Numerous compounds inducing leaf vein pattern defects target auxin biology.
Abstract
The critical role of veins in transporting water, nutrients, and signals suggests that some key regulators of vein formation may be genetically redundant and, thus, undetectable by forward genetic screens. To identify such regulators, we screened more than 5000 structurally diverse small molecules for compounds that alter Arabidopsis (Arabidopsis thaliana) leaf vein patterns. Many compound-induced phenotypes were observed, including vein networks with an open reticulum; decreased or increased vein number and thickness; and misaligned, misshapen, or nonpolar vascular cells. Further characterization of several individual active compounds suggests that their targets include hormone cross talk, hormone-dependent transcription, and PIN-FORMED trafficking.
The directional flow of auxin is the primary agent guiding the formation of vein networks, according to the original auxin canalization model for plant vein patterning (Sachs, 1991; Nelson and Dengler, 1997). Many experimental data now augment this model with mechanistic detail, such as the dynamic localization of auxin transporters during development (Gälweiler et al., 1998; Friml et al., 2003; Benková et al., 2003). Initially, the intercellular flow of auxin is random, but PIN-FORMED (PIN) transporters with polar localization in cell membranes gradually direct auxin flow toward a single “canal” that subsequently differentiates into a connected line of vascular cells. Based on the observed dynamic changes in leaf PIN1 expression and orientation, epidermal auxin convergence points among leaf marginal cells appear to guide the position of major veins. The subsequent inward directional flow of auxin guides vascular strand formation toward preexisting veins (Scarpella et al., 2006).
Numerous regulators of vein patterning in Arabidopsis (Arabidopsis thaliana) have been identified by a combination of genetic screens, inhibitor studies, and vascular cell profiling (Cano-Delgado et al., 2010; Gandotra et al., 2013). Among the venation factors identified are those with roles in auxin signaling and transport (Hardtke and Berleth, 1998; Hobbie et al., 2000; Hamann et al., 2002; Mattsson et al., 1999; Candela et al., 2007; Péret et al., 2012), leaf development (Robles et al., 2010), and cell biological processes (Steinmann et al., 1999; Koizumi et al., 2005; Sieburth et al., 2006; Naramoto et al., 2014), including sterol and lipid biosynthesis (Schrick et al., 2000; Carland et al., 2002; Souter et al., 2002; Carland and Nelson, 2009; Naramoto et al., 2009; Tejos et al., 2014). However, given the critical role of veins for the transport of photosynthate, water, and signaling molecules, it is likely that some components and regulators are present in multiple copies and, thus, undetectable in typical genetic screens. Approximately two-thirds of Arabidopsis genes have at least one close relative, and more than one-third belong to gene families with five or more members (Blackwell and Zhao, 2003).
A chemical biology approach offers an alternative method to identify the components of developmental signaling pathways, including genetically redundant or knockout-lethal ones (Kawasumi and Nghiem, 2007). The ability of bioactive small molecules to act on and to reveal targets specifically, rapidly, and reversibly in a concentration-dependent manner makes them ideal as probes of developmental processes (Blackwell and Zhao, 2003; Yeh and Crews, 2003; Han et al., 2009). The application and removal of active compounds can be limited in time and space, to determine critical periods and to overcome lethality (Tavassoli et al., 2011). For example, this approach has been useful for manipulating the Hedgehog (Hh), Wnt, and bone morphogenic protein signaling pathways (Sakata and Chen, 2011).
A phenotypic screen of chemical libraries is hypothesis-generating, in that candidate compounds are recovered based on their bioactivity, without prior knowledge of their target proteins (Kawasumi and Nghiem, 2007). The bioactivities of libraries of compounds tested under a broad spectrum of conditions are archived in community databases in an ongoing manner (Wagner and Clemons, 2009). Thus far, most compounds have been assayed for the induction of phenotypes on human cell lines, although data are accumulating for the generation of plant phenotypes. In plants, the abscisic acid receptor was identified in a chemical genetic screen after classical genetic strategies were unsuccessful (Park et al., 2009). Chemical agonists and antagonists have similarly been identified for plant endomembrane systems, hormonal signaling pathways, and other features (Yamazoe et al., 2005; Gendron et al., 2008; Tsuchiya et al., 2010; Drakakaki et al., 2011; He et al., 2011; Hicks and Raikhel, 2012; Stokes and McCourt, 2014).
Vein development is regulated by the small molecule hormone auxin, suggesting that the process can be perturbed by exogenous small molecules (Tsuchiya et al., 2010). Indeed, the application of small molecule polar auxin transport inhibitors (PATI) severely disrupts leaf vascular cell polarity and alignment by restricting the flow of auxin to leaf margins (Mattsson et al., 1999; Sieburth, 1999). One such PATI, 1-N-naphthylphthalamic acid (NPA), binds to an actin-interacting peripheral plasma membrane protein that appears to be a regulatory component of the auxin efflux carrier complex (Rubery, 1990; Muday, 2000). A screen for mutants resistant to another compound, the antiauxin p-chlorophenoxyisobutyric acid (PCIB), identified a novel component of auxin signaling (Biswas et al., 2007), reinforcing the value of the chemical interference approach. Bioactive chemicals are likely to expand the range of phenotypes that can inform the theoretical modeling of the development of leaf vein patterns, which are currently limited to the pattern variants produced by genetic mutants (Rolland-Lagan and Prusinkiewicz, 2005).
In this study, we identify compounds able to perturb vein patterns in developing Arabidopsis leaves, using high-throughput phenotypic screening of chemical libraries. We identify a range of specific compounds that can induce novel vein patterns and that point to previously undetected regulators of vascular networks. We analyze nine specific compounds producing particularly strong phenotypes in three classes. Their characterization suggests that their targets include hormone cross talk, hormone-dependent transcription, and PIN trafficking.
RESULTS
High-Throughput Identification of Compounds Affecting Vein Patterning
We identified compounds with activity on vein patterning from a large and diverse collection of small molecules, using a 96-well plate assay that revealed leaf xylem cell abnormalities in 12-d-old seedlings. Tracheary elements, the main conducting cells of xylem, are visible in leaves cleared of chlorophyll and serve as reporters of vein pattern defects (Fig. 1A). We screened three collections of small molecules: (1) the library of compounds active on Arabidopsis (LATCA; approximately 3600 compounds), (2) 800 natural product molecules, and (3) approximately 1120 compounds from a commercially available library of diverse compounds. Numerous compounds affecting vein pattern (CAVPs) were identified in these collections and categorized into phenotypic classes.
