First published online November 7, 2002; 10.1104/pp.006726
Plant Physiol, December 2002, Vol. 130, pp. 1717-1727
Starch Biosynthesis and Intermediary Metabolism in Maize Kernels.
Quantitative Analysis of Metabolite Flux by Nuclear Magnetic
Resonance1
Erich
Glawischnig,
Alfons
Gierl,
Adriana
Tomas,2
Adelbert
Bacher, and
Wolfgang
Eisenreich*
Lehrstuhl für Genetik, Technische Universität
München, Am Hochanger 8, 85350 Freising, Germany (E.G.,
A.G.); Pioneer Hi-Bred International, 7250 NW 62nd Avenue, Johnston,
Iowa 50131-0552 (A.T.); and Lehrstuhl für Organische Chemie und
Biochemie, Technische Universität München,
Lichtenbergstrasse 4, 85747 Garching, Germany (A.B., W.E.)
 |
ABSTRACT |
The seeds of cereals represent an important sink for
metabolites during the accumulation of storage products, and seeds are an essential component of human and animal nutrition. Understanding the
metabolic interconversions (networks) underpinning storage product
formation could provide the foundation for effective metabolic engineering of these primary nutritional sources. In this paper, we
describe the use of retrobiosynthetic nuclear magnetic resonance analysis to establish the metabolic history of the glucose (Glc) units
of starch in maize (Zea mays) kernels. Maize kernel
cultures were grown with [U-13C6]Glc,
[U-13C12]sucrose, or
[1,2-13C2]acetate as supplements. After
19 d, starch was hydrolyzed, and the isotopomer composition
of the resulting Glc was determined by quantitative nuclear magnetic
resonance analysis. [1,2-13C2]Acetate
was not incorporated into starch.
[U-13C6]Glc or
[U-13C12]sucrose gave similar labeling
patterns of polysaccharide Glc units, which were dominated by
[1,2,3-13C3]- and
[4,5,6-13C3]-isotopomers, whereas the
[U-13C6]-,
[3,4,5,6-13C4]-,
[1,2-13C2]-,
[5,6-13C2],
[3-13C1], and
[4-13C1]-isotopomers were present at lower
levels. These isotopomer compositions indicate that there is extensive
recycling of Glc before its incorporation into starch, via the enzymes
of glycolytic, glucogenic, and pentose phosphate pathways. The
relatively high abundance of the
[5,6-13C2]-isotopomer can be explained by the
joint operation of glycolysis/glucogenesis and the pentose phosphate pathway.
 |
INTRODUCTION |
Plant metabolism is a complex
network of many interconnected reactions and metabolites (Fien
et al., 2000 ). For the analysis of metabolic networks, it is
important to study metabolic pathways not only on the level of isolated
genes or enzymes but also to quantify metabolite flux, which is
involved in the formation of sink metabolites, such as starch.
The biosynthesis of starch in the storage tissue of monocotyledonous
plants has been studied in detail (for review, see Neuhaus and Emes,
2000 ). In maize (Zea mays), Suc from source leaves is imported into the developing cob tissue and converted into a mixture of
Fru and UDP-Glc in the cytosol of endosperm cells (Chourey and
Nelson, 1976 ; Chourey et al., 1998 ). UDP-Glc is
converted into activated hexoses (i.e. Glc-1-P and Glc-6-P), which have been reported as starch precursors in various species. In maize, Glc-1-P is converted to the starch precursor ADP-Glc, which is transported into the plastid (Shannon et al., 1998 ). In
contrast to the well-characterized import of activated hexoses into
the amyloplasts as starch precursors, there is little evidence for the
incorporation of trioses into starch (Neuhaus and Emes,
2000 ). It is therefore conceivable that starch is formed from
intact C6 units derived from cleaved Suc.
However, in different systems, redistribution between C-1 and C-6 of
Glc moieties of starch was observed, indicating metabolic cycling
between trioses and hexoses in the cytosol (Hatzfeld and Stitt,
1990 ; Viola et al., 1991 ; Dieuaide-Noubhani et al., 1995 ; Krook et al.,
1998 ). This phenomenon is also observed in starch-accumulating
organs of cereals. In wheat (Triticum aestivum), 15% to
20% redistribution of 13C-label between C-1 and
C-6 of Glc recovered from starch was observed (Keeling et al.,
1988 ). In maize, randomization of the carbon moieties of starch
was detected using [1-14C]Glc that was injected
into developing kernels (Hatzfeld and Stitt,
1990 ).
In this paper, we determine the metabolic history of monosaccharide
units before their incorporation into starch by retrobiosynthetic NMR
analysis (Eisenreich et al., 1993 ), a technique that is
nonintrusive and nondestructive (Szyperski, 1995 ;
Schmidt et al., 1998 ; Fiaux et al., 1999 ;
Park et al., 1999 ; Eisenreich and Bacher,
2000 ; Glawischnig et al., 2001 ). The maize
kernel was chosen as a model system to study starch biosynthesis
because seeds of cereals are an important metabolic sink. Maize is
genetically well characterized, and several starch biosynthetic mutants
are available.
 |
RESULTS |
The in vitro culture of maize kernels (Glawischnig et
al., 2000 ) provides a means to study the development of intact
kernels up to physiological maturity under defined conditions. More
specifically, maize kernels were harvested 4 d after pollination
and placed in culture for 7 d. Kernels were then supplied
with culture medium containing a mixture of
[U-13C6]Glc and unlabeled
Glc (1:40, w/w), a mixture of
[U-13C12]Suc and
unlabeled Suc (1:40, w/w), or a mixture of
[1,2-13C2]acetate and
unlabeled Suc (1:27, w/w). After incubation for 19 d, starch was
isolated and hydrolyzed enzymatically. D-Glc was purified
by affinity chromatography (yield, about 10 mg Glc g 1 wet kernel tissue).
