A rapid assay for assessing bacterial effects on Arabidopsis thermotolerance
Plant Methods volume 19, Article number: 63 (2023)
The role of beneficial microbes in mitigating plant abiotic stress has received considerable attention. However, the lack of a reproducible and relatively high-throughput screen for microbial contributions to plant thermotolerance has greatly limited progress in this area, this slows the discovery of novel beneficial isolates and the processes by which they operate.
We designed a rapid phenotyping method to assess the effects of bacteria on plant host thermotolerance. After testing multiple growth conditions, a hydroponic system was selected and used to optimize an Arabidopsis heat shock regime and phenotypic evaluation. Arabidopsis seedlings germinated on a PTFE mesh disc were floated onto a 6-well plate containing liquid MS media, then subjected to heat shock at 45 °C for various duration. To characterize phenotype, plants were harvested after four days of recovery to measure chlorophyll content. The method was extended to include bacterial isolates and to quantify bacterial contributions to host plant thermotolerance. As an exemplar, the method was used to screen 25 strains of the plant growth promoting Variovorax spp. for enhanced plant thermotolerance. A follow-up study demonstrated the reproducibility of this assay and led to the discovery of a novel beneficial interaction.
This method enables rapid screening of individual bacterial strains for beneficial effects on host plant thermotolerance. The throughput and reproducibility of the system is ideal for testing many genetic variants of Arabidopsis and bacterial strains.
In the past hundred years, the average global temperature has increased by 1.1 °C and is projected to continue increasing at a rate of 0.2 °C per decade . In addition to increasing average temperature, global climate change has been linked to more frequent and severe extreme temperature events such as heat waves which have increased in frequency, intensity, and duration [2, 3]. Heat stress is a major environmental factor that negatively affects plant growth and productivity, and ultimately threatens world food security. For instance, extreme heat events have reduced global cereal production by 9.1% from 1964 to 2007, mainly due to grain yield deficit . Furthermore, crop models also predict that each degree Celsius increase in global average temperature would reduce global yields of wheat by 6%, rice by 3.2%, maize by 7.4%, and soybean by 3.1% [5, 6].
To cope with heat stress, plants are able to develop tolerance upon exposure to increased but non-damaging temperature, known as thermo-priming, which can allow them to survive subsequent heat stress . The involvement of many genes including HSFs (heat shock transcription factors) and HSPs (heat shock proteins) in thermo-priming has been extensively studied . Distinct from this acquired thermotolerance, plants have the innate ability to survive under heat stress (i.e., basal thermotolerance) which depends on plant species and genotype. Using thermotolerant germplasm and/or well-studied genes in heat response, multiple programs are currently underway to improve plant thermotolerance mainly through traditional breeding or bio-design engineering efforts [9, 10]. However, an emerging approach to enhance thermotolerance is through plant associations with beneficial microbes. Studies have investigated the bacterial association on plant growth, commonly termed plant growth-promoting bacteria (PGPB), under heat stress. Several examples of PGPB enhanced plant thermotolerance have been reported using wheat, sorghum, soybean, and tomato [11,12,13,14]. Recent studies show that PGPB alter host metabolism which can reduce heat-induced membrane injury, increase HSP levels, and alter chromatin modification via heat stress memory loci [12, 15, 16]. However, plant - PGPB interactions are highly species- and genotype-specific [17, 18], therefore the mechanism underlying the bacterial-provided thermal benefits is largely unknown.
Assays for plant thermotolerance have been developed to study plant heat acclimation and screen mutant lines [7, 19]. Critical assay components to consider when designing a high-throughput reproducible experimental protocol to assess plant thermotolerance are the heat stress regime and plant phenotyping. Heat stress regime can be determined based on the intensity and duration, of which the impact largely depends on plant species, culture system, physiological state, and developmental stage [20, 21]. Various indicators have been used to distinguish plant phenotypes under heat stress, including hypocotyl elongation, survival rate, biomass, ion leakage, chlorophyll content and fluorescence, gene expression, and seed germination [16, 19, 22,23,24,25,26]. However, no standard approach has been developed to explore bacterial effects on plant host thermotolerance. A reliable, high-throughput assay to quantify such beneficial effects could help to identify the molecular genetics governing thermotolerance from the perspective of both the bacteria and their plant hosts.