We selected nine CAVPs representing three phenotypic classes for further study because they demonstrated reproducible effects, acted in a dose-dependent manner, and were commercially available. Compounds were named for their elicited phenotype and included PATI-1 to -4, hypervascular pattern (HYVP)-1 to -3, and open vein pattern (OVP)-1 and -2 (Supplemental Table S1).
PATIs
A large group of previously uncharacterized compounds caused vein patterning changes similar to those of known PATIs and of the pin1 mutant (Mattsson et al., 1999; Sieburth, 1999). In control leaves, lateral or secondary veins branch from the prominent centrally positioned midvein. The later-forming higher order veins, including tertiary and quaternary orders, are positioned between lateral veins to produce a highly reticulated network of connected veins (Fig. 1A). To assist with visualizing leaf vein patterns, we used a glabrous (gl1) background that shows a response to chemicals, such as the PATI 2,3,5-triiodobenzoic acid (TIBA), similar to that of wild type (Fig. 1A). Leaves of plants treated with PATI-1 to -4 were characterized by a thickened marginal vascular ring, decreased higher order vein network, bifurcated apical midvein, and an enlarged, displaced midrib (Fig. 1B; Supplemental Figs. S1, A–C, and S2A). PATI-3 was the most potent compound, with PATI-4, PATI-3, and PATI-1 positioned in the order of decreasing potency. Rosettes were compacted, with shortened petioles and smooth-margined leaves due to loss of leaf serrations. Although cotyledon vein networks are established during embryogenesis, prior to administration of test compounds, they were still susceptible to perturbation. New postgermination vascular growth in the radial axis was affected by compound exposure evidenced by vein number reduction accompanied by misaligned vascular cells (Supplemental Fig. S1, B and C).
HYVP
Plants treated with compounds in the HYVP class exhibited thickened veins and an increase in vein reticularization at screening levels (Fig. 1C; Supplemental Figs. S1, D–F, and S2B). In addition, late-forming leaves (the fifth leaf and above) exhibited PATI-like vein patterning aberrations, including a thickened marginal vein, a reduction in higher vein orders, and a prominent midrib (Fig. 1C). The auxin efflux transporter PIN1 is the earliest known marker for vein formation with expression preceding vascular cell formation (Scarpella et al., 2006). PIN1::GFP localization in HYVP-1-treated seedlings revealed extensive branching in developing leaves, indicating that the highly reticulated pattern is established early in development (Fig. 1D). The HYVP class represents a novel phenotype since no mutants with increased branching have been recovered from traditional screens (Scarpella and Meijer, 2004).
OVP
Two compounds converted the normally closed leaf vein reticulum to an open network. OVP-1 caused irregular vein formation with reduced branching and thickened veins with misaligned and poorly differentiated vascular cells, particularly at higher doses (Fig. 1E; Supplemental Figs. S1, G and H, and S2, C and D). OVP-2 caused an increase in free vein endings composed of irregular vascular cell morphology and differentiation (Fig. 1F; Supplemental Figs. S1I and S2E). In contrast to vein connectivity-reducing mutations such as cvp2 (Carland and Nelson, 2004), forked1(fkd1), and fkd2 (Steynen and Schultz, 2003), the overall vein pattern of OVP-2-treated leaves was dramatically altered and exhibited a reduced number of thickened lateral veins, regions of poorly differentiated vascular cells, and bifurcated vein endings.
The compounds in each of these three classes were subjected to dose-response tests. Subsequent characterization was performed at the minimum dose required to yield representative phenotypes (10 μm for the PATI-1, -2, and -4; 1 μm for PATI-3; 25 μm for HYVPs; and 20 μm for OVPs) to avoid nonspecific effects due to inhibitor promiscuity (Fig. 1; Supplemental Fig. S1). Several of the CAVPs exhibited distinct effects on root and hypocotyl length in addition to their observed effects on leaves (Supplemental Fig. S3, A and B). In HYVP-treated leaves, the petiole was hyperextended with severely reduced lamina formation, sometimes barely exceeding petiole width, particularly at high doses or prolonged exposure (Fig. 1C; Supplemental Figs. S1, D–F, and S3, C–E). An advantage of small molecules is their ability to act temporally so as to manipulate their bioactivity in a conditional manner. The effects of tested CAVPs were completely reversible. When plants were grown on compound-containing media for 17 d and then transferred to compound-free media, new growth resumed at wild-type rates and patterns (Supplemental Fig. S4).
Patterns of Leaf Auxin Accumulation Correlate with CAVP-Induced Vein Pattern Phenotypes
Because auxin influences vein patterning and differentiation, we examined auxin accumulation patterns in the presence of selected active compounds, using the auxin-responsive reporter DR5::GUS (Ulmasov et al., 1997). In light-grown wild-type seedlings, DR5::GUS activity marks incipient veins in developing leaves, progressively diminishing its expression basipetally as veins and leaves mature (Mattsson et al., 2003). In mature leaves and cotyledons, GUS activity is restricted to the apical margin (Fig. 2A). Both PATI and HYVP compounds led to pronounced and expanded domains of GUS reporter expression (Fig. 2B). OVP compounds induced distinct patterns. Young leaves treated with OVP-1 exhibited a normal but reduced auxin accumulation pattern in vascular regions, consistent with the overall compound-induced decrease in vein density (Fig. 2C). Growth on OVP-2-containing media resulted in a persistent and vein-specific auxin accumulation throughout the leaf (excluding the midvein region) and did not diminish progressively from tip to base (Fig. 2D). This sustained DR5::GUS expression pattern parallels the prolonged vascular development associated with increased radial expansion, particularly in the leaf apical regions, and delayed vascular cell differentiation.
To examine whether the compounds acted as auxin mimics or affected auxin response or transport, we used the DR5::GUS reporter to compare auxin activity levels in the root following auxin or CAVP treatment (Fig. 2E). In control seedlings, auxin supplementation induced strong GUS levels throughout the root meristematic and elongation zones. In the presence of NPA, a known PATI, there was no auxin accumulation relative to untreated seedlings. Auxin was restricted to root tips due to failure of auxin redistribution. A similar result was reported for the known PATI TIBA (Surpin et al., 2005). The auxin action inhibitor PCIB (Supplemental Fig. S5) and the specific auxin receptor antagonist PEO-IAA (Hayashi et al., 2012) also strongly prevented DR5::GUS reporter expression, presumably due to inhibition of the auxin response. In tests of CAVP compounds, PATI-1 prevented confluent DR5::GUS expression. PATI-2 showed weak GUS reporter levels in the absence of exogenous auxin and, thus, may possess limited auxin activity, and it did not prevent a robust auxin response. PATI-3 and HYVPs demonstrated auxin responses like that of mock-treated seedlings, even at high concentrations (Supplemental Fig. S5). These results suggest that PATI-2, -3, -4, and HYVPs represent novel compounds able to disrupt leaf vein patterning via mechanisms distinct from the inhibition of auxin transport or auxin responses in the root.