The 13C-NMR signals of Glc isolated from starch
in the experiment with
[1,2-13C2]acetate
displayed no 13C-coupled satellite signals (data
not shown). It follows that exogenous acetate could not serve as
precursor for starch in the experimental system, although it has been
shown earlier to be incorporated into certain amino acids (e.g. Asp,
Glu, and Leu) via acetyl-CoA and citric acid cycle intermediates
(Glawischnig et al., 2001 ).
The 13C-NMR signals of D-Glc from
starch in the experiment with
[U-13C6]Glc are shown in
Figure 1. The spectrum shows separate
signal sets for the - and -anomers present at a ratio of 0.7:1.
All signals show satellites because of
13C13C coupling. The
truncated central line of each multiplet reflects a
[13C1]Glc isotopomer that
was predominantly derived from unlabeled Glc or was already present in
the plant material before the feeding period. As a consequence of heavy
isotope shift effects and of non-first-order coupling, the satellite
patterns of the multiplets are not strictly symmetrical with respect to
the line attributed to the respective
[13C1]-isotopomer. The
complexity of the multiplets is in part attributable to the
superposition of the signal sets pertaining to different isotopomers
that were formed from the proffered, multiply
13C-labeled precursor by metabolic
cycling.

View larger version (19K):
[in this window]
[in a new window]
|
Figure 1.
13C-NMR signals of Glc
isolated from starch labeled with
[U-13C6]Glc. Coupling
patterns are indicated.
|
|
Because every isotopomer is reflected in the signals of the - and
-anomers, which are characterized by different chemical shifts and
coupling patterns (Table I), the labeling
data are overdetermined, and the accuracy of the quantitative breakdown of the isotopomer composition can be assessed by comparison of the -
and -Glc data. Additional overdetermination of labeling patterns
results from the fact that quantitative information on blocks of
contiguous 13C atom groups can be gleaned from
the NMR signature of each carbon atom in that group. Thus, the relative
amount of each isotopomer in the isotopomer mixture can be extracted
typically from at least four different NMR signal groups, and the
accuracy of the data can be assessed by statistical analysis.
The relative overall signal integrals for each respective carbon atom
in -and -Glc from starch in the experiment with
[U-13C6]Glc are
summarized in Table II. Relative
13C enrichments were determined by comparison
with the signal integrals of a Glc sample at natural
13C abundance (i.e. 1.1%
13C abundance). The absolute
13C abundance of C-1 and C-1 calculated via
the intensities of 13C-coupled satellites in the
1H-NMR signals (Fig.
2) is 2.5%. By multiplication of this
value with the relative 13C abundances, absolute
13C abundances were obtained for each carbon atom
in - and -Glc (Table II), and the averaged
13C abundance for all carbon atoms was 2.51% ± 0.06% in the experiment with
[U-13C6]Glc corresponding
to a 13C excess of 1.4% ± 0.06%. From the
molar fraction of 13C-labeled Glc in the medium
(approximately 2.3%), a specific incorporation rate of 61% ± 3% can
be calculated. It can be concluded that approximately 60% of starch
Glc were derived from the proffered precursor mixture during the
feeding experiment. In other words, 40% of the analyzed starch had
been present at the beginning of the [13C]Glc
feeding.

View larger version (15K):
[in this window]
[in a new window]
|
Figure 2.
1H-NMR signal of H-1 of
Glc isolated from starch labeled with
[U-13C6]Glc. A, Without
13C-decoupling; B, with
13C-decoupling. *, Signals arising from
impurities.
|
|
The signal integrals of specific 13C satellites,
in comparison with the overall signal intensity, reflect the relative
amounts of a given isotopomer. By multiplication of these values with the overall 13C abundance at a given molecular
position, the molar contributions of each respective isotopomer can be
calculated (Tables II and III).
View this table:
[in this window]
[in a new window]
|
Table III.
Mol % of isotopomers in Glc obtained by
hydrolysis of starch from experiments with
[U-13C6]Glc and
[U-13C12]Suc
|
|
The multiply 13C labeled isotopomers were
assigned by high-resolution two-dimensional incredible natural
abundance double-quantum transfer (INADEQUATE) experiments (Figs.
3 and 4). In the double-quantum experiment, pairs of
adjacent 13C atoms can be observed as specific
double quantum coherences in the F1 dimension
(i.e. the ordinate in Fig. 3). Pairs of correlated signals were
detected for C-1/C-2, C-2/C-3, C-4/C-5, and C-5/C-6. From the absence
of a C-3/C-4 signal pair, it can be concluded that isotopomers with
contiguous 13C labeling in C-3 and C-4 (i.e. a
characteristic feature of the proffered
[U-13C6]Glc) were only
present in relatively small amounts. The detailed analysis of the
correlation peaks enabled the identification of [1,2,3-13C3]-,
[1,2-13C2]-,
[4,5,6-13C3]-, and
[5,6-13C2]Glc with
significant concentrations. The fine structure of the double quantum
signals shows an abundance of additional information beyond that on the
contiguous 13C pairs (Fig. 4). Thus, the
correlation peaks at the double-quantum coherence of C-1 and C-2 show
the expected doublet pattern for a
[1,2-13C2]-isotopomer
(indicated by arrows in Fig. 4). In addition, pairs of -COSY type
signals were observed with passive couplings (Mareci and
Freeman, 1983 ) signaling the
[1,2,3-13C3]-isotopomer.
