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Eukaryotic Cell, December 2002, p. 978-986, Vol. 1, No. 6
1535-9778/02/$04.00+0 DOI: 10.1128/EC.1.6.978-986.2002
Copyright © 2002, American Society for Microbiology. All Rights Reserved.
Loss of Compartmentalization Causes Misregulation of Lysine Biosynthesis in Peroxisome-Deficient Yeast Cells
Rainer Breitling, Orzala Sharif, Michelle L. Hartman, and Skaidrite K. Krisans*
Department of Biology, San Diego State University, San Diego, California 92182
Received 18 July 2002/
Accepted 12 September 2002

ABSTRACT
To characterize the metabolic role of peroxisomes in yeast cells
under physiological conditions, we performed a comprehensive
meta-analysis of published microarray data. Previous studies
of yeast peroxisomes have mainly been focused on the function
of peroxisomes under extreme conditions, such as growth on oleate
or methanol as the sole carbon source, and may therefore not
be representative of the normal physiological role of yeast
peroxisomes. Surprisingly, our analysis of the microarray data
reveals that the only pathway responding to peroxisome deficiency
in mid-log phase is lysine biosynthesis, whereas classical peroxisomal
pathways such as beta-oxidation are unaffected. We show that
the upregulation of lysine biosynthesis genes in peroxisome-deficient
yeasts shares many characteristics with the physiological response
to lysine starvation. We provide data that suggest that this
is the result of a "pathological" stimulation of the Lys14p
transcriptional activator by the pathway intermediate aminoadipate
semialdehyde. Mistargeting of the peroxisomal lysine pathway
to the cytosol increases the active concentration of aminoadipate
semialdehyde, which is no longer contained in the peroxisome
and can now activate Lys14p at much lower levels than in wild-type
yeasts. This is the first well-documented example of pathway
misregulation in response to peroxisome deficiency and will
be useful in understanding the phenotypic details of human peroxisome-deficient
patients (Zellweger syndrome).

INTRODUCTION
Peroxisomes are single-membrane-bounded organelles present in
most eukaryotic cells, with the exception of
Plasmodium,
Giardia,
Trichomonas,
Entamoeba, and related species. Peroxisomes typically
contain the enzymes of fatty acid beta-oxidation and catalase,
which converts the hydrogen peroxide formed by fatty acyl-coenzyme
A (CoA) oxidase to water and oxygen. Several other oxidases,
e.g., monoamine oxidase, urate oxidase, hydroxyacid oxidase,
methanol oxidase, and acetyl-spermidine oxidase, are also present
in peroxisomes of some species and benefit from the same detoxification
mechanism. In addition to these oxidative reactions, peroxisomes
may contain many other biosynthetic pathways. Enzymes of these
supplemental pathways are usually absent or localized in nonperoxisomal
compartments in most eukaryotes, and their peroxisomal localization
is a specialization of relatively few species. Examples of facultative
peroxisomal pathways are glycolysis and purine salvage (in the
peroxisomes of kinetoplastids, such as
Trypanosoma and
Leishmania [
23]), isoprenoid biosynthesis (in vertebrates [
1]), ether phospholipid
biosynthesis (in kinetoplastids and animals [
15,
33]), and the
glyoxylate cycle, which channels the products of beta-oxidation
into gluconeogenesis in plants, yeasts, and
Caenorhabditis elegans (
7).
Peroxisome-deficient mutants of most organisms are viable (with the possible exception of kinetoplastids), but a lack of functional peroxisomes can lead to severe pathologies in multicellular organisms (3, 5, 8, 16, 20, 24). In all organisms examined, the most severely affected metabolic pathway is the beta-oxidation of fatty acids, but in human patients bile acid production and cholesterol biosynthesis also seem to be impaired. Affected human patients show a characteristic complex of symptoms, including metabolic deficiencies, hepatomegaly, facial malformations, and severe neurological disturbances (Zellweger syndrome [24]).
