Protomix: a Python package for (1)H-NMR metabolomics data preprocessing

Protomix:一个用于 (1)H-NMR 代谢组学数据预处理的 Python 包

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Abstract

MOTIVATION: NMR-based metabolomics is a field driven by technological advancements, necessitating the use of advanced preprocessing tools. Despite this need, there is a remarkable scarcity of comprehensive and user-friendly preprocessing tools in Python. To bridge this gap, we have developed Protomix-a Python package designed for metabolomics research. Protomix offers a set of automated, efficient, and user-friendly signal-preprocessing steps, tailored to streamline and enhance the preprocessing phase in metabolomics studies. RESULTS: This package presents a comprehensive preprocessing pipeline compatible with various data analysis tools. It encompasses a suite of functionalities for data extraction, preprocessing, and interactive visualization. Additionally, it includes a tutorial in the form of a Python Jupyter notebook, specifically designed for the analysis of 1D (1)H-NMR metabolomics data related to prostate cancer and benign prostatic hyperplasia. AVAILABILITY AND IMPLEMENTATION: Protomix can be accessed at https://github.com/mzniber/protomix and https://protomix.readthedocs.io/en/latest/index.html.

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