A Yeast Metabolite Extraction Protocol Optimised for Time-Series Analyses
Citation: Sasidharan K, Soga T, Tomita M, Murray DB (
A Yeast Metabolite Extraction Protocol Optimised for Time-Series Analyses
Kalesh Sasidharan 0
Tomoyoshi Soga 0
Masaru Tomita 0
Douglas B. Murray 0
Mick F. Tuite, University of Kent, United Kingdom
0 Institute for Advanced Biosciences, Keio University , Nipponkoku 403-1, Daihouji, Tsuruoka City, Yamagata , Japan
There is an increasing call for the absolute quantification of time-resolved metabolite data. However, a number of technical issues exist, such as metabolites being modified/degraded either chemically or enzymatically during the extraction process. Additionally, capillary electrophoresis mass spectrometry (CE-MS) is incompatible with high salt concentrations often used in extraction protocols. In microbial systems, metabolite yield is influenced by the extraction protocol used and the cell disruption rate. Here we present a method that rapidly quenches metabolism using dry-ice ethanol bath and methanol Nethylmaleimide solution (thus stabilising thiols), disrupts cells efficiently using bead-beating and avoids artefacts created by live-cell pelleting. Rapid sample processing minimised metabolite leaching. Cell weight, number and size distribution was used to calculate metabolites to an attomol/cell level. We apply this method to samples obtained from the respiratory oscillation that occurs when yeast are grown continuously.
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A comprehensive in vivo understanding of the underlying
dynamics of metabolite reaction networks, enzyme kinetics and
signalling requires the precise characterisation of intracellular
metabolites at specific time points. Recent advances in
highthroughput mass-spectrometry allow for the detailed
metabolomewide analysis with high accuracy [14]. However, development of
metabolite extraction protocols has generally lagged behind
detection methods. These protocols often suffer from complex
experimental design (making time-series analysis difficult),
metabolite leakage during processing, metabolite oxidation during
sampling/extraction [5,6], and metabolite specificity (acid-stable
or alkali-stable metabolites). Furthermore, yields are influenced by
the metabolic state (growth phase and rate) and properties of the
species and/or strains used [710]. This leads to the paradoxical
situation where the extraction protocol dictates the experimental
conditions. An ideal metabolite extraction protocol should rapidly
sample and quench the underlying metabolic processes, i.e.,
minimise degradation and modification of metabolites, and have a
high and reproducible yield [7,10,11].
Turnover rates of metabolic intermediates change in the order
of seconds and are highly sensitive to the changes in external
conditions, thus rapid quenching is required [10,12,13].
Therefore, direct centrifugation or filtration of live cells prior to
quenching should be avoided as they may alter the metabolite
profile [7,10]. However, the removal and subsequent analysis of
the culture media is highly desirable and must be done rapidly to
avoid interfering with intracellular metabolite concentrations
[5,7,10]. Furthermore, the culture media may contain a
sufficiently high concentration of salts that may suppress signals
or interfere with the chromatography/electrophoresis stage.
There are several methods widely used for extracting
metabolites from yeast cells such as freeze-thaw, sonication, hot water,
boiling ethanol, permeabilisation using chloroform and treatment
with extreme pH. However, these methods are mostly optimised
and tested only on fast-growing low-density laboratory strains
[9,1113] and the extraction buffers often use salts that are not
compatible with capillary electrophoresis mass spectrometry
(CEMS). Moreover, non-laboratory strains are usually nutrient
limited, slow-growing and recalcitrant to lysis. This resistance
arises from changes in the cell wall structure [14,15]. These
physiological changes lead to differences in metabolite extraction
efficiency and reproducibility, which are critical factors for the
analysis of cultures grown in different conditions.
A combined chemical-mechanical disruption by bead-beating
using zirconia/silica beads has a high and consistent cell disruption
efficiency independent of respiratory state and the cell division
cycle [16]. It has also been observed that the metabolic reactions of
Saccharomyces cerevisiae can be efficiently quenched in methanol (final
methanol concentration .50% v/v) at 240uC and having very
low metabolite leaching when the media is removed [5,12].
Moreover, extraction with chloroform-methanol has been used for
the quantitative metabolite extraction of rapidly-growing,
glucoserepressed laboratory strains of S. cerevisiae [9,11,12,17]. The
permeabilisation technique used was time consuming (45 min)
and it is known that many laboratory strains have been selected for
their ability to be easily disrupted. Any metabolite modifications
happening during the extraction procedure can be avoided
partially by keeping a low temperature (,220uC) throughout
the extraction process [10]. However, oxidation of metabolites
remains an issue, for example, precise quantification of the redox
sate of thiol groups are critical for understanding redox
biochemistry in vivo [18]. However, oxidation of thiol groups
during extraction usually hinders the accurate determination of
redox state [6].
Previously we developed efficient methods for the disruption of
budding yeasts for mRNA, proteins and DNA [16]. We optimised
these methods for metabolite analyses that rapidly extract and
fractionate the intracellular and extracellular metabolites. Our
method was based on the rapid quenching of cell cultures with
280uC methanol and N-ethylmaleimide (NEM) solution. Here,
NEM was used to protect thiols from oxidation by binding to -SH
groups (figure 1) [19]. The quenching solution (which contains the
extracellular metabolites) was rapidly removed and lyophilised.
Cell pellets were bead-beated in chloroform/methanol/internal
standard (IS) solution. Intracellular and extracellular metabolites
were analysed using CE-MS. In parallel, we fixed a sample in
ethanol to determine dry cell weight and cell number. We tested
our method on continuously grown industrial S. cerevisiae cultures
and it outperformed other tested extraction techniques
(freezethaw and sonication), protected the redox state of the cell, has the
potential to cover a large fraction of the known yeast metabolome,
and gave comparable yields to those reported values for extracted
metabolites from cells grown under similar conditions.
Strain and Culture Conditions
Unless stated otherwise, all chemicals were supplied by Wako
Chemicals, Japan or Fisher Chemicals, UK. In this study we used
IFO 0233 diploid strain of Saccharomyces cerevisiae. The colonies
were maintained at 4uC on yeast extract peptone dextrose (YEPD)
agar plates, comprising 10 g/L yeast extract (Becton Dickinson,
Japan/UK), 20 g/L glucose monohydrate, 20 g/L mycolog (...truncated)