CAVPs Influence Apical Hook Curvature in an Opposing Manner
To characterize further the targets of CAVP treatment, we examined whether CAVPs affected the auxin-ethylene network that regulates hypocotyl apical hook formation. In dark-grown seedlings, the apical hook is formed by the interaction between ethylene and auxin. Ethylene is thought to promote auxin transport and synthesis by redistributing auxin efflux carriers and synthesis components to the underside of the hook to allow the nonuniform accumulation of auxin that produces asymmetric cell elongation and, thus, growth curvature (for review, see Muday et al. [2012]). Ethylene-deficient mutants lack apical hooks because they fail to redistribute PINs and auxin. Treatment with PATI-1 through -4 caused loss of apical hook formation, accompanied by symmetric DR5::GUS reporter expression on both hypocotyl sides, a pattern similar to that for the known PATIs TIBA and NPA (Zádníková et al., 2010; Lehman et al., 1996), and for the antiauxin PCIB (Fig. 3). HYVP-3 had no affect on curvature or auxin accumulation. In contrast, HYVP-1 and -2 resulted in hook curvature with an expanded and robust asymmetric DR5::GUS expression domain, particularly at elevated concentrations, compared to mock-treated controls. These results suggest that HYVPs act mechanistically distinct from PATIs and PCIB, possibly by promoting auxin transport, and are consistent with the HYVP-dependent vein pattern defects characterized by an extensively complex thickened vein network.
PATI-1 and -2 Disrupt PIN2 Cycling
Some previously characterized PATIs appear to inhibit auxin efflux by disrupting intracellular PIN cycling between endosomal and plasma membrane compartments (Geldner et al., 2001). We examined whether CAVPs affected PIN trafficking by monitoring the Brefeldin A (BFA)-mediated aggregation of PIN-GFP-containing endosomes in treated roots. PATI-1 and -2 prevented BFA formation of PIN2-GFP (Xu and Scheres, 2005) in a concentration-dependent manner, similar to the known PATIs TIBA and NPA (Fig. 4A; Supplemental Table S3). They also prevented cycling of PIN2 from the endosomes to the plasma membrane, as revealed by the presence of BFA bodies after BFA wash out (Fig. 4B). In contrast, PATI-3 and -4, HYVP-1 and -2, and OVP-1 and -2 did not affect PIN2-GFP cycling, even at high doses. PIN1-GFP (Benková et al., 2003) responded in a similar manner to the CAVPs (Supplemental Fig. S6). We used the endosomal marker VHA-a1-GFP to investigate whether the PIN trafficking deficient-inducing compounds disrupted movement of additional endosomal proteins (Viotti et al., 2013). TIBA was previously shown to block BFA-dependent endosomal aggregate formation of two additional proteins, suggesting PATIs act by blocking vesicle trafficking (Geldner et al., 2001). Interestingly, as shown in Figure 4C, bioactive levels of TIBA did not inhibit BFA-elicited aggregate formation of VHA-a1-GFP possibly indicating specificity in protein trafficking. Similarly, PATI-1, and PATI-2 had no effect on BFA compartment formation in roots, suggesting that these PATIs may specifically affect PIN cycling rather than affecting membrane trafficking in general. As expected, PATI-3 did not affect BFA-induced VHA-a1-GFP aggregates and served as a control.
CAVPs Elicit Distinct Effects on PIN Transcription
We investigated the PIN RNA levels by quantitative real-time PCR (qRT-PCR) in 7-d-old seedlings following 4-h treatments with CAVPs, TIBA, or NPA. Consistent with previous reports, the known PATIs TIBA and NPA activate PIN1 transcription (Peer et al., 2004; Fig. 5A). Similarly, we found that PATI-1, -3, -4, and -5 (Supplemental Table S2) also increase PIN1 RNA amounts (Fig. 5A). However, PIN1 levels are significantly reduced in the presence of PATI-2. Loss-of-function pin mutants exhibit transcriptional compensation through the activation of additional PIN family members (Vieten et al., 2005). Therefore, we monitored changes in RNA levels of a related member. We found that shoot-expressed PIN7 was reduced by PATI-1 and -2 treatment, relative to the mock-treated control (Fig. 5B). PATI-2 elicits more dramatic vein network defects than PATI-1, suggesting that reduced PIN1 and PIN7 may in part be responsible for the observed PATI-2-mediated severity. Although HYVP-1 and -2 had no effect on PIN1 transcription, HYVP-3 and the antiauxin PCIB reduced PIN1 and in the case of HYVP-3, PIN7 expression levels (Fig. 5, C and D). OVP-1 and -2 had no effect on transcription levels (Supplemental Fig. S7). Etiolated seedlings showed different responses among the HYVPs. The reduction in transcription levels of multiple PIN family members by HYVP-3 maybe contributing to the venation pattern defects. Together, these results suggest that HYVP-3 is mechanistically distinct from HYVP-1 and -2. In summary, PATIs and HYVP-3 affect PIN1 expression generally in an opposing manner.
Candidate Targets for OVPs
OVP-1 Targets a BR-Associated Serine Hydrolase
Prolonged exposure to OVP-1 produced phenotypes resembling that of the sterol methyltransferase (smt) mutants, smt1 and smt3, and cotyledon vascular pattern-1 (cvp1; Supplemental Fig. S1H). We tested the response of smt mutants to OVP-1 treatment and observed severely misaligned and poorly differentiated vascular cells (Supplemental Fig. S8). This enhanced phenotype suggests that OVP-1 does not directly act on SMT enzymes, but amplifies the sterol deficiency, possibly by targeting the BR/sterol regulatory circuitry.
