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Kimura K, Kumagai E, Fushimi E, Maruyama A. Alternative method for determining leaf CO 2 assimilation without gas exchange measurements: Performance, comparison and sensitivity analysis. PLANT, CELL & ENVIRONMENT 2024; 47:992-1002. [PMID: 38098202 DOI: 10.1111/pce.14780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 11/20/2023] [Accepted: 11/27/2023] [Indexed: 12/20/2023]
Abstract
We present an alternative method to determine leaf CO2 assimilation rate (An ), eliminating the need for gas exchange measurements in proximal and remote sensing. This method combines the Farquhar-von Caemmerer-Berry photosynthesis model with mechanistic light reaction (MLR) theory and leaf energy balance (EB) analysis. The MLR theory estimates the actual electron transport rate (J) by leveraging chlorophyll fluorescence via pulse amplitude-modulated fluorometry for proximal sensing or sun-induced chlorophyll fluorescence measurements for remote sensing, along with spectral reflectance. The EB equation is used to directly estimate stomatal conductance from leaf temperature. In wheat and soybean, the MLR-EB model successfully estimated An variations, including midday depression, under various environmental and phenological conditions. Sensitivity analysis revealed that the leaf boundary layer conductance (gb ) played an equal, if not more, crucial role compared to the variables for J. This was primarily caused by the indirect influence of gb through the EB equation rather than its direct impact on convective CO2 exchange on the leaf. Although the MLR-EB model requires an accurate estimation of gb , it can potentially reduce uncertainties and enhance applicability in photosynthesis assessment when gas exchange measurements are unavailable.
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Affiliation(s)
- Kensuke Kimura
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
| | - Etsushi Kumagai
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
| | - Erina Fushimi
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
| | - Atsushi Maruyama
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization (NARO), Tsukuba, Japan
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Taylor SH. Phenotyping photosynthesis: yes we can. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:659-662. [PMID: 38307516 PMCID: PMC10837009 DOI: 10.1093/jxb/erad496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2024]
Abstract
This article comments on:
Keller B, Soto J, Steier A, Portilla-Benavides AE, Raatz B, Studer B, Walter A, Muller O, Urban MO. 2024. Linking photosynthesis and yield reveals a strategy to improve light use efficiency in a climbing bean breeding population. Journal of Experimental Botany 75, 901–916.
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Affiliation(s)
- Samuel H Taylor
- Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK
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Schmiege SC, Walker BJ, Sharkey TD. Using Gas Exchange to Study CO 2 Release During Photosynthesis with Steady- and Nonsteady-State Approaches. Methods Mol Biol 2024; 2792:143-161. [PMID: 38861085 DOI: 10.1007/978-1-0716-3802-6_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
Abstract
Measures of respiration in the light and Ci* are crucial to the modeling of photorespiration and photosynthesis. This chapter provides background on the equations used to model C3 photosynthesis and the history of the incorporation of the effects of rubisco oxygenation into these models. It then describes three methods used to determine two key parameters necessary to incorporate photorespiratory effects into C3 photosynthesis models: respiration in the light (RL) and Ci*. These methods include the Laisk, Yin, and isotopic methods. For the Laisk method, we also introduce a new rapid measurement technique.
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Affiliation(s)
- Stephanie C Schmiege
- Plant Resilience Institute, Michigan State University, East Lansing, MI, USA.
- Department of Biology, Western University, London, ON, Canada.
| | - Berkley J Walker
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
| | - Thomas D Sharkey
- Plant Resilience Institute, Michigan State University, East Lansing, MI, USA
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
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Darko E, Gondor KO, Kovács V, Janda T. Changes in the light environment: Short-term responses of photosynthesis and metabolism in spinach. PHYSIOLOGIA PLANTARUM 2023; 175:e13996. [PMID: 37882272 DOI: 10.1111/ppl.13996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 08/01/2023] [Accepted: 08/02/2023] [Indexed: 10/27/2023]
Abstract
Modification in the light environment can induce several changes even within a short time. In this article, light intensity and spectrum-dependent changes in photosynthetic and metabolic processes were investigated in spinach leaves. Short-term exposure of the youngest fully developed leaves provided an elevated CO2 assimilation capacity under red light compared with blue or white light, although the electron transport rate was lower. The stomatal opening was mainly stimulated by blue light. These spectrum-induced changes also depended on light intensity. When white light was used to activate the photosynthesis, the white light showed a similar light response to blue light regarding the electron transport processes and red light in terms of stomatal opening. In contrast, concerning CO2 assimilation characteristics, the white light resembled blue light at low and red light at high light intensities. These results indicate that the photosynthetic processes strongly interact with the light intensity and spectral composition. Furthermore, changes in spectral composition modified the primary metabolic processes as well. Red light induced the sugar accumulation, while more organic acids that belong to the respiration pathway were produced under blue and white lights. These changes occurred even within a short (30 min) time frame. These results also draw attention to the importance of the light environment used during the measurements of the photosynthetic activity of plants and/or sample collections.
