Luke M. Gregory’s research while affiliated with Michigan State University and other places

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Publications (11)


Following the oxygenation of RuBP by rubisco in the chloroplast and the formation of phosphoglycolate (2-PG), phosphoglycolate phosphatase (PGP) converts 2-PG into glycolate. Glycolate is transported to the peroxisome where glycolate oxidase (GO) catalyzes the conversion of glycolate and O2 to glyoxylate and hydrogen peroxide (H2O2). H2O2 is decomposed in the peroxisome into H2O and O2 by catalase (CAT), while glyoxylate is animated with glutamate or alanine to produce glycine via aminotransferase (GGAT or AGAT). Glycine in transported into the mitochondrion and decarboxylated to produce serine by the glycine decarboxylase complex and serine hydroxymethyltransferase. Serine is transported back to the peroxisome and converted to hydroxypyruvate by serine glyoxylate aminotransferase (SGAT). Hydroxypyruvate is reduced by hydroxypyruvate reductase (HPR) to form glycerate. Glycerate is transported back to the chloroplast and converted by glycerate kinase (GLYK) to 3-PGA, which re-enter the C3 cycle. Image reproduced from: Catalase protects against nonenzymatic decarboxylations during photorespiration in Arabidopsis thaliana/Bao et al./Plant Direct Volume 5/Issue 12. Copyright (c) [2021] authors hold copyright and have given permission to reproduce.
Chloroplastic photorespiratory enzyme activities in B. papyrifera at 25 °C and 35 °C. Specific activities per m² leaf area were measured in B. papyrifera using crude protein extract for rubisco (total activity), phosphoglycolate phosphatase, and glycerate kinase. Colors represent temperature treatments, with ambient temperature in yellow, ambient temperature + 4 °C in orange, and ambient temperature + 8 °C in red. No hatching pattern denotes ambient CO2 concentration, while hatching represents elevated CO2. Shown are the boxplots as well as the points indicating the biological replicates (n = 6). Significant difference between treatment types is indicated by letters as determined by Two-way ANOVA and Tukey–Kramer ad hoc test with p < 0.05.
Peroxisomal photorespiratory enzyme activities in B. papyrifera at 25 °C and 35 °C. Specific activities per m² leaf area were measured in B. papyrifera using crude protein extract for peroxisomal enzymes glycolate oxidase, catalase, hydroxypyruvate reductase, glutamate glyoxylate aminotransferase, alanine glyoxylate aminotransferase, and serine glyoxylate aminotransferase. Colors represent temperature treatments, with ambient temperature in yellow, ambient temperature + 4 °C in orange, and ambient temperature + 8 °C in red. No hatching pattern denotes ambient CO2 concentration, while hatching represents elevated CO2. Shown are the boxplots as well as the points indicating the biological replicates (n = 6). Significant difference between treatment types is indicated by letters as determined by Two-way ANOVA and Tukey–Kramer ad hoc test with p < 0.05.
Downstream photorespiratory enzyme activities correlation to rubisco activity in B. papyrifera. A correlation of the specific activities per m² leaf area of the eight downstream photorespiratory enzymes (phosphoglycolate phosphatase, glycolate oxidase, catalase, glutamate glyoxylate aminotransferase, alanine glyoxylate aminotransferase, serine glyoxylate aminotransferase, hydroxypyruvate reductase, and glycerate kinase) versus rubisco are visualized in B. papyrifera using crude protein extract. Colors represent temperature treatments, with ambient temperature in yellow, ambient temperature + 4 °C in orange, and ambient temperature + 8 °C in red. Shape represents CO2 concentration, with ambient CO2 being circles and elevated CO2 being triangles. Linear regressions are fitted with the corresponding p-values (p < 0.01) and adjusted R².
Rubisco activation state. Initial and chemically activated Specific activities per m² leaf area were measured in B. papyrifera using crude protein extract for rubisco and divided to give activation state on a percentage basis. Colors represent temperature treatments, with ambient temperature in yellow, ambient temperature + 4 °C in orange, and ambient temperature + 8 °C in red. No hatching pattern denotes ambient CO2 concentration, while hatching pattern represents elevated CO2. Significant difference between treatment types is indicated by letters as determined by Two-way ANOVA and Tukey–Kramer ad hoc test with p < 0.05.

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Rubisco activity and activation state dictate photorespiratory plasticity in Betula papyrifera acclimated to future climate conditions
  • Article
  • Full-text available

November 2024

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75 Reads

Luke M. Gregory

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Kate F. Scott

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Luke A. Sharpe

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[...]