The bioactivity of OVP-1 in other systems supports the hypothesis that it acts on a BR/sterol-related network. We found that OVP-1 and some other CAVPs have bioactivities previously measured in other organisms, compiled in PubChem BioAssay (http://pubchem.ncbi.nlm.nih.gov), SciFinder, and other comprehensive bioactivity databases. (Supplemental Table S1). OVP-1 had been identified as an inhibitor of human protein phosphatase methylesterase1 (hsPME1), a serine hydrolase (SH), which demethylates the catalytic subunit of heterotrimeric PP2A (PP2A-C; Bachovchin et al., 2009). PP2A signaling is highly conserved among eukaryotes (Moorhead et al., 2009). Indeed, there is extensive homology between Arabidopsis protein phosphatase methylesterase (PMES; At4g10050) and human PME1 (Xing et al., 2008; Supplemental Fig. S9). Although Arabidopsis PP2A-C has not yet been shown to interact physically with the PP2A signaling complex, the five-member family of AtPP2A-C (C1–C5) has a role in hormonal pathways (DeLong, 2006). In Arabidopsis, redundant PP2A-C3 and PP2A-C4 regulate auxin transport during embryogenesis, and PP2A-C5 influences BR signaling (Tang et al., 2010; Ballesteros et al., 2013). Furthermore, a C subunit methylation-dependent mechanism is implicated in BR signaling with the identification of leucine carboxyl methyltransferase (LCMT) as a suppressor of bri-5 (sbi1; Wu et al., 2011). LCMT methylates PP2A-C and, thus, has an antagonistic function to PME1.
Initially, we tested whether BR signaling was deficient in compound-grown etiolated seedlings using the BR-repressed reporter CPD::GUS (Mathur et al., 1998). Surprisingly, most CAVPs did not disrupt BR signaling, indicated by the absence of CPD:GUS activation, although there is significant overlap between auxin and BR hormonal signaling (Nemhauser et al., 2004; Supplemental Fig. S10). In contrast, OVP-1 showed bioactivity at levels comparable to the positive control, the BR biosynthetic inhibitor brassinopride (BRP; Gendron et al., 2008; Fig. 6A).
We further identified an insertion mutant in single-copy PMES, predicting that a PME inhibitor would mimic a pmes loss-of-function mutant. Both PMES and OVP-1 enhanced bri1-5 growth defects producing opposite phenotypes than sbi1, which was confirmed with CPD transcriptional analysis (Figs 6, B–D; Supplemental Fig. S11). These results support a BRI1-dependent role for PP2A-C subunit methylation in growth and development and illustrate the close relationship between BR and auxin signaling. Although OVP-1-treated cotyledons mimicked the hemivenata (Candela et al., 2007) phenotype of pmes and sbi1 mutants, the mutants did not show leaf vein pattern alterations (Fig. 6, E and F). These data suggest that OVP-1 may inhibit pmes, as well as affecting additional SHs that collectively affect leaf vein patterns. In addition, our results suggest that OVP-1 acts early to influence BR gene expression, which may subsequently affect vein patterning.
OVP-2 and Plant MAPKKK Signaling
OVP-2 had been previously identified as an inhibitor of the human MAPKKK, TAK1 kinase (Lockman et al., 2011). Because OVP-2-induced properties included an increase in free vein endings and, thus, phenocopied the lipid signaling cvp2 mutant (Carland and Nelson, 2004) and because MAPK signaling is integrated in the lipid network, we tested OVP-2 response in cvp2 mutants (Supplemental Fig. S12). cvp2 mutant cotyledons showed characteristics of both compound-induced and cvp2 mutants. Assuming OVP-2 is an antagonist, this result suggests that the small molecule and CVP2 act in independent pathways. To examine structure function relationships, we also tested commercially available OVP-2 analogs with minimal activity toward human TAK1 Kinase (Supplemental Table S2). As predicted, OVP-2B had no bioactivity in the hypocotyl bioassay or in vein patterning. Surprisingly, OVP-2A induced multiple responses distinct from OVP-2 but resembling those of PATIs. These included an open apical hook under dark-grown conditions and a PATI-like vein pattern (Supplemental Fig. S13). However, OVP-2A had no effect on PIN cycling and therefore may interfere with other cellular events (Fig. 4A). Together, these results suggest that OVP-2 is not targeting CVP2 but may be affecting a single or multiple MAPKKK family members. In the latter case, chemical modifications of OVP2A resulted in novel activities, possibly due to the substituent group that compromised its ability to inhibit multiple MAPKKKs. Additional functions associated with CAVP chemicals derived from databases are listed in Supplemental Table S1.
Auxin and Ethylene Signaling Mutants Exhibit Insensitivity to PATI and HYVP Compounds; gnom Mutants Are Highly Sensitive to PATIs
Auxin signaling mutants are reported to exhibit insensitivity to the PATI NPA (Ruegger et al., 1997); therefore, we tested auxin resistant1-12 (axr1-12; Lincoln et al., 1990) response to PATI-1 and -3, as well as HYVP-1 and -2, as there was overlap in their bioactivity. In the presence of the tested PATIs, axr1-12 displayed increased resistance characterized by a less severe compound-induced response (Fig. 7A). axr1-12 was dramatically insensitive to HYVP-1 and -2, closely resembling reduced vascular branching pattern of axr1-12. The insensitivity of auxin and ethylene signaling mutants to PATIs and HYVPs was also observed in root inhibition assays (Fig. 7B). This suggests that auxin signaling is required for compound-induced vascular alterations and that the compounds may be targeting components of that signaling. The ADP ribosylation factor guanine exchange factor (ARF-GEF) GNOM is a BFA-sensitive mediator of PIN cycling (Steinmann et al., 1999; Geldner et al., 2003). Because some PATIs disrupted PIN trafficking, we investigated the responsiveness of the gnom mutant to these compounds. PATI-1 and -3 treatment elicited a dramatic response in which cotyledon vascular cells over-proliferated to form an extensive vascularized mass (Fig. 7C). This synergistic interaction implies a role for PATI-1 and -3 in an overlapping pathway with GNOM, possibly as inhibitors of additional redundant ARF-GEFs or more generally in vesicle trafficking (Richter et al., 2007). We were unable to test the responsiveness of seedling-lethal gnom to HYVPs because these compounds do not elicit any cotyledon phenotypes.
