Ir para o conteúdo principal

Escrever uma avaliação PREreview

plasmoRUtils: A one-stop R Package for Plasmodium and other Apicomplexan parasite-related Bioinformatics analysis

Publicado
Servidor
bioRxiv
DOI
10.1101/2025.07.30.667718

Bioinformatics analysis of non-model organisms remains challenging due to the limited availability of specialized tools, as most R packages are optimized for well-annotated model species. This problem is exacerbated by genomic and proteomic data being scattered across multiple databases, each employing different identifiers based on varying reference annotations. Comprehensive databases have been developed to disseminate knowledge related to Apicomplexan genomics and proteomics, such as VEupathDB. Several specialised databases, particularly for the malaria parasite Plasmodium , have been developed such as ApicoTFDB, malaria.tools, MPMP, MIIP, Phenoplasm, PlasmoBase, alongside broader resources like HitPredict and TED. However, these platforms often suffer from manual query interfaces, outdated identifiers, and inefficient data retrieval methods, complicating their use for large-scale bioinformatic analyses. To address these limitations, we present plasmoRUtils, an R package designed to streamline database access and data harmonization for Apicomplexan research. plasmoRUtils enables the retrieval of data tables using single-line R functions and standardized Ensembl gene IDs as input. Thanks to the APIs available for some databases such as VEuPathDB, the package also provides functions to build CLI-based queries for VEuPathDB’s component databases. Additional support includes performing overrepresentation analyses and estimating parasite transcriptomic age/stage using single-cell or bulk RNA-Seq references. By automating data retrieval and transformation within RStudio, plasmoRUtils eliminates the need for manual database queries, facilitating end-to-end workflow development without leaving the R environment. Available on GitHub https://github.com/Rohit-Satyam/plasmoRUtils , with comprehensive documentation, plasmoRUtils represents a critical step toward efficient and reproducible bioinformatics for Apicomplexan research.

Você pode escrever uma avaliação PREreview de plasmoRUtils: A one-stop R Package for Plasmodium and other Apicomplexan parasite-related Bioinformatics analysis. Uma avaliação PREreview é uma avaliação de um preprint e pode variar de algumas frases a um parecer extenso, semelhante a um parecer de revisão por pares realizado por periódicos.

Antes de começar

Vamos pedir que você faça login com seu ORCID iD. Se você não tiver um iD, pode criar um.

O que é um ORCID iD?

Um ORCID iD é um identificador único que diferencia você de outras pessoas com o mesmo nome ou nome semelhante.

Começar agora