In the present study, we developed a rapid assay to assess bacterial effects on Arabidopsis thermotolerance. We introduced a hydroponic-based culture system to simplify the inoculation process and provide consistent heat stress. The basal thermotolerance of seedlings was quantified by measuring chlorophyll content under different heat durations. We utilized this assay to screen Variovorax strains for the ability to provide benefits to plants to heat stress. We subsequently performed additional analyses on a promising strain to confirm the bacterial provided thermotolerance. This assay is not only amenable to high-throughput screening of individual bacterial strains but can also scale to include multiple Arabidopsis genetic variants and microbial consortia.
Results and discussion
Establishment of culture system and phenotypic evaluation for heat shock bioassay
The basal level of plant thermotolerance depends on multiple factors including plant developmental stage and physiological state. Because growth conditions can influence plant development, we tested multiple systems. First, we tested a vertical agar approach where Arabidopsis seedlings were placed on MS agar plates in a vertical position. After two weeks of growth, seedlings were subjected to heat shock at 45 °C, and then transferred to normal growth condition at 22 °C for recovery for 4 days before performing phenotypic assays. Results from this approach were varied and highly inconsistent depending on the seedling position within the plate (Fig. 1). Plants on the top row showed higher percentage of bleached leaves compared to plants on the middle row: 30.2 ± 22.9% (top) and 0% (bottom) with 13 min heat shock (P < 0.001); 97.6 ± 6.3% (top) and 29.6 ± 16.0% (bottom) with 15 min heat shock (P < 0.001). It is likely that these inconsistencies are due to variation in agar medium thickness and water status across the vertical plate as the top portion of the gel dried more quickly than that of the bottom area. The difference in thickness likely resulted in more damage from heat shock to the plants grown on the thinner part relative to those on the thicker part, leading to inconsistency in evaluation of thermotolerance. Even when seeds were placed on the same line of each plate, other factors like positional effect in the growth chamber which affects air flow made it difficult to maintain a consistent amount of medium per plate. Similar concerns with agar plate-based thermotolerance assays prone to inconsistent results, both between and within plates, have been previously mentioned unless proper caution is used when performing the assay [7, 21].
To overcome the inconsistent medium effect, we tested a hydroponic culture system based on the method developed by Voges et al.  which allows for an even amount of liquid medium before heat shock treatment. Seeds were placed on a PTFE mesh raft and then floated on liquid MS medium. However, the rate of true leaf development was poor when seeds were germinated directly on the liquid medium (Fig. 2B, upper image). When it comes to hydroponic culture for Arabidopsis, establishment of the root system is difficult to achieve as young seedlings are sensitive to hypoxic stress . Alternatively, a PTFE mesh raft with seeds was first placed on a solid MS agar plate (7 days) to allow root system establishment before transfer to liquid medium. This approach yielded over 90% of the plants progressing to true leaf development (Fig. 2B, bottom images). After an additional 7 days within the liquid medium, the same volume of fresh medium was replaced in each well providing equal amount of medium to minimize the inconsistent medium effect, and then seedlings were subjected to heat shock at 45 °C followed by a recovery period for 4 days at 22 °C (Fig. 2A).
