Figures
Abstract
Stomata are small pores surrounded by guard cells that regulate gas exchange between plants and the atmosphere. Guard cells integrate multiple environmental signals and control the aperture width to ensure appropriate stomatal function for plant survival. Leaf temperature can be used as an indirect indicator of stomatal conductance to environmental signals. In this study, leaf thermal imaging of 374 Arabidopsis ecotypes was performed to assess their stomatal responses to changes in environmental CO2 concentrations. We identified three ecotypes, Köln (Kl-4), Gabelstein (Ga-0), and Chisdra (Chi-1), that have particularly low responsiveness to changes in CO2 concentrations. We next investigated stomatal responses to other environmental signals in these selected ecotypes, with Col-0 as the reference. The stomatal responses to light were also reduced in the three selected ecotypes when compared with Col-0. In contrast, their stomatal responses to changes in humidity were similar to those of Col-0. Of note, the responses to abscisic acid, a plant hormone involved in the adaptation of plants to reduced water availability, were not entirely consistent with the responses to humidity. This study demonstrates that the stomatal responses to CO2 and light share closely associated signaling mechanisms that are not generally correlated with humidity signaling pathways in these ecotypes. The results might reflect differences between ecotypes in intrinsic response mechanisms to environmental signals.
Citation: Takahashi S, Monda K, Negi J, Konishi F, Ishikawa S, Hashimoto-Sugimoto M, et al. (2015) Natural Variation in Stomatal Responses to Environmental Changes among Arabidopsis thaliana Ecotypes. PLoS ONE 10(2): e0117449. https://doi.org/10.1371/journal.pone.0117449
Academic Editor: Keqiang Wu, National Taiwan University, TAIWAN
Received: October 15, 2014; Accepted: December 25, 2014; Published: February 23, 2015
Copyright: © 2015 Takahashi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This work was supported in part by Grants-in-Aid for Scientific Research on Priority Ares (Nos. 21114002 and 26221103) to K.I. from the Ministry of Education, Culture, Sports, Science, and Technology of Japan. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Plants have evolved the ability to adapt to environmental signals in order to optimize plant growth under various conditions. Plants sense changes in their natural environments, and alter their development and physiology in response to these changes. Guard cells play a key role in responding to environmental changes [1]. Guard cells regulate stomatal apertures by integrating environmental signals and endogenous hormone stimuli. Therefore, guard cells have been studied extensively as a model system for dissecting the dynamics and mechanisms of environment sensing [2]. Genetic studies of mutant varieties promote our understanding of guard cell responses in plants [3, 4]. This approach usually focuses on one gene at a time, however, the signaling pathways controlling these responses are likely to be integrated into complex networks rather than single independent pathways [5].
The model plant Arabidopsis thaliana (L.) Heynh is widely spread geographically. It has been used to study the genetic and molecular bases of complex traits focused on natural genetic and phenotypic variations [6]. Such studies in wild species can provide information about the molecular changes related to plant adaptation in diverse natural environments [7]. However, thus far there have been very few studies focusing on the diversity of stomatal responses to environmental changes in phenotypically divergent ecotypes [8]. On the other hand, extensive studies using Arabidopsis mutants have shed light on the molecular mechanisms controlling guard cell responses to environmental stimuli [9–16]. For example, CO2-insensitive mutants were isolated using leaf thermal imaging, and these studies identified important components of pathways that regulate stomatal aperture. These components include HT1 protein kinase, a key molecular regulator of high CO2-induced stomatal closure [12], SLAC1, an S-type anion channel [14], and PATROL1, which plays a role in tethering H+-ATPase to the plasma membrane during stomatal opening [16]. Thus we expect that studying stomatal responses to environmental signals in a wide variety of Arabidopsis ecotypes will contribute to our understanding of these complex response mechanisms.
