Post on 25-Mar-2018
THE ROLE OF 3-DEOXY-D-ARABINO-HEPTULOSONATE 7-PHOSPHATE SYNTHASE 1 IN ARABIDOPSIS THALIANA METABOLISM
by
Jimmy Poulin
A thesis submitted in conformity with the requirements for the degree of Master of Science
Graduate Department of Cell and System Biology University of Toronto
© Copyright by Jimmy Poulin, 2011
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The role of 3-deoxy-D-arabino-heptulosonate 7-phosphate
synthase 1 in Arabidopsis thaliana metabolism
Jimmy Poulin
Master of Science
Cell and System Biology University of Toronto
2011
Abstract
The enzyme 3-deoxy-D-arabino-heptulusonate 7-phosphate synthase (DHS) catalyzes the
first step of the shikimate pathway. In bacteria, the regulation of the pathway is mediated by
allosteric inhibition of DHS by the aromatic amino acids tyrosine, phenylalanine and tryptophan.
The regulation of the pathway in plants remains elusive but the aromatic amino acids are
involved as suggested by the hypersensitivity of dhs1 knockout mutant to tyrosine. In this study
the effects of the dhs1 mutation on endogenous levels of aromatic amino acids and of
downstream metabolites are explored. HPLC analysis is used to measure levels of tyrosine and
phenylalanine and 5-methyltryptophan sensitivity is used to probe levels of tryptophan.
Additionally, the auxin content of whole seedlings was quantified by LC/MS and its local levels
at the root apex are visualized with the DR5::GUS reporter system.
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Acknowledgements
I could not have completed my master’s degree without the help of many resourceful
individuals. First and foremost I would like to thank Dr. Dinesh Christendat for his supervision
and guidance. I am also grateful for guidance received from Dr. Darrell Desveaux, Dr. Nicholas
Provart, Dr. Daphne Goring and Dr. Geoff Fucile. I also received valuable advice and support
from other members of the Christendat lab including James Peek, Dr. Christel Garcia and Kate
Penney.
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Table of Contents
Abstract ......................................................................................................................................................ii
Acknowledgements................................................................................................................................iii
Table of Contents ...................................................................................................................................iv
List of Tables ...........................................................................................................................................vi
List of Figures..........................................................................................................................................vi
List of Abbreviations ........................................................................................................................... viii
Introduction.............................................................................................................................................. 1
Shikimate Pathway ............................................................................................................................... 1
DAHP Synthase .................................................................................................................................... 6
Regulation of AroAI DHS ..................................................................................................................... 8
Regulation of AroAII DHS .................................................................................................................... 9
Regulation of Arabidopsis thaliana DHS ......................................................................................... 10
Aromatic Amino Acid Biosynthesis ................................................................................................... 13
Auxin Biosynthesis.............................................................................................................................. 16
Thesis Objective.................................................................................................................................. 18
Materials and Methods ........................................................................................................................ 19
Materials ............................................................................................................................................... 19
Phylogenetic Analysis ........................................................................................................................ 19
Plant Growth Conditions and Root Length Assays ........................................................................ 20
Genomic DNA Extraction ................................................................................................................... 20
PCR Genotyping of T-DNA Lines ..................................................................................................... 21
Aromatic Amino Acid Treatment ....................................................................................................... 22
Metabolite Extraction and Derivatization ......................................................................................... 23
HPLC Analysis..................................................................................................................................... 23
Auxin Quantification by LC-MS ......................................................................................................... 24
GUS Staining ....................................................................................................................................... 25
Microarray Data Analysis ................................................................................................................... 26
Results..................................................................................................................................................... 28
AroAII-type DHS Gene Duplicate Retention in Higher Plants ...................................................... 28
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Conservation of 3D Structure in MtDHS and AtDHS ..................................................................... 31
Verification of Col-0 and dhs1 Genotypes....................................................................................... 33
Changes in Intracellular Levels of Aromatic Amino Acids in Atdhs1 ........................................... 34
Sensitivity of dhs1 to 5-Methyltryptophan Supplementation......................................................... 39
Auxin Levels in Col-0 and dhs1 Whole Seedlings ......................................................................... 45
Auxin Levels in Col-0 and dhs1 Seedling Roots ............................................................................ 46
Tyrosine Treatment of dhs1 Elicit Stress Responses.................................................................... 49
Discussion.............................................................................................................................................. 54
Diversification in the Regulatory Mechanisms of Bacterial and Plant AroAII Enzymes............ 55
Conservation of Structural Domains between Arabidopsis and M.tuberculosis DHS Enzymes............................................................................................................................................................... 56
Levels of Aromatic Amino Acids are Disrupted in dhs1 Seedlings .............................................. 57
Changes in Auxin ................................................................................................................................ 61
Tyrosine treatment of dhs1 knockout turns on Arabidopsis stress response and causes significant transcriptional changes in tryptophan and auxin biosynthetic genes ....................... 64
Proposed Model and Future Directions ........................................................................................... 65
Conclusion ............................................................................................................................................. 70
References.............................................................................................................................................. 71
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List of Tables Table 1 – Primers used for genotyping ........................................................................................22 Table 2 – PCR program used for genotyping...............................................................................22 Table 3 – Elution profile for HPLC separation of amino acid dansyl derivatives .......................24 Table 4 – Number of differentially expressed genes in dhs1 following treatment with tyrosine (Y), phenylalanine (F) or tryptophan (W) and between dhs1 and its non-transgenic sibling (NTS)......................................................................................................................................................50
List of Figures
Figure 1 – The 7 enzymatic steps of the shikimate pathway .........................................................4 Figure 2 – Shikimate pathway-derived secondary metabolites......................................................5 Figure 3 – Condensation reaction catalyzed by DHS ....................................................................7 Figure 4 – Organ specific map of DHS expression in Arabidopsis thaliana ...............................12 Figure 5 – Hypersensitivity of Arabidopsis dhs1 mutants to tyrosine supplementation ..............13 Figure 6 – Aromatic amino acid biosynthesis and regulation......................................................16 Figure 7 – DHS1 gene structure and position of T-DNA insertion .............................................21 Figure 8 – Phylogenetic reconstruction of bacterial AroAI DHS ................................................29 Figure 9 – Phylogenetic reconstruction of AroAII DHS .............................................................30 Figure 10 – Structural comparison of AroAI and AroAII DHS...................................................32 Figure 11 – Multiple sequence alignment of M.tuberculosis DHS and of Arabidopsis DHS1, DHS2 and DHS3 ..........................................................................................................................32 Figure 12 – Verification of homozygosity for Arabidopsis Col-0 and T-DNA mutant dhs1 ......33 Figure 13 – Elution profile of standard amino acid dansyl derivatives .......................................35 Figure 14 – Standard curve for the absorbance of dansyl-Tyr derivative as a function of its concentration ................................................................................................................................36 Figure 15 – Standard curve for the absorbance of dansyl-Phe derivative as a function of its concentration ................................................................................................................................36 Figure 16 – Intracellular concentration of tyrosine (Tyr) and phenylalanine (Phe) in Arabidopsis seedlings after 8 hr control treatment ...........................................................................................38 Figure 17 – Intracellular concentration of tyrosine (Tyr) and phenylalanine (Phe) in Arabidopsis seedlings after 8 hr treatment with 500 µM exogenous tyrosine ..................................................38 Figure 18 – Intracellular concentration of tyrosine (Tyr) and phenylalanine (Phe) in Arabidopsis seedlings after 8 hr treatment with 500 µM exogenous tyrosine and phenylalanine ....................39 Figure 19 – Increased sensitivity of dhs1 seedlings to 5-Methyltryptophan (5-MT)...................41
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Figure 20 – Effect of 5-Methyltryptophan (5-MT) on Arabidopsis dhs1 seedlings.....................42 Figure 21 – Effects of 5-Methyltryptophan and tyrosine on Col-0 root length ...........................43 Figure 22 – Effects of 5-Methyltryptophan and tyrosine on Arabidopsis dhs1 root length .........44 Figure 23 – Auxin content in whole seedlings.............................................................................46 Figure 24 – Effect of aromatic amino acid supplementation on endogenous auxin levels at the root apex of Arabidopsis seedlings...............................................................................................48 Figure 25 – Transcript levels of genes belonging to the shikimate pathway, aromatic amino acid and auxin biosynthesis in dhs1 after treatment with tyrosine (Y), phenylalanine (F) and tryptophan (W) .............................................................................................................................51 Figure 26 – Functional enrichment analysis of genes with significantly different expression in pairwise comparisons of dhs1 following treatment with tyrosine (Y), phenylalanine (F) or tryptophan (W) and between dhs1 and its non-transgenic sibling (NTS) .....................................52 Figure 27 – Transcript levels of stress related genes in dhs1 after treatment with tyrosine (Y), phenylalanine (F) and tryptophan (W) .........................................................................................53 Figure 28 – Proposed model of DHS regulation in Arabidopsis thaliana ...................................68
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List of Abbreviations
5MT 5-methyltryptophan 6MA 6-methylanthranilic acid A.thaliana Arabidopsis thaliana AAAAT aromatic amino acid aminotransferase AAP1 amino acid permease 1 ACS10 ACC synthase 1, At1g62960 ADH arogenate dehydrogenase ADT arogenate dehydratase ADT1 arogenate dehydratase 1, At1g11790 ADT2 arogenate dehydratase 2, At3g07630 ALF1 aberrant lateral root formation 1, At2g20610 AMl1 amidase like protein 1, At1g08980 ATR4 altered tryptophan regulation 4, At4g31500 Bp base pair CaMV cauliflower mosaic virus CM chorismate mutase CM1 Arabidopsis Chorismate mutase 1, At3g29200 CM2 Arabidopsis Chorismate mutase 2, At5g10870 CM3 Arabidopsis Chorismate mutase 3, At1g69370 Co-IP co-immunoprecipitation CS chorismate synthase cTP chloroplast transit peptide Cyp79B3 cytochrome p450, family 79, subfamily b, polypeptide 3, At2g22330 DAHP 3-deoxy-D-arabino-heptulosonate-7-phosphate DHQ dehydroquinate dehydratase DHQS dehydroquinate synthase DHS DAHP synthase DHS1 Arabidopsis DAHP synthase 1, At4g39980 DHS2 Arabidopsis DAHP synthase 2, At4g33510 DHS3 Arabidopsis DAHP synthase 3, At4g22410 DNA deoxyribonucleic acid E4P erythrose 4-phosphate EMB1144 embryo defective 1144, At1g48850 EPSPS 5-enolpyruvylshikimate-3-phosphate synthase GPA1 G protein alpha subunit 1, at2g26300 GUS β-glucuronidase IAD indole-3-acetaldehyde IAOX indo-3-acetaldoxime
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IGPS indole-3-glyceraol-phosphate synthase LHT1 lysine histidine transporter 1 MBB18.6 tryptophan synthase beta type 2, At5g38530 MKP11.15 myb-like transcription factor, At5g17300 MS mass spectrometry MYB34 myb domain protein 34, At5g60890 NTS non-transgenic sibling PAI phosphoribosylanthranilate isomerase PAL phenylalanine ammonia lyase PAT prephenate aminotransferase PEP phosphoenolpyruvate Phe phenylalanine PTM post translational modification SDH shikimate dehydrogenase SK shikimate kinase TAA1 tryptophan aminotransferase of Arabidopsis 1, At1g70560 Trp tryptophan TRP3 tryptophan requiring 3, At3g54640 TRP6 transient receptor potential 6, At1g07780 TSB2 tryptophan synthase beta subunit 2, At4g27070 Tyr tyrosine TyrA arogenate dehydrogenase Y2H yeast 2 hybrid αMT α-methyltryptophan
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Introduction
Shikimate Pathway
The shikimate pathway is an essential metabolic pathway found in bacteria, fungi,
apicomplexan parasites and plants (Herrmann, 1995; Roberts et al., 1998; Herrmann and
Weaver, 1999; Tzin and Galili, 2010). The end product of the pathway chorismate is used as a
precursor in the biosynthesis of the aromatic amino acids phenylalanine (Phe), tyrosine (Tyr) and
tryptophan (Trp) (Figure 1). In bacteria, aromatic amino acids are primarily used for protein
biosynthesis while in plants a substantial portion is directed towards secondary or specialized
metabolism. In this respect, the shikimate pathway represents the main channel through which
carbon flow from primary metabolism is directed towards specialized metabolism. Natural
products produced in these specialized metabolic networks include phytoalexins, flavonoids,
phenylpropanoids, indole hormones and lignin. These molecules have important biological roles
in cellular signaling, pathogen defense, UV protection, and structural support (Herrmann, 1995;
Herrmann and Weaver, 1999).
The absence of the shikimate pathway in animals makes it an ideal target for herbicides
and antimicrobial agents. The widely used herbicide Round-up® contains the active ingredient
glyphosate which acts as a potent inhibitor of the penultimate step of the pathway catalyzed by
the enzyme 5-Enolpyruvylshikimate 3-phosphate synthase (EPSPS) (Schönbrunn et al., 2001:
Steinrücken and Amrhein, 1980). Glyphosate has been used extensively since its introduction in
1974 as an effective broad spectrum herbicide and no major cases of evolved resistance were
reported initially. However, the introduction in the late 1990s of transgenic glyphosate resistant
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crops allowed the use of the herbicide for selective weed control and was subsequently applied to
much wider areas (Powles, 2008). Since then many instances of evolved resistance in weed
species have been reported (Powles, 2008; Vila-Aiub et al., 2008) and therefore novel inhibitors
of the shikimate pathway will be necessary in the future. Since the pathway is also found in
microbes, another potential benefit of shikimate pathway inhibitors could be as antimicrobial
agents. These could prove useful in controlling apicomplexan parasites such as malaria causing
Plasmodium (Roberts et al., 2002).
Besides being the origin of many important aromatic molecules, some intermediates in
the pathway are important in their own right. For example, shikimate which is produced by the
enzyme 3-dehydroquinase/shikimate dehydrogenase in the fourth step of the shikimate pathway,
is used as a precursor in the synthesis of the influenza inhibitor oseltamivir phosphate (Tamiflu)
(Karpf and Trussardi, 2009; Rohloff et al., 1998).
In addition to performing essential roles in plant growth and development, the shikimate
pathway has important therapeutic and biotechnological applications. Many tyrosine-derived
alkaloids such as morphine have medical applications and a variety of shikimate phenylalanine-
derived phenylpropanoids have been shown to have wide ranging health benefits (Figure 2). Two
prominent examples include the isoflavonoid genistein (Dixon and Ferreira, 2002), which has
anti-cancer and cardiovascular disease benefits, and resveratrol a potent stilbene antioxidant
(Crozier et al., 2008; Halls and Yu, 2008). The natural occurrence of these molecules in food
crops is often too low to be interesting from a human health point of view and genetic
engineering will be necessary to make them viable nutraceuticals. Another example includes
chorismate-derived folates (Figure 2). Their biosynthesis has been targeted for genetic
engineering with previous attempts at biofortifying food crops with folate mainly focused on
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increasing the flux of the pathway (Diaz de la Garza et al., 2004; Hossain et al., 2004;
Storozhenko et al., 2007).
Increasing the flux of the shikimate pathway is one promising avenue that can be pursued
as being part of a more comprehensive approach to genetic engineering of plant secondary
metabolism. Indeed it has been demonstrated that increasing the availability of metabolic
precursors upstream of the desired product can be critical for success in plant metabolic
engineering. For example, glycerol-3-phosphate synthesis limits the production of triacylglycerol
in Brassica napus (Vigeolas and Geigenberger, 2004; Vigeolas et al., 2007). Similarly, the
availability of isopentenyl diphosphate and dimethylallyl diphosphate are limiting precursors for
the synthesis of plant terpenoids (Aharoni et al., 2005).
The shikimate pathway has already been engineered in several microbes for the
production of phenylalanine and tyrosine (Chavez-Bejar et al., 2008; Gosset, 2009). The success
of these efforts required an understanding of the regulation of the microbial shikimate pathway at
the first enzymatic step, catalyzed by 3-deoxy-D-arabino-heptulosonate-7-phosphate synthase
(DHS; EC 2.5.1.54).