The correlation signals between C-5 and C-6 were similarly diagnostic
of [4,5,6-13C3]- and
[5,6-13C2]-isotopomers.
The signals for C-3/C-2 and C-4/C-5 correlation pairs exclusively
showed -COSY-type signals with passive couplings reflecting the
[1,2,3-13C3]- and
[4,5,6-13C3]-isotopomers.
Thus, [2,3-13C2]- and
[4,5-13C2]-isotopomers
were not present in significant amounts.

View larger version (12K):
[in this window]
[in a new window]
|
Figure 4.
Expanded view of
signals in the two-dimensional INADEQUATE spectrum of Glc isolated from
starch labeled with
[U-13C6]Glc.
Signals arising from
[1,2-13C2]Glc are
indicated by arrows.
|
|
These assignments were confirmed by the detailed analysis of the
coupling pattern in the one-dimensional 13C-NMR
spectrum (Fig. 1). The deconvolution of this complex NMR spectrum can
be illustrated by analysis of specific signals. In Figure 1B, the
central peak represents carbon 1 of
-[1-13C1]Glc
(subsequently designated C-1 ). The symmetrical doublet reflects
13C coupling of C-1 to the adjacent C-2 .
The signal integrals of the satellite lines indicate the relative
abundance of Glc molecules comprising 13C atoms
in positions 1 and 2 (and possibly in additional positions). The same
information can be extracted from the signal in Figure 1A, which
represents C-1 of the anomer of Glc. Again, the integral of the
satellites represents the relative abundance of Glc molecules comprising at least two 13C atoms in positions 1 and 2, and that information is redundant with that from the analysis of
the -anomer. Interestingly, the C-1 signal of the -anomer (but
not that of the -anomer) allows the differentiation of an isotopomer
with precisely two 13C atoms in positions 1 and 2 (i.e. [1,2-13C2]Glc) from
isotopomers with more than two 13C atoms. This is
because of the coupling constant of 4.2 Hz via two bonds for C-1 of the
-anomer; the long range coupling constant relating C-1 and C-3 of
the -anomer, on the other hand, is too small to be resolved.
The signal pattern of C-2 (Fig. 1D) comprises components arising by
13C coupling with C-1 and by simultaneous
coupling with C-3 and C-1 . The signal for C-3 (Fig. 1E)
shows intense coupling satellites attributable to coupling with C-2
and simultaneous coupling with C-2 , C-4 , and C-5 at lower intensity.
In conjunction with the results from the INADEQUATE experiment, the
systematic analysis of all coupling patterns shows that six multiply
13C-labeled isotopomers are present in amounts
that can be detected by the methods used (Fig.
5, isotopomers a-f). The concentration of other multiply 13C-labeled isotopomers in the
sample is below 0.05 mol %.

View larger version (16K):
[in this window]
[in a new window]
|
Figure 5.
Isotopomer composition of Glc isolated from starch
labeled with [U-13C6]Glc
or [U-13C12]Suc. Multiply
13C-labeling (isotopomers a-f) is indicated by
bold lines connecting 13C atoms. Singly
13C-labeling (isotopomers g and h) is indicated
by dots. The relative fraction of each isotopomer is given in Table
III.
|
|
Information on the abundance of a given isotopomer can be extracted
independently from different signal groups (Table II). For example,
[4,5,6-13C3]Glc
(isotopomer b) is represented in the NMR signals of C-4, C-5, and
C-6 of - and -Glc. To improve the accuracy of the quantitative assessment of different isotopomers, the relative abundance of Glc
isotopomers can be averaged over the signal intensities of - and
-Glc atoms (Tables II and III).
In summary, the isotopomer composition of Glc was characterized by high
abundances of
[1,2,3-13C3]- and
[4,5,6-13C3]-isotopomers,
whereas [U-13C6]-,
[5,6-13C2]-,
[1,2-13C2]-, and
[3,4,5,6-13C4]Glc were
present at lower molar ratios (Table III). The SDs in Table
III document the data quality.
By comparison of the sum of multiply 13C-labeled
isotopomers with the overall 13C abundance of
each specific carbon atom, it is obvious that
[3-13C1]- and
[4-13C1]Glc are present
in amounts well above the natural abundance contributions (Table III;
Fig. 5, isotopomers g and h).
The isotopomer breakdown determined as described above can be checked
rigorously by spectral simulation. For each of the isotopomers a to f
in Figure 5, the complete NMR spectrum can be calculated on basis of
the chemical shifts and coupling constants summarized in Table I. We
used the software package NMRSIM to calculate the complete
13C-NMR spectra of isotopomers a through f in the
- and -form (Fig. 6).
Because the Glc from starch is a mixture of the different isotopomers
that occur at the same ratio in the - and -form, the experimentally observed spectrum contains contributions by each spectral line of the isotopomers shown in Figure 5. Because the amounts
of the isotopomers in the actual Glc sample are different (Table III),
it is necessary to scale the spectrum of each isotopomer before the
summation of spectra to reflect the
quantitative composition of the
isotopomer mixture (Figs. 7 and 8). For
obvious reasons, the same factors must apply for a given isotopomer in
the - and -Glc anomer. As shown for specific examples in Figures
7 and 8 (signals for C-2 and C-3 ), the summation using the
scaling factors in Table III, the simulations agree closely with the
experimental signals.