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Plant metabolism faces a challenge of investing enough enzymatic capacity to a pathway without overinvestment. As it takes energy and resources to build, operate, and maintain enzymes, there are benefits and drawbacks to accurately matching capacity to the pathway influx. The relationship between functional capacity and physiological load could be explained through symmorphosis, which would quantitatively match enzymatic capacity to pathway influx. Alternatively, plants could maintain excess enzymatic capacity to manage unpredictable pathway influx. In this study, we use photorespiration as a case study to investigate these two hypotheses in Betula papyrifera. This involves altering photorespiratory influx by manipulating the growth environment, via changes in CO2 concentration and temperature, to determine how photorespiratory capacity acclimates to environmental treatments. Surprisingly, the results from these measurements indicate that there is no plasticity in photorespiratory capacity in B. papyrifera, and that a fixed capacity is maintained under each growth condition. The fixed capacity is likely due to the existence of reserve capacity in the pathway that manages unpredictable photorespiratory influx in dynamic environments. Additionally, we found that B. papyrifera had a constant net carbon assimilation under each growth condition due to an adjustment of functional rubisco activity driven by changes in activation state. These results provide insight into the acclimation ability and limitations of B. papyrifera to future climate scenarios currently predicted in the next century.

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Measuring and Quantifying Characteristics of the Post-illumination Burst

June 2024

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9 Reads

Methods in molecular biology (Clifton, N.J.)

Leaf-level gas exchange enables accurate measurements of net CO2 assimilation in the light, as well as CO2 respiration in the dark. Net positive CO2 assimilation in the light indicates that the gain of carbon by photosynthesis offsets the photorespiratory loss of CO2 and respiration of CO2 in the light (RL), while the CO2 respired in the dark is mainly attributed to respiration in the dark (RD). Measuring the CO2 release specifically from photorespiration in the light is challenging since net CO2 assimilation involves three concurrent processes (the velocity of rubisco carboxylation; vc, velocity of rubisco oxygenation; vo, and RL). However, by employing a rapid light-dark transient, it is possible to transiently measure some of the CO2 release from photorespiration without the background of vc-based assimilation in the dark. This method is commonly known as the post-illumination CO2 burst (PIB) and results in a “burst” of CO2 immediately after the transition to the dark. This burst can be quantitatively characterized using several approaches. Here, we describe how to set up a PIB measurement and provide some guidelines on how to analyze and interpret the data obtained using a PIB analysis application developed in R.


High Throughput Phosphoglycolate Phosphatase Activity Assay Using Crude Leaf Extract and Recombinant Enzyme to Determine Kinetic Parameters Km and Vmax Using a Microplate Reader

June 2024

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11 Reads

Methods in molecular biology (Clifton, N.J.)

Determining enzyme activities involved in photorespiration, either in a crude plant tissue extract or in a preparation of a recombinant enzyme, is time-consuming, especially when large number of samples need to be processed. This chapter presents a phosphoglycolate phosphatase (PGLP) activity assay that is adapted for use in a 96-well microplate format. The microplate format for the assay requires fewer enzymes and reagents and allows rapid and less expensive measurement of PGLP enzyme activity. The small volume of reaction mix in a 96-well microplate format enables the determination of PGLP enzyme activity for screening many plant samples, multiple enzyme activities using the same protein extract, and/or identifying kinetic parameters for a recombinant enzyme. To assist in preparing assay reagents, we also present an R Shiny buffer preparation app for PGLP and other photorespiratory enzyme activities and a Km and Vmax calculation app.


Increased activity of core photorespiratory enzymes and CO2 transfer conductances are associated with higher and more optimal photosynthetic rates under elevated temperatures in the extremophile Rhazya stricta

September 2023

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85 Reads

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12 Citations

Increase photorespiration and optimising intrinsic water use efficiency are unique challenges to photosynthetic carbon fixation at elevated temperatures. To determine how plants can adapt to facilitate high rates of photorespiration at elevated temperatures while also maintaining water-use efficiency, we performed in-depth gas exchange and biochemical assays of the C3 extremophile, Rhazya stricta. These results demonstrate that R. stricta supports higher rates of photorespiration under elevated temperatures and that these higher rates of photorespiration correlate with increased activity of key photorespiratory enzymes; phosphoglycolate phosphatase and catalase. The increased photorespiratory enzyme activities may increase the overall capacity of photorespiration by reducing enzymatic bottlenecks and allowing minimal inhibitor accumulation under high photorespiratory rates. Additionally, we found the CO2 transfer conductances (stomatal and mesophyll) are re-allocated to increase the water-use efficiency in R. stricta but not necessarily the photosynthetic response to temperature. These results suggest important adaptive strategies in R. stricta that maintain photosynthetic rates under elevated temperatures with optimal water loss. The strategies found in R. stricta may inform breeding and engineering efforts in other C3 species to improve photosynthetic efficiency at high temperatures.


