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Metabolomic Analysis

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Metabolomic analysis is the comprehensive study of metabolites in biological samples, utilizing techniques such as mass spectrometry and nuclear magnetic resonance spectroscopy. It aims to identify and quantify small molecules, providing insights into metabolic pathways, disease states, and physiological responses, thereby enhancing understanding of biological processes and potential biomarkers.
lightbulbAbout this topic
Metabolomic analysis is the comprehensive study of metabolites in biological samples, utilizing techniques such as mass spectrometry and nuclear magnetic resonance spectroscopy. It aims to identify and quantify small molecules, providing insights into metabolic pathways, disease states, and physiological responses, thereby enhancing understanding of biological processes and potential biomarkers.

Key research themes

1. What are the methodological challenges and strategies for ensuring data quality and reproducibility in untargeted metabolomics?

This research area focuses on tackling the inherent analytical and computational challenges in untargeted metabolomics workflows, with an emphasis on quality assurance (QA), quality control (QC), data pre-processing, and standardization of protocols to produce reproducible and reliable metabolomic data. The theme is critical because untargeted metabolomics generates complex, high-dimensional datasets prone to measurement variability, identification ambiguity, and batch effects, complicating biological interpretation and cross-study comparisons.

Key finding: The paper reports a consensus from a multi-institutional Think Tank emphasizing the urgent need for standardized QA/QC protocols tailored for untargeted metabolomics, including recommendations on standardized test materials,... Read more
Key finding: This work identifies critical sources of variability and confounding factors in targeted metabolomics datasets, proposing a data pre-processing pipeline emphasizing handling of limits of detection (LOD), batch effects,... Read more
Key finding: The study elucidates fundamental technological and analytical hurdles in untargeted LC-MS metabolomics, such as metabolite identification uncertainties due to incomplete databases and lack of genetic templates, stressing the... Read more
Key finding: This paper provides a comprehensive overview of data processing workflows for NMR and LC-MS-based metabolomics, including spectral preprocessing, alignment, normalization, multivariate statistical analysis, and metabolite... Read more

2. How do analytical technologies like LC-MS and GC-MS, including emerging ambient mass spectrometry techniques, advance metabolomic profiling and what are their comparative strengths and limitations?

This theme investigates the state-of-the-art in analytical instrumentation for metabolomics, focusing on liquid chromatography-mass spectrometry (LC-MS), gas chromatography-mass spectrometry (GC-MS), and emerging ambient mass spectrometry (AMS) approaches. Research examines their capabilities for comprehensive metabolite detection, challenges in sample preparation, ionization, quantification, and throughput, and compares their suitability across metabolite classes and biological contexts.

Key finding: The paper highlights GC-MS as a highly standardized and robust approach suited for volatile and primary metabolites, capable of integrating targeted absolute quantification with untargeted discovery. It demonstrates that... Read more
Key finding: This review contrasts conventional LC-MS metabolomics, known for wide metabolome coverage and reproducibility but requiring complex sample preparation, with ambient mass spectrometry (AMS) techniques such as DESI and DART... Read more
Key finding: The study provides detailed comparisons between LC-MS and GC-MS analytical platforms, articulating how LC-MS accommodates polar and thermally labile compounds without derivatization, while GC-MS requires such preprocessing... Read more
Key finding: Alongside methodological challenges, the paper underscores LC-MS strengths in metabolite coverage and resolution but details critical challenges linked to temporal metabolite dynamics, sample heterogeneity, and difficulties... Read more

3. How is metabolomics applied to biomarker discovery and clinical research across diverse fields including disease diagnostics, nutrition, and food safety?

This theme encompasses the translational utilization of metabolomics in identifying biomarkers for disease diagnostics, monitoring therapeutic intervention, precision nutrition, and ensuring food quality and safety. It focuses on methodological pipelines from sample acquisition to data interpretation and integration with other omics while addressing challenges in biological variability, metabolite annotation, and practical implementation for robust biomarker applications.

Key finding: The review synthesizes the state of clinical metabolomics, positioning it as a potent tool for individualized disease diagnosis and treatment monitoring by measuring metabolite profiles in biofluids using MS and NMR. It... Read more
Key finding: The paper systematically reviews metabolomic applications in diabetes biomarker research, highlighting the influence of genetic, environmental, and physiological confounders on metabolite signatures. It underscores the... Read more
Key finding: This review details metabolomic approaches utilizing NMR and MS for cancer diagnostics, illustrating how untargeted and targeted metabolite profiling assist in biomarker discovery for multiple cancer types. It emphasizes... Read more
Key finding: The article presents advancements in metabolomics technologies aiding food safety and quality control, demonstrating applications in detecting microbial toxins, chemical contaminants, adulterations, and authenticating... Read more
Key finding: This review emphasizes metabolomics' pivotal role in precision nutrition by enabling comprehensive profiling of dietary metabolites and individual biochemical responses to foods. It showcases applications in nutritional... Read more

All papers in Metabolomic Analysis

Heart failure (HF) with preserved ejection fraction (HFpEF) is increasingly recognized as an important clinical entity. Preclinical studies have shown differences in the pathophysiology between HFpEF and HF with reduced ejection fraction... more
This graph represents the differential expression of the 252 bacteriocyte enriched genes (relative to the midgut) in the whole gut tissue of aposymbiotic flies (x-axis) and trypanosome infected flies (y-axis). Data point sizes represent... more
Insects with restricted diets rely on obligate microbes to fulfil nutritional requirements essential for biological function. Tsetse flies, vectors of African trypanosome parasites, feed exclusively on vertebrate blood and harbour the... more
Background Heart failure (HF) with preserved ejection fraction (HFpEF) is increasingly recognized as an important clinical entity. Preclinical studies have shown differences in the pathophysiology between HFpEF and HF with reduced... more
Objective To interrogate the pathogenesis of intrauterine growth restriction (IUGR) and apply Artificial Intelligence (AI) techniques to multi-platform i.e. nuclear magnetic resonance (NMR) spectroscopy and mass spectrometry (MS) based... more
Ischemic stroke is one of the most common causes of death worldwide and is a major cause of acquired disability in adults. However, there is still a need for an effective drug for its treatment. Buyang Huanwu decoction (BHD), a... more
Ischemic stroke is one of the most common causes of death worldwide and is a major cause of acquired disability in adults. However, there is still a need for an effective drug for its treatment. Buyang Huanwu decoction (BHD), a... more
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Spiroimines are a class of compounds produced by marine dinoflagellates with a wide range of toxicity and therapeutic potential. The smallest of the cyclic imines, portimine, is far less toxic than other known members in several animal... more
Understanding cellular metabolism is a major challenge in current systems biology and has triggered extensive metabolomics research, which in most cases involves destructive analysis. However, the information obtainable only in a... more
Introduction Grapevine protection is an important issue in viticulture. To reduce pesticide use, sustainable disease control strategies are proposed, including a promising alternative method based on the elicitor-triggered stimulation of... more
Background: A dietary supplement developed in Japan, OM-X®, is the result of extended fermentation of dozens of edible vegetables, fruits, seaweeds, mushrooms, and includes 12 strains of Lactic acid bacteria (LAB) and Bifidobacterium.... more
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