SmartPeak Automates Targeted and Quantitative Metabolomics Data Processing
收藏NIAID Data Ecosystem2026-03-12 收录
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https://figshare.com/articles/dataset/SmartPeak_Automates_Targeted_and_Quantitative_Metabolomics_Data_Processing/13325989
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资源简介:
Technological
advances in high-resolution mass spectrometry (MS)
vastly increased the number of samples that can be processed in a
life science experiment, as well as volume and complexity of the generated
data. To address the bottleneck of high-throughput data processing,
we present SmartPeak (https://github.com/AutoFlowResearch/SmartPeak), an application that encapsulates advanced algorithms to enable
fast, accurate, and automated processing of capillary electrophoresis–, gas chromatography–,
and liquid chromatography (LC)–MS(/MS) data and high-pressure
LC data for targeted and semitargeted metabolomics, lipidomics, and
fluxomics experiments. The application allows for an approximate 100-fold
reduction in the data processing time compared to manual processing
while enhancing quality and reproducibility of the results.
创建时间:
2020-12-03