Figure 3 Dynamics of net CO 2 assimilation rate transitioning from 2% O 2 to 40% O 2 . The delay in reaching the new steady-state assimilation rate is shown by the shaded region and is possibly due in part to accumulation in glycine pools. Measurements were performed on the youngest-fully expanded leaf of Nicotiana tabacum using an LI-Cor 6800 and a custom gas mixing system to control O 2 and N 2 .
Modifying photorespiration to optimize crop performance

January 2023

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154 Reads

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3 Citations

The initial reaction of CO2 fixation has a shared specificity with oxygen, resulting in the formation of 2-phosphoglycolate, an inhibitory sugar. 2-phosphoglycolate is detoxified by photorespiration, but this recycling requires energy and releases carbon, substantially reducing rates of net CO2 fixation in many crop plants. Many strategies are in development to modify native photorespiration and more efficiently detoxify intermediates of photorespiration to boost subsequent net carbon assimilation and crop productivity. Current approaches include increasing the activities of enzymes present in native photorespiration to minimize the pool sizes of inhibitory intermediates or replacing native photorespiration with novel pathways that process 2-phosphoglycolate with improved carbon-conserving, or even fixing, series of reactions. There are also developments in improving photorespiration under elevated temperatures, which occur under typical growing conditions but are outside the scope of many lab-based studies. We finally discuss the potential for improving photorespiration under non-steady-state conditions, which are a hallmark of field crop production systems.


Central carbon assimilatory metabolic fluxes in tobacco leaves exposed to varying O2 conditions
Fluxes were estimated by ¹³C INST-MFA using the metabolic network model and experimental inputs including MIDs of measured metabolites, the net CO2 assimilation rate, rates of Rubisco carboxylation and oxygenation, rates of starch and sucrose synthesis, and output flux ratios of amino acids and sucrose measured at 2%, 21% and 40% oxygen. Best-fit flux estimates are shown in numbers and corresponding variable width of arrows. Arrows in blue indicate reactions constrained (not fixed) based on the experimental measurements (Supplementary Table 1). Flux units are expressed as μmol molecule g⁻¹ FW h⁻¹ (for the conversion to μmol carbon g⁻¹ FW h⁻¹, multiply the presented values by the number of carbons in the molecule). Metabolites compartmentalized to the plastid and cytosol are denoted by (‘.p’) and (‘.c’) respectively. Abbreviations are shown in Supplementary Data 7.
The response of A to the chloroplastic CO2 concentration (Cc) in tobacco leaves exposed to 21% O2 under high light (1,000 μmol m⁻² s⁻¹)
Measured A are presented as dots with error bars (mean ± s.d., n = 9 biologically independent leaves) fitted with the modified FvCB biochemical model of photosynthesis with two terms αG and αS, where αG is the proportion of the carbon exported from the photorespiratory pathway as glycine, and αS the proportion of the carbon exported from photorespiration as serine (Methods: Estimating photorespiratory C export using CO2 response of A). The parameter values obtained from the individual fits are shown as mean ± s.d. (n = 9 biologically independent leaves), including the maximum Rubisco carboxylation rate (Vcmax), the maximum rate of electron transport (J), the rate of triose-phosphate export from the chloroplast (Tp), αG and αS. The curves represent Rubisco (red), RuBP (green) and TPU (orange) limitation.
Metabolic pool size alterations in response to photorespiratory conditions
Tobacco leaves were exposed to the three O2/N2 conditions (all at 40 Pa ¹²CO2 levels) in the LI-6800 cuvette for 30 min until quenching with liquid nitrogen under illumination. Leaves acclimated to 2% O2 and 40% O2 were compared with the ambient O2 condition respectively, and the steady-state pool sizes of the identified metabolites (plotted on the y axis) were determined using GC–MS and liquid chromatography with tandem mass spectrometry. The x axis plots the log2-transformed relative ratio of abundance of each metabolite in the leaves exposed to 2% O2 (blue) or 40% O2 (red) normalized to the same metabolite in the leaves exposed to 21% O2. Results are presented as dots with error bars (mean ± standard error of the mean, n = 7 or 8 biologically independent leaves). Asterisk represents a significant difference between two conditions (Benjamini–Hochberg procedure was used to control the false discovery rate at 0.05 for multiple t-tests including all metabolites). Supplementary Data 5 presents the absolute concentration of each metabolite under different oxygen conditions with the results of one-way analysis of variance followed by Tukey’s test for multiple pairwise comparisons among the three oxygen conditions per metabolite. Abbreviations of metabolites are shown in Supplementary Data 7.
Active and inactive pools of glycine at varying O2 levels
Tobacco leaves were exposed to the three O2/N2 conditions (all at 40 Pa ¹²CO2 levels) in the LI-6800 cuvette for 30 min until quenching with liquid nitrogen under illumination. Steady-state pool sizes of glycine were determined using GC–MS. The proportion of active (grey) and inactive (white) pools of glycine were estimated using the dilution parameters in INST-MFA modelling. Data are presented as box plots (centre line at the median, upper bound at 75th percentile, lower bound at 25th percentile) with whiskers extended to the extreme data point ≤1.5× interquartile range from the edge of the box (n = 7 or 8 biologically independent leaves). Different letters above the data boxes denote statistically significant differences among the three conditions for active glycine pools (uppercase letters) and inactive glycine pools (lowercase letters) at P < 0.05 (one-way analysis of variance followed by Tukey’s test for multiple pairwise comparisons). For active glycine pools, the P values for Tukey’s multiple comparisons of means are 0.0006 (2% O2 to 21% O2), < 0.0001 (2% O2 to 40% O2), and 0.0042 (21% O2 to 40% O2). For inactive glycine pools, the P values for Tukey’s multiple comparisons of means are 0.0260 (2% O2 to 21% O2), 0.0138 (2% O2 to 40% O2), and 0.9511 (21% O2 to 40% O2).
Carbon lag of net assimilation during oxygen transients
a,b, Dynamics of net CO2 assimilation rate (A) during oxygen transients from 2% O2 to 40% O2 (a) and from 40% O2 to 2% O2 (b). The leaves were acclimated in a LI-6800 cuvette at low O2 or high O2 for 30 min to reach the photosynthetic steady state. Upon switching to the opposite oxygen condition, A changed drastically owing to slow gas mixing and returned to the previous steady state within ~10 s. The time when the previous steady state was reached after switching oxygen was set to zero for the convenience of curve fitting. Data points of different colours correspond to independent time-course measurements on ten different plants. Lines of different colours represent the fitted curves of a one-phase exponential function for individual replicates. Integrated area between the fitted curve and the baseline of new steady state for a represented replicate is presented in the inserts. The integrated area obtained from the ten individual fits are shown as mean ± s.d. (n = 10 biologically independent leaves).
Integrated flux and pool size analysis in plant central metabolism reveals unique roles of glycine and serine during photorespiration