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Affiliation(s)
- Eva Darko
- Department of Plant Physiology, Centre for Agricultural Research, ELKH, Agricultural Institute, Martonvásár, Hungary
| | - Kinga O Gondor
- Department of Plant Physiology, Centre for Agricultural Research, ELKH, Agricultural Institute, Martonvásár, Hungary
| | - Viktória Kovács
- Department of Plant Physiology, Centre for Agricultural Research, ELKH, Agricultural Institute, Martonvásár, Hungary
| | - Tibor Janda
- Department of Plant Physiology, Centre for Agricultural Research, ELKH, Agricultural Institute, Martonvásár, Hungary
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Korres NE, Norsworthy JK, FitzSimons T, Roberts TL, Oosterhuis DM, Govindjee G. Evaluation of secondary sexual dimorphism of the dioecious Amaranthus palmeri under abiotic stress. Sci Rep 2023; 13:13156. [PMID: 37573387 PMCID: PMC10423251 DOI: 10.1038/s41598-023-40453-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 08/10/2023] [Indexed: 08/14/2023] Open
Abstract
The evolution of secondary sex-specific traits of dioecious species under abiotic stress conditions has received limited research, especially in the case of Amaranthus palmeri, a fast adapting and highly competing plant. Here, we have examined the interactive effects of abiotic stress on mineral accumulation, chlorophyll a and b content, and the operating capacity of Photosystem II (PSII) in both male and female A. palmeri plants grown under three different intensities of white light, and under N, K or P deficiency. Mineral profiling of the leaves and stems (with inflorescence) highlighted intra- and intersexual differences in their accumulation pattern and mineral associations. Chlorophyll a and chlorophyll b were different between the male and the female plants, being slightly lower in the latter, at high light intensity towards maturity, or under K or P deficiency. Further, slight, although statistically significant differences were recorded in the chlorophyll a/b ratio, which was lower at the higher light intensity in the female, over that in the male, plants towards maturity. Chlorophyll fluorescence parameters, i.e., steady state and maximum fluorescence increased under high light intensity, whereas the PSII operating efficiency decreased in the female plants, indicating reduced PSII capacity. Sex-specific differences in A. palmeri showed a differential response to stressful conditions because of differences in their ontogeny and physiology, and possibly due to the cost of reproduction. We suggest that the breeding system of dioecious species has weaknesses that can be used for the ecological management of dioecious weeds without relying on the use of herbicides.
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Affiliation(s)
- Nicholas E Korres
- School of Agriculture, Department of Agriculture, University of Ioannina, Kostakii, 47100, Arta, Greece.
| | - Jason K Norsworthy
- Crop Soil and Environmental Sciences, University of Arkansas, Fayetteville, AR, 72704, USA
| | | | - Trenton L Roberts
- Crop Soil and Environmental Sciences, University of Arkansas, Fayetteville, AR, 72704, USA
| | - Derrick M Oosterhuis
- Crop Soil and Environmental Sciences, University of Arkansas, Fayetteville, AR, 72704, USA
| | - Govindjee Govindjee
- Plant Biology, Biochemistry and Biophysics, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
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Cannavò S, Bertoldi A, Valeri MC, Damiani F, Reale L, Brilli F, Paolocci F. Impact of High Light Intensity and Low Temperature on the Growth and Phenylpropanoid Profile of Azolla filiculoides. Int J Mol Sci 2023; 24:ijms24108554. [PMID: 37239901 DOI: 10.3390/ijms24108554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 05/04/2023] [Accepted: 05/06/2023] [Indexed: 05/28/2023] Open
Abstract
Exposure to high light intensity (HL) and cold treatment (CT) induces reddish pigmentation in Azolla filiculoides, an aquatic fern. Nevertheless, how these conditions, alone or in combination, influence Azolla growth and pigment synthesis remains to be fully elucidated. Likewise, the regulatory network underpinning the accumulation of flavonoids in ferns is still unclear. Here, we grew A. filiculoides under HL and/or CT conditions for 20 days and evaluated the biomass doubling time, relative growth rate, photosynthetic and non-photosynthetic pigment contents, and photosynthetic efficiency by chlorophyll fluorescence measurements. Furthermore, from the A. filiculoides genome, we mined the homologs of MYB, bHLH, and WDR genes, which form the MBW flavonoid regulatory complex in higher plants, to investigate their expression by qRT-PCR. We report that A. filiculoides optimizes photosynthesis at lower light intensities, regardless of the temperature. In addition, we show that CT does not severely hamper Azolla growth, although it causes the onset of photoinhibition. Coupling CT with HL stimulates the accumulation of flavonoids, which likely prevents irreversible photoinhibition-induced damage. Although our data do not support the formation of MBW complexes, we identified candidate MYB and bHLH regulators of flavonoids. Overall, the present findings are of fundamental and pragmatic relevance to Azolla's biology.
