Analytical characterization of anthocyanins using trapped ion mobility spectrometry-quadrupole time-of-flight tandem mass spectrometry

Schnitker, Friederike A.; Steingass, Christof B.; Schweiggert, Ralf

doi:10.1016/j.foodchem.2024.140200

Food Chemistry

2024

DOI: 10.1016/j.foodchem.2024.140200

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Analytical characterization of anthocyanins using trapped ion mobility spectrometry-quadrupole time-of-flight tandem mass spectrometry

Friederike A. Schnitker,

Christof B. Steingass,

Ralf Schweiggert

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Multiomics Research: Principles and Challenges in Integrated Analysis

Luo,

Zhao,

Chen

2024

BioDesign Res

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Multiomics research is a transformative approach in the biological sciences that integrates data from genomics, transcriptomics, proteomics, metabolomics, and other omics technologies to provide a comprehensive understanding of biological systems. This review elucidates the fundamental principles of multiomics, emphasizing the necessity of data integration to uncover the complex interactions and regulatory mechanisms underlying various biological processes. We explore the latest advances in computational methodologies, including deep learning, graph neural networks (GNNs), and generative adversarial networks (GANs), which facilitate the effective synthesis and interpretation of multiomics data. Additionally, this review addresses the critical challenges in this field, such as data heterogeneity, scalability, and the need for robust, interpretable models. We highlight the potential of large language models to enhance multiomics analysis through automated feature extraction, natural language generation, and knowledge integration. Despite the important promise of multiomics, the review acknowledges the substantial computational resources required and the complexity of model tuning, underscoring the need for ongoing innovation and collaboration in the field. This comprehensive analysis aims to guide researchers in navigating the principles and challenges of multiomics research to foster advances in integrative biological analysis.

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Multiomics Research: Principles and Challenges in Integrated Analysis

Luo,

Zhao,

Chen

2024

BioDesign Res

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show abstract

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Analytical characterization of anthocyanins using trapped ion mobility spectrometry-quadrupole time-of-flight tandem mass spectrometry

Cited by 1 publication

References 54 publications

Multiomics Research: Principles and Challenges in Integrated Analysis

Multiomics Research: Principles and Challenges in Integrated Analysis

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