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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2020.00783</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Light, Not Age, Underlies the Maladaptation of Maize and Miscanthus Photosynthesis to Self-Shading</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Collison</surname> <given-names>Robert F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/958977/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Raven</surname> <given-names>Emma C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/958918/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Pignon</surname> <given-names>Charles P.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/934364/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Long</surname> <given-names>Stephen P.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/400649/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Plant Sciences, University of Oxford</institution>, <addr-line>Oxford</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff2"><sup>2</sup><institution>Carl R. Woese Institute for Genomic Biology, University of Illinois</institution>, <addr-line>Urbana, IL</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Crop Sciences, University of Illinois</institution>, <addr-line>Urbana, IL</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Plant Biology, University of Illinois</institution>, <addr-line>Urbana, IL</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Lancaster Environment Centre, Lancaster University</institution>, <addr-line>Lancaster</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Florian A. Busch, Australian National University, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Paulo Eduardo Ribeiro Marchiori, Universidade Federal de Lavras, Brazil; Elias Kaiser, Wageningen University &#x0026; Research, Netherlands</p></fn>
<corresp id="c001">&#x002A;Correspondence: Stephen P. Long, <email>slong@illinois.edu</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Plant Physiology, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>06</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>11</volume>
<elocation-id>783</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>03</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>05</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2020 Collison, Raven, Pignon and Long.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Collison, Raven, Pignon and Long</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p><italic>Zea mays</italic> and <italic>Miscanthus &#x00D7; giganteus</italic> use NADP-ME subtype C<sub>4</sub> photosynthesis and are important food and biomass crops, respectively. Both crops are grown in dense stands where shaded leaves can contribute a significant proportion of overall canopy productivity. This is because shaded leaves, despite intercepting little light, typically process light energy very efficiently for photosynthesis, when compared to light-saturated leaves at the top of the canopy. However, an apparently maladaptive loss in photosynthetic light-use efficiency as leaves become shaded has been shown to reduce productivity in these two species. It is unclear whether this is due to leaf aging or progressive shading from leaves forming above. This was resolved here by analysing photosynthesis in leaves of the same chronological age in the centre and exposed southern edge of field plots of these crops. Photosynthetic light-response curves were used to assess maximum quantum yield of photosynthesis; the key measure of photosynthetic capacity of a leaf in shade. Compared to the upper canopy, maximum quantum yield of photosynthesis of lower canopy leaves was significantly reduced in the plot centre; but increased slightly at the plot edge. This indicates loss of efficiency of shaded leaves is due not to aging, but to the altered light environment of the lower canopy, i.e., reduced light intensity and/or altered spectral composition. This work expands knowledge of the cause of this maladaptive shade response, which limits productivity of some of the world&#x2019;s most important crops.</p>
</abstract>
<kwd-group>
<kwd>C<sub>4</sub> photosynthesis</kwd>
<kwd>canopy</kwd>
<kwd>bioenergy</kwd>
<kwd>food security</kwd>
<kwd>quantum yield</kwd>
<kwd>shade acclimation</kwd>
<kwd>photosynthetic light-use efficiency</kwd>
<kwd>leaf aging</kwd>
</kwd-group>
<contract-sponsor id="cn001">Bill and Melinda Gates Foundation<named-content content-type="fundref-id">10.13039/100000865</named-content></contract-sponsor>
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<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="57"/>
<page-count count="10"/>
<word-count count="0"/>
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</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>C<sub>4</sub> grasses of the Andropogoneae represent some of the most important cultivated plants on the planet, making up a significant proportion of our food and fibre production, as well as providing major bioenergy crops. All members of this monophyletic tribe use the NADP-ME subtype of C<sub>4</sub> photosynthesis, with some species using substantial PCK activity. This tribe includes crops such as <italic>Saccharum officinarum</italic> L. (sugarcane), the greatest producer of harvested biomass globally, and <italic>Zea mays</italic> L. (maize), the single largest source of grain globally (<xref ref-type="bibr" rid="B7">Christin et al., 2009</xref>; <xref ref-type="bibr" rid="B52">Welker et al., 2014</xref>; <xref ref-type="bibr" rid="B12">FAOSTAT, 2017</xref>). Other C<sub>4</sub> NADP-ME crops of this tribe are highly productive in the face of extreme climatic conditions, and thus vital to food production in drought prone environments. <italic>Sorghum bicolor</italic> (Lu.) Moench (sorghum), for instance, is the second most extensively cultivated crop plant in Africa behind <italic>Z. mays</italic> thanks to its high drought tolerance (<xref ref-type="bibr" rid="B12">FAOSTAT, 2017</xref>; <xref ref-type="bibr" rid="B14">Hadebe et al., 2017</xref>). The tribe also includes the most productive temperate biomass crop known, <italic>Miscanthus &#x00D7; giganteus</italic> Greef et Deu. (<xref ref-type="bibr" rid="B15">Heaton et al., 2008</xref>; <xref ref-type="bibr" rid="B24">LeBauer et al., 2018</xref>).</p>