PATI-1 Functions as an Actin Depolymerizing Agent
We hypothesized that endosome transport-associated actin could be a target of PATI-1 because it affected vesicle transport of GFP tagged-PIN1 and -PIN2 and elicited such a dramatic response in gnom mutants. We investigated the effect of PATI-1 on actin dynamics using GFP-labeled F-actin (Voigt et al., 2005). As previously reported (Geldner et al., 2001), lantrunculin B prevented BFA body formation by depolymerizing actin (Supplemental Fig. S14, A and B). TIBA had no effect on actin structure in hypocotyl epidermal cells. This result conflicts with studies on root epidermal cells, suggesting there is tissue specificity of action (Dhonukshe et al., 2008). In contrast, PATI-1 induced the same effects as lantrunculin B and, thus, appears to act as an actin depolymerizer (Supplemental Fig. S14, C–G). The actin-destabilizing effect of PATI-1 is consistent with its observed phenotypes, particularly its disruption of PIN endosomal trafficking.
Structural Relationships among CAVPs
To examine structure activity relationships among the compounds, we grouped compounds into a dendrogram using PubChem cluster analysis (Fig. 8; Supplemental Fig. S16). Seven compounds cluster based on chemical properties, including HYVP-1, -2, PATI-4, -5 (Supplemental Table S2; Fig. 5A), and the three inactive compounds LATCA 014F09, LATCA 014G09, and LATCA 025D07 (Supplemental Table S2). OVPs and PATI-1 to -3 are distantly related, consistent with their diverse structures and distinct profiles. Interestingly, PATI-4 and the closely related PATI-5 tightly group with HYVP-1 and -2, suggesting an overlap in their mechanism of action. The lack of bioactivity of individual small molecules may be due to limitations in their uptake as well as to functional differences. Inactive LATCA compounds 025D07, 014F09, and 014G09 (Supplemental Table S2) are structurally similar to those in the cluster but lack bioactivity at screening concentrations. We tested higher concentrations of 014G09 and 014F09 to overcome uptake issues and found that 014G09 elicited a PATI-like phenotype, characterized by bifurcated midveins and reduced higher order veins (Supplemental Fig. S15, A and B). In addition, 014G09 reduced hypocotyl length in a dose-dependent manner, in contrast to the inactivity of 014F09 (Supplemental Fig. S15C). Thus, 014G09 exhibited some activity at elevated concentrations, although this may be due to inhibitor promiscuity typically resulting from aggregate formation (Seidler et al., 2003). 014F09 bioactivity was consistent with nonspecific compromised growth, presumably due to off target effects. Because compound grouping indicates a lack of small molecule specificity, it is plausible that HYVP-1 and -2 and, likewise, PATI-4 and -5 act on the same target. However, the remaining CAVPs are distantly related, suggesting that most CAPV compounds have distinct targets.
DISCUSSION
This study demonstrates the utility of a phenotype-based small molecule screen to identify novel chemical probes for a plant developmental process and to identify candidate components of the process as the specific targets of those probes. This approach can overcome the potential redundancy in components that might confound a direct genetic analysis. The bioactivity and targets of specific chemicals, screened systematically from compound libraries, are being compiled across many species and biological assays, driven in part by drug-discovery projects and accelerated by emerging chemogenomics methods (Wang and Xie, 2014). These bioactivity databases make it possible to generate hypotheses about the biological targets of specific compounds found to be active in a plant, based on the already-characterized targets of that compound in yeast, mammalian cells, or in other plant species.
The regulation of vein patterning and vascular cell differentiation is responsive at many points to inputs from auxin, steroids, and other endogenous small molecules. Therefore, chemical screens are likely to yield exogenous compounds that can act as agonists or antagonists on the same biological targets. Such bioactive small compounds can be valuable experimental tools, since they can be administered and removed at precise dosages, times, and locations, independently of the programing of endogenous developmental signals. The following sections expand on the value of specific compounds in the PATI, HYVP, and OVP classes recovered in our screens for further understanding of vein patterning.
PATI Class Compounds Affect Distinct Targets
We identified PATIs based on their ability to elicit the defective venation patterns previously induced by mutants or inhibitors of auxin transport. Each of these small molecules induced effects rapidly, within the 10-min to 4-h time scales of our cell biology and transcriptional assays. The novel PATI compounds appeared to induce rapid changes in gene expression of PIN gene family members. Compounds PATI-1 and -3 decreased PIN7 expression, accompanied by an increase in PIN1. A similar apparent compensation among PIN family members was previously observed in mutant studies (Vieten et al., 2005). The compound PATI-2 decreased expression of both PIN1 and PIN7 and produced a more severely aberrant vein pattern.
Each compound in the PATI phenotypic class exhibited a distinct behavior profile in the range of bioassays we performed, implying a distinct target. PATI-1 through -4 all eliminated hook curvature in etiolated seedlings. However, only PATI-1 and PATI-2 disrupted PIN::GFP localization. Only compound PATI-1 depolymerized actin and reduced the auxin response in auxin-treated roots. Only compound PATI-2 reduced both PIN1 and PIN7 transcription levels. These distinct bioassay profiles, each associated with a distinct chemical structure, imply that the PATI family compounds target diverse auxin transport components and, thus, expand the tools and targets for investigation of auxin transport.
The venation defects induced by PATI compounds have not yet in every case been associated with discrete cell biological targets. PIN trafficking occurs through GNOM-mediated PIN cycling to and from the endosomal compartment and the plasma membrane. Accordingly, gnom mutants exhibit irregular vein patterns with erratic areoles consisting of poorly aligned vascular cells. However, PATI-3 causes a severe vein pattern defect resembling a PIN disruption, but it does not apparently affect PIN::GFP trafficking, suggesting that it may target PIN activity rather than localization. In contrast, PATI-1 induces mild vein network abnormalities, apparently due to its actin-depolymerizing activity. PATIs have been reported to be modified in planta, for example, by glycosylation and hydrolysis (Katekar and Geissler, 1980; Murphy and Taiz, 1999). Therefore, it is plausible that PATI-1 is modified to a less active form during plant growth (undetected in the short time frames in our bioassays) and, thus, causes fewer abnormalities. Assuming PATI-1 and -3 are antagonists, they act synergistically with GNOM. PATI-1 and-3-grown gnom cotyledons exhibit uncontrolled vascular cell initiation and fail to establish continuous veins. Collectively, these results suggest a role for PATI-1 and -3 in an overlapping pathway or similar pathway with GNOM, possibly targeting additional ARF-GEFs. Furthermore, GNOM may be necessary for the proposed in planta detoxification of PATI-1.
