Literature DB >> 26087125

Use of Charged Nanoparticles in NMR-Based Metabolomics for Spectral Simplification and Improved Metabolite Identification.

Bo Zhang1, Mouzhe Xie1, Lei Bruschweiler-Li1, Kerem Bingol1, Rafael Brüschweiler1.   

Abstract

Metabolomics aims at a complete characterization of all metabolites in biological samples in terms of both their identities and concentrations. Because changes of metabolites and their concentrations are a direct reflection of cellular activity, it allows for a better understanding of cellular processes and function to be obtained. Although NMR spectroscopy is routinely applied to complex biological mixtures without purification, overlapping NMR peaks often pose a challenge for the comprehensive and accurate identification of the underlying metabolites. To address this problem, we present a novel nanoparticle-based strategy that differentiates between metabolites based on their electric charge. By adding electrically charged silica nanoparticles to the solution NMR sample, metabolites of opposite charge bind to the nanoparticles and their NMR signals are weakened or entirely suppressed due to peak broadening caused by the slow rotational tumbling of the nanometer-sized nanoparticles. Comparison of the edited with the original spectrum significantly facilitates analysis and reduces ambiguities in the identification of metabolites. This method makes NMR directly sensitive to the detection of molecular charges at constant pH, as demonstrated here both for model mixtures and human urine. The simplicity of the approach should make it useful for a wide range of metabolomics applications.

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Year:  2015        PMID: 26087125      PMCID: PMC5358793          DOI: 10.1021/acs.analchem.5b01142

Source DB:  PubMed          Journal:  Anal Chem        ISSN: 0003-2700            Impact factor:   6.986


  33 in total

Review 1.  Metabolomics--the link between genotypes and phenotypes.

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Review 2.  Urine metabolomics for kidney cancer detection and biomarker discovery.

Authors:  Sheila Ganti; Robert H Weiss
Journal:  Urol Oncol       Date:  2011 Sep-Oct       Impact factor: 3.498

3.  Systems biology: Metabonomics.

Authors:  Jeremy K Nicholson; John C Lindon
Journal:  Nature       Date:  2008-10-23       Impact factor: 49.962

4.  NMRPipe: a multidimensional spectral processing system based on UNIX pipes.

Authors:  F Delaglio; S Grzesiek; G W Vuister; G Zhu; J Pfeifer; A Bax
Journal:  J Biomol NMR       Date:  1995-11       Impact factor: 2.835

5.  Carbon backbone topology of the metabolome of a cell.

Authors:  Kerem Bingol; Fengli Zhang; Lei Bruschweiler-Li; Rafael Brüschweiler
Journal:  J Am Chem Soc       Date:  2012-05-17       Impact factor: 15.419

6.  High-throughput tissue extraction protocol for NMR- and MS-based metabolomics.

Authors:  Huifeng Wu; Andrew D Southam; Adam Hines; Mark R Viant
Journal:  Anal Biochem       Date:  2007-10-09       Impact factor: 3.365

7.  15N-cholamine--a smart isotope tag for combining NMR- and MS-based metabolite profiling.

Authors:  Fariba Tayyari; G A Nagana Gowda; Haiwei Gu; Daniel Raftery
Journal:  Anal Chem       Date:  2013-08-26       Impact factor: 6.986

8.  Cellular interaction and toxicity depend on physicochemical properties and surface modification of redox-active nanomaterials.

Authors:  Janet M Dowding; Soumen Das; Amit Kumar; Talib Dosani; Rameech McCormack; Ankur Gupta; Thi X T Sayle; Dean C Sayle; Laurence von Kalm; Sudipta Seal; William T Self
Journal:  ACS Nano       Date:  2013-05-23       Impact factor: 15.881

9.  Multivariate classification of urine metabolome profiles for breast cancer diagnosis.

Authors:  Younghoon Kim; Imhoi Koo; Byung Hwa Jung; Bong Chul Chung; Doheon Lee
Journal:  BMC Bioinformatics       Date:  2010-04-16       Impact factor: 3.169

10.  Customized metabolomics database for the analysis of NMR ¹H-¹H TOCSY and ¹³C-¹H HSQC-TOCSY spectra of complex mixtures.

Authors:  Kerem Bingol; Lei Bruschweiler-Li; Da-Wei Li; Rafael Brüschweiler
Journal:  Anal Chem       Date:  2014-05-20       Impact factor: 6.986

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  12 in total

1.  Comprehensive Metabolite Identification Strategy Using Multiple Two-Dimensional NMR Spectra of a Complex Mixture Implemented in the COLMARm Web Server.

Authors:  Kerem Bingol; Da-Wei Li; Bo Zhang; Rafael Brüschweiler
Journal:  Anal Chem       Date:  2016-12-06       Impact factor: 6.986

Review 2.  Recent Advances in NMR-Based Metabolomics.

Authors:  G A Nagana Gowda; Daniel Raftery
Journal:  Anal Chem       Date:  2016-12-02       Impact factor: 6.986

Review 3.  Emerging new strategies for successful metabolite identification in metabolomics.

Authors:  Kerem Bingol; Lei Bruschweiler-Li; Dawei Li; Bo Zhang; Mouzhe Xie; Rafael Brüschweiler
Journal:  Bioanalysis       Date:  2016-02-26       Impact factor: 2.681

Review 4.  NMR techniques in studying water in biotechnological systems.

Authors:  Victor V Rodin
Journal:  Biophys Rev       Date:  2020-06-15

5.  Residue-Specific Interactions of an Intrinsically Disordered Protein with Silica Nanoparticles and their Quantitative Prediction.

Authors:  Mouzhe Xie; Alexandar L Hansen; Jiaqi Yuan; Rafael Brüschweiler
Journal:  J Phys Chem C Nanomater Interfaces       Date:  2016-09-21       Impact factor: 4.126

Review 6.  Knowns and unknowns in metabolomics identified by multidimensional NMR and hybrid MS/NMR methods.

Authors:  Kerem Bingol; Rafael Brüschweiler
Journal:  Curr Opin Biotechnol       Date:  2016-08-20       Impact factor: 9.740

7.  Nanoparticle-Assisted Removal of Protein in Human Serum for Metabolomics Studies.

Authors:  Bo Zhang; Mouzhe Xie; Lei Bruschweiler-Li; Rafael Brüschweiler
Journal:  Anal Chem       Date:  2015-12-08       Impact factor: 6.986

Review 8.  Integrative metabolomics as emerging tool to study autophagy regulation.

Authors:  Sarah Stryeck; Ruth Birner-Gruenberger; Tobias Madl
Journal:  Microb Cell       Date:  2017-07-13

Review 9.  Nanoparticle-Assisted Metabolomics.

Authors:  Bo Zhang; Mouzhe Xie; Lei Bruschweiler-Li; Rafael Brüschweiler
Journal:  Metabolites       Date:  2018-03-13

10.  Identification of the Metabolic Enzyme Involved Morusin Metabolism and Characterization of Its Metabolites by Ultraperformance Liquid Chromatography Quadrupole Time-of-Flight Mass Spectrometry (UPLC/Q-TOF-MS/MS).

Authors:  Xianbao Shi; Brianna Mackie; Gang Zhang; Shuman Yang; Yonggui Song; Dan Su; Yali Liu; Lina Shan
Journal:  Evid Based Complement Alternat Med       Date:  2016-09-06       Impact factor: 2.629

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