<p>The theoretical maximum efficiency of conversion of solar energy to biomass is 6% for C<sub>4</sub> compared to 4.6% for C<sub>3</sub> photosynthesis at 30&#x00B0;C and 380 ppm atmospheric CO<sub>2</sub>: this improved photosynthetic light-use efficiency contributes to higher yields in C<sub>4</sub> crops (<xref ref-type="bibr" rid="B56">Zhu et al., 2008</xref>). The key metric for photosynthetic light-use efficiency is the quantum yield of CO<sub>2</sub> assimilation, i.e., the mol CO<sub>2</sub> assimilated per mol photons of light. In a typical light-response curve, the quantum yield of CO<sub>2</sub> assimilation is greatest when light is limiting, and declines at high light as photosynthesis becomes light-saturated. The maximum quantum yield of CO<sub>2</sub> assimilation (<italic>&#x03D5;CO<sub>2 max, app</sub></italic>), achieved under limiting light, is therefore paramount for the productivity of shade leaves. Shade leaves are estimated to contribute around 50% of total canopy carbon gain in field crops and may represent &#x003E;80% of leaves in a dense crop stand (<xref ref-type="bibr" rid="B2">Baker et al., 1988</xref>; <xref ref-type="bibr" rid="B26">Long, 1993</xref>; <xref ref-type="bibr" rid="B16">Hikosaka et al., 2016</xref>). Accordingly, leaves of most plants respond to increasing shade by maintaining or increasing <italic>&#x03D5;CO<sub>2 max, app</sub></italic> so that they can make maximum use of the limited light. However, in <italic>Z. mays</italic> and <italic>M. &#x00D7; giganteus</italic> a significant decrease in <italic>&#x03D5;CO<sub>2 max, app</sub></italic> has been observed in leaves as they become progressively shaded by new leaves forming above them, with a projected cost of up to 10% of potential canopy CO<sub>2</sub> assimilation (<xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>). With the continued trend of increasing planting density this loss will likely increase into the future (<xref ref-type="bibr" rid="B25">Lobell et al., 2014</xref>).</p>
<p>Shade acclimation in C<sub>4</sub> species has been studied primarily by comparing plants grown in high vs. low light (<xref ref-type="bibr" rid="B47">Tazoe et al., 2008</xref>; <xref ref-type="bibr" rid="B40">Sales et al., 2018</xref>; <xref ref-type="bibr" rid="B46">Sonawane et al., 2018</xref>). On this basis, it has been observed that C<sub>4</sub> species have relatively poor acclimation to shade relative to C<sub>3</sub> species (<xref ref-type="bibr" rid="B39">Sage and McKown, 2006</xref>), but C<sub>4</sub> grasses which use the NADP-ME subtype, such as <italic>Z. mays</italic>, acclimate to shade more readily than those using NAD-ME or PEP-CK subtypes (<xref ref-type="bibr" rid="B46">Sonawane et al., 2018</xref>). However, in these studies the shaded leaves grow while the entire plant is shaded, such that their entire development occurs in the shade. In crop fields, leaves form in full sunlight, but then become progressively shaded after they have completed development as new leaves form above them (<xref ref-type="bibr" rid="B53">Yabiku and Ueno, 2019</xref>). Less is known about acclimation in this situation, which is particularly relevant to crop productivity. Plasticity to shade in this context is more limited, since leaves are already fully formed and acclimated to high light before becoming shaded. In grasses, plasticity of key physiological traits, such as leaf nitrogen (N) content, declines with increasing leaf age (<xref ref-type="bibr" rid="B33">Niinemets, 2016a</xref>). In addition, shade in the lower canopy is not simply reduced light quantity, but also altered spectral light composition, with relative depletion of red and blue, and enrichment of green and near infrared, plus an increased incidence of light fluctuations due to sun flecks (<xref ref-type="bibr" rid="B36">Pearcy, 1990</xref>). Leaves of NADP-ME C<sub>4</sub> grasses lose photosynthetic efficiency under these conditions (<xref ref-type="bibr" rid="B21">Kromdijk et al., 2008</xref>; <xref ref-type="bibr" rid="B22">Kubasek et al., 2013</xref>; <xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>).</p>
<p>The two major distinctions between a sun and shade leaf in a C<sub>4</sub> grass canopy are leaf age and light environment. Understanding whether the decline of photosynthetic efficiency in shade leaves results from age, light environment, or both, is an important first step in devising strategies to overcome this costly maladaptation in these key crops. For instance, efforts to optimize canopy architecture have involved producing crops with more erect (<xref ref-type="bibr" rid="B37">Perez et al., 2018</xref>; <xref ref-type="bibr" rid="B41">San et al., 2018</xref>) or more transparent (<xref ref-type="bibr" rid="B44">Slattery et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Walker et al., 2018</xref>) leaves that increase light availability at the bottom of the canopy to increase canopy photosynthesis (<xref ref-type="bibr" rid="B57">Zhu et al., 2010</xref>). This strategy may not be as effective in C<sub>4</sub> grass canopies if the leaves at the bottom of the canopy have lost efficiency in low light due to age, and so have limited ability to utilize the increased levels of <italic>PPFD</italic> enabled by these canopy alterations.</p>