Stomatal pores serve as major gateways for both CO2 influx into plants from the atmosphere and transpirational water loss from plants. Transpiration causes leaf cooling because evaporation of water is associated with heat loss. Leaf surface temperature can be measured continuously and non-destructively using infrared thermography, and this provides a convenient indicator of the transpiration of individual plants [4, 17, 18]. In this study, we measured leaf temperature changes that occurred in response to changes in CO2 concentrations in 374 Arabidopsis ecotypes. We identified three ecotypes, Kl-4, Ga-0 and Chi-1, with particularly low responsiveness to CO2 and used these in further studies. We compared the three ecotypes with the commonly used ecotype Col-0, and measured their stomatal responses to CO2, light and dark, high and low humidity and abscisic acid (ABA). Our data revealed that the ecotypes with low CO2 responsiveness are impaired in their responses to both high CO2 concentrations and light, but they showed normal stomatal responses to humidity. This suggests that the signaling pathway controlling stomatal responses to CO2 and light is different from the pathway controlling responses to changes in humidity.
Materials and Methods
Plant materials
Wild-type Arabidopsis thaliana (L.) Heynh ecotypes (374 ecotypes) were obtained from the Arabidopsis Biological Resource Center (Ohio State University) (S1 Table). Plants were grown on solid MS medium for 18 days in a growth chamber [constant white light of 80 μmol m-2 s-1 at 22°C and 40% relative humidity (RH)], and then transplanted into vermiculite pots with Hyponex 6-10-5 fertilizer, diluted 1,000-fold (Hyponex, Osaka, Japan). Plants at 21–24 days old were used for leaf temperature measurements and plants at 24–27 days old were used for all other experiments.
Thermal imaging
Plants grown in a growth chamber were transferred to a custom-made growth cabinet (constant white light of 100 μmol m-2 s-1 at 22°C, 40% RH) equipped with an automatic CO2 control unit (TMC-LW1208A/K, TM Systems Ltd.,). Thermal images were captured under different CO2 concentrations using a thermography camera (Thermography R300, NEC/AVIO) and an InfRec Analyzer NS9500 Standard (NEC Avio Infrared Technologies CO. Ltd).
Stomatal conductance measurement
The whole plant stomatal conductance to water vapor (gs) was measured using a portable gas exchange system (GFS-3000, Heinz Walz) equipped with a 3010-A Arabidopsis chamber. The temperature (22°C), flow rate (750 μmol s-1), light intensity (150 μmol m-2 s-1), and RH (40%) were kept constant throughout the gas exchange experiments. The gs response to CO2 was measured by increasing CO2 concentrations every 1 h in five steps (0, 200, 400, 600 and 1,000 ppm) before plants were incubated under 0 ppm CO2 concentration for 2 h.
Stomatal size, density, and index measurements and aperture response analyses
Stomatal densities, index, guard cell lengths, and stomatal apertures were measured using photographs of epidermal peels taken with a digital camera attached to a microscope (IX71, Olympus). Guard cell lengths were used as a measure of stomatal size. Abaxial epidermal peels from two leaves of each of three plants were used for measurements of stomatal density, stomatal index and guard cell length. Sixty randomly chosen test areas of 0.14 mm2 from the six leaves per ecotype were analyzed. Stomatal index was defined as the number of stomata per total number of epidermal cells. For the aperture response analyses, three plants per ecotype were incubated under various CO2 concentrations, light intensity, or humidity conditions. Abaxial epidermal peels were then taken from two leaves of each plant, and these were used for aperture measurements within 15 min after peeling. Plants used for CO2 response measurements were incubated under a high CO2 concentration of 700 ppm for 1 h after incubation in CO2 concentration of 0 ppm for 2 h. Plants used for light response measurements were incubated under dark conditions for 2 h, then illuminated with white light at an intensity of 250 μmol m-2 s-1 for 3 h. Plants used for humidity response analyses were incubated under low humidity (40% RH) for 1 h after incubation under high humidity (80% RH) for 3 h. Stomatal aperture measurements were also performed using ABA-treated epidermal peels as described previously [19], with minor modifications. The epidermal peels were floated on a medium containing 30 mM KCl, 5 mM Mes-KOH (pH 6.15) and 1 mM CaCl2 and incubated in a growth chamber under light for 1 h. ABA from a stock solution in dimethyl sulfoxide was added to the same medium with a final concentration of 2 μM. The peels were then transferred to fresh medium with or without ABA and incubated for a further 2 h before stomatal apertures were measured. Statistical analyses were performed using the Student's t test.