Therefore, a thorough understanding of the shikimate pathway and how it is regulated in
plants would seem to be essential for future successes in fields ranging from metabolic
engineering to development of new herbicides. Since the enzyme DHS catalyzes the first and
committed step of the pathway it is likely to be a key regulatory point. In fact, DHS of many
bacteria and fungi have been shown to be subjected to tight regulation. However, the regulation
of DHS in plants has remained elusive.
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Figure 1 – The 7 enzymatic steps of the shikimate pathway. The plastid-localized pathway starts with the condensation of erythrose-4-phosphate (E4P) and phosphoenolpyruvate (PEP). The end product of the pathway is chorismate which is the last common precursor in the biosynthesis of tyrosine, phenylalanine and tryptophan.
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Figure 2 – Shikimate pathway-derived secondary metabolites. In plants, chorismate is a precursor in the biosynthesis of folate, tyrosine in the biosynthesis of alkaloids such as morphine, tryptophan in the biosynthesis of indole hormones such as auxin and phenylalanine in the biosynthesis of isoflavanoids such as genistein and stilbenes such as resveratrol.
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DAHP Synthase
The shikimate pathway consists of 7 enzymatic steps. The first and committed step of the
pathway involves the condensation of erythrose-4-phosphate (E4P) and phosphoenolpyruvate
(PEP) which are predominantly derived from the pentose phosphate pathway and glycolysis
respectively (Herrmann and Weaver, 1999) to form 3-Deoxy-D-arabino-heptulosonate-7-
phosphate (DAHP) and inorganic phosphate (Figure 3). The reaction is catalyzed by the enzyme
DAHP synthase (DHS) and is a key regulatory point of the pathway in many organisms.
Two homologous families of the enzyme exist, denoted AroAI and AroAII with the
AroAI family divided into subfamilies AroAIα and AroAIβ (Subramaniam et al., 1998; Gosset et
al., 2001). While plants species only possess AroAII-type enzymes microorganisms can have
AroAI or AroAII or even both. Additionally although AroAIβ enzymes are functionally DAHP
synthases they are evolutionary more closely related to 3-Deoxy-D-manno-octulosonate-8-
phosphate (KDOP) synthases (Subramanian et al., 1998).
The low sequence identity between AroAI and AroAII, typically around 10-20%, at first
suggested both families may be evolutionary unrelated and the product of convergent evolution.
However, the structure of the first AroAII-type enzyme from Mycobacterium tuberculosis
showed a highly similar tertiary structure and active site arrangement of catalytic residues
suggesting the two families are the product of divergent evolution and share a common ancestor
(Webby et al., 2005a). The overall structure of DHS enzymes consists of a TIM barrel formed by
8 alternating α-helices and β-strands. Both DHS families are metalloproteins that require divalent
metal ions for activity and can be inactivated by chelating agent EDTA (McClandis and
Herrmann, 1978). For example, E.coli DHSs can use Mn2+, Fe2+, Cd2+, Co2+, Ni2+, Cu2+ and Zn2+
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with Fe2+ and Zn2+ as the preferred metals in vivo (Stephens and Bauerle, 1991) while the metal
preference of Arabidopsis DHS seems limited to Mn2+ (Entus et al., 2002).
Figure 3 – Condensation reaction catalyzed by DHS. PEP and E4P cyclization is facilitated by the DHS enzyme. The reaction yields the 6-membered ring DAHP and the release of inorganic phosphate.
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Regulation of AroAI DHS
The 3 DHS isozymes from E.coli are the best characterized to date. They belong to the
AroAI class and are allosterically regulated by the aromatic amino acids produced downstream
of chorismate. The genes aroF, aroG and aroH code for enzymes that are Tyr-sensitive, Phe-
sensitive and Trp-sensitive respectively (Herrmann and Weaver, 1999). In each case the amino
acid in question binds the DHS enzyme it regulates at a site distinct from the substrate binding
site. This causes a conformational change in the protein leading to rearrangement of active site
residues and loss of catalytic activity. More importantly, this non-competitive mode of inhibition
is independent from substrate concentration; because they bind at different sites, the substrate
cannot out-compete the inhibitor. Additional control of the bacterial shikimate pathway's first
step is mediated at the genetic level by Tyr- and Trp-repressors although allosteric regulation
seems to be the predominant mode in vivo (Ogino et al., 1982).
Fungal enzymes of the AroAI family follow a similar pattern of regulation.
Saccharomyces cerevisiae, Aspergillus nidulans and Neurospora crassa have two isozymes that
are feedback inhibited by tyrosine and phenylalanine, respectively (Schnappauf et al., 1998;
Kunzler et al., 1992). Regulation at the transcriptional level has also been demonstrated in A.
nidulans and S. cerevisiae (Hartmann et al., 2001).
In organisms that possess only AroAI enzymes, allosteric feedback inhibition coupled
with transcriptional regulation seems sufficient to ensure enough carbon enters the shikimate
pathway to meet the organism’s need of aromatic amino acids for protein biosynthesis.
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Regulation of AroAII DHS
Our understanding of AroAII-type enzymes is more fragmented. Bacteria possessing
AroAII-type enzymes usually code for a single DHS enzyme. Accordingly, Mycobacterium
tuberculosis has only one AroAII-type DHS that is subject to feedback inhibition by the aromatic
amino acid tyrosine, phenylalanine and tryptophan. It is moderately inhibited by each aromatic
amino acid individually and also synergistically by a combination of these (Webby et al., 2005a;
Webby et al., 2010). The crystal structure of M.tuberculosis DHS shows a homotetramer formed
by the association of 2 tightly associated dimers. Co-crystallization also revealed the presence of
4 bound tryptophans, 1 bound to each monomer, as well as 6 phenylalanines, one per monomer
as well as another at the interface of each tightly associated dimer (Webby et al., 2010). The
phenylalanine binding site at the dimer interface is thought to be the primary binding site and can
also accommodate tyrosine (Webby et al., 2010). The combination of tyrosine and tryptophan
can strongly inhibit the enzymes although the most significant inhibition is observed with
phenylalanine and tryptophan. Conversely, this mode of regulation may not be extendable to all
bacterial AroAII-type enzymes as others such as the DHS enzyme from Helicobacter pylori is
not feedback inhibited by aromatic amino acids (Webby et al., 2005b).
Although plant DHS enzymes are thought to have evolved from an AroAII-type bacterial
ancestor even less is known about their mode of regulation. Allosteric feedback inhibition by the
aromatic amino acids has never been demonstrated. Arogenate, an intermediate in Phe and Tyr
synthesis, has a capacity to inhibit plant DHS, however, concentration of arogenate in vivo is
deemed too low for it to play a physiologically significant role (Rubin and Jensen, 1985).
Notwithstanding this lack of direct effectors of DHS activity, previous studies have
showed that plant DHS enzymes do perform an important role in regulating shikimate pathway
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flux. For example, transcriptional regulation of DHS-encoding genes has been observed in
Arabidopsis thaliana in many instances such as following infiltration with the plant pathogen
Pseudomonas syringae (Keith et al., 1991), after physical wounding and methyl-jasmonate
treatment (Devoto et al., 2005; Yan et al., 2007) and UV-B and ABA treatment (Ramani et al.,
2010; Catala et al., 2007; Leonhardt et al., 2004). In addition, DHS isozyme-specific spatio-
temporal transcript expression patterns were also reported in tomato (Görlach et al., 1993).
Moreover, contrary to bacteria where the majority of aromatic amino acids are used for
protein biosynthesis, plants commit a substantial amount of shikimate pathway flux to the
biosynthesis of secondary metabolites many of which have commercial interest. For example,
phenylalanine-derived phenylpropanoids alone include more than 8000 different compounds and
can make up to 30-45% of plant organic matter (Razal et al., 1996). A good understanding of
how plants achieve the partitioning of carbon to meet the demands from these specialized
metabolic pathways and how the activity of the shikimate pathway in particular is attuned to
those needs will be important in designing new and more comprehensive approach to metabolic
engineering.
Regulation of Arabidopsis thaliana DHS
There are 3 loci coding for DHS enzymes in the Arabidopsis thaliana genome annotated
At4g39980, At4g33510 and At1g22410 and referred to as DHS1, DHS2 and DHS3 respectively.
As with the other enzymes of the shikimate pathway, each DHS has an N-terminal chloroplast
transit peptide (cTP) which is cleaved upon plastid import (Herrmann and Weaver, 1999). At
least one enzyme, DHS1, has been shown to be regulated by photosynthetically-reduced
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thioredoxin which suggest that light conditions play a prominent role in regulating shikimate
pathway flux by redox-regulation of DHS1 (Entus et al., 2002). The 3 DHS isozymes in
Arabidopsis also have different spatio-temporal expression pattern. DHS1 is most highly
expressed in rosette leaves and in the quiescent center cells of the root (Figure 4).
Additionally, previous studies in our laboratory have demonstrated the involvement of
aromatic amino acids in the regulation of the shikimate pathway at the DHS level. Homozygous
T-DNA insertion lines for the 3 DHS isozymes were used to probe the regulatory mechanism of
each. Phenotypically, single DHS knockout lines did not differ from Columbia (Col-0) wild type
plants under normal growth conditions but differences appear when plants are grown under
stressed conditions (Crowley, 2006).
For example, dhs1 seedlings were shown to be hypersensitive to tyrosine
supplementation (Figure 5) (Crowley, 2006). The addition of 150 µM tyrosine did not produce
any noticeable phenotypic differences in Col-0, dhs2 or dhs3 but was enough to inhibit growth of
dhs1 seedlings (Crowley, 2006). In a similar fashion dhs3 seedlings were shown to be sensitive
to tryptophan supplementation (Shahinas, 2008). The phenotypic characteristics of
hypersensitivity consisted of stunted growth and reduced root length. Subsequent kinetic
experiment showed that none of the 3 Arabidopsis thaliana DHS are directly inhibited by
tyrosine in vitro (Crowley, 2006). I therefore suspect a novel mode of regulation for plant DHS
enzymes whereby aromatic amino acids regulate the flux of the pathway at its entry point albeit
indirectly. Previous experiments have also identified auxin as potentially playing a role in the
dhs1 hypersensitivity phenotype (Shahinas, 2008).
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Figure 4 – Organ specific map of DHS expression in Arabidopsis thaliana. Expression of DHS1, DHS3 and DHS3 visualized using the Arabidopsis eFP browser at the Bio-Array Resource for Plant Biology (Winter et al., 2007). Yellow represents low and red represents high expression.
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Figure 5 – Hypersensitivity of Arabidopsis dhs1 mutants to tyrosine supplementation. 8 days old Arabidopsis thaliana dhs1, dhs2 and dhs3 mutants and wild type Col-0 seedling grown on Murashige-Skoog media supplemented increasing concentration of tyrosine (Crowley, 2006).
Aromatic Amino Acid Biosynthesis
The end product of the shikimate pathway, chorismate, represents the branch point in the
biosynthesis of the aromatic amino acids tyrosine, phenylalanine and tryptophan. The first and
committing step of tyrosine and phenylalanine synthesis is catalyzed by 3 chorismate mutases
(CM1-3) in Arabidopsis thaliana (Mobley et al., 1999) (Figure 6). The reaction consist of the
conversion of chorismate to prephenate and 2 of the 3 isozymes, CM1 and CM3, are feedback
inhibited by the end-product of the pathway, tyrosine and phenylalanine (Eberhard et al., 1996;
Mobley et al, 1999). The same 2 isozymes are also activated by tryptophan while CM2 is
insensitive to all 3 amino acids (Mobley et al., 1999). From prephenate there are at least 2
possible routes to phenylalanine. One possible route whereby prephenate is converted to phenyl
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pyruvate by prephenate dehydratase (PDT) could potentially bring a minor contribution to the
phenylalanine pool but the conversion of phenyl pyruvate to phenylalanine would require an
endogenous aromatic amino acid aminotransferase (AAAAT) and none have so far been
identified in plants (Tzin and Galili, 2010). The transamination of prephenate to arogenate by
prephenate aminotransferase (PAT) and the subsequent decarboxylation and dehydration of
phenylalanine by arogenate dehydratase (ADT) seems to be the predominant phenylalanine
biosynthesis pathway in plants (Cho et al., 2007; Maeda et al., 2010)
The main biosynthetic pathway to tyrosine only differs from phenylalanine at the last step
where arogenate dehydrogenase (TyrA) catalyzes the decarboxylation of arogenate to tyrosine.
There are 2 isoform of TyrA in Arabidopsis thaliana and both are subject to feedback inhibition
by tyrosine (Rippert and Matringe, 2002b). In addition to the feedback inhibition and activation
of CM by the end-product of the pathway, CM1 expression is analogous to that of DHS genes
and its transcription is elicited in response to wounding or exposure to the plant pathogen
Pseudomonas syringae (Mobley et al., 1999).
Tryptophan biosynthesis is initiated by the conversion of chorismate to anthranilate by
the enzyme anthranilate synthase (AS), a heterotetramer formed by 2 α and 2 β subunits. The α
subunits are thought to catalyze the aromatization reaction while the β subunits transfer the
amino group from glutamine (Li and Last, 1996; Tzin and Galili, 2010). Regulation of
tryptophan biosynthesis is achieved through a mix of allosteric feedback inhibition and
transcriptional regulation. Tryptophan can bind to the α subunit which allows it to allosterically
inhibit the AS complex (Kreps et al., 1996; Spraggon et al., 2001; Kanno et al., 2005). Several
plant mutants have been identified with amino acids substitutions at the tryptophan binding site
which resulted in insensitivity of AS to feedback inhibition and greater accumulation of
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tryptophan (Li and Last, 1996; Kanno et al., 2005). These tryptophan insensitive mutants also
exhibited increased resistance to tryptophan analogs such as 5MT, 6MA and αMT (Kreps et al.,
1996; Song et al., 1998). Alternatively, many enzymes of the tryptophan biosynthetic pathway
are transcriptionally regulated, including AS. For instance, expression of the third enzyme of the
pathway, phosphoribosylanthranilate isomerase (PAI) is induced by UV irradiation or the abiotic
elicitor silver nitrate (He and Li, 2001) and expression of the fourth enzyme of the pathway,
indole-3-glycerol phosphate synthase (IPGS) is controlled by jasmonate (Dombrecht et al.,
2007).
As with the shikimate pathway, aromatic amino acid biosynthesis in plants is thought to
occur exclusively in the plastid. In Arabidopsis thaliana the corresponding genes of all enzymes
involved in tyrosine, phenylalanine and tryptophan biosynthesis code for a chloroplast transit
peptide (cTP) at the N-terminal of the proteins with the exception of ADT1 and CM2. The ADT1
coding gene does contain an extra N-terminal region when compared to bacterial ADTs but it is
not recognized as a cTP by bioinformatics analysis. Nevertheless, ADT1 was immunodetected in
the chloroplast fraction and ADT1-GFP fusion proteins were localized to the chloroplast (Rippert
et al., 1999). On the other hand, it has been demonstrated that CM2 is cytosol-located (d’Amato
et al., 1984) but whether or not it contributes to tyrosine and phenylalanine biosynthesis is still
debated (Rippert et al., 2009).
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Figure 6 – Aromatic amino acid biosynthesis and regulation. The first step of tryptophan biosynthesis is catalyzed by anthranilate synthase (AS) and first step in tyrosine and phenylalanine biosynthesis is catalyzed by chorismate mutase (CM). Arrows represent feedback activation and stopped lines represent feedback inhibition.