Peroxisome biogenesis and physiology has been examined in detail in several yeast species (Pichia, Yarrowia, Hansenula, and Saccharomyces spp. [27, 28, 31]). Most of these studies were, however, focused on the function of peroxisomes under extreme conditions, such as growth on oleate or methanol as the sole carbon source, and may therefore not be representative of the normal physiological role of yeast peroxisomes. In order to characterize the function of peroxisomes in Saccharomyces cerevisiae, we performed a meta-analysis of two large-scale microarray experiments (13, 18). Our analysis demonstrates that the only pathway affected by peroxisome deficiency in mid-log phase on complete medium is lysine biosynthesis. Furthermore, growth rate determinations show that the upregulation of lysine biosynthesis after peroxisome disruption is not due to a severe deficiency of the enzymes but is most likely the result of the mislocalized production of the transcriptional modulator aminoadipate semialdehyde.

MATERIALS AND METHODS
Microarray analysis.
The microarray analysis is based on two large published datasets
(Gasch et al. [
13] and Hughes et al. [
18]). The data were obtained
from these authors and then analyzed by using customized Perl
scripts to identify coregulated genes (these programs are available
from R. Breitling upon request).
Data set 1: PEX12 disruption.
PEX12 disruption was described previously (18). Mutant (pex12::kanR/- MATa/b his3-1/- leu2-0/- met15-0/+ ura3-0/- lys2-0/+) and wild-type (BY4743, MATa/b his3-1/his3-1 leu2-0/leu2-0 ura3-0/ura3-0 +/met15-0 +/lys2-0) cells were grown in synthetic complete (SC) medium with 2% glucose at 30°C overnight to mid-log phase. They were diluted to 0.4 to 1 million cells/ml and grown an additional 5 to 7 h to reach 4 to 10 million cells/ml).
Data set 2: Stress response.
The stress response was evaluated as described previously (13). Wild-type (DBY7286: ura3-52 GAL2) cells or variants thereof were grown in rich medium (yeast extract-peptone-dextrose) at 30°C to early log phase (optical density = 0.2 to 0.4); a time zero reference sample was then collected. The cells then were grown for some time under one of several stress conditions (e.g., heat shock, temperature shift, osmolarity, hydrogen peroxide, dithiothreitol, nitrogen depletion, and stationary phase). During this time data were collected over the course of 2 to 3 h in most cases. A total of 142 samples was analyzed.
Two-dimensional visualization.
The distance between gene expression profiles was calculated from the Pearson correlation coefficient (PCC), with distance calculated as follows: (1 - PCC)/2. For visualization, the resulting n x n matrix describing the pairwise distances between n genes was projected into a plane. This was done by a modified multidimensional scaling, determining the two-dimensional arrangement that minimizes the discrepancy between actual and displayed distances.
Nearest-neighbor analysis.
Because of the nonnormality of the correlation coefficients, a close distance in the two-dimensional representation described above does not necessarily indicate whether two genes are highly correlated or not. This problem is aggravated by the fact that only a selection of genes is included in the pictures. To get a more reliable impression of the significance of the clustering, we determined the nearest neighbors of each gene, i.e., the genes among the complete data set that show the highest correlation coefficient to a given gene. If gene A is among the ten nearest neighbors of gene B in the complete data set, the two genes are connected by a line in the two-dimensional representations. In this way, significant coregulated clusters are easily identified.
Yeast experiments.
Diploid gene-deleted yeast strains in the BY4743 background were obtained from Research Genetics. They were maintained in yeast extract-peptone-dextrose medium plus 200 µg of Geneticin/ml. Growth experiments were performed in SC medium with or without lysine. A yeast strain disrupted in the hydroxymethyl-glutaryl-CoA reductase (HMG1) gene, which is unrelated to lysine biosynthesis and peroxisomal metabolism, served as a reference.
Complete genomes.
Genomic sequences for the white-rot fungus Phanerochaete chrysosporium were obtained from the Department of Energy Joint Genome Institute website (http://www.jgi.doe.gov). All other sequences are available from the National Center for Biotechnology Information (http://www.ncbi.nlm.nih.gov).

RESULTS AND DISCUSSION
Gene expression changes in peroxisome-deficient yeasts.
To characterize the function of yeast peroxisomes under physiological
conditions, we first analyzed the transcriptional response of
a
PEX12-disrupted yeast strain (data provided by Hughes et al.