<p>Classically, leaf shade adaptation involves maintaining maximum quantum yields on an absorbed light basis (<italic>&#x03D5;CO<sub>2 max, abs</sub></italic>), and increasing leaf light absorbance (&#x03B1;) through increased chlorophyll concentration, to deliver increased photosynthesis in the shade. However, prior evidence has shown the reverse to occur in <italic>Z. mays</italic> and <italic>M. x giganteus</italic>, with a decrease in <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> and significant cost to canopy photosynthesis (<xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>). Here, we tested the following hypothesis: chronological age is responsible for the loss of maximum quantum yields of photosynthesis in field plots of the C<sub>4</sub> NADP-ME grasses <italic>Z. mays</italic> and <italic>M. x giganteus</italic>. Leaves were collected from the top and bottom of the canopy at the south exposed edge and at the centre of field plots of these crops, such that lower canopy leaves from both plot positions were of the same chronological age, but only those at the plot centre were shaded. This enabled separation of the effects of environment and chronological age on differences in photosynthetic efficiency between sun and shade leaves in a field production setting. The maximum quantum yield of CO<sub>2</sub> assimilation, and its underlying physiological drivers, were determined from leaf gas exchange, modulated chlorophyll fluorescence and light absorbance measurements.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Plant Material</title>
<p>Measurements were taken on <italic>Zea mays</italic> and <italic>Miscanthus</italic> &#x00D7; <italic>giganteus</italic>. Leaves were collected from &#x003E;1 ha plots of a high-yielding modern <italic>Z. mays</italic> hybrid as described previously (<xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>) on the University of Illinois South Farms (40&#x00B0;02&#x2032;N, 88&#x00B0;14&#x2032;W, 216 m above sea level), and leaves of <italic>M.</italic> &#x00D7; <italic>giganteus</italic> (&#x201C;Illinois&#x201D; clone) from 4 ha plots on University of Illinois Energy Farm (40&#x00B0;07&#x2032;N, 5 88&#x00B0;21&#x2032;W, 228 m above sea level) as described previously (<xref ref-type="bibr" rid="B19">Joo et al., 2017</xref>). Soils at these sites are deep Drummer/Flanagan series (a fine silty, mixed, mesic Typic Endoaquoll) with high organic matter typical of the central Illinois region of the Corn Belt (<xref ref-type="bibr" rid="B45">Smith et al., 2013</xref>). Both plots were rainfed. The <italic>M.</italic> &#x00D7; <italic>giganteus</italic> plots were 9 years old, with a stem density of about 100 tillers m<sup>&#x2013;2</sup>; these plots were unfertilized. <italic>Z. mays</italic> was sown in early May at a density of 75,000 seeds ha<sup>&#x2013;1</sup>. Prior to planting, 140 kg [N] ha<sup>&#x2013;1</sup> was applied, in line with regional production practice.</p>
<p>Measurements were taken between July 26 and August 06 of 2018. Leaves were cut pre-dawn at the base, then the base was submerged in water and re-cut to prevent air blockage in the xylem as described in <xref ref-type="bibr" rid="B38">Pignon et al. (2017)</xref>. Removing leaves from plants in this way has been shown not to bias photosynthetic measurements (<xref ref-type="bibr" rid="B23">Leakey et al., 2006</xref>). Leaves were then brought back to the laboratory, where they remained in low light until measurement. This procedure avoided any photoinhibition or transient water stress that could develop differentially in shade and sun leaves over a day.</p>
<p>Leaves were sampled from two canopy positions (upper and lower) and two plot positions, centre and the south edge. For each plant sampled, two leaves were collected; an upper canopy leaf, defined as the youngest fully expanded leaf, indicated by a fully emerged ligule, and a lower canopy leaf; the seventh counting down from the first fully emerged leaf. This ensured that within a species and canopy position, leaves from the plot centre and edge were of the same age. The lower canopy leaves in the plot centre were strongly shaded, whereas lower canopy leaves at the plot&#x2019;s edge were not. The south edge of the plot was chosen since on clear sky days these leaves were exposed to sunlight for 12 h per day.</p>
</sec>
<sec id="S2.SS2">
<title>Measurement of Photosynthesis</title>
<p>Portable photosynthetic gas exchange systems (LI 6400 and LI 6400-40 modulated fluorescence chamber head; LI-COR, Inc., Lincoln, NE, United States) were used to measure CO<sub>2</sub> and water vapor exchange on a 2 cm<sup>2</sup> area of each leaf, along with modulated chlorophyll fluorescence, in the system&#x2019;s controlled environment leaf cuvette. Air temperature was controlled at a constant 25.0&#x00B0;C, chamber [CO<sub>2</sub>] at 400 ppm, and water vapour pressure deficit at 1.6&#x2013;2.4 kPa.</p>
<p>The measurement sequence began with estimation of maximum dark-adapted quantum yield of PSII photochemistry (<italic>F<sub><italic>v</italic></sub>/F<sub><italic>m</italic></sub></italic>). A photosynthetic light response curve was generated as follows: integrated LEDs emitted uniform light consisting of 10% blue (465 nm wavelength) and 90% red (635 nm wavelength) across the leaf surface. In order to limit photoinhibition caused by sudden exposure to saturating light on enclosure in the cuvette, leaves were first subjected to a photosynthetic photon flux density (<italic>PPFD</italic>) of 100 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> for 5 min, and subsequently exposed to 2000 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> for 30&#x2013;60 min until <italic>A</italic> reached a steady-state. <italic>PPFD</italic> was then decreased from 2000 in steps to 1500, 1000, 500, 200, 180, 160, 140, 120, 100, 80, 60, 40, 20, and 0 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>. Each <italic>PPFD</italic> step lasted 5&#x2013;10 min to allow <italic>A</italic> to reach a steady state before measuring. Steady-state gas-exchange was recorded at each level of <italic>PPFD</italic> and used to calculate <italic>A</italic> (<xref ref-type="bibr" rid="B50">von Caemmerer and Farquhar, 1981</xref>). Modulated fluorescence measurements were made at each level of <italic>PPFD</italic> to determine the operating quantum yield of PSII (<italic>&#x03D5;<sub><italic>PSII</italic></sub></italic>) using a multiphase flash protocol (<xref ref-type="bibr" rid="B30">Loriaux et al., 2013</xref>). In turn, <italic>&#x03D5;<sub><italic>PSII</italic></sub></italic> was used to calculate the rate of linear electron flux through <italic>PSII</italic> (<italic>J</italic>), using measured values for leaf fractional absorptance of photosynthetically active photon flux (&#x03B1;, described below) and assuming a photon partitioning factor of 0.4 for PSII vs. PSI, i.e., accounting for increased photon partitioning to PSI to produce ATP through cyclic electron flux (<xref ref-type="bibr" rid="B55">Yin and Struik, 2012</xref>; <xref ref-type="bibr" rid="B48">Ver Sagun et al., 2019</xref>). Each <italic>A</italic>-<italic>PPFD</italic> response curve was fit to a four-parameter non-rectangular hyperbola using PROC NLIN (SAS v9.4, SAS Institute, Cary, NC, United States), which produced an asymptote, taken to represent light-saturated <italic>A</italic> (<italic>A</italic><sub><italic>sat</italic></sub>), and a Y-intercept, taken to represent dark respiration (<italic>R</italic><sub><italic>d</italic></sub>). The third parameter described light-limited <italic>A</italic> and the fourth parameter described the inflexion between light-limited and light-saturated <italic>A</italic> with increasing <italic>PPFD.</italic></p>
<p>After gas-exchange measurements were completed, absorptance (&#x03B1;) was measured using an integrating sphere and associated spectrometer (Jaz-Spectroclip-TR, Ocean Optics, Largo, FL, United States) and operating software (Spectrasuite, Ocean Optics). &#x03B1; was weighted for 10% blue (465 nm wavelength) and 90% red (635 nm wavelength) incident light to match illumination in the gas-exchange chamber.</p>
<p>The maximum quantum yield of CO<sub>2</sub> assimilation on an incident light basis (<italic>&#x03D5;CO<sub>2 max, app</sub></italic>) was calculated from the slope of the linear regression of <italic>A</italic> against <italic>PPFD</italic> from 40 to 140 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> using PROC GLM (SAS v9.4) (<xref ref-type="bibr" rid="B54">Yin et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>). This interval was chosen to account for the Kok effect where respiration increases at very low light levels (<italic>PPFD</italic> &#x003C; 40 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>), and to avoid high light levels (<italic>PPFD</italic> &#x003E; 140 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>) where <italic>A</italic> is no longer strictly light-limited causing deviations from the linear relationship of <italic>A</italic> and <italic>PPFD.</italic> The maximum quantum yield of CO<sub>2</sub> assimilation on an absorbed light basis (<italic>&#x03D5;CO<sub>2 max, abs</sub></italic>) was given by <italic>&#x03D5;CO<sub>2 max, app</sub></italic> /&#x03B1;. Finally, the maximum quantum yield of CO<sub>2</sub> assimilation on an absorbed light basis and corrected for concurrent changes in <italic>&#x03D5;PSII</italic> (<italic>&#x03D5;CO<sub>2 max, abs <italic>PSII</italic></sub></italic>) was calculated as in <xref ref-type="bibr" rid="B54">Yin et al. (2014)</xref>. To test for alternative electron sinks to photosynthetic carbon metabolism, the slope of <italic>A</italic> vs. <italic>J</italic> was calculated for <italic>PPFD</italic> between 40 and 140 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> using linear regression (SAS v9.4). The slope of this relationship gives the mol CO<sub>2</sub> assimilated per mol electrons in linear electron flux (1/<italic>k</italic>) (<xref ref-type="bibr" rid="B1">Baker, 2008</xref>). Here <italic>k</italic> is the mol electrons through linear electron flux required for photosynthesis to fix one mol CO<sub>2</sub>. 1/<italic>k</italic> is an indicator of alternative energy sinks, where any reduction in 1/<italic>k</italic> is assumed to result from alternative energy sinks, including utilization of ATP and NADPH in processes other than photosynthetic carbon metabolism.</p>
</sec>
<sec id="S2.SS3">
<title>Statistical Analysis</title>
<p>Data were analysed by ANOVA using PROC GLM (SAS v9.4), testing for the fixed effect of species (S effect: <italic>Z. mays</italic> vs. <italic>M.</italic> x <italic>giganteus</italic>), the fixed effect of canopy position (C effect: upper vs. lower canopy), and the fixed effect of plot position (P effect: centre vs. edge), along with all two-way interactions (S x P, S x C, P x C). This model was used to test for significant (<italic>p</italic> = 0.05 threshold) and marginally significant (<italic>p</italic> = 0.1 threshold) differences in the following traits: <italic>&#x03D5;CO<sub>2 max, app</sub></italic>, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic>, <italic>&#x03D5;CO<sub>2 max, abs <italic>PSII</italic></sub></italic>, 1/<italic>k</italic>, <italic>&#x03B1;</italic>, <italic>A</italic><sub><italic>sat</italic></sub>, <italic>R</italic><sub><italic>d</italic></sub>, and <italic>F<sub><italic>v</italic></sub>/F<sub><italic>m</italic></sub></italic>. Homogeneity of group variances was tested by Levene&#x2019;s at <italic>p</italic> = 0.05 threshold in PROC GLM (SAS v9.4). Normality of Studentized residual distribution was tested by Shapiro&#x2013;Wilk at <italic>p</italic> = 0.01 threshold in PROC UNIVARIATE (SAS v9.4). Replication was <italic>n</italic> = 8&#x2013;16 in different traits.