Auxin Biosynthesis
Auxin is a phytohormone regulating growth and development and is also involved in
responding to environmental signals. The most abundant auxin in higher plants is indole-3-acetic
acid (IAA) (Bhalerao and Bennett, 2003). Specifically, auxin plays an important role in directing
cellular organization in Arabidopsis thaliana roots and concentration gradients allow it to control
cell division, lateral root initiation and elongation, meristem patterning and gravitropism in a
dose-dependent manner (Sabatini et al., 1999; Bhalerao and Bennett, 2003; Friml, 2003). The
rate of synthesis in source tissue and the rate of transport to the target cells are determining
factors in the formation of these gradients. Auxin is synthesized in many parts of the plant with
the highest biosynthetic capacity found in young leaves (Ljung et al., 2002). Although the
highest capacity for auxin biosynthesis is in the shoot, it is synthesized in many other locations
including almost all cell types of the root apex (Petersson et al., 2009). The respective
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contribution of those 2 sources to the auxin maxima found in the root apical region of
Arabidopsis thaliana seedlings is not well established, but both contribute significantly (Ljung et
al., 2005; Ikeda et al., 2010).
The concentration gradients necessary to direct root growth is partially achieved by
passive diffusion coupled with influx and efflux carrier dependent active transport between
individual cells (Tromas et al., 2010). In Arabidopsis thaliana 8 putative auxin efflux carrier
belonging to the PIN family have been identified (Paponov et al., 2005) as well as 4 putative
auxin influx carrier, AUX1 and LAX1-3 (Yang et al., 2006; Swarup et al., 2008; Petrášek et al.,
2006).
Local biosynthesis of auxin in the root also contributes significantly to the gradient
required for normal root development (Ikeda et al., 2009; Vandenbussche et al., 2010). There are
several biosynthetic routes to auxin in plants which can be divided into tryptophan-dependent or
tryptophan-independent. It is not clear what are the steps involved in the tryptophan-independent
pathway but accumulation of auxin conjugates (Last et al., 1991; Radwansky et al., 1996) in
tryptophan synthase mutants trp3-1 and trp2-1 (Normanly et al., 1993; Ouyang et al., 2000)
strongly suggests it is present in plants (Tromas and Perrot-Rechenmann, 2010). However, the
main contribution to auxin in Arabidopsis thaliana relies on tryptophan-dependent biosynthesis
(Ljung et al., 2005). At least 4 different tryptophan-dependent pathways have been identified as
well as many implicated enzymes (Ljung et al., 2002; Woodward and Bartel, 2005). On the other
hand, many enzymes still remain unknown and which steps are rate-limiting is also uncertain
(Tromas and Perrot-Rechenmann, 2010). Additionally, our knowledge of how auxin homeostasis
is achieved is still imperfect but mechanisms of storage and degradation are involved. Temporary
storage of auxin is achieved via reversible conjugation to sugars or amino acids such as alanine
18
or leucine and irreversible conjugation to glutamate and aspartate leads to catabolic degradation
(Bialek and Cohen, 1989; Tam et al., 2000; Kowalczyk et al., 2001). Although auxin
homeostasis and the maintenance of an adequate gradient in the root tips of developing plants
may be complex, disruption of its biosynthesis, for example by repression or overexpression of
auxin biosynthetic genes, does affect it (Cheng et al., 2006, Zhao et al., 2010).
Thesis Objective
The first step of the pathway is a key regulatory point and previous studies in our
laboratory have uncovered some of the molecular basis underlying its regulation. For example,
Arabidopsis thaliana dhs1 knockout mutant plants grow normally under control conditions but
are hypersensitive to tyrosine supplementation (Crowley, 2006). In addition, preliminary results
suggest the hypersensitivity of dhs1 seedlings to tyrosine supplementation may be associated
with a decrease in levels of auxin in Arabidopsis root tips (Shahinas, 2008).
The objective of this study is to explore the response of Arabidopsis thaliana associated
with the dhs1 mutation at the metabolomics level. More specifically, I investigated the changes
in aromatic amino acid in dhs1 mutants and explored the effects of the mutation on downstream
metabolites such as the phytohormone auxin. I also looked at the effect of aromatic amino acid
treatments on those pathways in the hope that better knowledge of metabolic differences between
dhs1 and wild type would help us understand how the shikimate pathway is regulated in plants.
19
Materials and Methods
Materials
Arabidopsis thaliana plants used in this study were of the Col-0 ecotype and from a T-
DNA insertion line (dhs1-3; salk_055360) from the Salk institute which was purchased from the
Arabidopsis Biological Resources Center. Col-0 plants homozygous for a DR5::GUS reporter
cassette were obtained from Dr. Tom Guilfoyle. The Murashige and Skoog (MS media) on
which seedlings were grown and the aromatic amino acid tyrosine, phenylalanine and tryptophan
that were used in the treatments were from Sigma-Aldrich. PCR primers were purchased from
Integrated DNA Technologies.
Phylogenetic Analysis
DNA sequences coding for plant AroAII DHS were obtained by BLAST (Altschul et al.
1990) analysis using Arabidopsis thaliana DHS1, DHS2 and DHS3 coding sequences as bait.
Sequences from Vitis vinifera, Medicago truncatula, Ricinus communis, Populus trichocarpa,
Zea mays, Sorghum bicolor, Oriza sativa (Japonica) were obtained from phytozome
(www.phytozome.net), Physcomitrella patens from COSMOSS (www.cosmoss.org) and
Mycobacterium tuberculosis from the Broad institute (www.broadinstitute.org). Coding
sequences were aligned by codons using ClustalW (Chenna et al., 2003) and manually curated in
MEGA4 (Tamura et al., 2007). The highly divergent N-terminal regions of the sequences coding
for chloroplast transit peptides were omitted from the alignment. For bacterial AroAI
20
phylogenetic analysis DHS-coding sequences were retrieved by performing nucleotide BLAST
on NCBI website (http://www.ncbi.nlm.nih.gov/) using E.coli DHS sequences as bait. The DHS
phylogenies of AroAI and AroAII were reconstructed in MEGA4 (Tamura et al., 2007) using the
Neighbor-Joining method and p-distance model with 1000 bootstrap iterations.
Plant Growth Conditions and Root Length Assays
Seeds were sterilized in 20% commercial bleach with 0.05 % Tween-20 and washed with
double distilled water before stratification at 4°C in the dark for 2 days. Seeds were germinated
on agar plates containing MS media (Murashige and Skoog, 1962) (Sigma) and 2.5mM
morpholino ethane sulfonic acid (MES) (pH 5.7) (Bioshop) under continuous light. For the root
length assays tyrosine, phenylalanine, tryptophan or 5-methyltryptophan (5-MT) (Sigma) were
autoclaved separately before being added to the agar media. Seedlings were grown vertically
under continuous light for 8 days for the aromatic amino acids analysis and 5-MT
supplementation assays.
Genomic DNA Extraction
Arabidopsis genomic DNA was extracted from leaves. The leaves were frozen in liquid
nitrogen and homogenized to a fine powder using a mortar and pestle. To each sample, 200 µl of
extraction buffer (200 mM Tris-HCl pH 8 (BioShop), 25 mM ethylenediaminetetraacetic acid
(EDTA) pH 8 (BioShop) and 0.5 % sodium dodecyl sulfate (SDS, BioShop) was added.
Subsequently, 100 µl phenol (Invitrogen): chloroform (EMD): isoamyl alcohol (BioShop)
21
(24:24:1) was added. The samples were vortexed and centrifuged at 14000 rpm for 10 minutes.
The aqueous supernatant was transferred to a new tube and DNA was precipitated by addition of
an equal volume of isopropanol (EM Science). DNA was pelleted by centrifugation for 10
minutes at 1400 rpm. Supernatant was discarded and DNA pellet was air dried for approximately
30 minutes.
PCR Genotyping of T-DNA Lines
To verify the genotype and homozygosity of T-DNA lines used in subsequent
experiments 2 different PCR reactions were used. The first reaction used 2 gene specific primers
(DHS1fwd and DHS1rev) and the other used a left border primer complementary to the T-DNA
(Lba1) and a gene specific primer (DHS1fwd) (Table 1). A pfu polymerase purified in our
laboratory was used for the PCR reactions that followed the program outlined in Table 2.
Figure 7 - DHS1 gene structure and position of T-DNA insertion. Exons are shown as black boxes and introns as black lines. The triangle indicates the position of the T-DNA insertion in third exon. Annealing regions for genotyping primers are shown as arrows.
22
Table 1 – Primers used for genotyping
Primer name Primer sequence Lba1 5'-TGGTTCACGTAGTGGGCCATCG-3' DHS1fwd 5'-GAGCCTTTGCCACTGGAGGTT-3' DHS1rev 5'-TCTCATGTTCTCGGCACCCAT-3'
Table 2 - PCR program used for genotyping
Step temperature (°C) time (min) repeat Denaturation 95 1:00 x1 Denaturation 95 0:30
Annealing 52 0:30 Elongation 72 3:00
x35 .
Termination 72 10:00 x1
Aromatic Amino Acid Treatment
Arabidopsis seedlings were grown vertically for 8 days to prevent the root from
penetrating the agar and thus become inaccessible to liquid treatment. Plates containing seedlings
were put in a horizontal position and treated with aromatic amino acid solutions (6 ml/plate) for
8 hours. The amino acid solution consisted of MS media (Murashige and Skoog, 1962) (Sigma)
and 2.5 mM morpholino ethane sulfonic acid (MES) (pH 5.7) (BioShop) and 500 µM of one or a
combination of tyrosine, phenylalanine and tryptophan (Sigma). Amino acids were autoclaved
23
separately from MS and MES. After 8 hours, seedlings were thoroughly washed with distilled
water and excess water removed with Kimwipe and frozen immediately in liquid nitrogen.
Metabolite Extraction and Derivatization
Frozen seedlings were homogenized to a fine powder in liquid nitrogen using a mortar
and pestle. 300 µl Methanol was added and sample was grounded further. 300 µl 50 mM Tris-
HCl pH 7.5 (BioShop) 100 mM NaCl (BioShop) was added. After mixing, sample was put on ice
for 10 minutes. 800 µl Chloroform (BioShop) was added and sample was vortexed and incubated
on ice for another 10 minutes. After centrifugation at 5000 rpm for 5 minutes, 450 µl aqueous
layer was recovered and lyopholyzed until all liquid had evaporated. Dried metabolites were
resuspended in 50 µl 40 mM LiCO3 pH 9.5 (BioShop). Resuspended samples were derivatized
for 30 minutes by addition of 2 5µl 10 mg/ml Dansyl Chloride (Sigma) in acetonitrile (Caledon
Laboratories).
HPLC Analysis
The separation and quantification of amino acid dansyl derivatives was performed with
an Agilent technologies 1200 series HPLC with a 20 µl injection loop and a Zorbax SB-CB 4.6 x
150 mm, 3.5 µm, C-18 column with a guard column of the same material. The mobile phase used
was filtered and degassed double distilled water, 0.1% formic acid (A) and HPLC grade
acetonitrile (Caledon) (B).
24
Table 3 – Elution profile for HPLC separation of amino acid dansyl derivatives. Mobile phase consisted of a mixture of double distilled H2O 0.1% formic acid (A) and acetonitrile (B).
Time (min) % A % B 0 95 5 20 0 100 22 0 100 23 95 5 25 95 5
Auxin Quantification by LC-MS
8 days old Arabidopsis seedlings were used for auxin quantification. Typically, 3
seedlings with synchronized growth were selected for each sample to be homogenized. Seedlings
were flash frozen in liquid nitrogen and collected in round bottom 2 ml eppendorf tubes to which
750 µl 80 % HPLC-grade methanol (Fisher Scientific), 1 % glacial acetic acid (EMD) was added
along with 3 zirconium beads. Samples were homogenized for 5 minutes at 30 cycles/seconds in
TissueLyserII (Qiagen) and stored at 4°C overnight. The following day, 500 µl 80 % methanol, 1
% acetic acid in HPLC-grade water (Caledon laboratories Ltd.) was added to each samples
before centrifugation at 12 000 rpm for 5 minutes at 4°C. Supernatant was collected in new tube
and pellet was washed twice with 250 µl 80 % methanol, 1 % acetic acid. Supernatant was
lyopholyzed and resuspended in 1 ml 1 % acetic acid for Oasis HLB column (Waters)
purification. The HLB columns were equilibrated with 1 ml 1 % acetic acid in methanol
followed by 1 ml 1 % acetic acid water. Samples were then applied to columns, washed with 1
ml 1 % acetic acid in water twice and eluted with 1 ml 1 % acetic acid in methanol. Elutes were
25
lyopholyzed and resuspended in 500 µl 1 % acetic acid in water before Oasis WAX anion-
exchange column (Waters) purification. WAX columns were equilibrated with 1 ml methanol
followed by 1 ml 1 % acetic acid in water. Samples were applied to column, washed with 1 %
acetic acid in water followed by 1 ml methanol and finally eluted with 1 ml 1 % acetic acid in
methanol. Elutes were lyopholyzed and stored in -20°C freezer. Samples were re-suspended in
50 µl methanol and analyzed with LC/MS.
GUS Staining
Seedlings used for GUS staining were grown vertically on standard MS media
(Murashige and Skoog, 1962) for the control. For the different treatments, the MS media was
supplemented with the aromatic amino acids. The amino acids were autoclaved separately from
MS and MES and mixed together prior to pouring the media. 8 days old Arabidopsis
dhs1xDR5::GUS and DR5::GUS seedlings were incubated with staining solution consisting of
1M Na2HPO4/NaH2PO4 (Bioshop) pH 7.5, 2mM X-Gluc (Bioshop), 5 mM EDTA (Bioshop) pH
8 and 0.01% Triton X-100 (Bioshop). The staining solution also contained potassium
ferricyanide and potassium ferrocyanide which facilitate the formation of the final blue-colored
product as well and preventing further oxidation which would change its color. Potassium
ferri/ferrocyanide also acts as an inhibitor of GUS enzyme so an optimal concentration has to be
found experimentally. Usually, a high ferri/ferrocyanide concentration results in a stringent
reaction and punctate staining while a lower ferri/ferrocyanide concentration can detect lower
auxin concentrations but results in more diffuse staining (Mascarenhas and Hamilton, 1992).
Here, concentrations of 5 and 2.5 mM ferri/ferrocyanide were used for staining. Seedlings were
26
incubated in the staining solution at 37ºC for 16 hours when stained with 5 mM
ferri/ferrocyanide or for 8 hours when stained in 2.5 mM ferri/ferrocyanide to prevent excessive
diffusion. After staining, seedlings were incubated in 3:1 ethanol: acetic acid for 2 hours at room
temperature. Before visualization by differential interference contrast (DIC) microscopy
seedlings were washed with 70 % ethanol and transferred into distilled water.
Microarray Data Analysis
Transcriptome analysis data was collected by Dea Shahinas (Shahinas, 2008). Mainly
total RNA was extracted from whole-seedlings at 8 days post-germination for transcriptome
analysis. Flash frozen plant material was ground to a fine powder in liquid nitrogen and total
RNA was extracted from each sample using TRIzol reagent according to the manufacturer’s
instructions (Invitrogen). 10 µg of total RNA was used for whole-genome transcript analysis
using the ATH1 Genome Array according to the manufacturer's instructions (Affymetrix) at the
Centre for the Analysis of Genome Evolution & Function at the University of Toronto (CAGEF).
For each treatment, RNA was extracted from three replicate biological samples, and each was
hybridized to an ATH1 GeneChip. GeneChip data analysis was performed Geoff Fucile using the
BioConductor suite (Gentleman et al., 2004) in R (R Development Core Team, 2009 -
http://www.R-project.org) using the “affy” Bioconductor package (Gautier et al., 2004). Pre-
processing of Affymetrix CEL files consisted of background correction using the RMA.2 method
(Wu et al., 2004), normalization by the quantiles method, and summarization using the median
polish method (Tukey, 1977). Affymetrix CEL files were pre-processed as two sets of triplicate
biological samples for all pairwise tests for significant differential expression. Pre-processed
27
log2 transformed probesets with an interquartile range ≤0.5 were removed using the “genefilter”
Bioconductor package (Gentleman et al., 2004). SAM (Tusher et al., 2001) detection of pairwise
significantly differentially expressed genes was conducted in R/Bioconductor as two class
unpaired experiments with 500 permutations. SAM delta values were selected based on
minimization of the false discovery rate and manual inspection of observed versus expected
SAM scores. The functional annotation and evaluation of significantly differentially expressed
genes was conducted using MapMan (Thimm et al., 2004). Functional enrichment analysis of
genes with significant differential expression between pairwise comparisons was done using the
Classification Superviewer (Provart and Zhu, 2003).