View larger version (14K):
[in this window]
[in a new window]
|
Figure 7.
13C-NMR signals of C-2 of
Glc isolated from starch. A through C, simulated signals of isotopomers
a, d, and e, respectively; D, sum of the simulated signals scaled
according to the molar fractions of isotopomers in the experiment with
[U-13C6]Glc (compare with
Table III); E, signal of the biosynthetic sample from the experiment
with experiment with
[U-13C6]Glc.
|
|

View larger version (10K):
[in this window]
[in a new window]
|
Figure 8.
13C-NMR signals of C-3 of
Glc isolated from starch. A through C, Simulated signals of isotopomers
a, f, and d; D, sum of the simulated signals scaled according to the
molar fractions of isotopomers in the experiment with
[U-13C6]Glc (compare with
Table III); E, signal of the biosynthetic sample from the experiment
with experiment with
[U-13C6]Glc.
|
|
The spectrum of Glc isolated from maize kernels grown with
[U-13C12]Suc was analyzed
by the same approach. As shown in Table III, the molar contributions of
multiple 13C-labeled Glc isotopomers are similar
but not identical to the isotopomer composition in the experiment with
[U-13C6]Glc. Because the
price of [U-13C12]Suc is
substantially higher as compared with
[U-13C6]Glc, only a
relatively small amount of the tracer could be used in this experiment,
and consequently the quality of the NMR data is lower as compared with
the data in the Glc experiment. Most significantly, the relative amount
of the
[U-13C6]-isotopomer was
higher as compared with the experiment with [U-13C6]Glc.
 |
DISCUSSION |
Terrestrial carbon is a mixture of 98.9% (w/v)
12C, 1.1% 13C, and
traces of 14C. As a consequence, all organic
compounds are complex isotopomer mixtures. For any 6-carbon compound,
e.g. Glc, the number of nonradioactive carbon isotopomers is
26 = 64.
The isotopomer composition of Glc with natural
13C abundance is close to the state of chemical
equilibrium; minor deviations caused by isotope selectivity of
enzymatic reactions are below the level of sensitivity of the methods
used in this study and can thus be disregarded. The approximate
abundances of different isotopomers in naturally occurring Glc are
summarized in Table IV. The multiply
13C-labeled do not occur in significant amounts
at natural 13C abundance. The sum of the
concentrations of all naturally occurring isotopomers with two or more
13C atoms in Glc with natural isotope abundance
is notably less than 0.07 mol %.
The quasi-equilibrium isotopomer distribution of biomatter can be
perturbed by the introduction of any singly or multiply 13C-labeled metabolite. Cellular metabolism is
then conducive to a complex relaxation process in which virtually all
chemical reactions occurring in the experimental system are involved.
Whereas catabolic processes direct the system to a new equilibrium
state (characterized by an increased 13C
abundance in case of closed systems), anabolic processes are conducive
to metastable states that can be gleaned from the assimilated biomass
(i.e. proteins, polymeric carbohydrates, and lipids). It is obvious
that enzyme reactions involving the breaking or formation of
carbon-carbon bonds play a central role in these relaxation processes.
A detailed analysis of the isotopomer populations formed by the
enzyme-catalyzed relaxation processes in the wake of a perturbation (by
introduction of a multiply labeled metabolite) is possible by NMR
analysis and affords an abundance of information that cannot be
obtained by traditional experimental setups that monitor global isotope
enrichment or enrichment at selected positions but fail to document the
quantitative composition of the entire isotopomer population.
Because they can yield very large amounts of experimental data,
perturbation/relaxation experiments with multiply stable
isotope-labeled metabolite can be used to monitor metabolite flux in
complex metabolic networks characteristic of eukaryotic cells and
organisms. The perturbation/relaxation experiments can also be used to
dissect metabolite flux across compartmental boundaries.
From the 57 multiply labeled 13C-isotopomers of
Glc, six occur with an abundance above 0.08 mol % in the Glc samples
obtained by hydrolysis of the starch formed in developing maize kernels in the experiment with
[U-13C6]Glc (Table III),
i.e. well above their stochastic occurrence in natural abundance Glc
(Table IV). The abundance of
[U-13C6]Glc in the sample
is notably 9 orders of magnitude above the level of that isotopomer in
natural abundance Glc (compare with Tables III and IV). Two isotopomers
carrying single 13C atoms
([3-13C1]- and
[4-13C1]Glc) also occur
with increased abundances of 0.21% and 0.36%, respectively (i.e. 18 resp. 32% excess over natural abundance) because of the metabolic
processes (compare with Table III).
The global 13C enrichments show that Glc and Suc
were used to a similar extent for the synthesis of starch. In closer
detail, the total amount of multiply 13C-labeled
Glc isotopomers was 2.06 mol % in the experiment with the Suc mixture
and 2.62 mol % in the experiment with the Glc mixture. The pattern of
isotopomer distributions is similar (although not identical) in the
experiments with 13C-labeled Glc resp. Suc. Thus,
Glc is processed in a similar way as Suc, which is the natural carbon
source available to the heterotrophic endosperm cells in the developing
maize kernel.