HYVP Class Molecules Appear to Be Novel Agonists of Auxin Transport Able to Affect Vein Patterns
The HYVP class of compounds increased leaf vein thickness and the number of open and closed areoles, accompanied by leaf and petiole morphological abnormalities. Auxin levels, monitored by the DR5-GUS reporter, were increased in treated leaves and etiolated hypocotyls. It was previously reported (Scarpella et al., 2006) that elevated auxin levels initially expand PIN1 expression domains (PEDs), which are rapidly narrowed down to one or more conduits. In that study, chemical inhibitors delayed the narrowing of PEDs, and differentiated veins were broad. In addition, bipolar PED cells, in which PIN is localized to both ends of a cell, allowed the formation of closed loops. We propose that HYVP-1 and its structural variant HYVP-2 cause increased leaf vein PEDs and bipolar cells, based on the observed auxin accumulation in leaves and exaggerated curvature accompanied by hyper-accumulated auxin in etiolated hypocotyls. In contrast to PATIs, which slow the restriction of PEDs, HYVPs appear to act as agonists to increase auxin transport capabilities. As has been shown with computer simulations (Feugier et al., 2005), enhanced auxin transport would increase the formation of bifurcated veins, presumably by reallocation of auxin carriers to form bipolar cells, in order to guide auxin away from a linear path. With increased auxin flow, directional auxin transport would be maintained until the vein tip merged with an existing vein to form closed areoles. Consistent with this, low levels of NPA application generated thicker veins and increased tertiary vein number (Mattsson et al., 1999). Thus, although there is some overlap in phenotype induced by HYVP-1 and -2 and NPA, it is likely that the HYVPs act on a target distinct from that of NPA because they do not disrupt PIN cycling or cause any other NPA-induced characteristics, even at high concentrations. Similarly, they exhibit distinct profiles from the antiauxin PCIB. It is plausible that HYVP-1 and -2 may act on the auxin influx carriers AUX1 and LAX3, which have also been associated with hook formation and ethylene signals (Vandenbussche et al., 2010).
HYVP-3-induced pattern phenotypes are less severe than those HYVP-1 and-2, and it uniquely causes a reduction in PIN1and PIN7 transcriptional levels and hypocotyl auxin levels. This reduction of PIN1and PIN7 transcriptional levels in HYVP-3-treated seedlings may be the primary factor contributing to the phenotype. Although the reduced PIN expression appears inconsistent with the phenotype of increased PED, it has been reported that PIN polarity does not depend on its transcription but is dependent on the AUX/IAA signaling pathway (Sauer et al., 2006). This is consistent with the resistance of auxin signaling mutants to HYVPs. The compound HYVP-3 is reported to target an amine transporter in mammalian cells, which is consistent with its having a transport target in plants. If additional carriers, such as the auxin transporting multidrug-resistance-like/P-glycoproteins type ATP-binding cassette proteins, are activated, a consequence may be to lower PIN levels either directly or indirectly. Mutants in additional members of the ATP-binding cassette transporter family exhibit venation pattern defects (Le Hir et al., 2013).
Although HYVPs exhibit profiles distinctly different from PATIs, there is some overlap in that continuous exposure to HYVPs caused a PATI vein pattern in late-forming leaves. We propose that this represents more global changes in auxin flow beyond leaf marginal transporting cells. Decreased lamina size and reduced lateral organ expansion are characteristics of pin mutants, which exhibit limited organ fusion in early leaves but dramatically altered inflorescences (Okada et al., 1991). Reduced inflorescence auxin quantities correlate with preclusion of organ outgrowth. With prolonged HYVP exposure during vegetative development, elevated source-to-sink forces gradually drive auxin away from the leaf, thus mirroring transport inhibitors. It is plausible that the continuous restriction of auxin flow results in the observed thick marginal veins and limited lateral vein differentiation, as well as the restricted lamina lateral outgrowth.
OVP-1 Functions as a Modifier of SHs
The compound OVP-1 is documented in bioactivity databases as an inhibitor of hsPME1, which antagonistically functions with LCMT to confer the methylation status of the catalytic subunit of trimeric PP2A-C. In animal systems, the methylation status may positively or negatively influence PP2A activity B (Bachovchin et al., 2009). In Arabidopsis, there are five members of the C subunit family. However, none has been shown to physically interact with PP2A-A (DeLong, 2006). Although PMES has not been studied in plants, a role for C subunit methylation in guiding BRI receptor localization and, thus, activity in the BR signaling pathway has been reported. Methylated PP2A-C subunit, specified by the PME antagonist, SBI1/LCMT, promoted the dephosphorylation of BRI1 to reduce its signaling capability; thus, PP2A acted as a negative regulator (Wu et al., 2011). Further downstream, PP2A has an additional function as a positive regulator of the BR signal transduction pathway in activation of BR-regulated gene expression by dephosphorylating the BZR1 transcription factor (Tang et al., 2011). Loss-of-function mutations in the PP2A-C5 subunit had elevated CPD transcription levels and enhanced response to BRZ. Similarly, OVP-1 activated CPD expression and enhanced the etiolated response of weak bri1 alleles. Likewise, pmes mutants enhanced a weak bri1 allele, which was validated with elevated CPD expression. Furthermore, OVP1-grown plants and pmes had simpler venation patterns. From our results, it appears that PMES has a positive role in regulation of BR signaling, suggesting that demethylated PP2A is the active form acting on downstream components. Together, these results suggest a role for OVP1 as an inhibitor of PMES and that it affects cotyledon vein pattern by disrupting BR signaling. BRs influence tracheary element differentiation (Yamamoto et al., 1997) and polar auxin transport (Li et al., 2005; Ibañes et al., 2009). The vascular-specific BR receptors, BRASSINOSTEROID RECEPTOR LIKE1 (BRL1) and BRASSINOSTEROID RECEPTOR LIKE3 (BRL3), affect venation patterning (Caño-Delgado et al., 2004). The significant overlap between auxin and BR signaling networks may explain the novel venation defects elicited by OVP-1. Alternatively, because PP2A functions antagonistically with PINOID kinase to regulate PIN phosphorylation (Michniewicz et al., 2007), mismethylated PP2A-C may disrupt normal PIN activity and contribute to the foliar vein defects.