Total chlorophyll content was measured after the recovery period to estimate the basal level of thermotolerance. Chlorophyll is a crucial plant pigment in the photosynthetic process, and it is highly sensitive to environmental factors such as heat which results in loss of chlorophyll content and eventual decrease in photosynthetic capacity and productivity . Thus, chlorophyll content has been extensively used as a reliable indicator to estimate plant health and productivity [29, 30]. To speed up the measuring process for a high-throughput assay, we used a 96-well plate-based microplate reader rather than a cuvette-based spectrophotometer which is slow as it can only measure one sample at a time. As published equations for estimating chlorophyll content are based on values measured by a standardized 1-cm pathlength spectrophotometer [31, 32], values (A665 and A648) obtained from the microplate reader were corrected by multiplying by 1.6 before being applied to the equation. The estimated chlorophyll content measured by the microplate reader showed a strong linear correlation with the results obtained from a spectrophotometer using 1 mL cuvettes (R2 = 0.9744, Fig. 2C).
The impact of heat shock on plant health can be varied based on the intensity (i.e., temperature) and duration of the shock. In terms of temperature, heat shock at 45 °C has been commonly used for Arabidopsis seedlings; however, the length of heat shock was widely different, ranging from 15 min to several hours, depending on the physiological state, developmental stage, tissue types, and the aims of each study [7, 19, 33, 34]. Using the hydroponic culture system and microplate-based chlorophyll measurement method, we assessed the effect of heat shock duration (12–20 min range with 2 min increments at 45 °C). Results indicated that Arabidopsis seedlings were sensitive to a short term of heat shock (Fig. 3). Chlorophyll content was gradually reduced as the heat shock duration increased and a sharp drop was observed after 14 min of 45 °C exposure. Silva-Correia et al.  also reported a dramatic loss of viability in 7-day-old Arabidopsis seedlings (seedling survival rate of over 90% and below 20% with 10 and 15 min of heat shock at 45 °C, respectively), suggesting even small differences in heat shock duration can result in different outcomes. Thus, heat shock duration should be carefully determined for each study. A wide variation in chlorophyll content was observed within the samples treated by heat shock over 16 min, which is due to spurious increases in the fresh weight of bleached/dead seedlings that were soaked thoroughly in liquid medium (Fig. 3). Given these results, we selected 14 min of heat shock for further experiments.
Screening of bacterial strains for host plant thermotolerance
Twenty-five bacterial strains from the genus Variovorax were examined for their ability to enhance host plant thermotolerance. These bacteria are among the core taxa present in the root microbiota of diverse plant species and are known to improve plant root growth [35, 36]. Individual strains of Variovorax were added to MS liquid medium to inoculate 7-day-old seedlings and co-cultured for an additional 7 days before heat shock treatment. After 4 days of recovery, plants were harvested, and chlorophyll was extracted. Across all treatments, chlorophyll content was reduced from 21 to 38% compared to the no heat shock (NHS) control (Fig. 4). Among the 25 Variovorax treatments, plants inoculated with six strains (CF313, YR634, GV004, GV035, YR752, and OV084) showed significantly higher levels of chlorophyll content compared to the no-bacteria heat shocked plants (Mock), indicating bacterial provided thermotolerance (Fig. 4). To confirm these results, we selected one strain (CF313) for additional experiments.
To confirm the effect of Variovorax sp. CF313 on enhanced thermotolerance in Arabidopsis, we evaluated the chlorophyll content by comparing the no-bacteria heat shocked (HS) plants to the thermo-primed (Pr) plants and to plants inoculated with CF313 (Bac). Thermo-primed plants were exposed to 37 °C for 90 min one day prior to heat shock (Fig. 5a). Compared to NHS control plants, HS plants showed a major reduction in chlorophyll content (− 20.4%) while thermo-primed (Pr + HS) plants showed only 9.3% reduction after heat shock (Fig. 5b). Plants inoculated with CF313 (Bac + HS) exhibited 17% reduction of chlorophyll content which is lower than that of uninoculated plants (HS) but higher than that of thermo-primed plants (Fig. 5b). These results suggest that CF313 enhanced thermotolerance in Arabidopsis but to a lesser degree than thermo-priming. Plants that were inoculated with heat killed CF313 or the supernatant of CF313 culture exhibited similar phenotype with HS plants (Fig. 5b), indicating that the thermal benefit conferred by CF313 is from direct contact with living bacteria.