December 2022

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434 Reads

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67 Citations

Nature Plants

Photorespiration is an essential process juxtaposed between plant carbon and nitrogen metabolism that responds to dynamic environments. Photorespiration recycles inhibitory intermediates arising from oxygenation reactions catalysed by Rubisco back into the C3 cycle, but it is unclear what proportions of its nitrogen-containing intermediates (glycine and serine) are exported into other metabolisms in vivo and how these pool sizes affect net CO2 gas exchange during photorespiratory transients. Here, to address this uncertainty, we measured rates of amino acid export from photorespiration using isotopically non-stationary metabolic flux analysis. This analysis revealed that ~23–41% of the photorespiratory carbon was exported from the pathway as serine under various photorespiratory conditions. Furthermore, we determined that the build-up and relaxation of glycine pools constrained a large portion of photosynthetic acclimation during photorespiratory transients. These results reveal the unique and important roles of glycine and serine in successfully maintaining various photorespiratory fluxes that occur under environmental fluctuations in nature and providing carbon and nitrogen for metabolism.


The triose phosphate utilization limitation of photosynthetic rate: Out of global models but important for leaf models

July 2021

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213 Reads

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29 Citations

The effect of including triose phosphate utilization (TPU) on parameterization of the Farquhar, von Caemmerer, Berry model of photosynthetic gas exchange measurements is explored. Better fits to data are found even though TPU rarely limits photosynthesis under physiological conditions.




Composite modeling of leaf shape along shoots discriminates Vitis species better than individual leaves

December 2020

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538 Reads

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25 Citations

Premise: Leaf morphology is dynamic, continuously deforming during leaf expansion and among leaves within a shoot. Here, we measured the leaf morphology of more than 200 grapevines (Vitis spp.) over four years and modeled changes in leaf shape along the shoot to determine whether a composite leaf shape comprising all the leaves from a single shoot can better capture the variation and predict species identity compared with individual leaves. Methods: Using homologous universal landmarks found in grapevine leaves, we modeled various morphological features as polynomial functions of leaf nodes. The resulting functions were used to reconstruct modeled leaf shapes across the shoots, generating composite leaves that comprehensively capture the spectrum of leaf morphologies present. Results: We found that composite leaves are better predictors of species identity than individual leaves from the same plant. We were able to use composite leaves to predict the species identity of previously unassigned grapevines, which were verified with genotyping. Discussion: Observations of individual leaf shape fail to capture the true diversity between species. Composite leaf shape-an assemblage of modeled leaf snapshots across the shoot-is a better representation of the dynamic and essential shapes of leaves, in addition to serving as a better predictor of species identity than individual leaves.


