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Keywords
(9)
Cell Culture
Cell Line
Design of Experiment
Gas Chromatography Mass Spectrometry
Interaction Effect
Limit of Detection
Metabolic Pathway
Multivariate Analysis
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Development and optimization of a metabolomic method for analysis of adherent cell cultures
Development and optimization of a metabolomic method for analysis of adherent cell cultures,10.1016/j.ab.2010.04.013,Analytical Biochemistry,Anders P.
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Development and optimization of a metabolomic method for analysis of adherent cell cultures
(
Citations: 4
)
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Anders P. H. Danielsson
,
Thomas Moritz
,
Hindrik Mulder
,
Peter Spégel
In this investigation, a gas chromatography/mass spectrometry (GC/MS)-based metabolomic protocol for adherent cell cultures was developed using statistical design of experiments. Cell disruption, metabolite extraction, and the GC/MS settings were optimized aiming at a gentle, unbiased, sensitive, and high-throughput metabolomic protocol. Due to the heterogeneity of the metabolome and the inherent selectivity of all analytical techniques, development of unbiased protocols is highly complex. Changing one parameter of the protocol may change the response of many groups of metabolites. In this investigation, statistical design of experiments and
multivariate analysis
also allowed such interaction effects to be taken into account. The protocol was validated with respect to linear range, precision, and
limit of detection
in a clonal rat insulinoma
cell line
(INS-1 832/13). The protocol allowed high-throughput profiling of metabolites covering the major metabolic pathways. The majority of metabolites displayed a linear range from a single well in a 96-well plate up to a 10cm culture dish. The method allowed a total of 47 analyses to be performed in 24h.
Journal:
Analytical Biochemistry - ANAL BIOCHEM
, vol. 404, no. 1, pp. 30-39, 2010
DOI:
10.1016/j.ab.2010.04.013
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Citation Context
(2)
...,
...
Mingxuan Wang
,
et al.
Metabolomic Profiling of Cellular Responses to Carvedilol Enantiomers ...
...Very recently, sample extraction procedures have been developed for adherent mammalian cells by using gas chromatography-mass spectrometry (GC-MS) [
20
, 21] after a derivatization procedure or by using liquid chromatography (LC-MS) [22]...
...For GC-MS analysis, the extraction procedures using 100% methanol followed by a final water extraction [19] or using 82% methanol [
20
] recovered the largest range of metabolites...
Estelle Martineau
,
et al.
Strategy for choosing extraction procedures for NMR-based metabolomic ...
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GC–TOFMS analysis of metabolites in adherent MDCK cells and a novel strategy for identifying intracellular metabolic markers for use as cell amount indicators in data normalization
(
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Strategy for choosing extraction procedures for NMR-based metabolomic analysis of mammalian cells
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Illa Tea
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Gregory Loaëc
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Journal:
Analytical and Bioanalytical Chemistry - ANAL BIOANAL CHEM
, pp. 1-10
Development of a gas chromatography/mass spectrometry based metabolomics protocol by means of statistical experimental design
Anders P. H. DanielssonThomas
,
Thomas Moritz
,
Hindrik Mulder
,
Peter Spégel
Journal:
Metabolomics
, pp. 1-14