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<p>In this study, the three key measures of photosynthetic efficiency (<italic>&#x03D5;CO<sub>2 max, app</sub></italic>, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> and <italic>&#x03D5;CO<sub>2 max, abs PSII</sub></italic>) all derive from the linear slope, at low <italic>PPFD</italic>, of the <italic>A</italic>-<italic>PPFD</italic> response curve (<xref ref-type="fig" rid="F1">Figure 1</xref>). There was a significant interaction (<italic>p</italic> &#x003C; 0.05) between canopy position and plot position for all three of these metrics (<xref ref-type="fig" rid="F2">Figure 2A</xref>: P x C interaction, <xref ref-type="supplementary-material" rid="TS1">Supplementary Table S1</xref>: P x C interaction). This was because photosynthetic efficiency was greater at the top than the bottom of the canopy at the plot centre, while the opposite was seen at the plot edge where photosynthetic efficiency was slightly lower at the top than at the bottom of the canopy. Indeed, at the plot centre lower canopy leaves of both <italic>Z. mays</italic> and <italic>M.</italic> x <italic>giganteus</italic> showed a 2&#x2013;18% reduction across all measures of photosynthetic efficiency compared to the upper canopy leaves (<italic>&#x03D5;CO<sub>2 max, app</sub></italic>, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic>, <italic>&#x03D5;CO<sub>2 max, abs PSII</sub></italic>, <xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table S1</xref>). In contrast, at the edge of the plots, the lower canopy leaves for both <italic>Z. mays</italic> and <italic>M.</italic> x <italic>giganteus</italic> showed 2&#x2013;9% greater efficiency than the upper canopy leaves for the same measurements. In addition, <italic>Z. mays</italic> recorded significantly (<italic>p</italic> &#x003C; 0.0001) and up to 43% greater values than <italic>M.</italic> x <italic>giganteus</italic> for <italic>&#x03D5;CO<sub>2 max, app</sub></italic>, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic>, and <italic>&#x03D5;CO<sub>2 max, abs PSII</sub></italic> (<xref ref-type="fig" rid="F2">Figure 2A</xref>: S effect and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table S1</xref>: S effect). Finally, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> at the plot edge was marginally significantly (<italic>p</italic> = 0.07) and up to 25% greater than at the plot centre (<xref ref-type="fig" rid="F2">Figure 2A</xref>: P effect).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Average response curves of <italic>A</italic> to <italic>PPFD</italic> in both canopy positions (upper, lower) of <bold>(A)</bold> <italic>Z. mays</italic> in plot centre and <bold>(B)</bold> plot edge; and <bold>(C)</bold> <italic>M.</italic> x <italic>giganteus</italic> in plot centre and <bold>(D)</bold> plot edge (<italic>n</italic> = 8&#x2013;16). Symbols give the mean <italic>A</italic> &#x00B1; s.e. at each level of <italic>PPFD</italic>. Lines give the non-rectangular hyperbolae fit to these measurements. In each panel, the inset shows the light-limited section of the response curve (<italic>PPFD</italic> from 40 to 140 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>), used to estimate maximum quantum yields by linear regression: the slope of this regression gives the trait <italic>&#x03D5;CO<sub>2 max, app</sub></italic>.</p></caption>
<graphic xlink:href="fpls-11-00783-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Mean &#x00B1; s.e. for <bold>(A)</bold> <italic>&#x03D5;CO<sub>2 max,abs</sub></italic>, <bold>(B)</bold> <italic>A</italic><sub><italic>sat</italic></sub>, <bold>(C)</bold> <italic>F<sub><italic>v</italic></sub>/F<sub><italic>m</italic></sub></italic>, <bold>(D)</bold> &#x03B1;, <bold>(E)</bold> 1/<italic>k</italic>, and <bold>(F)</bold> <italic>R</italic><sub><italic>d</italic></sub> for <italic>Z. mays</italic> and <italic>M.</italic> x <italic>giganteus</italic> for upper and lower canopy leaves in both plot positions (centre, edge) (<italic>n</italic> = 8&#x2013;16). <italic>p</italic>-values are from ANOVA testing the fixed effects of species, plot position, canopy position, and all two-way interactions. Significant p-values (&#x003C; 0.05) are in bold black. Marginally significant <italic>p</italic>-values (&#x003C; 0.1) are in bold grey.</p></caption>
<graphic xlink:href="fpls-11-00783-g002.tif"/>
</fig>
<p>The only other measure that showed a statistically significant interaction of plot and canopy position was <italic>A</italic><sub><italic>sat</italic></sub>. <italic>A</italic><sub><italic>sat</italic></sub> was significantly (<italic>p</italic> &#x003C; 0.0001) and up to 2-fold greater in <italic>Z. mays</italic> than <italic>M.</italic> x <italic>giganteus</italic> (<xref ref-type="fig" rid="F2">Figure 2B</xref>, S effect), significantly (<italic>p</italic> = 0.018) greater at the centre than at the edge of the plot (<xref ref-type="fig" rid="F2">Figure 2B</xref>, P effect), and significantly (<italic>p</italic> &#x003C; 0.0001) greater at the top than at the bottom of the canopy (<xref ref-type="fig" rid="F2">Figure 2B</xref>, C effect). The difference in <italic>A</italic><sub><italic>sat</italic></sub> between canopy levels was more pronounced at the centre than at the edge of plots, leading to a significant interaction (<italic>p</italic> = 0.03) of canopy position and plot position (<xref ref-type="fig" rid="F2">Figure 2B</xref>: P x C interaction). Relative to the upper canopy, <italic>A</italic><sub><italic>sat</italic></sub> was decreased in the lower canopy by 30 and 40% in <italic>Z. mays</italic> and <italic>M.</italic> x <italic>giganteus</italic>, respectively, in the centre of the plots and by 23 and 21% in <italic>Z. mays</italic> and <italic>M.</italic> x <italic>giganteus</italic>, respectively, at the edge of the plots. <italic>A</italic><sub><italic>sat</italic></sub> showed significant interaction (<italic>p</italic> = 0.0067) of species and plot position (<xref ref-type="fig" rid="F2">Figure 2B</xref>: S x P interaction), and a marginally significant interaction (<italic>p</italic> = 0.055) of species and canopy position (<xref ref-type="fig" rid="F2">Figure 2B</xref>: S x C interaction). This was because differences in <italic>A</italic><sub><italic>sat</italic></sub> between canopy positions and between plot positions were more pronounced in <italic>Z. mays</italic> than in <italic>M.</italic> x <italic>giganteus</italic>.</p>