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Affiliation(s)
- Sara Cannavò
- Department of Chemistry, Biology, and Biotechnology, University of Perugia, 06123 Perugia, Italy
| | - Agnese Bertoldi
- Department of Chemistry, Biology, and Biotechnology, University of Perugia, 06123 Perugia, Italy
| | - Maria Cristina Valeri
- Department of Chemistry, Biology, and Biotechnology, University of Perugia, 06123 Perugia, Italy
- Institute of Bioscience and Bioresources (IBBR), National Research Council of Italy (CNR), 06128 Perugia, Italy
| | - Francesco Damiani
- Institute of Bioscience and Bioresources (IBBR), National Research Council of Italy (CNR), 06128 Perugia, Italy
| | - Lara Reale
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, 06121 Perugia, Italy
| | - Federico Brilli
- Institute for Sustainable Plant Protection (IPSP), National Research Council of Italy (CNR), 50017 Sesto Fiorentino, Italy
| | - Francesco Paolocci
- Institute of Bioscience and Bioresources (IBBR), National Research Council of Italy (CNR), 06128 Perugia, Italy
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Perera-Castro AV, Flexas J. The ratio of electron transport to assimilation (ETR/A N): underutilized but essential for assessing both equipment's proper performance and plant status. PLANTA 2023; 257:29. [PMID: 36592261 DOI: 10.1007/s00425-022-04063-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 12/27/2022] [Indexed: 06/17/2023]
Abstract
ETR/AN ratios should be in the range 7.5-10.5 for non-stressed C3 plants. Ratios extremely out of this range can be reflecting both uncontrolled plant status and technical mistakes during measurements. We urge users to explicitly refer to this ratio in future studies as a proof for internal data quality control. For the last few decades, the use of infra-red gas-exchange analysers (IRGAs) coupled with chlorophyll fluorometers that allow for measurements of net CO2 assimilation rate and estimates of electron transport rate over the same leaf area has been popularized. The evaluation of data from both instruments in an integrative manner can result in additional valuable information, such as the estimation of the light respiration, mesophyll conductance and the partitioning of the flux of electrons into carboxylation, oxygenation and alternative processes, among others. In this review, an additional and more 'straight' use of the combination of chlorophyll fluorescence and gas exchange-derived parameters is presented, namely using the direct ratio between two fully independently estimated parameters, electron transport rate (ETR)-determined by the fluorometer-and net CO2 assimilation rate (AN)-determined by the IRGA, i.e., the ETR/AN ratio, as a tool for fast detection of incongruencies in the data and potential technical problems associated with them, while checking for the study plant's status. To illustrate this application, a compilation of 75 studies that reported both parameters for a total of 178 species under varying physiological status is presented. Values of ETR/AN between 7.5 and 10.5 were most frequently found for non-stressed C3 plants. C4 species showed an average ETR/AN ratio of 4.7. The observed ratios were larger for species with high leaf mass per area and for plants subjected to stressful factors like drought or nutritional deficit. Knowing the expected ETR/AN ratio projects this ratio as a routinary and rapid check point for guaranteeing both the correct performance of equipment and the optimal/stress status of studied plants. All known errors associated with the under- or overestimation of ETR or AN are summarized in a checklist that aims to be routinely used by any IRGA/fluorometer user to strength the validity of their data.
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Affiliation(s)
- Alicia V Perera-Castro
- Department of Botany, Ecology and Plant Physiology, Universidad de La Laguna, Av. Astrofísico Francisco Sánchez, S/N, 38200, La Laguna, Canary Islands, Spain.