The mechanisms underlying plant benefits from CF313 are not fully elucidated within the current experiment. Plant-microbe interactions are highly complex process which includes phytohormone homeostasis mediated by PGPBs. Under stress conditions plants overproduce ethylene which inhibits plant growth and development , therefore lowering the level of ethylene in plants can mitigate abiotic stresses. Various studies have reported that the application of ACC (1-aminocyclopropane-1-carboxylic acid) deaminase-producing PGPBs moderated ethylene metabolism and conferred thermotolerance to plant hosts [14, 38, 39]. Variovorax is an ACC deaminase-producing PGPB that can stimulate plant growth under normal growth condition by reducing both the ACC concentration in the leaves and foliar ethylene emission . In this study, we demonstrate that Variovorax enhances Arabidopsis thermotolerance through yet unknown mechanisms which might be related to ethylene signaling. However, this assay can easily include Arabidopsis mutants targeting specific pathways of interest, thereby enabling future efforts to elucidate underlying molecular genetic mechanisms.
This study provides a robust method for screening Arabidopsis thermotolerance in the context of bacterial provided benefits to heat. Our assay enables the rapid evaluation of individual bacterial strains on plant thermotolerance and can also be used to study the emergent effects of bacteria-bacteria interactions within a community. Future studies will focus on comparative genomics using multiple plant genotypes and bacterial strains to elucidate the molecular genetic mechanisms underlying how plants receive thermotolerance benefits from bacteria. In addition, as this assay employs a hydroponic system and liquid inoculum, automation of the whole process from inoculation to phenotyping would be possible.
Wild-type Arabidopsis thaliana (Col-0) seeds were first sterilized in 1 mL of 70% (v/v) ethanol for 1 min, then treated with 1 mL of bleach solution [50% (v/v) bleach/0.05% (v/v) Tween-20] for 5 min with vortexing. Surface-sterilized seeds were rinsed five times with sterile water, re-suspended in sterile water, and then stored at 4°C in the dark for 3 days before planting. For the MS agar plate assay, stratified seeds were planted onto plates containing MS media (4.3 g Murashige & Skoog salts, 0.5 g MES, 6 g agar per liter; pH 5.7; 40 mL per plate), and the plates were placed in a growth chamber vertically for 2 weeks before heat shock treatment. For the hydroponic-based assay, we used autoclaved circular PTFE mesh discs (0.025”x 0.005” opening, McMaster-Carr) following Voges et al.  method with a slight modification . About 12 seeds were individually planted in a square grid on each disc. Discs were then placed onto a plate containing MS media and germinated in the dark for 3 days to stimulate hypocotyl elongation which prevent shoots from getting wet. Plates were then moved to the light condition for further growth. One-week-old seedlings on mesh discs were then transferred to 6-well plates (VWR) that contained 3 mL of 1x liquid MS medium in each well. Plants were grown in a growth chamber (Precision™ Plant Growth Chamber, Thermo Scientific) under a 12 h light cycle with 100 µmol photon m− 2s− 1 at 22 °C.
Heat shock regime
Two-week-old seedlings were subjected to heat shock at 45 °C by placing the plates onto a temperature-controlled water bath. To minimize other stress factors like light, the water bath was covered with aluminum foil. To provide equal amount of medium per each well, we replaced medium with 2 mL fresh liquid MS medium right before the heat shock treatment. After heat shock treatment, plants were placed back to normal growth condition for recovery for 4 days. For thermo-priming, plants were exposed to non-lethal temperature at 37 °C for 90 min one day prior to heat shock. At the end of the experiments, plants were harvested for phenotyping.