Isolation of guard cell protoplasts (GCPs)
GCPs were isolated as described previously [20], with modifications described [21].
Measurement of organic and inorganic ions in GCPs
The GCPs (3 × 106 cells) were suspended in 0.4 M mannitol, 10 mM KCl, 0.5 mM CaCl2, 0.5 mM MgCl2 and 5 mM MES-Tris buffer (pH 6.0) and illuminated with white light (80 μmol m-2 s-1 for 1 h) as described elsewhere [22] before isolation of the ions. The GCPs were ground into a fine powder, suspended in distilled water and boiled for 5 min. The suspensions were applied to Microcon YM-10 centrifugal filters (Millipore), and the organic/inorganic ions were measured in the filtrate.
The measurement of organic and inorganic ions was performed on an HPLC (Prominence, Shimadzu). The chromatographic system consisted of a Shimadzu Model system controller (SLC-10AVP), conductivity detector (CDD-10ADVP), and column oven (CTO-20A). K- and Na+ were separated using a LC-10ADVP pump, a column Shim-pack IC-C4 (150 mm × 4.6 mm) and a guard column Shim-pack IC-GC4 (10 mm × 4.6 mm) with a mobile phase (3.2 mM Bis-Tris, 8 mM p-hydroxybenzoic acid, 50 mM Boric acid) and a flow rate of 1.0 ml min-1 at 40°C. Cl- and Malate2- were separated with a LC-20AD pump, a column Shim-pack IC-A3 (150 mm × 4.6 mm) and guard column Shim-pack IC-GA3 (10 mm × 4.6 mm) with a mobile phase (3/4 dilution of 3.2 mM Bis-Tris, 8 mM p-hydroxybenzoic acid, 50 mM boric acid) and a flow rate of 1.2 ml min-1 at 40°C. Statistical analyses were performed using the Student's t test.
Results
Comprehensive investigation of CO2 responses in Arabidopsis ecotypes
Plants exhibit lower leaf temperatures when subjected to low CO2 concentrations because these conditions make the stomata open, resulting in increased evaporation. Conversely, plants exhibit higher leaf temperatures when the stomata close under high CO2 concentrations. Subtractive thermographs can be used to visualize CO2-dependent changes in leaf temperature that represent CO2 responsiveness [14]. We used subtractive images to investigate stomatal responsiveness to changes in CO2 concentrations in 374 Arabidopsis ecotypes, and selected 47 ecotypes for measurements of stomatal conductance; among these were the ecotypes that showed relatively small increases in leaf temperature in response to high CO2 concentrations in comparison to the commonly used model ecotype Col-0. Stomatal conductance analysis was performed using a gas exchange system. Fig. 1 shows the relative conductance levels (gs at 1,000 ppm CO2)/(gs at 0 ppm CO2) for the 47 ecotypes. Higher relative conductance levels indicate lower responsiveness to high CO2 concentrations. The ecotypes that showed the smallest increases in temperature in response to high CO2 concentrations also showed the highest relative conductance levels. These three ecotypes, Ga-0, Chi-1, and Kl-4 (yellow bars in Fig. 1), exhibited particularly low responsiveness to CO2. They were investigated in more detail.
The plants were exposed to 0 ppm CO2 for 2 h and then transferred to 1,000 ppm CO2 for 1.5 h at 40% RH. Relative conductance levels (Relative gs) were calculated as (gs at 1,000 ppm CO2)/(gs at 0 ppm CO2); large values represent small responses. Data presented are means ± SE (n = 3). The commonly used model ecotype Col-0 is highlighted in red and three particularly unresponsive ecotypes that were selected for further experiments are shown in yellow.