The 13C spectra of Glc obtained from starch after
feeding of 13C-labeled Glc or Suc consist of
complex multiplets. The most rigorous approach for the deconvolution of
these complex patterns uses the numerical simulation of the spectrum of
each observed isotopomer on basis of chemical shifts and coupling
constants (Table I). The spectrum of the isotopomer mixture from the
maize experiments can then be approximated by the summation of the
simulated isotopomer spectra under consideration of their relative
abundance. The agreement between the experimental and the simulated
spectrum is excellent as shown in Figures 7 and 8.
The relative paucity of the
[U-13C6]-isotopomer (0.19 and 0.36 mol % in the experiments with
13C-labeled Glc and Suc, respectively) shows that
the carbon skeleton of the vast majority of the proffered carbohydrate
precursors had been broken and reassembled at least once. Passage of
Glc through the pentose phosphate pathway under regeneration of a hexose is conducive to breaking of the C2/C3 bond and/or the C3/C4 bond of hexoses. Glycolysis followed by glucogenesis is
conducive to breaking of the C3/C4 bond of Glc. Evidence for both
processes is immediately obvious from the relatively high
abundance of [1,2-13C2]-,
[1,2,3-13C3]-,
[4,5,6-13C3]-,
[3,4,5,6-13C4]-, and
[3-13C1]-isotopomers.
The [5,6-13C2]- and
[4-13C1]-isotopomer can
be explained by a cooperative action of the pentose phosphate
pathway and the glycolysis/glucogenesis pathways. Thus, the pentose
phosphate pathway can generate
[1,2-13C2]pentoses and,
subsequently,
[1,2-13C6]hexoses (via
transketolase catalysis). Glycolysis can produce [2,3-13C2]dihydroxyacetone
phosphate from the double-labeled hexose, which yields
[2,3-13C2]glyceraldehyde
3-phosphate by the catalytic action of triose phosphate isomerase.
Regeneration of a hexose from
[2,3-13C2]glyceraldehyde
phosphate, either by glucogenesis or via the pentose phosphate pathway,
could afford the
[5,6-13C2]Glc
isotopomer observed in our experiments (0.27 and 0.19 mol % in
the experiments with 13C-labeled Glc and Suc,
respectively). The abundance of the
[5,6-13C2]-isotopomer
is only slightly lower (about 30%) as compared with the
[1,2-13C2]-isotopomer
from which it is proposed to be formed by the sequence of events
described above. This suggests that the interconnection of the pentose
phosphate pathway and the glycolysis/glycogenesis pathways is operating
quite efficaciously.
This result is in accordance with earlier experiments with
non-photosynthetic cells showing that intermediates of glycolysis and
the pentose phosphate pathway are combined in starch synthesis. Cycling
between trioses and hexoses has more specifically been inferred from
transfer of label from C-1 to C-6 in Glc moieties of starch. Fifteen
percent to 20% redistribution of label was found in developing wheat
seeds (Keeling et al., 1988 ). Moreover, 15% of the
label were reshuffled from the 1-position to the 6-position of hexose
in maize endosperm (Hatzfeld and Stitt, 1990 ), as shown by experiments with 14C-labeled Glc, which was
injected into developing maize cobs. Hatzfeld and Stitt
(1990) also detected cycling of triose phosphates in
heterotrophic plant cells including maize endosperm. The quantification of metabolic fluxes in maize root tips indicated the close cooperation of glycolysis and the pentose phosphate pathway in carbohydrate metabolism and the involvement of the transaldolase reaction
(Dieuaide-Noubhani et al., 1995 ). The analysis of Suc
and starch metabolism in carrot (Daucus carota) cells
similarly provided evidence for the implication of the pentose
phosphate pathway (Krook et al., 1998 ).
Our data indicate that 87% of the Glc moieties of this precursor are
not directly derived from external Glc; rather, the hexose moiety is
recycled via a "metabolic detour." On this basis, the extent of
metabolic cycling is significantly higher than the extent of cycling
detected in earlier studies (see above). This discrepancy may be
attributable to the different experimental setups and/or to the
difference in incubation time (19 d in our experiments versus 2 h
in the 14C study by Hatzfeld and Stitt
[1990]).
Plant metabolism is a complex issue, even when only carbohydrate
metabolism in a maize endosperm cell is under investigation (Neuhaus and Emes, 2000 ). Metabolic reactions involving
hexoses take place in the cytosol and in the amyloplast of these cells. In fact, with the exception of the nonoxidative branch of the pentose
phosphate pathway, which is localized in the maize plastid (Debnam and Emes, 1999 ), both compartments are
characterized by an almost redundant set of enzymes catalyzing both
anabolic and catabolic reactions. The metabolite pools of the cytosol
and the amyloplast are efficiently connected by transporters for triose phosphate, hexose phosphate, pentose phosphates, and ADP-Glc
(Trethewey and ap Rees, 1994 ; Möhlmann et
al., 1997 ; Schultz, 1997 ; Kammerer et
al., 1998 ; Shannon et al., 1998 ,
Flügge, 1999 ; Eicks et al., 2002 ),
which enable metabolite flux and maintain the phosphorus balance in the
different compartments of the cell (Tetlow et al., 1998 ). In this context, the extensive cycling processes
inferred from the Glc-labeling pattern may reflect a flexible metabolic network that serves the physiological needs of the cell (Fig. 9).

View larger version (13K):
[in this window]
[in a new window]
|
Figure 9.