Bacteria preparation and plant inoculation
Twenty-five Variovorax strains isolated from the roots of Populus were used in this study . Each strain was streaked on R2A agar plate and cultured at 28 °C for two days. A single bacterial colony from the agar plate was inoculated into 3 mL of R2A broth and cultured at 28 °C with shaking at 250 rpm overnight, spun down, and the pellet was washed 3 times with liquid MS medium. The OD600 was determined using a BioTek microplate reader, and then diluted to a final OD600 of 0.01 (2.9 × 107 CFU/mL) in liquid MS medium before adding to a 6-well plate (3 mL per well) to inoculate seedlings. To test if the bacterial effects to plant thermotolerance are direct or indirect, heat-killed bacteria and supernatant of bacterial culture filtered through 0.45 μm filter were also used.
Chlorophyll content measurement
To characterize phenotype, whole rosettes in each mesh disc were harvested together and weighed, then placed in a glass test tube with 2 mL of 100% dimethyl sulphoxide (DMSO) to extract chlorophyll. Sample tubes were incubated at 65 °C for 10 min followed by cooling at room temperature in the dark for 10 min. Once all tissue was discolored, 200 µL of extract was pipetted to a 96-well plate and light absorbance at 665 and 648 nm was measured using a BioTek microplate reader. The absorbance was then converted into 1 cm pathlength-compatible values by multiplying by 1.6 in order to be used in the spectrophotometric equation for estimating chlorophyll content. The concentrations of total chlorophyll (mg/g fresh weight) were calculated using the following equation: total chlorophyll (mg/L) = 7.49ˑA665 + 20.34ˑA648, multiply 0.002 L, then divide by fresh weight (g) of ca. 10 seedlings in one well .
Pörtner H-O, Roberts DC, Tignor MMB, Poloczanska ES, Mintenbeck K, Alegría A, et al. editors. Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. 2022.
Perkins SE, Alexander LV, Nairn JR. Increasing frequency, intensity and duration of observed global heatwaves and warm spells. Geophys Res Lett. 2012;39:L20714. https://doi.org/10.1029/2012GL053361
Hatfield JL, Prueger JH. Temperature extremes: Effect on plant growth and development. Weather Clim Extrem. 2015;10:4–10.
Lesk C, Rowhani P, Ramankutty N. Influence of extreme weather disasters on global crop production. Nature 2016;529:84–87
Asseng S, Ewert F, Martre P, Rötter RP, Lobell DB, Cammarano D, et al. Rising temperatures reduce global wheat production. Nat Clim Change. 2015;5:143–7.
Zhao C, Liu B, Piao S, Wang X, Lobell DB, Huang Y, et al. Temperature increase reduces global yields of major crops in four independent estimates. Proc Natl Acad Sci. 2017;114:9326–31.
Kim M, McLoughlin F, Basha E, Vierling E. Assessing plant tolerance to acute heat stress. Bio-Protoc. 2017;7:e2405–5.
Ohama N, Sato H, Shinozaki K, Yamaguchi-Shinozaki K. Transcriptional regulatory network of plant heat stress response. Trends Plant Sci. 2017;22:53–65.
Driedonks N, Rieu I, Vriezen WH. Breeding for plant heat tolerance at vegetative and reproductive stages. Plant Reprod. 2016;29:67–79.
Ali S, Rizwan M, Arif MS, Ahmad R, Hasanuzzaman M, Ali B, et al. Approaches in enhancing thermotolerance in plants: an updated review. J Plant Growth Regul. 2020;39:456–80.
Ali SkZ, Sandhya V, Grover M, Kishore N, Rao LV, Venkateswarlu B. Pseudomonas sp. strain AKM-P6 enhances tolerance of sorghum seedlings to elevated temperatures. Biol Fertil Soils. 2009;46:45–55.
Ali ShaikZ, Sandhya V, Grover M, Linga VR, Bandi V. Effect of inoculation with a thermotolerant plant growth promoting Pseudomonas putida strain AKMP7 on growth of wheat (Triticum spp.) under heat stress. J Plant Interact. 2011;6:239–46.