28
Results
AroAII-type DHS Gene Duplicate Retention in Higher Plants
Representative sequences from bacterial species were used to reconstruct the phylogeny
of AroAIα-type DHS genes (Figure 8). Every bacterial species used in the analysis contained 3
DHS isogenes that clustered separately in AroF, AroG and AroH orthologous clades which
represent sequences coding for tyrosine-sensitive, phenylalanine-sensitive and tryptophan-
sensitive enzymes respectively (Figure 8).
Subsequently, the phylogeny of DHS genes belonging to the AroAII family was
reconstructed to determine whether a similar conserved topology exists in plants (Figure 9). The
coding sequences used in this analysis were obtained from fully sequenced organisms to ensure
an accurate representation of the number of DHS-coding genes in each organism. The
phylogenetic reconstruction is consistent with previous reports that higher plant DHS genes have
a bacterial origin (Gosset et al., 2001) with algal sequences clustering closely to the
M.tuberculosis sequence. The phylogeny produced is also in agreement with the expected
topology of speciation of algae, moss, monocot and dicot plant species. Whereas the algal
genomes analyzed possess only one DHS locus, the plant genomes possess several. In fact, the
number of loci differs substantially between the plant clades. For example, the Physcomitrella
patens genome contains seven separate DHS-encoding loci while the dicot Medicago truncatula
has two DHS loci and the monocots Oryza sativa and Sorghum bicolor have four. The monocot
and dicot DHS sequences clustered separately, suggesting lineage-specific DHS gene duplication
and retention. The Arabidopsis thaliana genome contains three DHS loci – At-DHS1, At-DHS2,
29
and At-DHS3. Each of these sequences clusters with other dicot DHS, implying some degree of
DHS gene duplicate conservation in the dicot family.
Figure 8 – Phylogenetic reconstruction of bacterial AroAI DHS. Neighbor-joining phylogenetic tree of DHS nucleotide coding sequences based on amino acid alignment. Consensus scores above 70 from 1000 iteration bootstrap are shown. AroF genes code for Tyr-sensitive, AroG for Phe-sensitive and AroH for Trp-sensitive enzymes.
30
Figure 9 - Phylogenetic reconstruction of AroAII DHS. Neighbor-joining phylogenetic tree of DHS nucleotide coding sequences based on amino acid alignment. Consensus scores above 70 from 1000 iteration bootstrap are shown.
31
Conservation of 3D Structure in MtDHS and AtDHS
There is currently no representative AroAII-type DHS protein structures available for the
plant kingdom. However, the structure of the M. tuberculosis AroAII-type DHS has been
determined (Webby et al., 2005a) and resembles other AroAI-type DHS enzymes (Figure 10). It
consists of a TIM barrel core decorated by structural elements that could potentially be involved
in allosteric regulation of the enzyme. There are two main structural differences between E.coli
and M.tuberculosis DHS. First, the two β-strand β5a and β5b in the E.coli structure are absent in
M.tuberculosis. This structural domain is adjacent to the allosteric binding site of phenylalanine
in the E.coli enzyme and residues from the two β-strands take part in the binding interactions
(Shumilin et al., 2002). Phenylalanine can also bind to M.tuberculosis DHS but co-crystallization
shows that it binds on the other side of the protein, close to the N-terminal. Secondly, two α-
helices, α2a and α2b, from the M.tuberculosis DHS form an additional structure decorating the
central TIM barrel that is absent in the E.coli enzyme. This additional structural element has
been proposed to have regulatory properties (Webby et al., 2005a). The 2 helices are thought to
be part of the tryptophan binding site.
The theoretical structures of the three Arabidopsis isozymes were determined with the
Phyre homology modeling method (Kelley and Sternberg, 2009) using the M.tuberculosis
structure as a template [PDD: 2B7O]. The overall folds of the three Arabidopsis DHSs are highly
conserved and very similar to the M.tuberculosis structure. Notably, the putative regulatory α-
helices, α2a and α2b, flanking the TIM-barrel of the M.tuberculosis structure were resolved in
the predicted Arabidopsis enzymes as well (Figure 10). These two helices have been identified as
forming part of the putative tryptophan binding site and 3 of the 4 residues interacting with
tryptophan in M.tuberculosis DHS are conserved in the Arabidopsis enzymes (Figure 11).
32
Figure 10 – Structural comparison of AroAI and AroAII DHS. Structural comparison of A) structure of Phe regulated Ec-DHS complexed with Phe B) structure of Mt-DHS complexed with Phe and Trp and C) predicted structure of At-DHS1. Complexed allosteric ligands represented as sphere; Phe is in green and Trp in red.
Figure 11 - Multiple sequence alignment of M.tuberculosis DHS and of Arabidopsis DHS1, DHS2 and DHS3. Only sequences involved in the putative tryptophan binding site of M.tuberculosis and the corresponding Arabidopsis sequences shown. Residues highlighted in grey are conserved among all 4 sequences and residues highlighted in yellow represent the putative tryptophan binding residues in M.tuberculosis DHS.
33
Verification of Col-0 and dhs1 Genotypes
To investigate the physiological role of DHS1 in Arabidopsis a T-DNA insertion line
from the Salk institute was used (dhs1-3; salk_055360). Additionally, to ensure that
characteristics such as tyrosine hypersensitivity were specifically caused by mutation in the
DHS1 gene an independent T-DNA insertion line (dhs1-4; salk_117853) has previously been
used to confirm it (Crowley, 2006). Two sets of PCR reactions were performed to verify that
plants used in subsequent experiments were homozygous wild-type or homozygous dhs1
mutants. DHS1 gene-specific primers were used to verify the presence of the integral DHS1 gene
while one DHS1 gene-specific primer and one T-DNA specific primer were used to verify the
presence of the TDNA insert in the dhs1 line (Figure 12).
Figure 12 – Verification of homozygosity for Arabidopsis Col-0 and T-DNA mutant dhs1. A) dhs1fwd and dhs1rev are gene specific primers and Lba1 is a T-DNA specific primer. B) DHS1 gene structure showing T-DNA insertion in the third exon.
34
Changes in Intracellular Levels of Aromatic Amino Acids in Atdhs1
The aromatic amino acids tyrosine, phenylalanine and tryptophan are produced
downstream of the shikimate pathway and have as common precursor chorismate. The contents
of these 3 aromatic amino acids in Arabidopsis seedlings were quantified in order to understand
their role in the physiological differences observed between Col-0 and dhs1 mutants under
stressful conditions especially after treatment with exogenous tyrosine. The seedlings were
exposed to 3 different treatments; MS solution only (control), MS solution with 500 µM tyrosine
and MS solution with 500 µM tyrosine and 500 µM phenylalanine. The metabolite extracts of
Arabidopsis thaliana seedlings that had been subjected to the different treatments were reacted
with dansyl-chloride to create primary amine derivatives absorbing strongly at 254 nm. Although
aromatic amino acids intrinsically absorb in the UV spectrum, dansyl derivatives were preferred
to facilitate their detection. The aqueous phase of the metabolite extract was kept and its
molecular components were separated by HPLC using an hydrophobic C18 column and a mobile
phase that consisted in a gradient of increasing concentration of acetonitrile (ACN) in water
(Table 3). Standard solutions of tyrosine, phenylalanine and tryptophan dansyl derivatives were
used to determine the retention time of each in order to be able to identify the corresponding
peaks in metabolite extracts mixtures. The standard tyrosine, phenylalanine and tryptophan
dansyl derivatives eluted at 15.62, 16.22 and 19.69 minutes respectively (Figure 13).
Unfortunately, tryptophan levels in Arabidopsis thaliana seedlings metabolite extracts were later
found to be too low to be accurately quantified. Therefore, standard samples containing
increasing concentrations of tyrosine and phenylalanine dansyl derivatives were used to build
standard curves and establish their linear dynamic range for each (Figure 14 and 15).
35
Figure 13 – Elution profile of standard amino acid dansyl derivatives. HPLC separation achieved with C18 column and mobile phase consisting of ACN and water. Quantification achieved by measuring absorbance at 254 nm.
36
Figure 14 - Standard curve for the absorbance of dansyl-Tyr derivative as a function of its concentration. Standard solutions of Tyr were reacted with Dansyl chloride were separated and quantified by HPLC.
Figure 15 - Standard curve for the absorbance of dansyl-Phe derivative as a function of its concentration. Standard solutions of Phe were reacted with Dansyl chloride were separated and quantified by HPLC.
37
The intracellular levels of tyrosine and phenylalanine detected after control treatment
were similar in both Col-0 and dhs1 seedlings, at around 15 and 4 nmol/gFW respectively, and
no statistically significant differences were observed between the 2 genotypes (Figure 16). As
was expected, the levels of tyrosine increased following tyrosine treatment in both Col-0 and
dhs1 seedlings, to around 60 nmol/gFW, which represents an approximately 4-fold increase
compared to the control. In contrast, levels of phenylalanine following the same treatment
remained unchanged in dhs1 seedlings while a 3-fold increase to approximately 15 nmol/gFW
was detected in Col-0 (Figure 17). Finally, concentrations of tyrosine and phenylalanine
measured in seedlings that had been co-treated with both tyrosine and phenylalanine were higher
than those detected in the control seedlings but no significant differences were observed between
Col-0 and dhs1 (Figure 18).
38
Figure 16 – Concentration of tyrosine (Tyr) and phenylalanine (Phe) in Arabidopsis seedlings after 8 hr control treatment. Amino acid quantified by HPLC analysis of dansyl-derivatives. Error bars represent standard error, n=3.
Figure 17 – Concentration of tyrosine (Tyr) and phenylalanine (Phe) in Arabidopsis seedlings after 8 hr treatment with 500 µM exogenous tyrosine. Amino acid quantified by HPLC analysis of dansyl-derivatives. Error bars represent standard error, n=3, * denotes statistical difference (p=0.01).
39
Figure 18 – Intracellular concentration of tyrosine (Tyr) and phenylalanine (Phe) in Arabidopsis seedlings after 8 hr treatment with 500 µM exogenous tyrosine and phenylalanine. Amino acid quantified by HPLC analysis of dansyl-derivatives. Error bars represent standard error, n=3.
Sensitivity of dhs1 to 5-Methyltryptophan Supplementation
Direct measurement of tryptophan levels in Arabidopsis seedlings using dansyl chloride
derivatization and HPLC analysis was not possible because the endogenous levels of tryptophan
are too low. Instead, to investigate how the intracellular pool of tryptophan is affected in
Arabidopsis dhs1 mutants, an indirect assay using sensitivity to 5-methyltryptophan (5-MT) was
used (Tzin et al., 2009). 5-MT is a tryptophan analog known to inhibit the enzyme anthranilate
synthase which catalyzes the first reaction in tryptophan biosynthesis (Kisaka et al., 1996), and
5-MT resistance has been associated with higher tryptophan levels in plants (Li and Last, 1996).
Seedlings of both Col-0 and dhs1 genotypes were grown on media containing 5-MT varying in
concentration from 5 to 20 µM. The dhs1 seedlings were found to be more sensitive to 5-MT and
40
were overall smaller than Col-0 seedlings (Figure 19). Shorter root length was also evident and a
statistically significant decrease in root length was observed between Col-0 and dhs1 for all the
concentrations of 5-MT tested (Figure 20). The increased 5-MT sensitivity in dhs1 mutants
suggests that tryptophan biosynthesis is indeed impaired in those seedlings. To validate the 5-MT
sensitivity as a measure of tryptophan availability, seedlings were treated with both 5-MT and
tryptophan. The decreased root length observed for both Col-0 and dhs1 seedlings was partially
rescued when they were grown on media containing 20 µM 5-MT in combination with 50 µM
tryptophan (Figure 20).
To explore the possible link between lower tryptophan levels and tyrosine
hypersensitivity in dhs1, seedlings were grown in the presence of both. The decrease in root
length observed in Col-0 seedlings grown on 5-MT was completely rescued by addition of 100
µM tyrosine in the media (Figure 21) while no such rescue was observed for dhs1 seedlings
(Figure 22). This suggests that addition of tyrosine in Col-0 seedlings did not affect tryptophan
levels which would explain why they are more resistant to 5-MT inhibition. In dhs1 the presence
of 100 µM tyrosine was enough to maximal effect on the root length phenotype and 5-MT
treatment had no additional effects.
41
Figure 19 – Increased sensitivity of dhs1 seedlings to 5-Methyltryptophan (5-MT). Phenotypic differences between8 days old Col-0 and dhs1 seedlings grown on MS media supplemented with increasing concentration of 5-MT.
42
Figure 20 – Effect of exogenous 5-Methyltryptophan (5-MT) on Arabidopsis dhs1 seedlings. Difference in root length between 8 days old Col-0 and dhs1 seedlings when grown on MS media supplemented with 5-MT. Mean values of 9 or more measurements shown with standard error, n≥9. * denotes statistical differences between Col-0 and dhs1 (p=0.001).
43
Figure 21 - Effects of exogenous 5-Methyltryptophan and tyrosine on Col-0 root length. Root length of 8 days old Col-0 seedlings grown on MS media supplemented with 5-MT (white bars) or 5-MT and 100 µM tyrosine (grey bars). Mean values of 9 or more measurements shown with standard error, n≥9. * denotes statistical difference (p=0.001).
44
Figure 22 - Effects of exogenous 5-Methyltryptophan and tyrosine on Arabidopsis dhs1 root length. Root length of 8 days old dhs1 seedlings grown on MS media supplemented with 5-MT (white bars) or 5-MT and 100 µM Tyr (grey bars). Mean values of 9 or more measurements shown with standard error, n≥15. * denotes statistical difference (p=0.001).
45
Auxin Levels in Col-0 and dhs1 Whole Seedlings
Preliminary results (Shahinas, 2008) suggested a correlation between hypersensitivity to
tyrosine supplementation and a reduction of auxin levels in the root apical region of Arabidopsis
dhs1 seedlings. This could be due to the decrease tryptophan in dhs1 seedlings as deduced from
increase 5-MT sensitivity. To further explore the relationship between tyrosine hypersensitivity
and the consequent root defects with the intracellular concentration of auxin, direct
measurements of the amount of auxin in dhs1 compared to Col-0 seedlings was undertaken. The
levels of auxin measured are from metabolite extracts of 8 days old seedlings (Figure 23). Auxin
from these extracts was subsequently purified by chromatography and analyzed by LC/MS. A
standard of deuterated auxin was added to each sample prior to performing metabolite
extractions to control for any loss of metabolites incurred during the extraction process. The
concentration of auxin in untreated Col-0 and dhs1 seedlings was around 15 ng/gFW. Upon
tyrosine treatment the auxin concentration slightly increased in both genotypes approaching 20
ng/gFW, while treatment with both Tyr and Phe saw a slight decrease and treatment with both
Tyr and Trp saw a small increase in the levels of auxin. However, variability in the data makes it
hard to tell if those changes are relevant. Indeed, no statistically significant differences across the
treatments or between Col-0 and dhs1 were detected.
46
Figure 23 – Auxin content in whole seedlings. Concentration of auxin as determined by LC/MS in 8 days old Col-0 and dhs1 seedlings in ng/g fresh weight after amino acid treatment with 50 µM tyrosine (Tyr), 50 µM tyrosine and phenylalanine (Tyr + Phe) and 50 µM tyrosine and tryptophan (Tyr + Trp). Error bars represent standard error, n=3.