Metabolic flux involved in starch biosynthesis in
growing kernels of maize. The pentose phosphate pathway is shown as a
circle in the amyloplast compartment.
|
|
The nondestructive retrobiosynthetic NMR analysis exploited in this
study has the power to resolve carbon flux into starch (and into other
pools and sinks) within a complex metabolic context. The results
obtained here corroborate earlier findings that have been obtained with
single-isotope-labeled precursors in different plant systems. Using
mixtures of [U-13C]-labeled carbohydrate and
unlabeled carbohydrate as precursors, many multiple
13C-labeled Glc isotopomers in starch can be
analyzed providing detailed information about carbon-carbon
connectivities that had been retained from a given totally
13C-labeled precursor during the metabolic
conversion into a sink metabolite. The technique can now be used to
investigate and compare flux under different physiological conditions.
The analysis of mutants in transporters or glycolytic and starch
biosynthetic genes could increase our understanding of metabolite flux
in the sink organs of plants and more generally in whole plant metabolism.
 |
MATERIALS AND METHODS |
Materials
[U-13C6]Glc and
[1,2-13C2]acetate (sodium salt) were
purchased from Isotec (Miamisburg, OH).
[U-13C12]Suc was purchased from Campro
Scientific (Veenendaal, The Netherlands). Glc-6-P dehydrogenase from
Leuconostoc mesenteroides (550-1,100 units
mg 1) and hexokinase from Brewer's yeast
(Saccharomyces cerevisiae; 130-250 units
mg 1) were from Sigma-Aldrich (Deisenhofen, Germany).
Culture of Developing Maize (Zea mays) Kernels
Developing kernels from field grown maize (Pioneer hybrid 3394)
were placed into culture, under sterile conditions, on d 4 after
pollination. Kernels were grown for 7 d in unlabeled medium (Glawischnig et al., 2000 ), and then moved to medium
containing 10.7 mM
D-[U-13C6]Glc (99.9%
13C enrichment) and 445 mM unlabeled
D-Glc (experiment A), to medium containing 36 mM [1,2-13C2]acetate (99.9%
13C enrichment) and 234 mM unlabeled Suc
(experiment B), or to medium containing 5.6 mM
D-[U-13C12]Suc (99.9%
13C enrichment) and 234 mM unlabeled
D-Suc (experiment C). After 19 d of growth in the
labeled medium, kernels were separated from the cob.
Isolation of Glc from Starch
Frozen kernels were ground in liquid nitrogen using an electric
coffee grinder. Frozen maize kernel powder was mixed with 3 volumes of
70% (v/v) aqueous acetone. The suspension was shaken vigorously
for 15 min at room temperature. The mixture was centrifuged, and
acetone extraction of the pellet was repeated twice. The residue was
then extracted twice with 3 volumes of a mixture of
n-hexane:acetone (1:1, v/v). The mixture was
centrifuged, and the pellet (0.5 g) was treated with 1.5 mL of 0.5 M NaOH for 1 h at 65°C. The mixture was diluted with
12 mL of water, adjusted to pH 4.5 with 1 M acetic acid,
and centrifuged (45 min, 4,800 rpm). Amyloglucosidase (120 units,
lyophilized powder from Sigma-Aldrich) was added to the supernatant.
The mixture was incubated for 3 h at 55°C and was then
centrifuged (45 min, 4,800 rpm). The supernatant was concentrated under
reduced pressure. The residue was dissolved in 2 mL of 0.2 M ammonium acetate. The solution was adjusted to pH 9.0 with 1 M NaOH. Glc was isolated by affinity chromatography
using a 2-mL Affigel 601 (Bio-Rad, Hercules, CA) column, which had been
equilibrated with 0.2 M ammonium acetate, pH 8.8. The
column was washed with 20 mL of 0.2 M ammonium acetate, pH
8.8, and was then developed with 0.2 M ammonium acetate, pH
6.0. Fractions of 1 mL were collected. Aliquots of 25 µL were
retrieved and added to a solution containing 50 mM
MOPS/KOH, pH 7.5, 4 units mL 1 hexokinase, 1 mM ATP, 5 mM MgCl2, 1 mM EDTA, and 0.4 mM NAD. The solution was
incubated at 28°C for 5 min. Two units per milliliter Glc-6-P
dehydrogenase were added, and the reaction mixture was incubated at
28°C for further 5 min. The formation of NADH was monitored at 340 nm. Fractions containing Glc were combined and lyophilized.
NMR Spectroscopy
Glc was dissolved in 2H2O.
1H- and 13C-NMR spectra were recorded at 500.13 and 125.76 MHz, respectively, using a spectrometer (DRX500, Bruker,
Newark, DE). The data were processed with standard Bruker software
(XWINNMR 3.0). Two-dimensional INADEQUATE experiments (Bax et
al., 1981 ) were performed with the Bruker pulse program inad
using a 135° read pulse (11.5 µs). Further parameters were as
follows: time domain (td) 2, 2k; number of scans (ns), 64; acquisition
(aq), 0.163 s; delay (d)1, 2 s, d4, 6 ms; td1, 800; sweep width
(sw)2, 50 ppm; sw1, 25 ppm; aq-mode, qsim; magnitude calculation (mc)2,
qf; window (wdw)2, Gauss multiplication (gm); line broadening (lb)2,
0.6; gm2, 0.02; wdw1, qsine; shifted sine bell (ssb)1, 2. 13C-NMR spectra were simulated with NMRSIM (Bruker) using
the chemical shifts and coupling constants summarized in Table
I.