The super family of SHs, of which PME1 is a member, consists of a diverse group of proteins, including subtilases, lipases, and esterases that constitute approximately 1% of the total proteome in all living organisms (Simon and Cravatt, 2010). Although SH antagonists may be highly selective, particularly those identified with the activity-based protein profiling platform, a single SH inhibitor may disrupt more than one SH. Indeed, many hsPME1 antagonists affect multiple SH family members (Simon and Cravatt, 2010; Kaschani et al., 2012). However, there is also value in high-quality, broad-spectrum probes because such compounds can be exploited to inhibit multiple members within a given enzyme class and thereby reveal novel phenotypes. Because the PMES loss-of-function mutant shared several, but not all, properties with OVP-1-mediated phenotypes, it is likely that OVP-1 interferes with PMES and additional SH(s). The involvement of this gene in vein patterning is unlikely to have been revealed by methods other than this chemical biology approach.
OVP-2 as an Interfering Agent of MAPK Signaling
OVP-2 was recovered in a chemical screen for antagonists of the human mitogen-activated protein 3 kinase (MAP3K), TGF-β-activating kinase1(TAK1/MAP3K7). MAPKs function in signaling cascade modules shared among all eukaryotes. In plants, these protein phosphorylation events connect external cues to a multitude of cellular responses, including abiotic and biotic stresses, and hormonal and developmental processes (Colcombet and Hirt, 2008). In Arabidopsis, the MAP3K family is highly redundant, consisting of 60 members divided into two main groups with 15 subdivisions. This suggests that OVP-2 may inhibit multiple MAP3Ks to produce its novel phenotype (Ichimura et al., 2002). Phylogenetic analysis indicated that two subgroups, containing five MAP3Ks, are most closely related to human TAK1 and may be OVP2 targets in Arabidopsis. Studies of loss-of-function and gain-of-function mutants revealed roles for MAPK cascade signaling in auxin biology and vein patterning. Overexpression of MKK7 modifies polar auxin transport resulting in a less reticulated venation pattern (Dai et al., 2006). ibr5, a MAPK phosphatase (MKP) mutant recovered by its auxin-resistant phenotype, also simplifies vein patterning (Monroe-Augustus et al., 2003). Surprisingly, the chemically modified OVP-2A, which had low activity against human TAK1, retained some bioactivity but differed from that of OVP-2, suggesting that it targets fewer MAP3K family members. Alternatively, the modification may produce novel activities that act on an additional class of enzymes.
OVP-2 dramatically perturbed the overall vein network, producing enlarged vertically-oriented apical lateral veins, which appear “midvein-like,” and increased freely ending veinlets and thus, reduced closed loops. Based on the observed pattern of vascular specific DR5-GUS reporter expression, vascular strands flanking the midvein appear to differentiate throughout leaf development, significantly deviating from the typical vein maturation process. The positioning of the lower region of the apical loop is initiated by an internalization of auxin from a convergence point of bidirectional auxin flow in epidermal cells (Scarpella et al., 2006). Vein continuity and loop formation is established by auxin transport directed toward the midvein. Bidirectional auxin flow, evidenced by bipolar PIN localization, is reiterated within cells destined to form vein connections. According to this model, the positioning of leaf marginal auxin convergence points appears to be randomized or possibly restricted to the leaf apex in OVP-2-treated leaves. We also predict a decrease in bipolar PIN localization that would allow vasculature loop formation. Detailed analyses of PIN1 subcellular studies will aid in determining the primary defect induced by OVP-2 and provide additional support for convergence points in defining vein positional cues and continuity.
MATERIALS AND METHODS
Plant Materials, Growth Conditions, and Chemical Screen
Seed stocks Columbia, Landsberg erecta, Wassilewskija, aux1-7, axr1-12, ein2-1, gl1-1, tir1-1, pmes (At4g10050; SALK_079539), sbi1-2 (At1g02100; SALK_079466), and PIN1-GFP were obtained from the Arabidopsis Biological Resource Center. Primers used to genotype SALK lines are listed in Supplemental Table S2. Additional seed stocks were provided by the following individuals: Franz Tax (bri1-5 and bri1-9), Boris Voigt (GFP-FABD2), Miklos Szekeres (CPD::GUS), Gloria Muday with permission from Ben Scheres (PIN2-GFP), and Hiroo Fukuda (gnom/emb30-7). All mutant seeds were in Arabidopsis (Arabidopsis thaliana) ecotype Columbia background with the exception of the Landsberg erecta allele of gnom and the Wassilewskija alleles of bri1-5 and bri1-9. The VHA-a1-GFP construct was provided by Karin Schumacher, introduced into Agrobacterium tumefaciens strain GV3101 by electroporation, and transformed into Arabidopsis ecotype Columbia using the floral dipping method (Clough and Bent, 1998).
For all vein patterning and root petiole length studies, seed was surface sterilized, plated on germination media without compound or with compound for untreated (mock) and treated samples, respectively, and incubated at 4°C for approximately 3 d prior to placement in a growth chamber as previously described (Carland et al., 2010). In hypocotyl studies, plates were prepared as above but were wrapped in foil and subsequently incubated for 3 d at 22°C in the dark. For qRT-PCR, auxin response, and cell biology studies, seedlings were grown on germination media and transferred to compound-containing 0.5× liquid germination media and incubated for the indicated times. In all assays, the following concentrations were used unless otherwise noted: 1 μm PATI-3, 10 μm PATI-1, -2, -4, NPA, TIBA, and PEO-IAA, 20 μm OVP-1, -2 (and OVP-2 analogs), and BRP, and 25 μm HYVP-1, -2, -3, and PCIB. The mock control media was supplemented with 0.1% DMSO/0.1% ethanol in a 1:1 ratio. Root inhibition assays were previously described (Carland and Nelson, 2009).
For the chemical screen, 96-well plates were loaded with 100 μL of germination media. 25 μm (1 μL of 2.5 mm stock) of each compound was added to individual wells. Following the pipetting of three to four sterile seeds into each well, plates were cold treated and incubated under lights. After approximately 12 d, plants were screened for phenotypic alterations and fixed in 3 ethanol:1 acetic acid. After overnight fixation, plants were transferred to 70% ethanol and screened for vein pattern defects using a Zeiss Stemi-2000C dissecting microscope equipped with dark-field capabilities. Selected plants were transferred to 100% ethanol, cleared with 10% NaOH at 37°C for 1 h, dissected and mounted on glass slides, and imaged with a Zeiss Axiophot using dark-field optics. Small molecules of interest were purchased from either Ryan Scientific or Hit2Lead for Maybridge (PATI-1, OVP-1) or Chembridge (PATI-2 –PATI-4, HYVP-1, HYVP-2, OVP-2, OVP-2A, OVP-2B, and BRP) compounds. Purchased small molecules were retested for validation and used for further studies. HYVP-3, PCIB, NPA, TIBA, and BFA were purchased from Sigma. PEO-IAA was kindly provided by Ken-ichiri Hayashi. All chemicals were resuspended in DMSO as 50 to 100 mg/mL stock solutions and further diluted in ethanol.