Auxin Levels in Col-0 and dhs1 Seedling Roots
The spatial pattern of endogenous auxin distribution at the root apex of Col-0 and dhs1
seedlings was visualized using a DR5::GUS Arabidopsis line. The expression of the reporter
gene β-glucuronidase (GUS) is under control of the DR5 synthetic promoter which consists of a
7 tandem repeat of an auxin responsive element (TGTCTC) joined to a minimal 35S CaMV
promoter (Ulmasov et al., 1997b; Sabatini et al., 1999). The accumulation of endogenous auxin
at the primary root tip of Arabidopsis DR5::GUS line was compared to a dhs1xDR5::GUS cross
under different experimental growth conditions. Incubation of DR5::GUS seedlings in a staining
47
solution containing 5 mM ferri/ferrocyanide resulted in localized staining of quiescent center
cells and initial columella cells with lesser staining in surrounding areas and especially in the
columella root cap (Figure 24A). For the DR5::GUS line, there was a decrease in the intensity of
staining in the root tip of seedlings grown in the presence of tyrosine as compared to those grown
under control conditions. This decrease could be rescued by supplementing the media with
phenylalanine or tryptophan in addition to tyrosine.
On the other hand, the same staining condition only resulted in very faint staining in the
dhs1xDR5::GUS lines suggesting that the levels of auxin in this line are much lower than those
found in wild-type. Increasing the sensitivity of the staining, by using 2.5 mM instead of 5 mM
ferri/ferrocyanide in the staining solution, allowed for a better visualization of GUS activity in
the line carrying dhs1 (Figure 24B). In this case the level of GUS activity was the same in all
treatments except for the tyrosine and tryptophan treated seedlings where increased staining was
observed.
The staining pattern differences observed between the DR5::GUS and dhs1xDR5::GUS
lines and those observed in DR5::GUS grown under different conditions were observed in 3
separate experiments. In each experiment, only the primary root tip was considered for
comparison and at least 5 primary roots were observed for each genotype and each treatment.
48
Figure 24 – Effect of aromatic amino acid supplementation on endogenous auxin levels at the root apex of Arabidopsis seedlings. The blue staining represents the activity of the GUS reporter gene in DR5::GUS line and dhs1xDR5::GUS cross line grown on control, 50 µM tyrosine (50 µM Y), 50 µM tyrosine and 50 µM phenylalanine (50 µM YF) or 50 µM tyrosine and 50 µM tryptophan (50 µM YW) media. A) seedling roots stained in solution containing 5 mM ferri/ferrocyanide for 18 hr and B) seedling roots stained in solution containing 2.5 mM ferri/ferrocyanide for 8 hr. n=5.
.
49
Tyrosine Treatment of dhs1 Elicit Stress Responses
Analysis of whole genome transcript expression profiling of 8 days old Arabidopsis
thaliana seedlings was used to probe the transcriptional changes associated with the growth
defect of tyrosine hypersensitivity in dhs1 and the rescue of this phenotype by the addition of
phenylalanine or tryptophan. Transcriptome analysis was conducted on the following
combinations of amino acid treatments and genotypes, with abbreviated labels shown in
parentheses: untreated dhs1 mutants (dhs1), dhs1 mutants treated with 2 mM tyrosine (dhs1-Y),
dhs1 mutants treated with 2 mM tryptophan and 2 mM tyrosine (dhs1-WY), dhs1 mutants treated
with 2 mM phenylalanine and 2 mM tyrosine (dhs1-FY) and non-transgenic sibling of dhs1
treated with 2 mM tyrosine (NTS-Y) (Shahinas, 2008).
Comparison of dhs1-Y with NTS-Y reveals that only 60 genes are significantly
differentially expressed and suggest that overall gene expression is similar in dhs1 and wild-type
seedlings when exposed to Tyr (Table 4). On the other hand, a large number of genes were
significantly differentially expressed when dhs1-Y is compared to dhs1 exposing the large
transcriptomic changes that are associated with tyrosine treatment of Arabidopsis seedlings.
Notably, several genes involved in aromatic amino acid biosynthesis and auxin biosynthesis and
transport are differentially expressed in dhs1 mutants exposed to tyrosine compared to untreated
dhs1. Mapping these expression dynamics onto the shikimate pathway and related downstream
pathways indicates substantial perturbations of the tryptophan branch leading to auxin
biosynthesis (Figure 25) and a large number of stress response annotated genes.
To get a better idea of which plant processes are affected by those transcriptional
changes, genes that had significantly different expression between 2 treatments were analyzed
with the Classification Superviewer (Provart and Zhu, 2003) for functional enrichment. A
50
positive functional enrichment was uncovered for genes belonging to energy pathways and stress
responses when comparing dhs1 with dhs1-Y suggesting that tyrosine treatment of dhs1
seedlings leads to disruption of the plant's metabolic and energy pathways and activates stress
responses (Figure 26). There was a similar functional enrichment of stress responses genes in the
dhs1-Y vs. dhs1-YF and dhs1-Y vs. dhs1-YW pairwise comparisons implicating stress response
in the rescue observed with phenylalanine and tryptophan. In fact, the transcript levels of many
of these stress-related genes significantly varied across each of the three pairwise comparisons
involving dhs1-Y. Moreover, the increase in transcript levels of many stress-related genes in
dhs1 mutants exposed to tyrosine is reversed upon addition of tryptophan or phenylalanine as
seen on the heat map representing expression values of stress response related genes across the 4
dhs1 treatments (Figure 27).
Table 4 – Number of differentially expressed genes in dhs1 following treatment with tyrosine (Y), phenylalanine (F) or tryptophan (W) and between dhs1 and its non-transgenic sibling (NTS). Number of significantly differentially expressed genes determined using Significance Analysis of Microarrays (SAM). FDR; mean false discovery rate.
Pairwise comparison SAM FDR Number of significantly differentially expressed genes
dhs1-Y vs. NTS-Y 0.05 60 dhs1-Y vs. dhs1 < 0.01 3187
dhs1-FY vs. dhs1-Y < 0.01 1081 dhs1-WY vs. dhs1-Y < 0.01 400
51
Figure 25 –Transcript levels of genes belonging to the shikimate pathway, aromatic amino acid and auxin biosynthesis in dhs1 after treatment with tyrosine (Y), phenylalanine (F) and tryptophan (W). Heat map representation of differentially expressed genes. Yellow represents above median expression and blue represents below median expression across the 4 datasets.
52
Figure 26 – Functional enrichment analysis of genes with significantly different expression in pairwise comparisons of dhs1 following treatment with tyrosine (Y), phenylalanine (F) or tryptophan (W) and between dhs1 and its non-transgenic sibling (NTS). Functional annotation based on GO:biological processes classification. P-values ≤ 0.001 of the hypergeometric distributions are shown.
53
Figure 27 – Transcript levels of stress related genes in dhs1 after treatment with tyrosine (Y), phenylalanine (F) and tryptophan (W). Heat map representation of differentially expressed genes. Yellow represents above median expression and blue represents below median expression across the 4 datasets.
54
Discussion
In plants the shikimate pathway is the main channel for carbon flow between primary
metabolism and secondary metabolic pathways. The regulation of the shikimate pathway
therefore needs to be such that the requirements of many downstream pathways are met. This
coordination is partly achieved by transcriptional regulation. For instance, the genes coding for
DHS and phenylalanine ammonia lyase (PAL), which catalyze the committed steps of the
shikimate pathway and of the phenylpropanoids pathway respectively, are concomitantly
induced by wounding or pathogen attack (Dyer et al., 1989; Keith et al., 1991; Gorlach et al.,
1993; Sato et al., 2006). Some level of coordination can thus be achieved at the genetic level but
other regulatory mechanisms at the protein level may be involved as suggested by the tyrosine
hypersensitivity of dhs1 in Arabidopsis. Beside transcriptional activation of certain genes very
little is known about the regulation of the shikimate pathway in plants. The central role played by
aromatic amino acids in the regulation of this pathway in bacteria and fungi suggests they may
also be involved in regulating the plant pathway. In fact, work in our laboratory provides
evidence for aromatic amino acids involvement in the regulation plant DHS. This study further
explores the changes associated with the dhs1 mutation in Arabidopsis thaliana by looking at the
levels of key downstream metabolites such as aromatic amino acids and auxin.
55
Diversification in the Regulatory Mechanisms of Bacterial and Plant AroAII Enzymes
The regulation of AroAIα-type bacterial DHS enzymes is mediated primarily by
allosteric feedback regulation (Ogino et al., 1982). Bacteria that possess enzymes of this
category have 3 DHS isozymes each sensitive to one of the 3 aromatic amino acids produced
downstream of the shikimate pathway. Reconstruction of AroAIα DHS ancestry suggests that
this mode of regulation is conserved among bacterial species of that group (Figure 8).
On the other hand, phylogenetic reconstruction of AroAII-type DHS shows a more
convoluted evolutionary history. Higher plants possess a diverging number of DHS isozymes
that arose from moss-, monocot- and dicot-lineage specific gene duplication and retention events
(Figure 9). The topology of the phylogenetic tree of AroAII DHS is consistent with the proposed
bacterial origin of plant DHS enzymes (Gosset et al., 2001). The algae C. reinhardtii and of O.
lucimarinus possess a single DHS coding gene whose sequence clusters closely to that of M.
tuberculosis. Retention of many DHS genes, each presumably allowing the plant a more precise
control of its supply of precursor for protein biosynthesis and secondary metabolism reflects
plant’s relatively complex lifecycle and suggests that plant DHS enzymes may have evolved
different regulatory mechanism to meet those needs. Although monocot and dicot paralogous
DHS isozymes have evolved independently and may therefore have distinct regulatory features,
transcriptional induction of at least one DHS gene in response to wounding or fungal elicitors
seems to be a recurring regulatory mechanism in the dicots tomato, potato and Arabidopsis (Dyer
et al., 1989; Keith et al., 1991; Gorlach et al., 1993) as well as in the monocot O. sativa (Sato et
al., 2006). This regulatory feature conserved across both monocot and dicot plant species
suggests it was inherited from their last common ancestor. On the other hand, the separate
56
evolutionary origins of monocot and dicot DHS isogenes suggest that findings in the regulation
of DHS in one group may not be applicable to the other. For instance, the regulatory of
properties of Arabidopsis DHS may not be extendable to enzymes belonging to monocot
organisms such as cereals.
Conservation of Structural Domains between Arabidopsis and M.tuberculosis DHS Enzymes
The high level of similarities between the crystal structure of E.coli and M.tuberculosis
DHS enzymes has been used to establish an evolutionary link between AroAI and AroAII
enzymes (Webby et al., 2005a). The similarity of the overall fold of the protein does not
however extend to the structural motifs decorating the central TIM barrel structure which have
been postulated to play regulatory roles (Figure 10). For example, the β-strand β5a and β5b form
part of the phenylalanine allosteric binding site in E.coli DHS but are conspicuously absent in the
M.tuberculosis enzyme. In contrast to the E.coli DHS, the co-crystallization of M.tuberculosis
DHS with aromatic amino acids shows phenylalanine to be bound at a different position, next to
the amino terminal of the protein thus indicating a different mechanism of allosteric regulation
between AroAI and AroAII bacterial DHS. Underlying this different mechanism of allosteric
regulation is also the synergistic nature of aromatic amino acid inhibition in M.tuberculosis
which is not present in AroAI bacterial enzymes (Webby et al., 2010). Moreover, there are two
additional α-helices, α2a and α2b, in the M.tuberculosis enzyme that are adjacent to the putative
allosteric binding site of tryptophan. These helices are also present in the modeled structure of
Arabidopsis DHS and 3 of the 4 residues identified as directly interacting with tryptophan in
M.tuberculosis DHS are conserved in the Arabidopsis DHS isozymes (Figure 10). This suggests
57
that although allosteric inhibition by the aromatic amino acids seems unlikely in plants
(Herrmann and Weaver, 1999; Crowley, 2006) this domain may have evolved a different
regulatory mechanism.
Levels of Aromatic Amino Acids are Disrupted in dhs1 Seedlings
Before investigating the levels of aromatic amino acids in Col-0 and dhs1 plants, the
genotype of each was verified to ensure homozygosity at each genetic locus (Figure 12). HPLC
analysis of amino acid dansyl derivatives was important for the quantification of endogenous
aromatic amino acid levels in Arabidopsis seedlings. The levels of endogenous tyrosine and
phenylalanine found in both Col-0 and dhs1 control seedlings were of approximately 15.5 and 4
nmol/gFW respectively (Figure 16). These levels are comparable to previously reported values
for young Arabidopsis plants (Voll et al., 2004). The fact that the endogenous levels of tyrosine
and phenylalanine detected were the same in both dhs1 and Col-0 seedlings is consistent with the
lack of phenotypic differences between these 2 genotypes when grown under normal laboratory
conditions. Indeed, because DHS single knockout plants grow just as well as Col-0 under control
conditions it was expected that the loss of one DHS isozymes would not result in major
differences in endogenous levels of key metabolic intermediates such as the aromatic amino
acids. It other words, under normal condition the loss of one DHS enzyme was expected to be
compensated for by the other 2 DHS isozymes.
Similarly, the endogenous levels of tyrosine and phenylalanine were measured in
seedlings that were treated with exogenous tyrosine. As anticipated the levels of endogenous
tyrosine increased, approximately 4-fold compared to the control (Figure 17). The increase in
58
endogenous tyrosine was observed in both dhs1 and Col-0 and could have resulted from intake
of the exogenously supplied tyrosine by amino acid transporters such as amino acid permease 1
(AAP1) or lysine histidine transporter 1 (LHT1) which have both been shown to transport
aromatic amino acids into the Arabidopsis root (Hirner et al., 2006; Lee et al., 2007; Sanders et
al., 2009).
On the other hand, the levels of endogenous phenylalanine measured in seedlings that
were treated with exogenous tyrosine were different between Col-0 and dhs1. The levels found
in Col-0 were around 16 nmol/gFW compared to approximately 4 nmol/gFW in dhs1 (Figure
17). In other words, the levels of endogenous phenylalanine in Col-0 seedlings treated with
exogenous tyrosine were 4 fold higher than in the control seedlings while the levels in dhs1 after
exogenous tyrosine treatment were essentially the same as in the control. This difference
between Col-0 and dhs1 seedlings suggests that tyrosine has an inhibitory effect that can be
masked by the DHS1 enzyme. In addition, the fact that endogenous levels of phenylalanine are
the same in tyrosine-treated as in the control for dhs1 seedlings suggest that it may not play a
role in tyrosine hypersensitivity. Whole seedlings were used for these measurements and it is
therefore impossible to say what fraction of the increase in endogenous tyrosine resulted from
genuine increase in symplastic tyrosine and what fraction resulted from higher tyrosine content
in the apoplast. However, the increase in endogenous phenylalanine measured in Col-0 seedlings
after exogenous tyrosine treatment is unambiguously the result of increased intracellular
phenylalanine since the treatment did not contain any phenylalanine.
The increase in intracellular phenylalanine in Col-0 seedlings after treatment with
exogenous tyrosine is probably occasioned by an increase in tyrosine levels. One possibility is
that elevated tyrosine feedback inhibits TyrA, the last enzyme in the tyrosine biosynthetic
59
pathway (Figure 6). By blocking its own synthesis, elevated tyrosine levels would decrease the
demand on the chorismate pool for tyrosine synthesis, and would allow more of it to be available
for phenylalanine or tryptophan biosynthesis. This increased availability of chorismate may
explain the 4-fold increase in endogenous phenylalanine measured in Col-0 upon tyrosine
treatment. Similarly, the same mechanism would be involved in dhs1 and the tyrosine treatment
would increase the availability of chorismate for phenylalanine and tryptophan biosynthesis. But
in this instance, I speculated that a decrease in the activity of the shikimate pathway or in the
chorismate pool in tyrosine-treated dhs1 seedlings could counter-balance this effect and explain
why no increase in endogenous phenylalanine was observed in those seedlings.