The analysis of 13C enrichment and isotopomer composition
was performed as described (Eisenreich and Bacher,
2000 ). In brief, 13C-NMR spectra of isotope-labeled
samples and of Glc with natural 13C abundance were recorded
under the same experimental conditions. Integrals were determined for
every 13C-NMR signal, and the signal integral for each
respective carbon atom in the labeled compound was referenced to that
of the natural abundance material, thus affording relative
13C abundances for each position in the labeled molecular
species (% 13Crel. in Table II). Absolute
13C abundances for C-1 were obtained from
13C-coupling satellites in 1H-NMR signals for
H-1 and H-1 where the coupling satellites were well separated
(compare with Fig. 2). These values were used to convert relative to
absolute 13C abundances for other positions (% 13Cabs. in Table II).
In NMR spectra of multiple-labeled samples displaying
13C13C couplings, each satellite in the
13C-NMR spectra was integrated separately. The relative
fractions of each respective satellite pair (corresponding to a certain coupling pattern, compare with Fig. 1; Table II) in the total signal
integral of a given carbon atom were calculated (% 13C13C in Table II). Relative isotopomer
abundances were then referenced to the global absolute 13C
abundance for each carbon atom (mol % in Table II).
 |
ACKNOWLEDGMENTS |
We thank Cathie Martin, Tom Hamborg Nielsen, and Gernot Schultz
for helpful discussions. We thank Angelika Werner and Fritz Wendling
for expert help with the preparation of the manuscript.
 |
FOOTNOTES |
Received April 4, 2002; returned for revision May 22, 2002; accepted September 2, 2002.
1
This work was supported by the Deutsche
Forschungsgemeinschaft, by the Fonds der Chemischen Industrie, and by
the Hans-Fischer-Gesellschaft.
2
Present address: DuPont Crop Genetics, 1 Innovation Way,
Newark, DE 19711.
*
Corresponding author; e-mail
wolfgang.eisenreich{at}ch.tum.de; fax 49-89-289-13363.
Article, publication date, and citation information can be found at
www.plantphysiol.org/cgi/doi/10.1104/pp.006726.
 |
LITERATURE CITED |
-
Bax A, Freeman R, Frenkiel TA
(1981)
An NMR technique for tracing out the carbon skeleton of an organic molecule.
J Am Chem Soc
103: 2102-2104[CrossRef]
-
Chourey PS, Nelson OE
(1976)
The enzymatic deficiency conditioned by the shrunken-1 mutations in maize.
Biochem Genet
14: 1041-1055[CrossRef][ISI][Medline]
-
Chourey PS, Taliercio EW, Carlson SJ, Ruan YL
(1998)
Genetic evidence that the two isozymes of sucrose synthase present in developing maize endosperm are critical, one for cell wall integrity and the other for starch biosynthesis.
Mol Gen Genet
259: 88-96[CrossRef][ISI][Medline]
-
Debnam PM, Emes MJ
(1999)
Subcellular distribution of enzymes of the oxidative pentose phosphate pathway in root and leaf tissue.
J Exp Bot
50: 1653-1661[Abstract/Free Full Text]
-
Dieuaide-Noubhani M, Raffard G, Canioni P, Pradet A, Raymond P
(1995)
Quantification of compartmented metabolic fluxes in maize root tips using isotope distribution from 13C- or 14C-labeled glucose.
J Biol Chem
270: 13147-13159[Abstract/Free Full Text]
-
Eicks M, Maurino V, Knappe S, Flügge UI, Fischer K
(2002)
The plastidic pentose phosphate translocator represents a link between the cytosolic and the plastidic pentose phosphate pathways in plants.
Plant Physiol
128: 512-522[Abstract/Free Full Text]
-
Eisenreich W, Bacher A
(2000)
Elucidation of biosynthetic pathways by retrodictive/predictive comparison of isotopomer patterns determined by NMR spectroscopy.
In
J Setlow, ed, Genetic Engineering, Principles and Methods, Vol. 22. Kluwer Academic/Plenum Publishers, New York, pp 121-153
-
Eisenreich W, Strauss G, Werz U, Bacher A, Fuchs G
(1993)
Retrobiosynthetic analysis of carbon fixation in the phototrophic eubacterium Chloroflexus aurantiacus.
Eur J Biochem
215: 619-632[ISI][Medline]
-
Fiaux J, Andersson CJY, Holmberg N, Bülow L, Kallio PT, Szyperski T, Bailey JE, Wüthrich K
(1999)
13C NMR flux ratio analysis of Escherichia coli: central carbon metabolism in microaerobic bioprocesses.
J Am Chem Soc
121: 1407-1408[CrossRef]
-
Fien O, Kopka J, Dörmann P, Altmann T, Trethewey RN, Willmitzer L
(2000)
Metabolite profiling for plant functional genomics.
Nat Biotechnol
18: 1157-1161[CrossRef][ISI][Medline]
-
Flügge UI
(1999)
Phosphate translocators in plastids.
Annu Rev Plant Physiol Plant Mol Biol
50: 27-45[CrossRef][ISI]
-
Glawischnig E, Gierl A, Tomas A, Bacher A, Eisenreich W
(2001)
Retrobiosynthetic NMR analysis of amino acid biosynthesis and intermediary metabolism: metabolic flux in developing maize kernels.
Plant Physiol
125: 1178-1186[Abstract/Free Full Text]
-
Glawischnig E, Tomas A, Eisenreich W, Spiteller P, Bacher A, Gierl A
(2000)
Auxin biosynthesis in maize kernels.