[
18]). Pex12p is a central member of the peroxisomal import
machinery and the disruption of Pex12p leads to a complete loss
of matrix protein import and absence of functional peroxisomes
(
2). Mutations of the human homologue lead to Zellweger syndrome
(complementation group 3 [
6]). Figure
1 shows that the expression
of most of the more than 6,000 yeast genes present on the microarray
does not change in response to peroxisome disruption.
PEX12 expression is undetectable, as expected. Only a very small fraction
of genes are highly upregulated (Table
1): 11 genes show upregulation
by more than a factor of 2 (11/6,172 = 0.18%). Of these, five
are involved in lysine biosynthesis (
LYS9,
LYS20,
LYS4,
LYS1,
and
LYS12). Of the six other highly upregulated genes, two (
SNZ1/SNO1)
encode a complex that is involved in pyridoxal phosphate biosynthesis,
i.e., production of an essential cofactor of lysine biosynthesis,
one (
YBR147W) shows similarity to a nitrogen-starvation sensor
of
Schizosaccharomyces pombe, and two (
CTP1 and
YJL200C) are
supposed to convert citrate and might also interact with homocitrate,
the first product of the lysine biosynthesis pathway. The eleventh
gene (
YDL183C) was previously uncharacterized. Two further lysine
biosynthesis genes (
LYS21 and
LYS2) are upregulated by factors
of 1.64 and 1.57, respectively. Downregulation by a factor of
2 or more was observed in only a few genes coding for unrelated
proteins (heat shock protein
HSP12, inositol-3-phosphate synthase
INO1, zinc uptake transporter
ZRT1, and the glucose transporter
HXT10). Taken together, this expression pattern indicates the
activation of a specific lysine starvation response in the peroxisome-deficient
yeasts. This is especially surprising since the
PEX12-deficient
yeasts were grown in SC medium, containing sufficient amounts
of lysine. In contrast to the activation of lysine biosynthesis,
no significant upregulation of classical peroxisomal pathways
was observed (e.g., catalase
CTA1 [upregulated by a factor of
1.14], multifunctional beta-oxidation enzyme
FOX2 [upregulated
by a factor of 1.01], and glyoxylate cycle isocitrate lyase
ICL1 [upregulated by a factor of 1.06]). Since in wild-type
cells these pathways are predominantly activated in stationary
phase (data not shown), a lack of upregulation in
PEX12-disrupted
yeasts in mid-log phase might be expected.
Phylogenetic profile of peroxisomal targeting signals in lysine biosynthesis genes.
The specific upregulation of lysine biosynthesis gene expression
in a peroxisome-deficient yeast strain is a strong indication
that lysine biosynthesis is at least partly a peroxisomal pathway.
Indeed, Geraghty et al. (
14) has shown that two enzymes of the
pathway (Lys4p and Lys1p) contain C-terminal peroxisomal targeting
signals (PTS-1) and are targeted to peroxisomes. We identified
an additional putative PTS-1 (-serine-arginine-lysine-COOH)
in Lys12p. In addition, possible PTS-2-like sequences are present
in the N-terminal sequence of Lys9p and Lys2p (Table
1). To
determine whether peroxisomal localization is a general feature
of the lysine biosynthetic pathway, we identified the homologues
of
Saccharomyes-Lys1p, -Lys4p, and -Lys12p in the complete genomic
sequences of four other yeast species (Fig.
2.) In none of these
species are the C-terminal targeting signals conserved, even
though the sequences -IKRL and -IKRI in Lys12p of
Aspergillus fumigatus and
Phanerochaete chrysosporium might function as
degenerate signals (
25). This is in marked contrast to the case
of classical peroxisomal proteins, such as multifunctional beta-oxidation
protein (Fox2p), 2,4-dienoyl-CoA reductase (Sps19p), or catalase
(Cta1p), and indicates that the peroxisomal localization of
lysine biosynthesis is a rather recent specialization of baker's
yeast. Just like the other supplemental peroxisomal pathways
described above, lysine biosynthesis does not require an oxidase
reaction. One reason for its localization in peroxisomes may
be facilitated metabolic channeling; another might be the reduction
of cytosolic aminoadipate semialdehyde, a pathway intermediate
that is toxic at a high concentration (
32). This analysis does
not imply that the whole pathway is peroxisomal. Peroxisomal
targeting signals are conspicuously absent from Lys5p (which
could be piggy-backing into peroxisomes with its dimerization
partner Lys2p [
12]) and from the amino acid aminotransferases
(Aro8p and Aro9p) that are proposed to act in the lysine biosynthesis
pathway (
19). A cytosolic detour is also observed for the peroxisomal
glyoxylate cycle in yeasts and plants, where the central aconitase
reaction takes place in the cytosol.