<p>There were statistically significant (<italic>p</italic> = 0.0007) decreases in <italic>F</italic><sub><italic>v</italic></sub>/<italic>F</italic><sub><italic>m</italic></sub> in the lower canopy relative to the upper canopy, but in absolute terms this was a minor difference at less than 1% (<xref ref-type="fig" rid="F2">Figure 2C</xref>: C effect). There were similarly small, but significant (<italic>p</italic> &#x003C; 0.0001), decreases in <italic>F</italic><sub><italic>v</italic></sub>/<italic>F</italic><sub><italic>m</italic></sub> at the edge relative to the centre (<xref ref-type="fig" rid="F2">Figure 2C</xref>: P effect), and in <italic>M.</italic> x <italic>giganteus</italic> relative to <italic>Z. mays</italic> (<xref ref-type="fig" rid="F2">Figure 2C</xref>: S effect). Differences in <italic>F</italic><sub><italic>v</italic></sub>/<italic>F</italic><sub><italic>m</italic></sub> between canopy positions and between plot positions were slightly more pronounced in <italic>M.</italic> x <italic>giganteus</italic> than in <italic>Z. mays</italic>, resulting in a significant interaction (<italic>p</italic> = 0.044) of species and canopy position (<xref ref-type="fig" rid="F2">Figure 2C</xref>: S x C interaction), and a marginally significant interaction (<italic>p</italic> = 0.065) of species and plot position (<xref ref-type="fig" rid="F2">Figure 2C</xref>: S x P interaction).</p>
<p>Lower canopy leaves had significantly (<italic>p</italic> &#x003C; 0.0001) and up to 2% greater <italic>&#x03B1;</italic> than upper canopy leaves (<xref ref-type="fig" rid="F2">Figure 2D</xref>: C effect). <italic>&#x03B1;</italic> was also significantly (<italic>p</italic> &#x003C; 0.0001) lower in <italic>M.</italic> x <italic>giganteus</italic> in comparison to <italic>Z. mays</italic> (<xref ref-type="fig" rid="F2">Figure 2D</xref>: S effect) and significantly (<italic>p</italic> &#x003C; 0.0001) greater at the plot centre than at the edge (<xref ref-type="fig" rid="F2">Figure 2D</xref>: P effect). There was a significant interaction (<italic>p</italic> = 0.023) of species with plot position (<xref ref-type="fig" rid="F2">Figure 2F</xref>: S x P interaction) because the difference in <italic>&#x03B1;</italic> between species was 5% at the edge of the plots and only 3% in the centre of the plots.</p>
<p><italic>1/k</italic>, i.e., the ratio of <italic>A</italic> to <italic>J</italic> (<xref ref-type="fig" rid="F3">Figure 3</xref>), was marginally significantly (<italic>p</italic> = 0.094), and up to 9% greater in lower canopy leaves than upper canopy leaves (<xref ref-type="fig" rid="F2">Figure 2E</xref>: C effect). <italic>1/k</italic> was also significantly (<italic>p</italic> = 0.02) and 4&#x2013;8% greater in <italic>Z. mays</italic> than in <italic>M.</italic> x <italic>giganteus</italic> (<xref ref-type="fig" rid="F2">Figure 2E</xref>: S effect).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Average linear responses of <italic>A</italic> to <italic>J</italic> in <bold>(A)</bold> <italic>Z. mays</italic> in plot centre and <bold>(B)</bold> plot edge; and <bold>(C)</bold> <italic>M.</italic> x <italic>giganteus</italic> in plot centre and <bold>(D)</bold> plot edge (<italic>n</italic> = 8&#x2013;16). Data is from light-limited measurements (<italic>PPFD</italic> from 40 to 140 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>). Symbols give the mean <italic>A</italic> &#x00B1; s.e. and mean <italic>J</italic> &#x00B1; s.e. at each level of <italic>PPFD</italic>. Lines give the best-fit linear regression; the slope of this regression gives the trait 1/<italic>k</italic>.</p></caption>
<graphic xlink:href="fpls-11-00783-g003.tif"/>
</fig>
<p><italic>R</italic><sub><italic>d</italic></sub> was significantly (<italic>p</italic> = 0.0067) and 5&#x2013;66% greater in upper canopy leaves than lower canopy leaves (<xref ref-type="fig" rid="F2">Figure 2F</xref>: C effect). In line with the higher <italic>A</italic><sub><italic>sat</italic></sub>, <italic>R</italic><sub><italic>d</italic></sub> was also significantly (<italic>p</italic> &#x003C; 0.0001) greater in <italic>Z. mays</italic> than in <italic>M.</italic> x <italic>giganteus</italic> (<xref ref-type="fig" rid="F2">Figure 2F</xref>: S effect). The difference in <italic>R</italic><sub><italic>d</italic></sub> between species was less pronounced at the edge than at the centre of the plots, resulting in a significant (<italic>p</italic> = 0.043) interaction between species and plot position (<xref ref-type="fig" rid="F2">Figure 2F</xref>: S x P interaction). There was 144 and 80% difference between species for upper and lower canopy leaves at the plot edge, respectively, compared to 135 and 270% difference between species for upper and lower canopy leaves at the plot centre.</p>
</sec>
<sec id="S4">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Reduced Maximum Quantum Yield of CO<sub>2</sub> Assimilation Is Not Caused by Increased Leaf Age</title>