Kl-4, Ga-0, and Chi-1 were impaired in stomatal opening in response to low CO2 concentration
We compared the three selected ecotypes and Col-0 in their temperature responses to changes in CO2 concentrations. The three selected ecotypes showed relatively small temperature differences, indicating the comparatively low CO2 responsiveness of the stomata (Fig. 2A). Next, we measured stomatal conductance in four ecotypes at various CO2 concentrations ranging from 0 to 1,000 ppm. The stomatal conductance levels of the three selected ecotypes were lower than those of Col-0 at low CO2 concentrations, however, they exhibited similar but slightly higher stomatal conductance levels when compared with Col-0 at high CO2 concentrations (Fig. 2B). This indicated that, when compared with Col-0, the three selected ecotypes showed lower responsiveness to CO2 in stomatal conductance as well as in leaf temperature. Stomatal conductance is determined predominantly by stomatal size, density, and aperture [23]. We found no differences in stomatal size, index, or density among the four ecotypes (Fig. 3A, B, C). On the other hand, the three selected ecotypes showed significantly smaller changes in stomatal aperture with an increase of CO2 concentration from 0 ppm to 700 ppm, when compared with Col-0 (Fig. 2C). This result was consistent with the thermography and stomatal conductance data. The least responsive of the three ecotypes was Chi-1, followed by Ga-0 and Kl-4 (Fig. 2D).
(A) Thermal imaging of the three selected ecotypes Kl-4, Ga-0, Chi-1, and the commonly used ecotype Col-0. Plants were subjected to 0 ppm CO2 for 2 h and then 1,000 ppm CO2 for 1 h at 40% RH. The subtractive image on the right shows that the largest temperature changes were exhibited by Col-0. (B) Time courses of stomatal conductance (gs) in response to changes in CO2 concentration in Kl-4, Ga-0, Chi-1, and Col-0. Col-0 is more responsive to changes in CO2 concentration than Kl-4, Ga-0, Chi-1. (C) Sizes of stomatal apertures at low and high CO2 concentrations. Plants were subjected to 0 ppm CO2 for 2 h and then transferred to 700 ppm CO2 for 1 h at 40% RH with 150 μmol m-2 s-1 photosynthetically active radiation. (D) The relative changes in stomatal aperture (relative stomatal aperture) were calculated as (stomatal aperture in 0 ppm CO2)/(stomatal aperture in 700 ppm CO2). Large values represent small responses. Data presented are means ± SE (n = 60) of five independent experiments. Significant differences from Col-0 at p < 0.05 (Student’s t test) are indicated by asterisks.
(A) Guard cell lengths, which were used as a measure of stomatal size. (B) Stomatal densities. (C) Stomatal index. Data presented are means ± SE (n = 3). No significant differences were observed between the four ecotypes.
Kl-4, Ga-0, and Chi-1 showed low responsiveness to light but normal responsiveness to humidity
Next, we investigated how stomatal responsiveness varies with other environmental factors. To measure stomatal responses to light, the plants were first placed in darkness to close the stomata after illuminated for 3h. The three selected ecotypes were impaired in their light-induced stomatal opening response when compared with Col-0 (Fig. 4A). Similarly to their CO2 responses of the three ecotypes, Chi-1 was the least responsive to light and Kl-4 was the most responsive. Next, humidity was varied. Plants were transferred from high-humidity (80% RH) to low-humidity conditions (40% RH). In contrast to the responses to CO2 and light, the responses to changing humidity did not consistently differ between the three selected ecotypes and Col-0 (Fig. 4B). We also investigated the plants’ responses to ABA, which is involved in stomatal closure under drought conditions. The Kl-4, Ga-0, and Chi-1 showed reduced responsiveness to ABA compared with Col-0, indicating that they are impaired in ABA-induced stomatal closing. This result contrasted with the plants’ responses to humidity (Fig. 4C).
