VideoCategory: Proteomics and metabolomics

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Proteomics and metabolomics research are vital fields within biological sciences that focus on the large-scale study of proteins and small-molecule metabolites in cells and tissues. These disciplines provide crucial insights into cellular function, disease mechanisms, and biochemical pathways, complementing genomics and transcriptomics. As part of bioinformatics and computational biology, this research category offers extensive analysis and interpretation of complex biological data. JoVE Visualize enriches this exploration by pairing relevant PubMed articles with JoVE’s experiment videos, helping researchers and students gain a deeper understanding of experimental techniques and findings.

Key Methods & Emerging Trends

Core Methods in Proteomics and Metabolomics

Established approaches such as mass spectrometry and chromatography remain central in proteomics and metabolomics analysis, enabling precise identification and quantification of proteins and metabolites. Techniques like tandem MS, liquid chromatography-mass spectrometry (LC-MS), and nuclear magnetic resonance (NMR) spectroscopy are widely used for profiling complex biological samples. Computational tools integrating genomics, transcriptomics, proteomics, and metabolomics PDF resources aid in the comprehensive interpretation of large datasets, enhancing biomarker discovery and pathway analysis. These methods form the foundation for understanding molecular interactions and biological systems within the broader bioinformatics framework.

Innovative Trends Shaping the Field

Emerging techniques such as single-cell proteomics and spatial metabolomics are expanding the resolution and contextual understanding of cellular processes. Advances in machine learning and AI-driven data analysis are increasingly utilized to integrate multi-omics datasets, including genomics, transcriptomics, proteomics, and metabolomics ppt materials, improving predictive modeling and personalized medicine approaches. High-throughput workflows paired with real-time data processing are also gaining traction, promoting rapid and dynamic exploration of proteomic and metabolomic changes. These innovations continue to push the boundaries of how researchers analyze biological complexity and disease biology.

Research

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VideoCategory: Proteomics and metabolomics

Recently Published Articles

March 8, 2021

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Pain Research & Management

Bibliometric Analysis of Research on the Comorbidity of Pain and Inflammation

  • Huan-Yu Xiong, Zhi-Jie Zhang, Xue-Qiang Wang et al.

September 14, 2021

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Journal of Computational Biology : a Journal of Computational Molecular Cell Biology

Metabolic Pathway Prediction Using Non-Negative Matrix Factorization with Improved Precision

  • Abdur Rahman M A Basher, Ryan J Mclaughlin, Steven J Hallam et al.

June 10, 2024

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IEEE/ACM Transactions on Computational Biology and Bioinformatics

Prediction of Inter-Residue Multiple Distances and Exploration of Protein Multiple Conformations by Deep Learning

  • Fujin Zhang, Zhangwei Li, Kailong Zhao et al.

February 6, 2014

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Journal of Proteome Research

Quantification of the proteins of the bacterial ribosome using QconCAT technology

  • Zubida M Al-Majdoub, Kathleen M Carroll, Simon J Gaskell et al.

February 8, 2011

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Journal of Biomolecular Structure & Dynamics

Predicting sumoylation site by feature selection method

  • YuDong Cai, JianFeng He, Lin Lu et al.

March 14, 2000

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Proteins

An alternative view of protein fold space

  • I N Shindyalov, P E Bourne et al.

March 5, 2025

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Journal of Proteome Research

MS-RT: A Method for Evaluating MS/MS Clustering Performance for Metabolomics Data

  • Xianghu Wang, Yasin El Abiead, Deepa D Acharya et al.