<p>In a self-shading crop canopy, the optimal response to shade would be to maintain or increase <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> and increase &#x03B1; in order to maximize photosynthesis in light limited conditions. This would increase the linear slope of the response of <italic>A</italic> to <italic>PPFD</italic> at low light. This response is observed in shade adapted C<sub>3</sub> plants and in C<sub>3</sub> cereal crops (<xref ref-type="bibr" rid="B13">Givnish, 1988</xref>; <xref ref-type="bibr" rid="B4">Beyschlag et al., 1990</xref>; <xref ref-type="bibr" rid="B18">Hoyaux et al., 2008</xref>). However, the two C<sub>4</sub> crops <italic>Z. mays</italic> and <italic>M.</italic> x <italic>giganteus</italic> studied here, show decreased <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> in the lower canopy at the plot centre, but not at the plot edge. This suggests that loss of <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> in shade leaves was not due to leaf age, since leaf age was equivalent across plot positions for each species and canopy position. Understanding the basis for this maladaptive response in photosynthetic efficiency is important, as it costs an estimated 10% of potential canopy CO<sub>2</sub> assimilation in the field (<xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>).</p>
<p>If not age, then some environmental factor must trigger the decline in <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> of these shaded leaves. The most obvious environmental change between the top and bottom of the canopy is the light environment, with lower leaves receiving less light and an altered spectral distribution, depleted of red and blue and enriched in far-red wavelengths (<xref ref-type="bibr" rid="B42">Sattin et al., 1994</xref>). The hypothesis that self-shading is the primary cause for the loss of <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> in shade leaves of these C<sub>4</sub> NADP-ME crops is supported by the following observations: (1) when comparing both studied species, the loss of <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> in shade leaves at the plot centre was more pronounced in <italic>M.</italic> x <italic>giganteus</italic>, which produces a denser canopy with considerably more self-shading than <italic>Z. mays</italic>. Profiles of canopy light interception in field stands of both species show that the lowest photosynthetically active leaves of <italic>Z. mays</italic> receive as much as twice the incident <italic>PPFD</italic> compared to equivalent leaves in <italic>M.</italic> x <italic>giganteus</italic> (<xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>). (2) In a previous study comparing two field-grown sugarcane varieties with high and low self-shading, photosynthetic light response curves measured at the top and bottom of the canopy produced contrasting results in the response of <italic>A</italic> to <italic>PPFD</italic> at low <italic>PPFD</italic> (&#x003C;500 &#x03BC;mol m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>) (<xref ref-type="bibr" rid="B32">Marchiori et al., 2014</xref>). In the low self-shading variety, <italic>A</italic> at low <italic>PPFD</italic> was slightly greater at the bottom than at the top of the canopy, while the opposite was seen in the high self-shading variety. These studies implemented shade acclimation under realistic field conditions, which produce different results than artificial shading including altered spectral light composition and increased incidence of sun and shade flecks (<xref ref-type="bibr" rid="B36">Pearcy, 1990</xref>; <xref ref-type="bibr" rid="B3">Bellasio and Griffiths, 2014</xref>; <xref ref-type="bibr" rid="B53">Yabiku and Ueno, 2019</xref>).</p>
<p>These findings are important in light of recent efforts to develop crops with a more even vertical light distribution, where either more erect (<xref ref-type="bibr" rid="B37">Perez et al., 2018</xref>; <xref ref-type="bibr" rid="B41">San et al., 2018</xref>) or more transparent (<xref ref-type="bibr" rid="B44">Slattery et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Walker et al., 2018</xref>) leaves allow more light to filter to the bottom of the canopy, ultimately increasing canopy photosynthesis (<xref ref-type="bibr" rid="B57">Zhu et al., 2010</xref>). The benefits of this type of canopy manipulation could be 2-fold in NADP-ME C<sub>4</sub> crops such as <italic>Z. mays</italic>, <italic>M.</italic> x <italic>giganteus</italic>, sugarcane or sorghum, providing both increased light to drive more photosynthesis and minimizing the loss of photosynthetic efficiency in lower canopy leaves.</p>
<p>Apart from light, temperature is one other important change in microclimate between canopy and plot positions, as shaded leaves can be expected to be cooler. However, temperature is a less likely candidate than light to explain the lost photosynthetic efficiency of shaded leaves seen at the plot centre in the present study. In C<sub>3</sub> plants, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> is highly temperature-sensitive, primarily due to increased photorespiration at high temperatures (<xref ref-type="bibr" rid="B10">Ehleringer and Bjorkman, 1977</xref>; <xref ref-type="bibr" rid="B29">Long and Spence, 2013</xref>). In contrast, due to the C<sub>4</sub> cycle&#x2019;s suppression of photorespiration, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> has been found to be constant with temperature from 15 to 40&#x00B0;C in C<sub>4</sub> species such as <italic>Atriplex rosea</italic> (<xref ref-type="bibr" rid="B10">Ehleringer and Bjorkman, 1977</xref>) and <italic>Alloteropsis semialata</italic> (<xref ref-type="bibr" rid="B35">Osborne et al., 2008</xref>). Although loss of <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> has been observed in NADP-ME C<sub>4</sub> grasses such as <italic>Z. mays</italic> due to photodamage during long-term exposure to a combination of high light and cool temperatures (&#x003C;15&#x00B0;C) (<xref ref-type="bibr" rid="B29">Long and Spence, 2013</xref>), this is unlikely to have occurred in the warm summer months during which the present study took place, with maximum daily air temperatures ranging from 19.5 to 33&#x00B0;C at the time measurements were taken. Indeed, since the lower canopy leaves on the exposed southern edge of the stands were exposed to higher light intensities than the shaded lower leaves in the centre of the stands, the expectation would be of a lower <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> due to photodamage in the exposed lower canopy leaves, yet the opposite was found.</p>
