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Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology
Mass spectrometry-based metabolome profiling became the method of choice in systems biology approaches and aims to enhance biological understanding of complex biological systems. Genomics, transcriptomics, and proteomics are well established technologies and are commonly used by many scientists. In...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4881458/ https://www.ncbi.nlm.nih.gov/pubmed/27128910 http://dx.doi.org/10.3390/ijms17050632 |
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author | Aretz, Ina Meierhofer, David |
author_facet | Aretz, Ina Meierhofer, David |
author_sort | Aretz, Ina |
collection | PubMed |
description | Mass spectrometry-based metabolome profiling became the method of choice in systems biology approaches and aims to enhance biological understanding of complex biological systems. Genomics, transcriptomics, and proteomics are well established technologies and are commonly used by many scientists. In comparison, metabolomics is an emerging field and has not reached such high-throughput, routine and coverage than other omics technologies. Nevertheless, substantial improvements were achieved during the last years. Integrated data derived from multi-omics approaches will provide a deeper understanding of entire biological systems. Metabolome profiling is mainly hampered by its diversity, variation of metabolite concentration by several orders of magnitude and biological data interpretation. Thus, multiple approaches are required to cover most of the metabolites. No software tool is capable of comprehensively translating all the data into a biologically meaningful context yet. In this review, we discuss the advantages of metabolome profiling and main obstacles limiting progress in systems biology. |
format | Online Article Text |
id | pubmed-4881458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-48814582016-05-27 Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology Aretz, Ina Meierhofer, David Int J Mol Sci Review Mass spectrometry-based metabolome profiling became the method of choice in systems biology approaches and aims to enhance biological understanding of complex biological systems. Genomics, transcriptomics, and proteomics are well established technologies and are commonly used by many scientists. In comparison, metabolomics is an emerging field and has not reached such high-throughput, routine and coverage than other omics technologies. Nevertheless, substantial improvements were achieved during the last years. Integrated data derived from multi-omics approaches will provide a deeper understanding of entire biological systems. Metabolome profiling is mainly hampered by its diversity, variation of metabolite concentration by several orders of magnitude and biological data interpretation. Thus, multiple approaches are required to cover most of the metabolites. No software tool is capable of comprehensively translating all the data into a biologically meaningful context yet. In this review, we discuss the advantages of metabolome profiling and main obstacles limiting progress in systems biology. MDPI 2016-04-27 /pmc/articles/PMC4881458/ /pubmed/27128910 http://dx.doi.org/10.3390/ijms17050632 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Aretz, Ina Meierhofer, David Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology |
title | Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology |
title_full | Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology |
title_fullStr | Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology |
title_full_unstemmed | Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology |
title_short | Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology |
title_sort | advantages and pitfalls of mass spectrometry based metabolome profiling in systems biology |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4881458/ https://www.ncbi.nlm.nih.gov/pubmed/27128910 http://dx.doi.org/10.3390/ijms17050632 |
work_keys_str_mv | AT aretzina advantagesandpitfallsofmassspectrometrybasedmetabolomeprofilinginsystemsbiology AT meierhoferdavid advantagesandpitfallsofmassspectrometrybasedmetabolomeprofilinginsystemsbiology |