Issa A, Esmaeel Q, Sanchez L, Courteaux B, Guise J-F, Gibon Y et al. Impacts of Paraburkholderia phytofirmans strain PsJN on tomato (Lycopersicon esculentum L.) under high temperature. Front Plant Sci. 2018;9:1397. https://doi.org/10.3389/fpls.2018.01397
Khan MA, Asaf S, Khan AL, Jan R, Kang S-M, Kim K-M, et al. Thermotolerance effect of plant growth-promoting Bacillus cereus SA1 on soybean during heat stress. BMC Microbiol. 2020;20:175.
Abd El-Daim IA, Bejai S, Meijer J. Improved heat stress tolerance of wheat seedlings by bacterial seed treatment. Plant Soil. 2014;379:337–50.
Shekhawat K, Saad MM, Sheikh A, Mariappan K, Al-Mahmoudi H, Abdulhakim F, et al. Root endophyte induced plant thermotolerance by constitutive chromatin modification at heat stress memory gene loci. EMBO Rep. 2021;22:e51049.
Berg G, Smalla K. Plant species and soil type cooperatively shape the structure and function of microbial communities in the rhizosphere. FEMS Microbiol Ecol. 2009;68:1–13.
Chaudhry V, Runge P, Sengupta P, Doehlemann G, Parker JE, Kemen E. Shaping the leaf microbiota: plant–microbe–microbe interactions. J Exp Bot. 2021;72:36–56.
Silva-Correia J, Freitas S, Tavares RM, Lino-Neto T, Azevedo H. Phenotypic analysis of the Arabidopsis heat stress response during germination and early seedling development. Plant Methods. 2014;10:7.
Mesihovic A, Iannacone R, Firon N, Fragkostefanakis S. Heat stress regimes for the investigation of pollen thermotolerance in crop plants. Plant Reprod. 2016;29:93–105.
Yeh C-H, Kaplinsky NJ, Hu C, Charng Y. Some like it hot, some like it warm: phenotyping to explore thermotolerance diversity. Plant Sci. 2012;195:10–23.
Charng Y, Liu H, Liu N, Chi W, Wang C, Chang S, et al. A heat-inducible transcription factor, HsfA2, is required for extension of acquired thermotolerance in Arabidopsis. Plant Physiol. 2007;143:251–62.
Chen J, Burke JJ, Xin Z. Chlorophyll fluorescence analysis revealed essential roles of FtsH11 protease in regulation of the adaptive responses of photosynthetic systems to high temperature. BMC Plant Biol. 2018;18:11.
Hong S-W, Vierling E. Mutants of Arabidopsis thaliana defective in the acquisition of tolerance to high temperature stress. Proc Natl Acad Sci. 2000;97:4392–7.
Su P-H, Li H. Arabidopsis stromal 70-kD heat shock proteins are essential for plant development and important for thermotolerance of germinating seeds. Plant Physiol. 2008;146:1231–41.
Kast EJ, Nguyen M-DT, Lawrence RE, Rabeler C, Kaplinsky NJ. The RootScope: a simple high-throughput screening system for quantitating gene expression dynamics in plant roots. BMC Plant Biol. 2013;13:158.
Gibeaut DM, Hulett J, Cramer GR, Seemann JR. Maximal biomass of Arabidopsis thaliana using a simple, low-maintenance hydroponic method and favorable environmental conditions. Plant Physiol. 1997;115:317–9.
Hu S, Ding Y, Zhu C. Sensitivity and responses of chloroplasts to heat stress in plants. Front Plant Sci. 2020;11:375. https://doi.org/10.3389/fpls.2020.00375.
Palta JP. Leaf chlorophyll content. Remote Sens Rev. 1990;5:207–13.