Co-treatment of dhs1 seedlings with exogenous tyrosine and phenylalanine partially
rescues the tyrosine hypersensitivity of dhs1 seedlings (Crowley, 2006; Shahinas, 2008). The
HPLC analysis revealed that endogenous levels of both amino acids increased upon treatment
and that the increase in phenylalanine was even more pronounced than tyrosine, increasing
approximately 25-fold compared to the control treatment (Figure 18). This suggests the
mechanism underlying the rescue of tyrosine hypersensitivity may involve a large increase the
levels of phenylalanine.
The quantification of amino acids by derivatization and HPLC analysis was not sensitive
enough to detect endogenous tryptophan levels. Other groups had similar experiences and reflect
a limitation of the technique (Voll et al., 2004). Instead, to investigate the effect of the dhs1
mutation on levels of tryptophan, the established 5-methyltryptophan (5-MT) sensitivity of plants
was used as an indirect measure of intracellular level of tryptophan (Li and Last, 1996, Celenza
et al., 2005). 5-MT is a tryptophan analog that inhibits anthranilate synthase, the first enzyme in
tryptophan biosynthesis (Widholm, 1972). Therefore, plants that have high levels of tryptophan
60
are more resistant to 5-MT than plants with low tryptophan levels (Cho et al., 2000; Towaza et
al., 2001; Yamada et al., 2008).
The increased sensitivity of dhs1 to 5-MT compared to Col-0 seedlings suggests that
tryptophan levels are lower in dhs1 (Figure 19 and 20). This differs from the similar levels of
phenylalanine observed in both Col-0 and dhs1. Lower tryptophan levels in dhs1 would result in
less of it being available for downstream pathways including auxin biosynthesis.
Surprisingly, co-treatment of Col-0 seedlings with both 5-MT and tyrosine did not result
in any growth inhibition (Figure 21). The compensatory effect of tyrosine may be due to elevated
levels of tyrosine easing the demand on the chorismate pool and therefore making more of it
available for tryptophan biosynthesis.
Alternatively, the increase in endogenous phenylalanine that was measured in Col-0
seedlings upon treatment with exogenous tyrosine may explain why Col-0 seedlings are more
resistant to 5-MT when co-treated with tyrosine. Higher phenylalanine content in rice Mtr1
mutant has already been associated with higher tryptophan levels and increase 5-MT resistance,
although by what mechanism is still not clear (Yamada et al., 2008). Another explanation,
although no concrete evidence exists for it, would be the involvement of DHS1 in tryptophan
biosynthesis. Increase 5-MT sensitivity in dhs1 already hint at disruption of tryptophan
biosynthesis in those seedlings and formation of a complex between DHS and anthranilate
synthase (AS) for example could account for this. Activation of this complex, but not of AS
alone, by tyrosine could explain the lack of inhibition in Col-0 seedlings grown on tyrosine and
5-MT. However, this is highly speculative since there is no evidence to suggest that DHS1 and
AS are interacting.
61
In summary, the previous results suggest that mutation in the dhs1 gene lead to a
disruption in tryptophan biosynthesis. This reduction in tryptophan levels could be implicated in
the tyrosine hypersensitivity of dhs1 especially considering that it is a precursor for the
biosynthesis of indole hormones such as auxin which regulates many developmental processes in
the Arabidopsis root (Friml, 2003; Ljung et al., 2005; Mano et al., 2010). Therefore, the next
step taken was to investigate if a mutation in dhs1 was associated with a disruption in auxin
levels.
Changes in Auxin
Auxin levels were quantified in Col-0 and dhs1 whole seedlings using LC/MS. The
concentration of auxin did not differ significantly between both genotypes or between different
treatments (Figure 23). This suggests that the putatively lower tryptophan levels in dhs1 do not
translate into lower auxin levels and that likewise; treatment with exogenous amino acids does
not affect the overall auxin content of Arabidopsis seedlings.
The procedure for the quantification of auxin used whole seedlings that were treated with
exogenous amino acid solutions for 8 hr. The rational for this approach was to be consistent with
how the microarray data had been collected. However, seedling treatment for a short duration
may not be appropriate in this case. Indeed, an 8 hr amino acid treatment may be enough to
change gene expression in Arabidopsis but not long enough to significantly alter the endogenous
levels of a phytohormone like auxin. In fact, auxin homeostasis is still not fully understood.
Mechanism such as increase hydrolysis of stored auxin conjugates or decrease in irreversible
conjugation and catabolic degradation may be able to compensate short duration disruptions in
its biosynthesis and explain why no differences in auxin content were observed following 8 hr
62
amino acid treatment (Bialek and Cohen, 1989; Tam et al., 2000; Kowalczyk et al., 2001). Also,
analyzing auxin in whole seedlings may not allow the detection of local variations such as at the
root apex. The highest levels of auxin in the root apical region of Arabidopsis seedlings are
found in the quiescent center cells which is also where expression levels of DHS1 are highest
(Figure 6) (Brady et al., 2007; Petersson et al., 2009). Therefore, a reduction of auxin at the root
apex of dhs1 is still a possibility even if the levels found in whole seedlings seem to be the same
in both Col-0 and dhs1.
To investigate the levels of auxin in root tips of dhs1 seedlings and the effect of treatment
with aromatic amino acids, a reporter gene experiment with β-glucuronidase (GUS) was used. To
examine the level of auxin in planta, dhs1 plants were crossed to the DR5::GUS line. DR5 is a
synthetic promoter consisting of a constitutive auxin response element repeated in tandem
coupled to a minimal 35S CaMV promoter (Ulmasov et al., 1997; Sabatini et al., 1999).
Activity of the DR5 markers as auxin responsive reporters reflects accumulation of auxin
transported from the apical regions of embryos to the root poles (Friml, 2003; Blakeslee et al.,
2005; Dhonukshe et al., 2005; Paponov et al., 2005; Leyser, 2006).
The auxin found at the root tip as visualized by activity of the GUS reporter showed a
marked difference between DR5::GUS and dhs1xDR5::GUS. Indeed, after incubation in a
staining solution containing 5 mM ferri/ferrocyanide, GUS activity was clearly visible in the
DR5::GUS root apex but barely noticeable in the line carrying dhs1 (Figure 24A). This suggests
that the putatively lower tryptophan availability in dhs1 may lead to disruption of auxin in the
root tips of Arabidopsis seedlings. Additionally, there was a reduction in GUS activity observed
at the root apical region of DR5::GUS seedlings grown on tyrosine which was followed by a
recovery in GUS activity for seedlings grown on tyrosine in combination with either
63
phenylalanine or tryptophan. This staining pattern is compatible with the reduction in root length
when seedlings are grown on tyrosine and the rescue observed when phenylalanine or tryptophan
is also present. However, further experimentation would be required to establish a direct link
between the variations in root length following aromatic amino acid treatment and auxin levels at
the root tip. For example, auxin supplementation could be used to see if it is sufficient to rescue
the root length phenotypes occasioned by tyrosine treatment.
To find out if there was a similar pattern of GUS activity in dhs1 a lower concentration of
ferri/ferrocyanide, 2.5 mM instead of 5 mM, was used for the staining (Figure 24B). The big
difference in GUS activity between DR5::GUS and dhs1xDR5::GUS was also evident but the
staining in the line carrying dhs1 was similar across all conditions except when grown with
tyrosine and tryptophan. This increase in GUS activity in the line carrying dhs1 when grown in
the presence of tryptophan is consistent with the hypothesis that availability of tryptophan can
have an effect on auxin levels.
Furthermore the difference in GUS activity between DR5::GUS and dhs1xDR5::GUS,
especially in the control, is in contradiction with the similar auxin levels that were quantified by
LC/MS in Col-0 and dhs1 seedlings (Figure 23). However, the differences that were observed at
the root apex of DR5::GUS and dhs1xDR5::GUS seedlings may be localized to that region of the
seedlings and may not be detectable when measuring auxin levels in whole seedlings. Therefore,
to confirm the results obtain from the GUS reporter experiment, direct quantification of auxin in
roots would be required.
64
Tyrosine treatment of dhs1 knockout turns on Arabidopsis stress response and causes significant transcriptional changes in tryptophan and auxin biosynthetic genes
Tyr treatment of dhs1 seedlings causes transcriptional disruptions in numerous biological
processes including photosynthesis, stress, phenylpropanoids metabolism, lignin biosynthesis
and sugar metabolism. Of the 3187 genes that are significantly differentially expressed between
dhs1 with dhs1-Y (Table 4) functional enrichment analysis reveals genes belonging to energy
pathways and stress responses are over represented (Figure 26). Genes belonging to the plant's
stress response are also functionally enriched in dhs1-Y vs. dhs1-YW and dhs1-Y vs. dhs1-YF.
Interestingly, the elevated expression of many stress response genes after tyrosine treatment is
reversed upon phenylalanine or tryptophan addition (Figure 27). This suggests imbalances in the
intracellular levels of the 3 aromatic amino acids activate the plant’s stress response which is
alleviated upon addition of either phenylalanine or tryptophan. This is consistent with the central
role the shikimate pathway plays in plant growth and development. The addition of tyrosine
attenuates the shikimate pathway in the dhs1 mutant line to a level that directly compromised the
biosynthesis of growth hormones and structural compounds. This in turn leads to a cascade of
stress response gene activation, which can return to more normal expression level with the
exogenous application of aromatic amino acids.
An interesting asymmetry of transcriptional changes emerges when mapped onto the
shikimate pathway, aromatic amino acid and auxin biosynthesis (Figure 25). There is a greater
transcript abundance of tryptophan biosynthesis related genes in dhs1-Y, dhs1-YW and dhs1-YF
when compared to untreated dhs1. No such patterns are apparent in phenylalanine and tyrosine
biosynthesis. The upregulation of several genes involved in tryptophan biosynthesis is consistent
65
with the increase sensitivity of dhs1 to 5-MT supplementation. Transcriptional changes seen in
auxin biosynthesis are more ambiguous. Lower transcript levels of AMI1 in dhs1-Y, dhs1-YW
and dhs1-YF suggest that the indole-3-acetamide dependent synthesis of auxin is attenuated
when elevated levels of aromatic amino acids are present (Figure 25). On the other hand, two
other tryptophan-dependent route to auxin, indo-3-acetaldoxime (IAOX) to indole-3-
acetaldehyde (IAD) and indole-3-pyruvic acid to IAD, respond differently. Transcript levels of
enzymes belonging to each, CYP79B3 and TAA1 respectively, are similar across dhs1, dhs1-Y
and dhs1-YW and slightly higher in dhs1-YF.
Proposed Model and Future Directions
Two speculative models are presented that singly or together could explain the previous
findings. The first hypothesis is that tyrosine indirectly inhibits either DHS2 or DHS3 or both at
the protein level (Figure 28A). Inhibition of DHS2 or DHS3 would likely have to be mediated by
a novel mechanism since allosteric regulation of DHS in plants has never been reported
(Herrmann and Weaver, 1999; Tzin and Galili, 2010) and DHS1, DHS2 and DHS3 from
Arabidopsis are not inhibited by tyrosine in vitro (Crowley, 2006). I speculated that inhibition of
DHS2 and/or DHS3 would not alter the flux of the shikimate pathway in dhs1 under control
conditions because the other 2 DHS would compensate for the dhs1 mutation. This would
explain why the levels of endogenous tyrosine and phenylalanine measured in dhs1 and Col-0
were comparable (Figure 16).
Additionally, this model could explain the difference in endogenous phenylalanine
between Col-0 and dhs1 upon tyrosine treatment. In Col-0, the increase in phenylalanine would
be the result of elevated tyrosine which is feedback inhibiting its own synthesis and thus making
66
more chorismate available for phenylalanine biosynthesis. In dhs1, elevated tyrosine would also
feedback inhibit its own synthesis but this would be counterbalanced by a reduction in the
chorismate pool engendered by tyrosine inhibition of DHS2 and/or DHS3 which in this case
could not be compensated for by the activity of DHS1.
Results from 5-MT sensitivity assays are difficult to reconcile with this model alone.
How could it explain the increase sensitivity of dhs1 to 5-MT and the absence of any inhibition
in Col-0 when co-treated with 5-MT and tyrosine? This is why a second regulatory mechanism is
proposed. Although there is no evidence for it, it seems warranted to fully explain the
experimental results presented here and more importantly, to provide testable hypotheses for
future studies. This hypothetical regulatory mechanism would be the formation of a non-covalent
complex between DHS1 and anthranilate synthase (AS) which would boost the catalytic
efficiency of the latter as well as activation of AS when in this complex by tyrosine (Figure
28B).
The increase 5-MT sensitivity of dhs1 suggested a disruption in tryptophan biosynthesis
(Figure 19 and 20). This could be explained by increase catalytic efficiency of AS when in a
complex with DSH1. Assuming that decrease in tryptophan would lead to decrease in auxin it
would also help explain why there was less GUS activity in dhs1 under normal growth
conditions (Figure 24). Moreover, activation of the complex by tyrosine would explain the lack
of inhibition from 5-MT in Col-0 co-treated with tyrosine.
An analogous regulatory mechanism is found in M. tuberculosis and lends plausibility to
the second model. In M. tuberculosis one chorismate mutase (CM) enzyme is poorly active but is
activated by interaction with DHS (Sasso et al., 2009). Furthermore, the CM in question is
usually not regulated by aromatic amino acids but the CM activity of the DHS-CM complex is
67
synergistically inhibited by both tyrosine and phenylalanine. Interestingly, the interaction
interface between DHS and CM comprises 2 α-helices α2a and α2b that protrude from the central
TIM barrel fold of DHS (Sasso et al., 2009). These 2 extra helices are not present in the E.coli
DHS but are present in the modeled structure of Arabidopsis DHS (Figure 10) suggesting that
this mode of regulation may also exist in plant and that in fact it may be a mode of regulation
that is specific to the AroAII family of DHS enzymes.
68
Figure 28 – Proposed model of DHS regulation in Arabidopsis thaliana. Established regulation represented in solid lines. Proposed regulation in dashed lines of A) Indirect inhibition of DHS2 or DHS3 or both by Tyr and B) Complex formation between DHS1 and AS and activation of the complex by Tyr. Arrows represent feedback activation and stopped lines represent feedback inhibition.
69
The remaining questions that need to be addressed are: 1) does tyrosine inhibit DHS2,
DHS3 or both? If so, what is the molecular mechanism of this inhibition? 2) Does DHS1 interact
with AS as proposed? If that were the case, are there other molecular players involved and what
is the role of tyrosine? To answer the first question, Arabidopsis thaliana lines overexpressing
each DHS2 and DHS3 in a dhs1 background would help to identify which isozyme is inhibited
by tyrosine. To elucidate the indirect mechanism of inhibition of Tyr on DHS2 or DHS3, a
protein-protein interaction study such as yeast-2-hybrid (Y2H) could help identify which other
protein, if any, interact with DHS enzymes. This would also allow testing the proposed
interaction of AS with DHS1 and help answer the second question. In addition, antibodies should
be raised against each of the 3 DHS isozymes and used for co-immunoprecipitation (Co-IP). This
could serve as an additional approach to identify interacting partners of DHS in Arabidopsis and
could also be used in tandem with mass spectrometry (MS) to identify if DHS are post-
translationally modified in vivo.
70
Conclusion
The central finding of this study is that the mutation of DHS1 in Arabidopsis thaliana is
associated with increased 5-MT sensitivity, which suggests disruption in tryptophan
biosynthesis, and decrease GUS activity at the root apex, which suggests lower auxin levels. The
disruption of tryptophan and auxin biosynthesis in dhs1 is also supported by microarray data
analysis which revealed altered transcript abundance for genes involved in those pathways.
Additionally, analysis of endogenous aromatic amino acids in both Col-0 and dhs1 after
exogenous tyrosine treatment has shown in phenylalanine levels. Taken together, these results
reveal what effects the mutation of DHS1 has on downstream pathways and will help devise
other experiments to uncover the molecular details of the regulation of DHS enzymes in
Arabidopsis.
71
References
Aharoni, A., Jongsma, M.A. and Bouwmeester, H. (2005). Volatile science? Metabolic engineering of terpenoids in plants. Trends in Plant Science. 10(12): 594-602.
