High-Throughput Metabolomics by 1D NMR

被引:256
|
作者
Vignoli, Alessia [1 ]
Ghini, Veronica [2 ]
Meoni, Gaia [2 ]
Licari, Cristina [2 ]
Takis, Panteleimon G. [3 ]
Tenori, Leonardo [4 ]
Turano, Paola [2 ,5 ]
Luchinat, Claudio [2 ,5 ]
机构
[1] CIRMMP, Via Luigi Sacconi 6, I-50019 Florence, Italy
[2] Univ Florence, CERM, Via Luigi Sacconi 6, I-50019 Florence, Italy
[3] Giotto Biotech, Via Luigi Sacconi 6, I-50019 Florence, Italy
[4] Univ Florence, Dept Expt & Clin Med, Largo Brambilla 3, Florence, Italy
[5] Univ Florence, Dept Chem Ugo Schiff, Via Lastruccia 3-13, I-50019 Florence, Italy
关键词
fingerprinting; metabolomics; NMR; omic sciences; profiling; NUCLEAR-MAGNETIC-RESONANCE; EARLY BREAST-CANCER; METABOLITE ASSOCIATION NETWORKS; ISOTOPE-RESOLVED METABOLOMICS; H-1-NMR METABOLOMICS; DATA NORMALIZATION; COMPONENT ANALYSIS; INCREASED RISK; HEART-FAILURE; SERUM;
D O I
10.1002/anie.201804736
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Metabolomics deals with the whole ensemble of metabolites (the metabolome). As one of the -omic sciences, it relates to biology, physiology, pathology and medicine; but metabolites are chemical entities, small organic molecules or inorganic ions. Therefore, their proper identification and quantitation in complex biological matrices requires a solid chemical ground. With respect to for example, DNA, metabolites are much more prone to oxidation or enzymatic degradation: we can reconstruct large parts of a mammoth's genome from a small specimen, but we are unable to do the same with its metabolome, which was probably largely degraded a few hours after the animal's death. Thus, we need standard operating procedures, good chemical skills in sample preparation for storage and subsequent analysis, accurate analytical procedures, a broad knowledge of chemometrics and advanced statistical tools, and a good knowledge of at least one of the two metabolomic techniques, MS or NMR. All these skills are traditionally cultivated by chemists. Here we focus on metabolomics from the chemical standpoint and restrict ourselves to NMR. From the analytical point of view, NMR has pros and cons but does provide a peculiar holistic perspective that may speak for its future adoption as a population-wide health screening technique.
引用
收藏
页码:968 / 994
页数:27
相关论文
共 50 条
  • [21] speaq 2.0: A complete workflow for high-throughput 1 D NMR spectra processing and quantification
    Beirnaert, Charlie
    Meysman, Pieter
    Trung Nghia Vu
    Hermans, Nina
    Apers, Sandra
    Pieters, Luc
    Covaci, Adrian
    Laukens, Kris
    PLOS COMPUTATIONAL BIOLOGY, 2018, 14 (03)
  • [22] A high-throughput metabolomics in vitro platform for the characterization of hepatotoxicity
    Ramirez-Hincapie, Sabina
    Birk, Barbara
    Ternes, Philipp
    Giri, Varun
    Haake, Volker
    Herold, Michael
    Zickgraf, Franziska Maria
    Verlohner, Andreas
    Huener, Hans-Albrecht
    Kamp, Hennicke
    Driemert, Peter
    Landsiedel, Robert
    Richling, Elke
    Funk-Weyer, Dorothee
    van Ravenzwaay, Bennard
    CELL BIOLOGY AND TOXICOLOGY, 2023, 39 (06) : 2899 - 2917
  • [23] Characterization of rapid extraction protocols for high-throughput metabolomics
    Gehrke, Sarah
    Reisz, Julie A.
    Nemkov, Travis
    Hansen, Kirk C.
    D'Alessandro, Angelo
    RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2017, 31 (17) : 1445 - 1452
  • [24] Statistical methods for the analysis of high-throughput metabolomics data
    Bartel, Joerg
    Krumsiek, Jan
    Theis, Fabian J.
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2013, 4 (05):
  • [25] A high-throughput metabolomics in vitro platform for the characterization of hepatotoxicity
    Sabina Ramirez-Hincapie
    Barbara Birk
    Philipp Ternes
    Varun Giri
    Volker Haake
    Michael Herold
    Franziska Maria Zickgraf
    Andreas Verlohner
    Hans-Albrecht Huener
    Hennicke Kamp
    Peter Driemert
    Robert Landsiedel
    Elke Richling
    Dorothee Funk-Weyer
    Bennard van Ravenzwaay
    Cell Biology and Toxicology, 2023, 39 : 2899 - 2917
  • [26] A comparison of high-throughput plasma NMR protocols for comparative untargeted metabolomics (vol 16, 64, 2020)
    Bliziotis, Nikolaos G.
    Engelke, Udo F. H.
    Aspers, Ruud L. E. G.
    Engel, Jasper
    Deinum, Jaap
    Timmers, Henri J. L. M.
    Wevers, Ron A.
    Kluijtmans, Leo A. J.
    METABOLOMICS, 2020, 16 (06)
  • [27] High-throughput analysis of protein NMR spectra
    Malmodin, D
    Billeter, M
    PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY, 2005, 46 (2-3) : 109 - 129
  • [28] Multiplex Sample NMR: Approaches to high-throughput NMR.
    Raftery, D
    Hou, T
    MacNamara, E
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2000, 219 : U106 - U106
  • [29] 1D and 2D annotation enrichment: a statistical method integrating quantitative proteomics with complementary high-throughput data
    Juergen Cox
    Matthias Mann
    BMC Bioinformatics, 13
  • [30] 1D and 2D annotation enrichment: a statistical method integrating quantitative proteomics with complementary high-throughput data
    Cox, Juergen
    Mann, Matthias
    BMC BIOINFORMATICS, 2012, 13