SpectroPipeR-a streamlining post Spectronaut® DIA-MS data analysis R package.

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Tác giả: Larissa M Busch, Elke Hammer, Christian Hentschker, Stephan Michalik, Manuela Gesell Salazar, Leif Steil, Thomas Sura, Kristin Surmann, Uwe Völker

Ngôn ngữ: eng

Ký hiệu phân loại: 005.74 Data files and databases

Thông tin xuất bản: England : Bioinformatics (Oxford, England) , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 549065

SUMMARY: Proteome studies frequently encounter challenges in down-stream data analysis due to limited bioinformatics resources, rapid data generation, and variations in analytical methods. To address these issues, we developed SpectroPipeR, an R package designed to streamline data analysis tasks and provide a comprehensive, standardized pipeline for Spectronaut® DIA-MS data. This novel package automates various analytical processes, including XIC plots, ID rate summary, normalization, batch and covariate adjustment, relative protein quantification, multivariate analysis, and statistical analysis, while generating interactive HTML reports for e.g. ELN systems. AVAILABILITY: The SpectroPipeR package (manual: https://stemicha.github.io/SpectroPipeR/) was written in R, and is freely available on GitHub (https://github.com/stemicha/SpectroPipeR  ). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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