Metabolomics Combined with Machine Learning LASSO Regression to Identify Differential Biomarkers between Taigu Yam and Tiegun Yam

Metabolomics Combined with Machine Learning LASSO Regression to Identify Differential Biomarkers between Taigu Yam and Tiegun Yam

This study aimed to screen out the differential metabolites between Taigu yam and Tiegun yam by metabolomics approach, and determine differential markers for predicting different yam varieties through the east absolute shrinkage and selection operator (LASSO) regression method. Ultra-performance liq...

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Bibliographic Details
Main Authors: Li AN, Juan ZHOU, Jingwei MA, He CHEN, Fei WANG, Huizhen LIANG, Chenyu HAO, Xujin WU
Format: Article
Language:zho
Published: The editorial department of Science and Technology of Food Industry 2024-09-01
Series:Shipin gongye ke-ji
Subjects:
metabolomics
machine learning
taigu yam
tiegun yam
differential markers
Online Access:http://www.spgykj.com/cn/article/doi/10.13386/j.issn1002-0306.2023120022

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http://www.spgykj.com/cn/article/doi/10.13386/j.issn1002-0306.2023120022

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