(A) The sizes of stomatal apertures under light and dark conditions are shown on the left. The relative changes in stomatal aperture in response to light (relative stomatal aperture) are shown on the right. Plants were subjected to dark conditions for 2 h after illuminated with white light at an intensity of 250 μmol m-2 s-1 for 3 h. The relative changes were calculated as (stomatal aperture in the light)/(stomatal aperture in the dark). (B) The sizes of stomatal apertures in response to high (80%) and low (40%) RH (left) and humidity-dependent changes of stomatal aperture (right). Plants were kept under 80% RH for 3 h and then transferred to 40% RH for 1 h at 350 ppm CO2 and 150 μmol m-2 s-1 photosynthetically active radiation. The relative changes were calculated as (stomatal aperture in 40% RH)/(stomatal aperture in 80% RH). (C) Influence of ABA on stomatal aperture (left) and ABA-dependent changes in stomatal aperture (right). Epidermal peels were floated on a medium for 1 h, then transferred to the same medium with or without 2 μM ABA, and incubated for a further 2 h. Relative changes were calculated as (stomatal aperture with ABA)/(stomatal aperture without ABA). Data presented are means ± SE (n = 60) of five independent experiments. Significant differences from Col-0 at p < 0.05 (Student’s t test) are indicated by asterisks.
Kl-4, Ga-0, and Chi-1 showed reduced accumulation of K+ and Cl- in the light
An influx of K+ ions triggers stomatal opening by increasing the osmotic pressure within the guard cells. Cl- and Malate2- are the primary anions that counterbalance the influx of K+ during stomatal opening [24, 25]. Since the light responsiveness of the three selected ecotypes was low compared with Col-0, we investigated the possibility that the efficiency of ion homeostasis in guard cells may be involved. To measure ion content of guard cells, isolated GCPs were incubated with or without white light. In agreement with the stomatal responses to light, the light-dependent accumulation of K+ and Cl- in the three selected ecotypes was less pronounced than in Col-0 (Fig. 5). These results suggest that the light responsiveness may be caused by differences in the regulation of ion transport across the guard cell plasma membrane. Interestingly, the accumulation of Malate2- in GCPs of the three selected ecotypes showed a different pattern from those of K+ and Cl-, and the regulation of Malate2- content differed among Kl-4, Ga-0, and Chi-1.
Ion contents were measured in GCPs from each ecotype under light and dark conditions. The GCPs were incubated with or without white light (70 μmol m-2 s-1) for 1 h; this amount of light is sufficient to induce GCP swelling and stomatal opening in intact leaves. Relative ion content changes were calculated as (ion content in the dark)/(ion content in the light). Each part of the figure shows ion content data on the left and relative ion contents on the right. Data are for K+ (A), Cl- (B), Malate2- (C), and Na+ (D). The data presented are means ± SE (n = 5–6). Significant differences from Col-0 at p < 0.05 (Student’s t test) are indicated by asterisks.
Discussion
Plant phenotyping technology has become more advanced with the capacity to measure many morphological and physiological traits in each individual [26]. With thermal imaging it is possible to investigate stomatal regulation in large number of plants [4, 18]. In this study, we used thermography to investigate stomatal responses to changes in CO2 concentrations in 374 Arabidopsis ecotypes. This is a novel approach to the comprehensive investigation of natural variation in stomatal responsiveness. We found large variations in temperature responsiveness to CO2 among the ecotypes, indicating variations in stomatal responsiveness to CO2. Three ecotypes, Kl-4, Ga-0, and Chi-1, showed particularly low responsiveness to CO2 in comparison with the ecotype Col-0, and we investigated the stomatal responses of these ecotypes to other environmental factors. Fig. 6 summarizes the relative sensitivities of Kl-4, Ga-0, Chi-1, and Col-0 to CO2, light, relative humidity, and ABA. The ranking of the ecotypes in their sensitivity to light is the same as the ranking for their CO2 sensitivity, suggesting that the CO2 and light signaling pathways to stomatal opening are coupled. Earlier studies also indicate a link between CO2 and light signaling in guard cells. Roelfsema et al. (2002) investigated the membrane potentials of guard cells in intact Vicia faba plants after exposure to CO2 and/or a beam of red light [27]. The authors concluded that guard cells responded to a red light-induced reduction in CO2 concentration in the substomatal cavity rather than responding more directly to the red light.