GUS Histochemical Staining
For leaf and hypocotyl GUS studies, specimens were incubated in GUS staining solution overnight or 5 h for DR5:GUS or CPD:GUS, respectively, at 37°C, then mounted and imaged as previously described (Carland and Nelson, 2009). For root auxin response studies, 4-d-old roots were incubated with compound and with or without 1 μm IAA in liquid germination medium for 5 h at 22°C and GUS stained.
qRT-PCR
Seven-day-old seedlings were incubated with compounds for 4 h at 22°C. Total RNA was extracted from 1.3 g of tissue by the TRIzol method (Ambion) and subjected to DNAse-treatment (Turbo; Ambion), followed by purification with the RNeasy MinElute Cleanup Kit (Qiagen). First strand cDNA was synthesized with the RETROscript kit (Ambion) from 2 μg of RNA using oligo(dT) according to the manufacturer’s instructions. cDNA was tested with PCR using tubulin primers (26 cycles; Supplemental Table S2) to monitor RNA quality and quantity. For qRT-PCR transcript analysis of PMES, PIN1, PIN7, and CPD, equal amounts of cDNA (1 μL in 20 μL reaction volume) were amplified using Actin 8 and Tubulin2 as reference primers or TaqMan gene expression assay probes following the manufacturer’s guidelines (Applied Biosystems). Amplifications were conducted on a BioRad C1000 Thermal Cycler using preset conditions for TaqMan assays. Primers, or assay identification numbers for TaqMan amplicons, are provided in Supplemental Table S2. Data were analyzed using CFX Manager v1.6 software (Bio-Rad) and fulfilled all quality control requirements. All samples were run in triplicate in at least three independent experiments.
Confocal Microscopy
Imaging was performed on a Zeiss laser scanning microscope 510 META using 20× or 40× water immersion objectives as previously described (Carland et al., 2010). Roots of 3-d-old PIN2-GFP and 7-d-old PIN1-GFP and VHA-a1-GFP were treated with compound with or without BFA for 1 h, fixed in 4% paraformaldehyde, pH 7.0, in 1× phosphate buffered saline (1.4 m NaCl, 0.1 m phosphate, pH 7.4, 0.03 m KCl) and mounted in 10% glycerol for imaging. Hypocotyls of 3-d-old GFP-FABD2 seedlings were treated for 20 min with 5 μm jasplakinolide or 10 min with 1 μm lantrunculin B, or small molecules at indicated concentrations. Jasplakinolide and lantruculin B were purchased from Sigma.
Compound Analysis
SMILES (Simplified Molecular-Input Line-Entry System) and molecular formulas for LATCA small molecules were obtained from the ChemMine database (chemminedb.ucr.edu). LATCA SMILES were entered in PubChem (pubchem.ncbi.nlm.nih.gov) for bioassay searches and chemical names.
Structures were drawn in SciFinder to obtain CAS numbers, additional published literature, and patent information. Both PubChem and SciFinder were mined for structurally similar compounds and for vendor availability of compounds.
For the compound dendrogram, compound identifiers (CID) obtained from the PubChem and ChemMine databases were used as input for structure clustering tool with 3D tanimoto similarity of chemical shape and feature. Structures were drawn with ChemBioDraw Version 13.0 (Perkin Elmer).
Supplemental Data
The following supplemental materials are available.
Supplemental Table S1. Structure and bioactivity of compounds characterized.
Supplemental Table S2. Additional compounds used.
Supplemental Table S3. Quantification of BFA body number in root epidermal cells after compound treatment.
Supplemental Table S4. Primers used for genotyping and expression analysis.
Supplemental Figure S1. Dose-dependence of compound action.
Supplemental Figure S2. Quantification of compound-induced vein pattern phenotypes.
Supplemental Figure S3. Compounds induce additional phenotypes.
Supplemental Figure S4. Compound effects are reversible.
Supplemental Figure S5. Increased doses of HYVP compounds do not affect DR5::GUS root response to auxin.
Supplemental Figure S6. PATI-1 but not HYVP-1 and -2 affect PIN1-GFP cycling in the root stele.
Supplemental Figure S7. OVPs do not alter PIN1 gene expression level.
Supplemental Figure S8. Sterol mutants are hypersensitive to OVP-1.
Supplemental Figure S9. Arabidopsis PMES is highly conserved with human PME1.
Supplemental Figure S10. BR signaling/biosynthesis is unaffected in PATI- and HYVP-treated etiolated seedlings.
Supplemental Figure S11. Seedling phenotypes of bri1-5 sbi1-2 and bri1-5 pmes double mutants.
Supplemental Figure S12. OVP-2 does not target CVP2.
Supplemental Figure S13. The OVP-2 analog OVP-2A induces distinct vein phenotypes.
Supplemental Figure S14. PATI-1 depolymerizes GFP-Fimbrin.
Supplemental Figure S15. Reduced bioactivity with HYVP/PATI-related compounds.
Supplemental Figure S16. Heat map of compound dendrogram with tanimoto similarity.
Acknowledgments
We thank the Arabidopsis Biological Resource Center, Ken-ichiri Hayashi, Karin Schumacher, Frans Tax, Miklos Szekeres, and Boris Voigt for providing materials. We are grateful for the assistance of Mariya Kolesnikova, Denton Hoyer, and Jane Merkel at the Yale Center for Molecular Discovery.
Glossary
- PATI
polar auxin transport inhibitor
- NPA
1-N-naphthylphthalamic acid
- PCIB
p-chlorophenoxyisobutyric acid
- CAVP
compound affecting vein pattern
- HYVP
hypervascular pattern
- OVP
open vein pattern
- LCMT
Leu carboxylmethyltransferase
- BRP
brassinopride
- ARF-GEF
ADP ribosylation factor guanine exchange factor
- qRT-PCR
quantitative real-time PCR
- PED
PIN1 expression domain
- SH
Ser hydrolase
- TIBA
Triiodobenzoic acid
- BFA
Brefeldin A
Footnotes
This work was supported by the National Science Foundation (award nos. IOS–1021188 to T.N. and IOS–1258175 to S.C.).
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