Growth on lysine-deficient medium.
Given the role of peroxisomes in lysine biosynthesis, we predicted
that peroxisome-deficient yeasts would show a severe defect
of lysine biosynthesis, when grown in the absence of lysine.
However, when we grew
PEX5-,
PEX7-, and
PEX12-disrupted yeast
strainswhich are deficient in PTS-1, PTS-2, and both
peroxisomal import pathways, respectivelyin lysine-deficient
SC medium, we observed no significant changes in doubling times
compared to a
HMG1-disrupted strain, which should show a wild-type
response. Growth was retarded by at most 10% in
PEX5- and
PEX12-deficient
strains and was equal to wild-type growth in the
PEX7 mutant.
This indicates that even if substrate dilution and/or enzyme
instability may affect the mislocalized pathway, lysine biosynthesis
is still effectively carried out in the peroxisome-deficient
yeasts.
We also show that a yeast strain carrying a targeted disruption of the YJL200C gene shows severely retarded growth on lysine-deficient medium (doubling time ca. 200 min, compared to 80 min on lysine-containing medium). Yjl200cp is predicted to be a citrate aconitase isozyme but might also be a homocitrate aconitase acting in concert with Lys4p. A slight, but consistent, lysine dependence is also seen in a CTP1-deficient yeast strain (doubling time increased ca. 10% in the absence of lysine). Ctp1p is a mitochondrial citrate transporter and might be involved in the transport of homocitrate produced by nuclear homocitrate synthase (Lys20p/Lys21p) into the peroxisome for further conversion by homocitrate aconitase (Lys4p). These data again confirm the lysine specificity of the transcriptional response seen in the peroxisome-disrupted yeast.
Regulation of peroxisome biogenesis and peroxisomal pathways in wild-type yeast.
To compare the transcriptional response observed in the PEX12-disrupted yeast to the wild-type situation, we analyzed the most comprehensive microarray data set examining wild-type gene expression under a variety of physiological stress conditions (13). Figure 3 shows in a condensed way the similarity of the expression patterns of peroxin genes under these conditions compared to one another, as well as compared to genes of beta-oxidation or lysine biosynthesis. It can be seen that peroxin genes do not form a tight cluster, but their expression profiles are only weakly correlated, i.e., scattered over a large part of the plane in a two-dimensional visualization. This may be due to the fact that most peroxins are stable proteins and are needed only at relatively low levels, so that regulatory responses may be spurious. This is corroborated by the fact that the most typical expression pattern of all peroxin genes is shown by PEX18, which has the highest average correlation with other peroxins (average correlation coefficient = 0.456, compared to an average of 0.275 for other peroxins). Pex18p is an unstable protein that is constitutively degraded (26), so its expression pattern should most accurately reflect the demands of peroxisome biogenesis.
Figure
4 shows a more detailed analysis of the coregulation
of peroxisome biogenesis and beta-oxidation. The distances and
arrangement of the genes are the same as in Fig.
3, i.e., genes
that have highly correlated expression patterns are shown close
to one another, but only beta-oxidation genes and closely coregulated
genes are shown. Genes that are among each other's 10 nearest
neighbors in the complete data set are connected by lines. It
can be seen that beta-oxidation genes have highly coregulated
expression patterns, i.e., they are connected by a dense network
of mutual next-neighbor relationships. The topography of this
network has no relationship to the topography of the biosynthetic
pathway, e.g., genes for the beta-oxidation of unsaturated fatty
acids (
ECI2,
SPS19,
ECI1, and
IDP3) are not preferentially coregulated.