| | - Jaume Flexas
- Department of Biology, Agro-Environmental and Water Economics Institute (INAGEA), Universitat de LES Illes Balears, Carretera de Valldemossa Km 7.5, 07122, Palma, Illes Balears, Spain
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Morphological and Physiological Screening to Predict Lettuce Biomass Production in Controlled Environment Agriculture. REMOTE SENSING 2022. [DOI: 10.3390/rs14020316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Fast growth and rapid turnover is an important crop trait in controlled environment agriculture (CEA) due to its high cost. An ideal screening approach for fast-growing cultivars should detect desirable phenotypes non-invasively at an early growth stage, based on morphological and/or physiological traits. Hence, we established a rapid screening protocol based on a simple chlorophyll fluorescence imaging (CFI) technique to quantify the projected canopy size (PCS) of plants, combined with electron transport rate (ETR) measurements using a chlorophyll fluorometer. Eleven lettuce cultivars (Lactuca sativa), selected based on morphological differences, were grown in a greenhouse and imaged twice a week. Shoot dry weight (DW) of green cultivars at harvest 51 days after germination (DAG) was correlated with PCS at 13 DAG (R2 = 0.74), when the first true leaves had just appeared and the PCS was <8.5 cm2. However, early PCS of high anthocyanin (red) cultivars was not predictive of DW. Because light absorption by anthocyanins reduces the amount of photons available for photosynthesis, anthocyanins lower light use efficiency (LUE; DW/total incident light on canopy over the cropping cycle) and reduce growth. Additionally, the total incident light on the canopy throughout the cropping cycle explained 90% and 55% of variability in DW within green and red cultivars, respectively. Estimated leaf level ETR at a photosynthetic photon flux density (PPFD) of 200 or 1000 µmol m−2 s−1 were not correlated with DW in either green or red cultivars. In conclusion, early PCS quantification is a useful tool for the selection of fast-growing green lettuce phenotypes. However, this approach may not work in cultivars with high anthocyanin content because anthocyanins direct excitation energy away from photosynthesis and growth, weakening the correlation between incident light and growth.
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Brilli F, Dani KGS, Pasqualini S, Costarelli A, Cannavò S, Paolocci F, Zittelli GC, Mugnai G, Baraldi R, Loreto F. Exposure to different light intensities affects emission of volatiles and accumulations of both pigments and phenolics in Azolla filiculoides. PHYSIOLOGIA PLANTARUM 2022; 174:e13619. [PMID: 34988977 PMCID: PMC9305523 DOI: 10.1111/ppl.13619] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 12/03/2021] [Indexed: 06/01/2023]
Abstract
Many agronomic trials demonstrated the nitrogen-fixing ability of the ferns Azolla spp. and its obligate cyanobiont Trichormus azollae. In this study, we have screened the emission of volatile organic compounds (VOCs) and analyzed pigments (chlorophylls, carotenoids) as well as phenolic compounds in Azolla filiculoides-T. azollae symbionts exposed to different light intensities. Our results revealed VOC emission mainly comprising isoprene and methanol (~82% and ~13% of the overall blend, respectively). In particular, by dissecting VOC emission from A. filiculoides and T. azollae, we found that the cyanobacterium does not emit isoprene, whereas it relevantly contributes to the methanol flux. Enhanced isoprene emission capacity (15.95 ± 2.95 nmol m-2 s-1 ), along with increased content of both phenolic compounds and carotenoids, was measured in A. filiculoides grown for long-term under high (700 μmol m-2 s-1 ) rather than medium (400 μmol m-2 s-1 ) and low (100 μmol m-2 s-1 ) light intensity. Moreover, light-responses of chlorophyll fluorescence demonstrated that A. filiculoides was able to acclimate to high growth light. However, exposure of A. filiculoides from low (100 μmol m-2 s-1 ) to very high light (1000 μmol m-2 s-1 ) did not affect, in the short term, photosynthesis, but slightly decreased isoprene emission and leaf pigment content whereas, at the same time, dramatically raised the accumulation of phenolic compounds (i.e. deoxyanthocyanidins and phlobaphenes). Our results highlight a coordinated photoprotection mechanism consisting of isoprene emission and phenolic compounds accumulation employed by A. filiculoides to cope with increasing light intensities.
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Affiliation(s)
- Federico Brilli
- Institute for Sustainable Plant Protection (IPSP)National Research Council of Italy (CNR)Sesto FiorentinoItaly
| | - K. G. Srikanta Dani
- Institute for Sustainable Plant Protection (IPSP)National Research Council of Italy (CNR)Sesto FiorentinoItaly
| | - Stefania Pasqualini
- Department of Chemistry, Biology and BiotechnologyUniversity of PerugiaPerugiaItaly
| | - Alma Costarelli
- Department of Chemistry, Biology and BiotechnologyUniversity of PerugiaPerugiaItaly
| | - Sara Cannavò
- Department of Chemistry, Biology and BiotechnologyUniversity of PerugiaPerugiaItaly
| | - Francesco Paolocci
- Institute of Biosciences and BioResources (IBBR)National Research Council of Italy (CNR)PerugiaItaly
| | | | - Gianmarco Mugnai
- Institute of BioEconomy (IBE)National Research Council of Italy (CNR)Sesto FiorentinoItaly
| | - Rita Baraldi
- Institute of BioEconomy (IBE)National Research Council of Italy (CNR)BolognaItaly
| | - Francesco Loreto
- Institute for Sustainable Plant Protection (IPSP)National Research Council of Italy (CNR)Sesto FiorentinoItaly
- Department of BiologyThe University of Naples Federico IINaplesItaly
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