The diagram summarizes the relative sensitivities of Kl-4, Ga-0, Chi-1, and the reference ecotype Col-0 to CO2, light, humidity, and ABA. Kl-4 and Col-0 show similar levels of sensitivity to changes in RH. Chi-1 and Ga-0 show similar levels of sensitivity to ABA.
The sensitivities of Kl-4, Ga-0, Chi-1 to changes in humidity show a different pattern than those for CO2 and light (Fig. 6). Furthermore, there is a pronounced difference in the sensitivity patterns for humidity and ABA, suggesting that the low-humidity-induced signaling pathway and the ABA-dependent signaling pathway for stomatal closure may be differently affected among the individual ecotypes. This finding appears to conflict with the results of Xie et al. (2006), who found disruptions in both RH signal transduction and the ABA-signaling network in the aba2 and ost1 mutants [13]. However, another report suggests that ABA signaling and low RH sensing function via distinct pathways. Assmann et al. (2000) measured stomatal responses to humidity in ABA-deficient (aba1) and ABA-insensitive (abi1-1 and abi2-1) mutants [28]. The ability of the guard cells to sense changes in humidity was not diminished even in plants with dramatically altered ABA levels or ABA-sensing mechanisms. Our observation supports this result.
We found no correlations between stomatal responsiveness to CO2 and climate data, growing seasons, or geographical origins of the ecotypes. This was partly expected because the rising atmospheric CO2 concentrations are likely to be relatively new phenomena arising from increased industrialization. Such phenomena could not have been major factors influencing the spread of Arabidopsis ecotypes. Molecular polymorphisms that correlate with the low CO2 responsiveness phenotype could have been maintained in some ecotypes without selection pressure. However, this may not be the case for Ga-0, one of the three ecotypes identified in this study. Previous studies have shown that Ga-0 has reduced sensitivity to O3 [29] and is resistant to plantago asiatica mosaic virus [30] and Fusarium graminearum [31]. These traits may be related to the weakened stomatal opening trait of Ga-0 because O3 uptake and the entry of some pathogens mainly occurs through stomata. For example, the slac1 mutant, which has constitutively high stomatal conductance, exhibits O3-sensitivity because of the restricted stomatal closure under O3 exposure [15]. Stomatal closure is induced by pathogen-associated molecular patterns and is a mechanism that can restrict bacterial invasion [32], although many pathogens can force entry through closed stomata.
Further studies are needed to elucidate in detail the mechanisms regulating stomatal responsiveness to different environmental factors. Ion homeostasis data will contribute to the investigation of intracellular functions. Malate2- is the osmoregulatory organic anion responsible for stomatal opening, along with inorganic ions such as K+ and Cl-. Malate2- and Cl- efflux from guard cells through anion channels and depolarize the cell membrane [23], and this in turn drives K+ efflux from guard cells during stomatal closure [24]. While the regulation of homeostasis is central to the control of stomatal response, it remains unclear how different environmental conditions alter the activities of the K+, Cl-, and Malate2- channels in the three selected ecotypes. Our study will advance our understanding of the mechanisms by which different environments can alter the phenotypes of individual genotypes, and how genotypes can differ in response to the same environment. Taken together, our results underline the high potential of comparative studies of natural ecotypes for improving our understanding of environmental information processing in plants.
Supporting Information
S1 Table. Ecotypes used in thermal imaging, their subtractive leaf temperatures, and the latitudes and longitudes of their collection sites.