This indicates that the genes of beta-oxidation form a single
regulatory module. They also show a close relationship to peroxisome
biogenesis: 100% of the beta-oxidation genes include at least
one peroxin gene among their 10 nearest neighbors, and 10 of
11 genes have an expression pattern that is closely similar
to that of
PEX18, which (as discussed above) is the most typical
peroxin with regard to its expression pattern.
In Fig.
5 the same analysis is shown for the lysine biosynthetic
pathway. Again, the genes form a tightly coregulated cluster.
This cluster contains all of the lysine biosynthesis genes that
are upregulated in the
PEX12-disrupted yeasts, including
YJL200C and
CTP1, which were previously not implied in lysine biosynthesis.
On the other hand, it excludes those lysine biosynthesis genes
that were not significantly changed in the
PEX12-disrupted yeasts
(e.g.,
PEX5 and oxoadipate aminotransferase genes). This indicates
that a common mechanism is responsible for the upregulation
seen in the peroxisome-deficient yeast and in wild-type yeast
under physiological conditions. In fact, the lysine biosynthetic
cluster is even tighter than that of beta-oxidation, as can
be seen from the fact that many genes are each other's nearest
neighbors in the complete data set, i.e., no other nonlysine
biosynthesis gene shows a more similar expression pattern (indicated
by bold lines in Fig.
5). The four genes that are upregulated
in
PEX12-deficient yeasts but are not directly involved in lysine
biosynthesis form two coregulated pairs (
SNZ1/SNO1 and
YDL183C/YBR147W),
thus confirming that these genes are also specifically upregulated
in response to peroxisome deficiency because, if their upregulation
were nonspecific, one would not expect concerted upregulation
of both genes of a coregulated pair. Somewhat surprisingly,
the expression patterns of all genes that are upregulated in
the
PEX12-disrupted yeast strain do not show any special affinity
to peroxisome biogenesis.
The similarity between the upregulation observed in the peroxisome-deficient
yeast strain and the wild-type yeast is also confirmed by the
comparison to the response of yeast cells to lysine starvation
(Fig.
6). Both the extent of upregulation (two- to fivefold)
and the pattern of upregulation (highest for
LYS9 and lowest
for
LYS2) are strikingly similar to the changes of enzyme activity
seen in wild-type yeast that are transferred from lysine-containing
to lysine-deficient medium (
29). Because Lys2p produces the
toxic intermediate aminoadipate semialdehyde, which is converted
further by Lys9p, this regulatory pattern guarantees that the
concentration of the toxic compound is kept at the lowest possible
levels even if the pathway is fully activated.
Regulation of lysine biosynthesis in other gene-deleted yeast strains.
To further characterize the regulatory mechanisms that may be
responsible for the upregulation of lysine biosynthesis genes
in the
PEX12-deficient yeasts, we searched the data provided
by Hughes et al. (
18) for other gene-deleted yeast strains that
show a similar response. Indeed, several yeast strains disrupted
in single genes show a concerted upregulation of all or most
of the lysine biosynthesis genes (Table
2). However, in each
of these cases, hundreds of other genes show an equally high
upregulation. Furthermore, no common denominator is detectable
among the disrupted genes that cause this upregulation, indicating
that it represents a relatively unspecific response to disturbances
in cell cycle (
SWI4 and
ASE1) or cellular metabolism (
ERG3,
ERG28, and
RPL27A). On the other hand, two yeast strains disrupted
in
GCN4 and
CKB2, respectively, show a concerted downregulation
of lysine biosynthesis genes. Both of these genes are involved
in the "general control" of amino acid biosynthesis, the pathway
that normally upregulates gene expression in response to amino
acid starvation (
11,
22,
30). These findings confirm and extend
earlier observations made by Urrestarazu et al. (
29) that lysine
biosynthesis is under general control. These data, however,
cannot explain the specific upregulation of lysine biosynthesis
in the
PEX12-disrupted yeasts.
Promoter analysis of lysine biosynthesis genes.
Analysis of the promoter regions of all genes that are upregulated
in the
PEX12-disrupted yeasts revealed the presence of predicted
Lys14p binding sites (TCCRNYGGA, allowing one mismatch [
4])
in all promoters, within 1,000 bp of the start codon (Fig.