Plant Physiol
123: 1109-1119[Abstract/Free Full Text]
-
Hatzfeld W-D, Stitt M
(1990)
A study of the rate of recycling of triose phosphates in heterotrophic Chenopodium rubrum cells, potato tubers, and maize endosperm.
Planta
180: 198-204
-
Kammerer B, Fischer K, Hilpert B, Schubert S, Gutensohn M, Weber A, Flügge UI
(1998)
Molecular characterization of a carbon transporter in plastids from heterotrophic tissues: the glucose 6-phosphate/phosphate antiporter.
Plant Cell
10: 105-117[Abstract/Free Full Text]
-
Keeling PL, Wood JR, Tyson RH, Bridges IG
(1988)
Starch biosynthesis in developing wheat grain.
Plant Physiol
87: 311-319[Abstract/Free Full Text]
-
Krook JD, Vreugdenhil D, Dijkema C, van der Plas LHW
(1998)
Sucrose and starch metabolism in carrot (Daucus carota l.) cell suspension cultures analyzed by C-13-labelling: indications for a plastid localized oxidative pentose phosphate pathway.
J Exp Bot
49: 1917-1924[Abstract/Free Full Text]
-
Mareci TH, Freeman R
(1983)
Mapping proton-proton coupling via double-quantum coherence.
J Magn Reson
51: 531-535
-
Möhlmann T, Tjaden J, Henrichs G, Quick WP, Häusler R, Neuhaus HE
(1997)
ADP-glucose drives starch synthesis in isolated maize endosperm amyloplasts: characterization of starch synthesis and transport properties across the amyloplast envelope.
Biochem J
324: 503-509
-
Neuhaus HE, Emes MJ
(2000)
Nonphotosynthetic metabolism in plastids.
Annu Rev Plant Mol Biol
51: 111-140[CrossRef][ISI]
-
Park SM, Klapa MI, Sinskey AJ, Stephanopoulos G
(1999)
Metabolite and isotopomer balancing in the analysis of metabolic cycles: II.
Applications. Biotechnol Bioeng
62: 392-401[CrossRef][ISI][Medline]
-
Schmidt K, Marx A, deGraaf AA, Wiechert W, Sahm H, Nielsen J, Villadsen J
(1998)
13C Tracer experiments and metabolite balancing for metabolite flux analysis: comparing two approaches.
Biotechnol Bioeng
58: 254-257[CrossRef][ISI][Medline]
-
Schultz G
(1997)
Assimilation of non-carbohydrate compounds.
In
AS Raghavendra, ed, Photosynthesis. A Comprehensive Treatise. Cambridge University Press, Cambridge, UK, pp 183-196
-
Shannon JC, Pien FM, Cao H, Liu KC
(1998)
Brittle-1, an adenylate translocator, facilitates transfer of extraplastidial synthesized ADP-glucose into amyloplasts of maize endosperms.
Plant Physiol
117: 1235-1252[Abstract/Free Full Text]
-
Szyperski T
(1995)
Biosynthetically directed fractional 13C-labeling of proteinogenic amino acids: an efficient analytical tool to investigate intermediary metabolism.
Eur J Biochem
232: 433-438[ISI][Medline]
-
Tetlow IJ, Blissett KJ, Emes MJ
(1998)
Metabolite pools during starch synthesis and carbohydrate oxidation in amyloplasts isolated from wheat endosperm.
Planta
204: 100-108[CrossRef][ISI]
-
Trethewey RN, ap Rees T
(1994)
The role of the hexose transporter in the chloroplasts of Arabidopsis thaliana L.
Planta
195: 168-174
-
Viola R, Davies HV, Chudeck AR
(1991)
Pathways of starch and sucrose biosynthesis in developing tubers of potato (Solanum tuberosum L.) and seeds of faba bean (Vicia faba L.).
Planta
183: 202-208
© 2002 American Society of Plant Biologists
This article has been cited by other articles:

|
 |

|
 |
 
A. P. Alonso, H. Vigeolas, P. Raymond, D. Rolin, and M. Dieuaide-Noubhani
A New Substrate Cycle in Plants. Evidence for a High Glucose-Phosphate-to-Glucose Turnover from in Vivo Steady-State and Pulse-Labeling Experiments with [13C]Glucose and [14C]Glucose
Plant Physiology,
August 1, 2005;
138(4):
2220 - 2232.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. Sriram, D. B. Fulton, V. V. Iyer, J. M. Peterson, R. Zhou, M. E. Westgate, M. H. Spalding, and J. V. Shanks
Quantification of Compartmented Metabolic Fluxes in Developing Soybean Embryos by Employing Biosynthetically Directed Fractional 13C Labeling, Two-Dimensional [13C, 1H] Nuclear Magnetic Resonance, and Comprehensive Isotopomer Balancing
Plant Physiology,
October 1, 2004;
136(2):
3043 - 3057.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
W. Eisenreich, C. Ettenhuber, R. Laupitz, C. Theus, and A. Bacher
Isotopolog perturbation techniques for metabolic networks: Metabolic recycling of nutritional glucose in Drosophila melanogaster
PNAS,
April 27, 2004;
101(17):
6764 - 6769.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Y. Yamazaki, M. Kitajima, M. Arita, H. Takayama, H. Sudo, M. Yamazaki, N. Aimi, and K. Saito
Biosynthesis of Camptothecin. In Silico and in Vivo Tracer Study from [1-13C]Glucose
Plant Physiology,
January 1, 2004;
134(1):
161 - 170.
[Abstract]
[Full Text]
[PDF]
|
 |
|
|