Pavlovic D, Nikolic B, Djurovic S, Waisi H, Andjelkovic A, Marisavljevic D. Chlorophyll as a measure of plant health: agroecological aspects. Pestic Fitomedicina. 2014;29:21–34.
Barnes JD, Balaguer L, Manrique E, Elvira S, Davison AW. A reappraisal of the use of DMSO for the extraction and determination of chlorophylls a and b in lichens and higher plants. Environ Exp Bot. 1992;32:85–100.
Warren CR. Rapid measurement of chlorophylls with a microplate reader. J Plant Nutr. 2008;31:1321–32.
Alavilli H, Lee H, Park M, Yun D-J, Lee B-H. Enhanced multiple stress tolerance in Arabidopsis by overexpression of the polar moss peptidyl prolyl isomerase FKBP12 gene. Plant Cell Rep. 2018;37:453–65.
Nishizawa A, Yabuta Y, Yoshida E, Maruta T, Yoshimura K, Shigeoka S. Arabidopsis heat shock transcription factor A2 as a key regulator in response to several types of environmental stress. Plant J. 2006;48:535–47.
Carper DL, Weston DJ, Barde A, Timm CM, Lu T-Y, Burdick LH, et al. Cultivating the bacterial microbiota of Populus roots. mSystems. 2021;6:e01306–20.
Finkel OM, Salas-González I, Castrillo G, Conway JM, Law TF, Teixeira PJPL, et al. A single bacterial genus maintains root growth in a complex microbiome. Nature. 2020;587:103–8.
Dubois M, Van den Broeck L, Inzé D. The pivotal role of ethylene in plant growth. Trends Plant Sci. 2018;23:311–23.
Choi J, Roy Choudhury A, Park S-Y, Oh M-M, Sa T. Inoculation of ACC deaminase-producing Brevibacterium linens RS16 enhances tolerance against combined UV-B radiation and heat stresses in rice (Oryza sativa L.). Sustainability. 2021;13:10013.
Mukhtar T, Rehman S, ur, Smith D, Sultan T, Seleiman MF, Alsadon AA, et al. Mitigation of heat stress in Solanum lycopersicum L. by ACC-deaminase and exopolysaccharide producing Bacillus cereus: Effects on biochemical profiling. Sustainability. 2020;12:2159.
Chen L, Dodd IC, Theobald JC, Belimov AA, Davies WJ. The rhizobacterium Variovorax paradoxus 5 C-2, containing ACC deaminase, promotes growth and development of Arabidopsis thaliana via an ethylene-dependent pathway. J Exp Bot. 2013;64:1565–73.
Voges MJEEE, Bai Y, Schulze-Lefert P, Sattely ES. Plant-derived coumarins shape the composition of an Arabidopsis synthetic root microbiome. Proc Natl Acad Sci. 2019;116:12558–65.
This manuscript has been authored by UT-Battelle, LLC under Contract No. DE-AC05-00OR22725 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable, world-wide license to publish or reproduce the published form of this manuscript, or allow others to do so, for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).
This research was sponsored by the Genomic Science Program, U.S. Department of Energy, Office of Science, Biological and Environmental Research, as part of the Plant-Microbe Interfaces Scientific Focus Area at ORNL (http://pmi.ornl.gov). BP and the plant phenotyping component is supported by funding from the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT-Battelle, LLC, for the U.S. Department of Energy under contract no. DE-AC05–00OR22725.
Conflicts of interest
The authors declare no competing interests.
The datasets generated and analyzed during the current study are available from the corresponding author on reasonable request.
Ethics approval and consent to participate
Consent to publish
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Lee, J.H., Burdick, L.H., Piatkowski, B. et al. A rapid assay for assessing bacterial effects on Arabidopsis thermotolerance. Plant Methods 19, 63 (2023). https://doi.org/10.1186/s13007-023-01022-0
- Heat stress
- Chlorophyll content
- Rapid assay
- Plant-microbe interactions