7).
A Lys14p binding site is conspicuously absent in the promoters
of
LYS5,
LYS2, and
LYS14 itself, which are not, or only weakly,
upregulated in the peroxisome-deficient yeasts, and in the case
of
LYS5 and
LYS14 show no coregulation with other lysine biosynthesis
gene in wild-type yeasts. Lys14p is a transcriptional activator
specific for the lysine biosynthesis pathway (
9). Its regulation
is unusual in that it is activated by the pathway intermediate
aminoadipate semialdehyde, and apparent repression of Lys14p
by lysine is caused indirectly by inhibition of the committed
step catalyzed by the two homocitrate synthase enzymes (Lys20p
and Lys21p), which are localized in the nucleus (
10). This obviously
suggests a mechanism for the upregulation of lysine biosynthesis
genes in the presence of lysine: mistargeting of the pathway
enzymes to the cytosol increases the active concentration of
aminoadipate semialdehyde, which is no longer contained in the
peroxisome and can activate Lys14p at much lower levels than
in wild-type yeasts. Even a slight activation of Lys14p can
then trigger a positive feedback loop that fully stimulates
the pathway (summarized in Fig.
8). This mechanism does not
require that all of the enzymes of the pathway are peroxisomal,
and Lys12p (
14) and the aminotransferases may well be cytosolic.
Indeed, especially in the induced state, an exclusively peroxisomal
localization is very unlikely for all of the enzymes, since
peroxisomal proliferation is not correlated with stimulation
of the pathway, which would make detection by classical techniques
of the important role of peroxisomes in the regulation of lysine
metabolism very difficult.
Conclusion.
We demonstrated here a surprising misregulation of the lysine
biosynthetic pathway in peroxisome-disrupted yeasts. Reanalysis
of two large-scale microarray datasets indicates that this upregulation
is due to a specific activation of a lysine starvation response
pathway. However, disruption of peroxisomal biogenesis does
not lead to lysine auxotrophy or serious growth defects in the
absence of lysine. In addition, the specific activation of the
lysine pathway is observed even in the presence of sufficient
amounts of lysine in the medium. Promoter analysis of the genes
involved, indicates that the upregulation is mediated by the
transcription factor Lys14p. Lys14p can activate expression
of the lysine biosynthesis pathway in an all-or-nothing way
via a positive feedback loop triggered by the pathway intermediate
aminoadipate semialdehyde. The sensitivity of Lys14p toward
the semialdehyde might be adjusted to the small amounts leaking
out of the peroxisome, so that mistargeting of the pathway to
the cytosol can inappropriately activate the starvation response
even in the presence of exogenous lysine. To the best of our
knowledge, this is the first well-documented example of pathway
misregulation in response to peroxisome disruption. This observation
is of great relevance for the interpretation of physiological
findings in human Zellweger patients, in whom cytosolic accumulation
of metabolic intermediates may also interfere with otherwise
normal pathways.
The present study also documents the usefulness of public microarray data for the examination of specific cell biological questions. It allowed us to conclusively demonstrate the important role of peroxisomes for lysine biosynthesis and at the same time identified a possible "pathogenic" mechanism for the upregulation of lysine biosynthesis in peroxisome-deficient yeasts. "Wet" experiments were used to confirm the specificity of the observed effects. Although the specificity observed here will most likely remain an exceptional case even for yeast microarrays, the continuous accumulation of new expression datasets holds great potential for further studies.

ACKNOWLEDGMENTS
We thank D. Laubner and Zhang Mi for critical reading of the
manuscript.
This work was supported in part by National Institutes of Health grants DK58238 and DK58040.

FOOTNOTES
* Corresponding author. Mailing address: Department of Biology, San Diego State University, San Diego, CA 92182. Phone: (619) 594-5388. Fax: (619) 594-5676. Phone: (619) 594-5368. E-mail:
skrisans{at}sunstroke.sdsu.edu.


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Eukaryotic Cell, December 2002, p. 978-986, Vol. 1, No. 6
1535-9778/02/$04.00+0 DOI: 10.1128/EC.1.6.978-986.2002
Copyright © 2002, American Society for Microbiology. All Rights Reserved.
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