The relative subtractive leaf temperature was calculated as (change in leaf temperature of the ecotypes)/(change in leaf temperature of Col-0). The change in leaf temperature is the average of measurements from three different leaves in the subtractive images. Plants grown in a growth chamber were transferred to a growth cabinet (constant white light of 100 μmol m-2 s-1 at 22°C, 60% RH) equipped with an automatic CO2 control unit (FR-SP, Koito). Plants were subjected to 0 ppm CO2 for 1.5 h and then 700 ppm CO2 for 1 h. Thermal images were captured under each CO2 concentration using a thermography camera (TVS-8500, NEC/Avio). CS numbers refer to ABRC stock numbers. The latitude and longitude information was gathered from the Arabidopsis Information Resource web site.
https://doi.org/10.1371/journal.pone.0117449.s001
(XLSX)
Author Contributions
Conceived and designed the experiments: ST KM KI. Performed the experiments: ST KM JN FK SI MH-S NG. Wrote the paper: ST KM KI.
References
- 1. Schroeder JI, Allen GJ, Hugouvieux V, Kwak JM, Waner D (2001) Guard cell signal transduction. Annu Rev Plant Physiol Plant Mol Biol 52: 627–658. pmid:11337411
- 2. Kim TH, Böhmer M, Hu H, Nishimura N, Schroeder JI (2010) Guard cell signal transduction network: advances in understanding abscisic acid, CO2, and Ca2+ signaling. Annu Rev Plant Biol 61: 561–591. pmid:20192751
- 3. Fan LM, Zhao Z, Assmann SM (2004) Guard cells: a dynamic signaling model. Curr Opin Plant Biol 7: 537–546. pmid:15337096
- 4. Negi J, Hashimoto-sugimoto M, Kusumi K, Iba K (2014) New approaches to the biology of stomatal guard cells. Plant Cell Physiol 55: 241–250. pmid:24104052
- 5. Hetherington AM, Woodward FI (2003) The role of stomata in sensing and driving environmental change. Nature 424: 901–908. pmid:12931178
- 6. Mitchell-Olds T, Schmitt J (2006). Genetic mechanisms and evolutionary significance of natural variation in Arabidopsis. Nature 441: 947–952. pmid:16791187
- 7. Borevitz JO, Nordborg M (2003) The impact of genomics on the study of natural variation in Arabidopsis. Plant Physiol 132: 718–725. pmid:12805600
- 8. Christman MA, Richards JH, McKay JK, Stahl EA, Juenger TE, et al. (2008) Genetic variation in Arabidopsis thaliana for night-time leaf conductance. Plant Cell Environ 31: 1170–1178. pmid:18510710
- 9. Koornneef M, Reuling G, Karssen CM (1984) The isolation and characterization of abscisic acid-insensitive mutants of Arabidopsis thaliana. Physiol plant 61: 377–383.
- 10. Kinoshita T, Doi M, Suetsugu N, Kagawa T, Wada M, et al. (2001) Phot1 and phot2 mediate blue light regulation of stomatal opening. Nature 414: 656–660. pmid:11740564
- 11. Merlot S, Mustilli AC, Genty B, North H, Lefebvre V, et al. (2002) Use of infrared thermal imaging to isolate Arabidopsis mutants defective in stomatal regulation. Plant J 30: 601–609. pmid:12047634
- 12. Hashimoto M, Negi J, Young J, Israelsson M, Schroeder JI, et al. (2006) Arabidopsis HT1 kinase controls stomatal movements in response to CO2. Nat Cell Biol 8: 391–397. pmid:16518390
- 13. Xie X, Wang Y, Williamson L, Holroyd GH, Tagliavia C, et al. (2006) The identification of genes involved in the stomatal response to reduced atmospheric relative humidity. Curr Biol 16: 882–887. pmid:16682349
- 14. Negi J, Matsuda O, Nagasawa T, Oba Y, Takahashi H, et al. (2008) CO2 regulator SLAC1 and its homologues are essential for anion homeostasis in plant cells. Nature 452: 483–486. pmid:18305482
- 15. Vahisalu T, Kollist H, Wang YF, Nishimura N, Chan WY, et al. (2008) SLAC1 is required for plant guard cell S-type anion channel function in stomatal signalling. Nature 452: 487–491. pmid:18305484
- 16. Hashimoto-Sugimoto M, Higaki T, Yaeno T, Nagami A, Irie M, et al. (2013) A Munc13-like protein in Arabidopsis mediates H+-ATPase translocation that is essential for stomatal responses. Nat Commun 4: 2215. pmid:23896897
- 17. Jones HG (1999) Use of thermography for quantitative studies of spatial and temporal variation of stomatal conductance over leaf surfaces. Plant Cell Environ 22: 1043–1055.
