环状 RNA 鉴定工具的可用性评估:启发式框架的制定与分析。

Usability evaluation of circRNA identification tools: Development of a heuristic-based framework and analysis.

机构信息

Translational Research Group in Autism Spectrum Disorder (GETTEA), Universidade Federal Do Rio Grande Do Sul (UFRGS). Rua Ramiro Barcelos, 2600 CEP, 90035-003, Porto Alegre, Rio Grande do Sul, Brazil; Department of Biochemistry, Universidade Federal Do Rio Grande Do Sul (UFRGS), Rua Ramiro Barcelos, 2600 CEP, 90035-003, Porto Alegre, Rio Grande do Sul, Brazil; National Institute of Science and Technology on Neuroimmunomodulation (INCT-NIM), Instituto Oswaldo Cruz, Fundação Oswaldo Cruz. Av. Brasil, 4365 CEP, 21040-900, Rio de Janeiro, Rio de Janeiro, Brazil.

National Institute of Science and Technology on Neuroimmunomodulation (INCT-NIM), Instituto Oswaldo Cruz, Fundação Oswaldo Cruz. Av. Brasil, 4365 CEP, 21040-900, Rio de Janeiro, Rio de Janeiro, Brazil; Bioinformatics Laboratory, National Laboratory for Scientific Computing (LNCC). Av. Getúlio Vargas, 333 CEP, 25651-075, Petrópolis, Rio de Janeiro, Brazil.

出版信息

Comput Biol Med. 2022 Aug;147:105785. doi: 10.1016/j.compbiomed.2022.105785. Epub 2022 Jun 28.

Abstract

BACKGROUND AND OBJECTIVE

Circular RNAs (circRNAs) are endogenous molecules of non-coding RNA that form a covalently closed loop at the 3' and 5' ends. Recently, the role of these molecules in the regulation of gene expression and their involvement in several human pathologies has gained notoriety. The identification of circRNAs is highly dependent on computational methods for analyzing RNA sequencing data. However, bioinformatics software is known to be problematic in terms of usability. Evidence points out that tools for identifying circRNAs can have such problems, negatively impacting researchers in this field. Here we present a heuristic-based framework for evaluating the usability of command-line circRNA identification software.

METHODS

We used heuristics evaluation to comprehensively identify the usability issues in a sample of circRNA identification tools.

RESULTS

We identified 46 usability issues presented individually in four tools. Most of the issues had cosmetic or minor severity. These are unlikely to challenge experienced users but may cause inconvenience for novice users. We also identified severe issues with the potential to harm users regardless of their experience. The areas most affected were the documentation and the installability of the tools.

CONCLUSIONS

With the proposed framework, we formally describe, for the first time, the usability problems that can affect users in this area of circRNA research. We hope that our framework can help researchers evaluate their software's usability during development.

摘要

背景与目的

环状 RNA(circRNA)是内源性非编码 RNA 分子,在 3' 和 5' 末端形成共价闭环。最近,这些分子在基因表达调控中的作用及其在几种人类疾病中的作用引起了人们的关注。circRNA 的鉴定高度依赖于分析 RNA 测序数据的计算方法。然而,生物信息学软件在可用性方面存在问题。有证据表明,circRNA 鉴定工具可能存在此类问题,这对该领域的研究人员产生负面影响。在这里,我们提出了一种基于启发式的框架来评估命令行 circRNA 鉴定软件的可用性。

方法

我们使用启发式评估方法全面识别 circRNA 鉴定工具样本中的可用性问题。

结果

我们在四个工具中分别识别出 46 个可用性问题。大多数问题具有美观或较小的严重程度。这些问题不太可能对有经验的用户构成挑战,但可能会给新手用户带来不便。我们还发现了一些严重的问题,这些问题可能会对用户造成伤害,而与用户的经验无关。受影响最大的领域是文档和工具的可安装性。

结论

通过提出的框架,我们首次正式描述了可能影响该领域 circRNA 研究用户的可用性问题。我们希望我们的框架可以帮助研究人员在开发过程中评估其软件的可用性。

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