Citations (6)


... First, V cmax , J max and A 420 data were collected in the field using a LI-6800 Portable Photosynthesis System affixed with a 6800-03 large light source (LI-COR Bioscience, Lincoln, Nebraska, USA). We first performed an A-C i curve on each leaf using the Dynamic Assimilation Technique (DAT) (Gregory et al., 2023;McClain & Sharkey, 2023;Saathoff & Welles, 2021) in order to estimate rates of V cmax and J max . For each curve, CO 2 assimilation rates on a per leaf area basis (A area ; μmol CO 2 m À2 s À1 ) were logged every 4 s across continuously ramping CO 2 concentrations, with a ramp rate of 100 μmol mol À1 min À1 (consistent with recommendations by Stinziano et al., 2019;McClain & Sharkey, 2023) beginning at 5 μmol mol À1 CO 2 and concluding at 1700 μmol mol À1 CO 2 . ...

Reference:

Reflectance spectroscopy predicts leaf functional traits across wine grape cultivars
Increased activity of core photorespiratory enzymes and CO2 transfer conductances are associated with higher and more optimal photosynthetic rates under elevated temperatures in the extremophile Rhazya stricta

... Due to the loss of CO 2 during the detoxification and recycling of PG, photorespiration is thought to be a large inefficiency in C3 plants and is an active area of research for improvement of crop productivity (Fu et al., 2022b). There have been several approaches to decrease the rate of photorespiration, e.g., by introducing a bypass modifying the compartment of CO 2 release (Peterhansel et al., 2010;South et al., 2019), or compartmentalization of rubisco (Lin et al., 2014). ...

Modifying photorespiration to optimize crop performance

... Beyond the removal of critical intermediates, especially 2PG, photorespiration is vital for several other cellular processes. This includes the biosynthesis of certain amino acids to support other types of metabolism, maintaining subcellular redox balances and a major impact on nitrogen and sulfur metabolism (Foyer et al., 2009;Bloom et al., 2010;Abadie & Tcherkez, 2019;Busch, 2020;Fu et al., 2023). Photorespiration also releases H 2 O 2 in the peroxisomes, a signaling molecule recently suggested to be involved in the regulation of stomatal aperture (da Silva et al., 2024;Shi et al., 2024). ...

Integrated flux and pool size analysis in plant central metabolism reveals unique roles of glycine and serine during photorespiration

Nature Plants

... Seven photosynthetic parameters, including the maximum rubisco carboxylation rate (V cmax ), the maximum attained rate of electron transport (J), respiration in the light (R L ), mesophyll conductance to CO 2 transfer (g m ), the rate of triose phosphate utilization (TPU), and the proportion of carbon exported from photorespiration as glycine (α g ) or serine (α s ), were estimated from the A/Cc curves using the R-script. The script details were described previously 74,75 and can be accessed at: https://github.com/poales/msuRACiFit. ...

The triose phosphate utilization limitation of photosynthetic rate: Out of global models but important for leaf models

... The unique geometrical properties of grapevine leaves led to the application of rigorous mathematical approaches to calculate a mean grapevine leaf while preserving intricate details, like the serrations (Martínez & Grenan, 1999). This mathematical framework is the foundation of geometric morphometric methods, in which statistical sampling of high numbers of leaves can resolve underlying genetic (Chitwood, 2021;Chitwood et al., 2014;Demmings et al., 2019;Klein et al., 2017), developmental (Bryson et al., 2020;Chitwood, Klein, et al., 2016), and environmental (Baumgartner et al., 2020;Chitwood et al., 2021;Chitwood, Rundell, et al., 2016) contributions to grapevine leaf shape. ...

Composite modeling of leaf shape along shoots discriminates Vitis species better than individual leaves

... Although exciting accuracy was achieved, it is worthwhile to explore other data fusion techniques 67,68 . Chitwood and colleagues 69 recently reported a composite leaf-modeling method for formulating leaf homologous universal landmarks by their relative positions in shoots over 4 years. It generated composite leaves to capture the spectrum of possible leaf morphologies for cultivar identification. ...

Composite modeling of leaf shape across shoots discriminates Vitis species better than individual leaves