- 18. Costa JM, Grant OM, Chaves MM (2013) Thermography to explore plant-environment interactions. J Exp Bot 64: 3937–3949. pmid:23599272
- 19. Pei ZM, Kuchitsu K, Ward JM, Schwarz M, Schroeder JI (1997) Differential abscisic acid regulation of guard cell slow anion channels in Arabidopsis wild-type and abi1 and abi2 mutants. Plant Cell 9: 409–423. pmid:9090884
- 20. Pandey S, Wang X, Coursol SA, Assmann SM (2002) Preparation and applications of Arabidopsis thaliana guard cell protoplasts. New Phytol 153: 517–526.
- 21. Monda K, Negi J, Iio A, Kusumi K, Kojima M, et al. (2011) Environmental regulation of stomatal response in the Arabidopsis Cvi-0 ecotype. Planta 234: 555–563. pmid:21553123
- 22. Gotow K, Tanaka K, Kondo N, Kobayashi K, Syōno K (1985) Light activation of NADP-malate dehydrogenase in guard cell protoplasts from Vicia faba L. Plant Physiol 79: 829–832. pmid:16664499
- 23. Franks PJ, Drake PL, Beerling DJ (2009) Plasticity in maximum stomatal conductance constrained by negative correlation between stomatal size and density: an analysis using Eucalyptus globulus. Plant Cell Environ 32: 1737–1748. pmid:19682293
- 24. Schroeder JI, Hagiwara S (1989) Cytosolic calcium regulates ion channels in the plasma membrane of Vicia faba guard cells. Nature 338: 427–430.
- 25. MacRobbie EAC (1998) Signal transduction and ion channels in guard cells. Philos Trans R Soc Lond B 353: 1475–1488. pmid:9800209
- 26. Granier C, Vile D (2014) Phenotyping and beyond: modelling the relationships between traits. Curr Opin Plant Biol 18: 96–102. pmid:24637194
- 27. Roelfsema MR, Hanstein S, Felle HH, Hedrich R (2002) CO2 provides an intermediate link in the red light response of guard cells. Plant J 32: 65–75. pmid:12366801
- 28. Assmann SM, Synder JA, Lee YRJ (2000) ABA-deficient (aba1) and ABA-insensitive (abi1-1, abi2-1) mutants of Arabidopsis have a wild-type stomatal response to humidity. Plant Cell Environ 23: 387–395.
- 29. Brosché M, Merilo E, Mayer F, Pechter P, Puzõrjova I, et al. (2010) Natural variation in ozone sensitivity among Arabidopsis thaliana accessions and its relation to stomatal conductance. Plant Cell Environ 33: 914–925. pmid:20082669
- 30. Yamaji Y, Maejima K, Ozeki J, Komatsu K, Shiraishi T, et al. (2012) Lectin-mediated resistance impairs plant virus infection at the cellular level. Plant Cell 24: 778–793. pmid:22307853
- 31. Chen X, Steed A, Harden C, Nicholson P (2006) Characterization of Arabidopsis thaliana-Fusarium graminearum interactions and identification of variation in resistance among ecotypes. Mol Plant Pathol 7: 391–403. pmid:20507455
- 32. Melotto M, Underwood W, Koczan J, Nomura K, He SY (2006) Plant stomata function in innate immunity against bacterial invasion. Cell 126: 969–980. pmid:16959575