Altschul, S.F., Gish, W., Miller, W., Myers, E.W., and Lipman, D.J. (1990). Basic local alignment search tool. J Mol Biol 215: 403-410. d’Amato, T.A., Ganson, R.J., Gaines, C.G. and Jensen, R.A. (1984). Subcellular localization of chorismate-mutase isoenzymes in protoplasts from mesophyll and suspension-cultured cells of Nicotina silvestris. Planta 162(2): 104-108.
Bhalerao, R.P. and Bennett, M.J. (2003). The case for morphogens in plants. Nature Cell Biol. 5(11): 939-943.
Bialek, K. and Cohen, J.D. (1989). Quantitation of indoleacetic acid conjugates in bean seeds by direct tissue hydrolysis. Plant Physiol. 90: 398-400.
Blakeslee, J.J., Peer, W.A., and Murphy, A.S. (2005). Auxin transport. Curr Opin Plant Biol 8: 494-500. Casimiro, I., Marchant, A., Bhalerao, R.P., Beeckman, T., Dhooge, S., Swarup, R., Graham, N., Inze, D., Sandberg, G., Casero, P.J., and Bennett, M. (2001). Auxin transport promotes Arabidopsis lateral root initiation. Plant Cell 13: 843-852. Catala, R., Ouyang, J., Abreu, I.A., Hu, Y., Seo, H., Zhang, X. and Chua, N. (2007). The Arabidopsis E3 SUMO ligase SIZ1 regulates plant growth and drought responses. Plant Cell. 19: 2952-2966. Celenza, J.L., Quiel, J.A., Smolen, G.A., Merrikh, H., Silvestro, A.R., Normanly, J. and Bender, J. (2005). The Arabidopsis ATR1 Myb transcription factor controls indolic glucosinolate homeostasis. Plant Physiol. 137: 253-262. Chávez-Béjar, M.I., Lara, A.R., López, H., Hernández-Chávez, G., Martinez, A., Ramírez, O., Bolívar, F. and Gosset, G. (2008) Metabolic engineering of Escherichia coli for L-tyrosine production by expression of genes coding for the chorismate mutase domain of a native chorismate mutase-prephenate dehydratase and a cyclohexadienyl dehydrogenase from Zymomonas mobilis. Appl. Environ. Microbiol. 74(10): 3284-3290.
Cheng, Y., Dai, X. and Zhao, Y. (2006). Auxin biosynthesis by the YUCCA flavin monooxygenases controls the formation of floral organs and vasvular tissues in Arabidopsis. Genes Dev. 20: 1790-1799.
72
Chenna, R., Sugawara, H., Koike, T., Lopez, R., Gibson, T.J., Higgins, D.G., and Thompson, J.D. (2003). Multiple sequence alignment with the Clustal series of programs. Nucleic Acids Res 31: 3497-3500. Cho, H.J., Brotherton, J.E., Song, H.S. and Widholm, J.M. (2000). Increasing tryptophan synthesis in a forage legume Astragalus sinicus by expressing the tobacco feedback-insensitive anthranilate synthase (ASA2) gene. Plant Physiol. 123: 1069-1076. Cho, M., Corea, O.R.A., Yang, H., Bedgar, D.L., Laskar, D.D., Anterola, A.M., Anterola, F.A.M., Hood, R.L., Kohalmi, S.E., Bernards, M.A., Kang, C., Davin, L.B. and Lewis, N.G. (2007). Phenylalanine biosynthesis in Arabidopsis thaliana identification and characterization of arogenate dehydratases. J. Biol. Chem. 282(42): 30827-30835.
Crowley, V. (2006) The isozymes of 3-deoxy-D-arabino-heptulosonate 7-phosphate synthase from Arabidopsis perform differential roles in vivo and may be regulated by tyrosine. MSc. Thesis Plant and Microbial Biology. Toronto, University of Toronto.
Crozier, A., Jaganath, I.B. and Clifford, M.N. (2008). Dietary phenolics: chemistry, bioavailability and effects on health. Nat. Prod. Rep. 26(8): 965-1096.
Devoto, A., Ellis, C., Magusin, A., Chang, H., Chilcott, C., Zhu, T. and Turner, J.G. (2005). Expression profiling reveals COI1 to be a key regulator of genes involved in wound- and methyl jasmonate-induced secondary metabolism, defence, and hormone interactions. Plant Mol. Biol. 58: 497-513.
Dhonukshe, P., Kleine-Vehn, J., and Friml, J. (2005). Cell polarity, auxin transport, and cytoskeleton-mediated division planes: who comes first? Protoplasma 226, 67-73. Diaz de la Garza, R., Quinlivan, E.P., Klaus, S.M.J., Basset, G.J.C., Gregory III, J.F. and Hanson, A.D. (2004). Folate biofortification in tomatoes by engineering pteridine branch of folate synthesis. Proc. Natl. Acad. Sci. USA 101(38): 13720-13725.
Dixon, R.A. and Ferreira, D. (2002). Genistein. Phytochemistry 60: 205-211.
Dombrecht, B., Xue, G.P., Sprague, S.J., Kirkegaard, J.A., Ross, J.J., Reid, J.B., Fitt, G.P., Sewelam, N., Schenk, P.M., Manners, J.M. and Kazan, K. (2007). MYC2 differentially modulates diverse jasmonate-dependent functions in Arabidopsis. Plant Cell 19: 2225-2245.
Doroshenko, V.G., Tsyrenzhapova, I.S., Krylov, A.A., Kiseleval, E.M., Ermishev, V.Y., Kazakova, S.V., Biryukova, I.V. and Mashko, S.V. (2010). Pho regulon promoter-mediated transcription of the key pathway gene aroGFbr improves the performance of an L-phenylalanine-producing Escherichia coli strain. Appl Microbial Biotechnol 88(6): 1287-1295. Dyer, W.E., Henstrand, J.M., Handa, A.K., and Herrmann, K.M. (1989). Wounding induces the first enzyme of the shikimate pathway in Solanaceae. Proc Natl Acad Sci U S A 86: 7370-7373.
73
Eberhard, J., Ehrler, T.T., Epple, P., Felix, G., Raesecke, H., Amrhein, N. and Schmid, J. (1996). Cytosolic and plastidic chorismate mutase isozymes from Arabidopsis thaliana: molecular characterization and enzymatic properties. Plant J. 10(5): 815-821. Entus, R., Poling, M. and Herrmann, K.M. (2002). Redox regulation of Arabidopsis 3-Deoxy-D-arabino-heptulosonate 7-phosphate synthase. Plant Phys. 129: 1866-1871.
Friml, J. (2003). Auxin transport - shaping the plant. Curr. Opin. Plant Biol. 6: 7-12. Gautier, L., Cope, L., Bolstad, B.M. and Irizarry, R.A. (2004). affy--analysis of Affymetrix GeneChip data at the probe level. Bioinformatics 20: 307-315. Gentleman, R.C., Carey, V.J., Bates, D.M., Bolstad, B., Dettling, M., Dudoit, S., Ellis, B., Gautier, L., Ge, Y., Gentry, J., Hornik, K., Hothorn, T., Huber, W., Iacus, S., Irizarry, R., Leisch, F., Li, C., Maechler, M., Rossini, A.J., Sawitzki, G., Smith, C., Smyth, G., Tierney, L., Yang, J.Y. and Zhang, J. (2004). Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 5: R80. Görlach, J., Beck, A., Henstrand, J.M., Handa, A.K., Herrmann, K.M., Schmid, J. and Amrhein, N. (1993). Differential expression of tomato (Lycopersicon esculentrum L.) genes encoding shikimate pathway isozymes.l. 3-deoxy-D-arabino-heptulosonate 7-phosphate synthase. Plant Mol. Biol. 23(3): 697-706 Gosset G. (2009). Production of aromatic compounds in bacteria. Curr. Opin. Biotechnol. 20:651-658. Gosset, G., Bonner, C. A. and Jensen, R. A. (2001). Microbial origin of plant-type 2-keto-3-deoxy-Darabino-heptulosonate 7-phosphate synthases, exemplified by the chorismate- and tryptophan-regulated enzyme from Xanthomonas campestris. J. Bacteriol. 183: 4061–4070. Halls, C. and Yu, O. (2007). Potential for metabolic engineering of resveratrol biosynthesis. Trends Biotechnol. 26(2): 77-81. Hardin, S.C., Winter, H. and Huber, S.C. (2004). Phosphorylation of the amino terminus of maize sucrose synthase in relation to membrane association and enzyme activity. Plant Physiol. 134: 1427-1438. Hartmann, M., Heinrich, G. and Braus, G.H. (2001). Regulative fine-tuning of the two novel DAHP isoenzymes aroRp and aroGp of the filamentous fungus Aspergillus nidulans. Arch Microbiol 175(2): 112-121. He, Y. and Li, J. (2001). Differential expression of triplicate phosphoribosylanthranilate isomerase isogenes in the tryptophan biosynthetic pathway of Arabidopsis thaliana (L.) Heynh. Planta 212: 641-647.
74
Herrmann, K,M. (1995). The shikimate pathway as an entry to aromatic secondary metabolism. Plant Physiol. 107: 7-12. Herrmann, K.M. and Weaver, L.M. (1999). The shikimate pathway. Annu. Rev. Plant. Physiol. Plant. Mol. Biol. 50: 473-503.
Hirner, A., Ladwig, F., Stransky, H., Okumoto, S., Keinath, M., Harms, A., Frommer, W.B. and Koch, W. (2006). Arabidopsis LHT1 is a high-affinity transporter for cellular amino acid uptake in both root epidermis and leaf mesophyll. Plant Cell 18: 1931-1946.
Hossain T, Rosenberg I, Selhub J, Kishore G, Beachy R, Schubert K. (2004) Enhancement of folates in plants through metabolic engineering. Proc. Natl. Acad. Sci. USA 101(14):5158–5163.
Huber, S.C. and Hardin, S.C. (2004). Numerous posttranslational modifications provide opportunities for the intricate regulation of metabolic enzymes at multiple levels. Curr. Opin. Plant Biol. 7: 318-322.
Ikeda, Y., Men, S., Fischer, U., Stepanova, A.N., Alonso, J.M., Ljung, K. and Grebe, M. (2010). Local auxin biosynthesis modulates gradient-directed planar polarity in Arabidopsis. Nature Cell Biol. 11(6): 731-738.
Kanno, T., Komatsu, A., Kasai, K., Dubouzet, J.G., Sakurai, M., Ikejiri-Kanno, Y., Wakasa, K. and Tozawa, Y. (2005). Structure-based in vitro engineering of the anthranilate synthase, a metabolic key enzyme in the plant tryptophan pathway. Plant Physiol. 138: 2260-2268.
Karpf, M. and Trussardi, R. (2009). Efficient Access to Oseltamivir Phosphate (Tamiflu) via the O-Trimesylate of shikimic acid ethyl ester. Angew. Chem. Int. Ed. 48: 5760-5762.
Keith, B., Dong, X., Ausubel, F.M. and Fink, G. (1991). Differential induction of 3-deoxy-D-arabino-heptulosonate 7-phosphate synthase genes in Arabidopsis thaliana by wounding and pathogenic attack. Proc. Natl. Acad. Sci. USA 88: 8821-8825.
Kelley, L.A., and Sternberg, M.J.E. (2009). Protein structure prediction on the Web: a case study using the Phyre server. Nat. Protocols 4: 363-371. Kisaka, H., Kisaka, M., and Kameya, T. (1996). Characterization of interfamilial somatic hybrids between 5-methyltryptophan resistant rice (Oriza sativa L.) and 5MT-sensitive carrot (Daucus carota L.); expression of resistance to 5MT by the somatic hybrids. Breeding Science 46: 221-226. Kowalczyk, M. and Sandberg, G. (2001). Quantitative analysis of indole-3-acetic acid metabolites in Arabidopsis. Plant Physiol. 127: 1845-1853. Kreps, J.A., Ponappa, T., Dong, W. and Town, C.D. (1996). Molecular basis of α-methyltryptophan resistance in amt-1, a mutant of Arabidopsis thaliana with altered tryptophan metabolism. Plant Physiol. 110: 1159-1165.
75
Kunzler, M., Paravicini, G., Egli, C.M., Irniger, S. and Braus, G.H. (1992). Cloning, primary structure and regulation of the ARO4 gene, encoding the tyrosine-inhibited 3-deoxy-D-arabino-heptulosonate-7-phosphate synthase from Saccharomyces cerevisiae. Gene 113: 67-74.
Last, R.L., Bissinger, P.H., Mahoney, D.J., Radwanski, E.R. and Fink, G.R. (1991). Tryptophan mutants in Arabidopsis: the consequences of duplicated tryptophan synthase β genes. Plant Cell 3: 345-358.
Lee, Y., Foster, J., Chen, J., Voll, L., Weber, A.P.M. and Tegeder, M. (2007). AAP1 transports uncharged amino acids into roots of Arabidopsis. Plant J. 50: 305-319.
Leonhardt, N., Kwak, J.M., Robert, N., Waner, D., Leonhardt, G. and Schroeder, J.I. (2004). Microarray expression analyses of Arabidopsis guard cells and isolation of a recessive abscisic acid hypersensitive protein phosphatase 2C mutant. Plant Cell 16: 596-615.
Leyser, O. (2006). Dynamic integration of auxin transport and signalling. Curr Biol 16: R424-433. Li, J. and Last, R.L. (1996). The Arabidopsis thaliana trp5 mutant has a feedback-resistant anthranilate synthase and elevated soluble tryptophan. Plant Physiol. 110: 51-59.
Ljung, K., Hull, A.K., Kowalczyk, M., Marchant, A., Celenza, J., Cohen, J.D., and Sandberg, G. (2002). Biosynthesis, conjugation, catabolism and homeostasis of indole-3-acetic acid in Arabidopsis thaliana. Plant Mol. Biol. 49: 249-272. Ljung, K., Hull, A.K., Celenza, J., Yamada, M., Estelle, M., Normanly, J., and Sandberg, G. (2005). Sites and regulation of auxin biosynthesis in Arabidopsis roots. Plant Cell 17: 1090-1104. Ogino, T., Garner, C., Markley, J.L. and Herrmann, K.M. (1982). Biosynthesis of aromatic compounds: 13C NMR spectroscopy of whole Escherichia coli cells. Proc. Natl. Acad. Sci. USA 79: 5828-5832.
Maeda, H., Shasany, A.K., Schnepp, J., Orlova, I., Taguchi, G., Cooper, B.R., Rhodes, D., Pichersky, E., and Dudareva, N. (2010). RNAi suppression of Arogenate Dehydratase1 reveals that phenylalanine is synthesized predominantly via the arogenate pathway in petunia petals. Plant Cell 22, 832-849. Mano, Y., Nemoto, K., Suzuki, M., Seki, H., Fujii, I., and Muranaka, T. (2010). The AMI1 gene family: indole-3-acetamide hydrolase functions in auxin biosynthesis in plants. J. Exp. Bot. 61: 25-32. Mascarenhas, J.P. and Hamilton, D.A. (1992). Artifacts in the localization of GUS activity in anthers of petunia transformed with a CaMV 35S-GUS construct. Plant J. 2: 405-408
76
McClandis, R.J. and Herrmann, K.M. (1978). Iron, an essential element for biosynthesis of aromatic compounds. Proc. Natl. Acad. Sci. USA 75(10): 4810-4813.
Mobley, E.M., Kunkel, B.N. and Keith, B. (1999). Identification, characterization and comparative analysis of a novel chorismate mutase gene in Arabidopsis thaliana. Gene 240: 115-123.
Murashige, T., and Skoog, F. (1962). A revised medium for rapid growth and bioassays with tobacco cultures. Plant Physiol 15, 25. Normanly, J., Cohen, J.D. and Fink, G.R. Arabidopsis thaliana auxotrophs reveal a tryptophan-independent biosynthetic pathway for indole-3-acetic acid. Proc. Natl. Acad. Sci. USA 90: 10355-10359.
Ouyang, J., Shao, X. and Li, J. (2000). Indole-3-glycerol phosphate, a branchpoint of indole-3-acetic acid biosynthesis from the tryptophan biosynthetic pathway in Arabdiopsis thalianan. Plant J. 24: 327-333
Paponov, I.A., Teale, W.D., Trebar, M., Blilou, I., and Palme, K. (2005). The PIN auxin efflux facilitators: evolutionary and functional perspectives. Trends Plant Sci. 10: 170-177. Petrášek, J., Mravec, J., Bouchard, R., Blakeslee, J.J., Abas, M., Seifertová, D., Wisniewska, J., Tadele, Z., Kubes, M., Covanová, M., Dhonukshe, P., Skupa, P., Benková, E., Perry, L., Krecek, P., Lee, O.R., Fink, G.R., Geisler, M., Murphy, A.S., Luschnig, C., Zazimalová, E. and Friml, J. (2006). PIN proteins perform a rate-limiting function in cellular auxin efflux. Science 312: 858-860. Petersson, S.V., Johansson, A.I., Kowalczyk, M., Makoveychuk, A., Wang, J.Y., Moritz, T., Grebe, M., Benfey, P.N., Sandberg, G., and Ljung, K. (2009). An auxin gradient and maximum in the Arabidopsis root apex shown by high-resolution cell-specific analysis of IAA distribution and synthesis. Plant Cell 21: 1659-1668.
Powles, S.B. (2008). Evolved glyphosate-resistant weeds around the world: lessons to be learnt. Pest Manag. Sci. 64: 360-365.
Provart, N. and Zhu, T. (2003). A Browser-based Functional Classification SuperViewer for Arabidopsis Genomics. Currents in Computational Molecular Biology 2003: 271-272.
Radwanski, E.R, Barczak, A.J. and Last, R.L. (1996) Characterization of tryptophan synthase alpha subunit mutants of Arabidopsis thaliana. Mol. Gen. Genet. 253: 353-361.
Ramani, S., Patil, N. and Jayabaskaran, C. (2010). UV-B induced transcript accumulation of DAHP synthase in suspension-cultured Catharanthus roseus cells. J Mol. Signal. 5: 13.
Razal, R.A., Ellis, S., Singh, S., Lewis N.G. and Neil Towers, H. (1996). Nitrogen recycling in phenylpropanoid metabolism. Phytochemistry 41(1): 31-35.
77
Rippert, P. and Matringe, M. (2002). Purification and kinetic analysis of the two recombinant arogenate dehydrogenase isoforms of Arabidopsis thaliana. Eur. J. Biochem. 269: 4753-4761.
Rippert, P., Puyaubert, J., Grisollet, D., Derrier, L. and Matringe, M. (2009). Tyrosine and phenylalanine are synthesized within the plastids in Arabidopsis. Plant Physiol. 149: 1251-1260.
Roberts, F., Roberts, C.W., Johnson, J.J., Kyle, D.E., Krell, T., Coggins, J.R., Coombs, G.H., Milhous, W.K., Tzipori, S., Ferguson, D.J.P., Chakrabarti, D. and McLeod, R. (1998). Evidence for the shikimate pathway in apicomplexan parasites. Nature 393: 801-805 Roberts, C.W., Roberts, F., Lyons, R.E., Kirisits, M.J., Mui, E.J., Finnerty, J., Johnson, J.J., Ferguson, D.J.P., Coggins, J.R., Krell, T., Coombs, G., Milhous, W.K., Kyle, D.E., Tzipori, S., Barnwell, J., Dame, J.B., Carlton, J. and McLeod, R. (2002). The shikimate pathway and its branches in apicomplexan parasites. J. Infect. Dis. 185(Suppl 1): S25-36
Rohloff, J.C., Kent, K.M., Postich, M.J., Becker, M.W., Chapman, H.H., Kelly, D.E., Lew, W., Louie, M.S., McGee, L.R., Prisbe, E.J., Schultze, L.M., Yu, R.H. and Zhang, L. (1998). Practical total synthesis of the anti-Influenza drug GS-4104. J. Org. Chem. 63: 4545-4550.
Rubin, J.L. and Jensen, R.A. (1985). Differentially regulated isozymes of 3-Deoxy-D-arabino-heptulosonate-7-phosphate synthase from seedlings of Vigna radiata [L.] Wilczek. Plant Physiol. 79: 711-718.
Sabatini, S., Beis, D., Wolkenfelt, H., Murfett, J., Guilfoyle, T., Malamy, J., Benfey, P., Leyser, O., Bechtold, N., Weisbeek, P. and Scheres, B. (1999). An auxin-dependent distal organizer of pattern and polarity in the Arabidopsis root. Cell 99(5): 463-472
Sanders, A., Collier, R., Trethewy, A., Gould, G., Sieker, R. and Tegeder, M. (2009). AAP1 regulates import of amino acids into developing Arabidopsis embryos. Plant J. 59: 540-552
Sasso, S., Ökvist, M., Roderer, K., Gamper, M., Codoni, G., Krengel, U. and Kast, P. (2009). Structure and function of a complex between chorismate mutase and DAHP synthase: efficiency boost for the junior partner. EMBO 28: 2128-2142.
Sato, K., Mase, K., Nakano, Y., Nishikubo, N., Sugita, R., Tsuboi, Y., Kajita, S., Zhou, J., Kitano, H. and Katayama, Y. (2006). 3-deoxy-D-arabino-heptulosonate 7-phosphate synthase is regulated for the accumulation of polysaccharide-linke hydroxycinnamoyl esters in rice (Oriza sativa L.) internode cell walls. Plant Cell 25: 676-688.
Schnappauf, G., Hartmann, M., Kunzler, M. and Braus, G.H. (1998). The two 3-deoxy-D-arabino-heptulosonate-7-phophate synthase isozymes from Saccharomyces cerevisiae show different kinetic modes of inhibition. Arch Microbiol. 169: 517-524.
78
Schönbrunn, E., Eschenburg, S., Shuttleworth, W.A., Schloss, J.V., Amrhein, N., Evans, J.N.S. and Kabsch, W. (2001). Interaction of the herbicide glyphosate with its target 5-enolpyruvyl-shikimate 3-phosphate synthase in atomic details. Proc. Natl. Acad. Sci. USA 98(4): 1376-1380.
Shahinas, D. (2008). Structural and functional insights on regulation by phenolic compounds. MSc. Thesis Cell and System Biology. Toronto, University of Toronto.
Shumilin, I., A., Zhao, C., Bauerle, R. and Kretsinger, R., H. (2002). Allosteric inhibition of 3-Deoxy-D-arabino-heptulosonate-7-phosphate synthase alters the coordination of both substrates. J. Mol. Biol. 320: 1147-1156.
Song, H-S., Brotherton, J.E., Gonzales, R.A. and Wildholm, J.M. (1998). Tissue culture-specific expression of a naturally occurring tobacco feedback-insensitive anthranilate synthase. Plant Physiol. 117: 533-543.
Spraggon, G., Kim, C., Nguyen-Huu, X., Yee, M-C., Yanofsky, C. and Mills, S.E. (2001). The structure of anthranilate synthase of Serratia marcescens crystallized in the presence of (i) its substrate, chorismate and glutamine, and a product, glutamate, and (ii) its end-product inhibitor, L-tryptophan. Proc. Natl. Acad. Sci. USA 98: 6021-6026.
Steinrüken, H.C. and Amrhein, N. (1980). The herbicide glyphosate is a potent inhibitor of 5-enolpyruvyl-shikimic acid-3-phosphate synthase. Biochemical and biophysical research communications. 94(4): 1207-1212.
Stephens, C.M. and Bauerle, R. (1991). Analysis of the metal requirement of 3-Deoxy-D-arabino-heptulosonate-7-phosphates synthase from Escherichia coli. J. Biol. Chem. 266(31): 20810-20817. Storozhenko, S., Brouwer, V.D., Volckaert, M., Navarrete, O., Blancquaert, D., Zhang, G.F., Lambert, W. and Van Der Straeten, D. (2007). Folate fortification of rice by metabolic engineering. Nature Biotech. 25(11): 1277-1279. Subramaniam, P.S., Xie, G., Xia, T. and Jensen RA. (1998). Substrate ambiguity of 3-deoxy-D-manno-octulosonate 8-phosphate synthase from Neisseria gonorrhoeae in the context of its membership in a protein family containing a subset of 3-deoxy-D-arabino-heptuosonate 7-phosphate synthases. J. Bacteriol. 180(1): 119-127. Swarup, K., Benková, E., Swarup, R., Casimiro, I., Péret, B., Yang, Y., Parry, G., Nielsen, E., De Smet, I., Vanneste, S., Levesque, M.P., Carrier, D., James, N., Calvo, V., Ljung, K., Kramer, E., Roberts, R., Graham, N., Marillonnet, S., Patel, K., Jones, J.D.G., Taylor, C.G., Schachtman, D.P., May, S., Sandberg, G., Benfey, P., Friml, I., Kerr, I., Beeckman, T., Laplaze, L. and Bennett, M.J. (2008). The auxin influx carrier LAX3 promotes lateral root emergence. Nature Cell Biol. 10(8): 946-954.
79
Tam, Y.Y., Epstein, E. and Normanly, J. (2000). Characterization of auxin conjugates in Arabidopsis. Low steady-state levels of indole-3-acetyl-aspertate, indole-3-acetyl-glutamate, and indole-3-acetyl-glucose. Plant Physiol. 123: 589-595. Tamura, K., Dudley, J., Nei, M., and Kumar, S. (2007). MEGA4: Molecular Evolutionary Genetics Analysis (MEGA) software version 4.0. Mol Biol Evol 24: 1596-1599. Thimm, O., Blasing, O., Gibon, Y., Nagel, A., Meyer, S., Kruger, P., Selbig, J., Muller, L.A., Rhee, S.Y. and Stitt, M. (2004). MAPMAN: a user-driven tool to display genomics data sets onto diagrams of metabolic pathways and other biological processes. Plant J 37: 914-939. Tozawa, Y., Hasegawa, H., Terakawa, T. and Wakasa, K. (2001). Characterization of rice anthranilate synthase α-subunit genes OASA1 and OASA2. Tryptophan accumulation in transgenic rice expressing a feedback-insensitive mutant of OASA1. Plant Physiol. 126: 1493-1506. Tromas, A., Paponov, I., and Perrot-Rechenmann, C. (2010). AUXIN BINDING PROTEIN 1: functional and evolutionary aspects. Trends Plant Sci. 15: 436-446. Tromas, A. and Perrot-Rechenmann, C. (2010). Recent progress in auxin biology. C. R. Biologies 333: 297-306. Tukey, J. (1977). Exploratory Data Analysis. (Reading, MA: Addison-Wesley). Tusher, V.G., Tibshirani, R. and Chu, G. (2001). Significance analysis of microarrays applied to the ionizing radiation response. Proc Natl Acad Sci U S A 98: 5116-5121. Tzin, V., Malitsky, S., Aharoni, A., and Galili, G. (2009). Expression of a bacterial bi-functional chorismate mutase/prephenate dehydratase modulates primary and secondary metabolism associated with aromatic amino acids in Arabidopsis. Plant J. 60: 156-167. Tzin, V. and Galili, G. (2010). New insights into the shikimate and aromatic amino acids biosynthesis pathways in plants. Mol. Plant 3(6): 956-972. Ulmasov, T., Murfett, J., Hagen, G. and Guilfoyle, T.J. (1997). Aux/IAA proteins repress expression of reporter genes containing natural and highly active synthetic auxin response elements. Plant Cell 9: 1963-1971. Vandenbussche, F., Petrášek, J., Žádnikova, P., Hoyerová, K., Pešek, B., Raz, V., Swarup, R., Bennett, M., Zažimalova, E., Benková, E. and Van Der Straeten, D. (2010). The auxin influx carriers AUX1 and LAX3 are involved in auxin-ethylene interactions during apical hook development in Arabidopsis thaliana seedlings. Development 137(4): 597-605 Vigeolas, H., Geigenberger, P. (2004). Increased levels of glycerol-3-phosphate lead to a stimulation of flux into triacylglycerol synthesis after supplying glycerol to developing seeds of Brassica napus L. in planta. Planta 219: 827-835.
80
Vigeolas, H., Waldeck, P., Zank, T. and Geigenberger, P. (2007). Increasing seed oil content in oil-seed rape (Brassica napus L.) by over-expression of a yeast glycerol-3-phosphate dehydrogenase under the control of a seed-specific promoter. Plant Biothecnology J. 5: 431-441. Vila-Aiub, M.M., Vidal, R.A., Baldi, M.C., Gundel, P.E., Trucco, F. and Ghersa, C.M. (2008). Glyphosate-resistant weeds of South American cropping systems: an overview. Pest Manag. Sci. 64L366-371. Voll, L., M., Allaire, E., E., Fiene, G. and Weber, P., M. (2004). The Arabidopsis phenylalanine insensitive growth mutant exhibits a deregulated amino acid metabolism. Plant Physiol. 136: 1-12. Weaver, L.M. and Herrmann, K.M. (1997). Dynamics of the shikimate pathway in plants. Trends Plant Sci. 2(9): 346-351. Webby, C.J., Baker, H.M., Lott, S., Baker, E.N. and Parker, E.J. (2005a). The structure of 3-Deoxy-D-arabino-heptulosonate 7-phosphate synthase from Mycobacterium tuberculosis reveals a common catalytic scaffold and ancestry for type I and type II enzymes. J. Mol. Biol. 354: 927-939. Webby, C.J., Patchett, M.L. and Parker, E.J. (2005b). Characterization of a recombinant type II 3-deoxy-D-arabinoheptulosonate-7-phosphate synthase from Helicobacter pylori. Biochem J. 390: 223-230.
Webby, C.J., Jaio, W., Hutton, R.D., Blackmore, N.J., Baker, H.M., Baker, E.N., Jameson, G.B. and Parker, E.J. (2010). Synergistic allostery: A sophisticated regulatory network for the control of aromatic amino acid biosynthesis in mycobacterium tuberculosis. J. Biol. Chem. 285(40): 30567-30576.
Widholm, J.M. (1972). Cultured Nicotina tabacum cells with an altered anthranilate synthetase which is less sensitive to feedback inhibition. Biochimica et Biophysica Acta (BBA) – General Subjects 261: 52-58.
Winter, D., Vinegar, B., Nahal, H., Ammar, R., Wilson, G.V. and Provart, N.J. (). An “electronic fluorescent pictograph” browser for exploring and analyzing large-scale biological data sets. PloS ONE 2(8): e718. doi:10.1371/journal.pone.0000718
Woodward, A.W. and Bartel, B. (2005). Auxin: regulation, action and interaction. Ann. Botany 95: 707-735.
Wu, Z., Irizarry, R.A., Gentleman, R., Martinez-Murillo, F. and Spencer, F. (2004). A Model-Based Background Adjustment for Oligonucleotide Expression Arrays. J. Am. Stat. Assoc. 99: 9.
81
Yamada, T., Matsuda, F., Kasai, K., Fukuoka, S., Kitamura, K., Tozawa, Y., Miyagawa, H. and Wakasa, K. (2008). Mutation of a rice gene encoding a phenylalanine biosynthetic enzyme results in accumulation of phenylalanine and tryptophan. Plant Cell 20: 1316-1329.
Yan, Y., Stolz, S., Chételat, A., Reymond, P., Pagni, M., Dubugnon, L. and Farmer, E.E. (2007). A downstream mediator in the growth repression limb of the jasmonate pathway. Plant Cell 19: 2470-2483.
Yang, Y., Hammes, U.Z., Taylor, C.G., Schachtman, D.P. and Nielsen, E. (2006). High-affinity auxin transport by the AUX1 influx carrier protein. Current Biol. 16: 1123-1127.
Zhao, Y., Christensen, S.K., Fankhauser, C., Cashman, J.R., Cohen, J.D., Weigel, D. and Chory, J. (2010). A role for flavin monooxygenase-like enzymes in auxin biosynthesis. Science 291: 306-309.