</sec>
<sec id="S4.SS2">
<title>Physiological Traits Underpinning Maximum Quantum Yield of CO<sub>2</sub> Assimilation</title>
<p>Under limiting light, reduced &#x03B1; in lower canopy leaves would limit the amount of incident light made available for use within the leaf, and would result in reduced maximum quantum yield on an incident light basis (i.e., <italic>&#x03D5;CO<sub>2 max, app</sub></italic>). The fact that &#x03B1; increased in lower canopy leaves shows that in fact their light absorption was improved, not impaired. This pattern in &#x03B1;, along with <italic>R</italic><sub><italic>d</italic></sub> and <italic>A</italic><sub><italic>sat</italic></sub>, matches established mechanisms of acclimation to low light, as shade leaves: (1) reduce <italic>R</italic><sub><italic>d</italic></sub>, (2) remobilize N away from photosynthetic enzymes and toward chlorophyll to improve <italic>&#x03B1;</italic> under limiting light, and (3) translocate N to the upper canopy so sun leaves can increase photosynthetic enzyme content and improve <italic>A</italic><sub><italic>sat</italic></sub> (<xref ref-type="bibr" rid="B5">Boardman, 1977</xref>; <xref ref-type="bibr" rid="B6">Chen et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Niinemets, 2016b</xref>; <xref ref-type="bibr" rid="B9">D&#x2019;Odorico et al., 2018</xref>).</p>
<p>Because of the difference in light availability between sun and shade leaves, shade leaves benefit from partitioning relatively more N toward chlorophyll, compared to sun leaves that partition much more N toward photosynthetic enzymes. Therefore, while shade leaves typically reallocate the N stored in their photosynthetic enzymes and decrease total N content, this primarily results in a loss of <italic>A</italic><sub><italic>sat</italic></sub>, while the apparent maximum quantum yield (<italic>&#x03D5;CO<sub>2 max, app</sub></italic>) rises due to increased chlorophyll and, in turn, increased &#x03B1;. The unusual feature in this study is that <italic>&#x03D5;CO<sub>2 max, app</sub></italic> falls despite an increase in &#x03B1; &#x2013; hence our use of the term maladaptive to describe the response of studied shade leaves to low light. Also, as <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> is measured on an absorbed light basis and derived from the initial linear slope of the light response curve, it is by definition where <italic>A</italic> is strictly light-limited, ruling out any limitation by N or protein amounts which primarily affect <italic>A</italic><sub><italic>sat</italic></sub> (<xref ref-type="bibr" rid="B17">Hikosaka and Terashima, 1995</xref>). In fact, the maximum quantum yield of CO<sub>2</sub> assimilation corrected for chlorophyll content was equivalent in N-stressed and control maize plants (<xref ref-type="bibr" rid="B31">Lu and Zhang, 2000</xref>).</p>
<p>Efficient energy transfer at PSII is essential to power photosynthesis under limiting light. <italic>F</italic><sub><italic>v</italic></sub>/<italic>F</italic><sub><italic>m</italic></sub> is an effective probe to determine whether damage to PSII has occurred (<xref ref-type="bibr" rid="B1">Baker, 2008</xref>). However, the &#x003C;1% loss of <italic>F</italic><sub><italic>v</italic></sub>/<italic>F</italic><sub><italic>m</italic></sub> observed here in lower canopy leaves cannot explain the much more substantial losses in <italic>&#x03D5;CO<sub>2 max,abs</sub></italic>.</p>
<p>1/<italic>k</italic>, i.e., the ratio of <italic>A</italic> to the rate of linear electron transport through PSII (<italic>J</italic>) at low light, is decreased when the energetic compounds NADPH, reduced ferredoxin, and ATP, produced through linear electron flux, are diverted away from photosynthetic carbon metabolism and into other energy-consuming processes (e.g., nitrogen metabolism, Mehler reaction) (<xref ref-type="bibr" rid="B8">Delatorre et al., 1991</xref>; <xref ref-type="bibr" rid="B1">Baker, 2008</xref>). This is observed as a reduced slope of the linear relationship of <italic>A</italic> to <italic>J</italic>. Under limiting light, this will cause a decline in <italic>&#x03D5;CO<sub>2 max, abs</sub></italic>. However, in lower canopy leaves, 1/<italic>k</italic> was greater than at the top of the canopy, implying leaves at the bottom of the canopy actually had fewer, not more, alternative energy sinks to photosynthetic carbon metabolism. In fact, alternative energy sinks overall were minimal: 1/<italic>k</italic> was always close to the theoretical maximum of 0.25 mol mol<sup>&#x2013;1</sup>, i.e., for each mol CO<sub>2</sub> assimilated, a theoretical minimum of <italic>k</italic> = 4 mol electron equivalents must be produced through linear electron flux when there are no alternative energy sinks (<xref ref-type="bibr" rid="B1">Baker, 2008</xref>).</p>
<p>One possible explanation for loss of <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> without reduced 1/<italic>k</italic> is that lower canopy leaves in the plot centre did have increased alternative sinks, but these were not detected by the leaf fluorescence measurements. One caveat of PSII fluorescence is that the signal is primarily obtained from PSII closest to the leaf surface, with less contribution from PSII deeper in the leaf. Therefore 1/<italic>k</italic> is obtained from <italic>A</italic> throughout the entire leaf cross-section, and <italic>J</italic> obtained from PSII fluorescence at the leaf surface. If alternative energy sinks diverted NADPH and ATP from deeper PSII, this could result in a decrease of <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> without an apparent effect to 1/<italic>k</italic>. Additionally, 1/<italic>k</italic> only measures the partitioning toward <italic>A</italic> of NADPH and ATP produced through linear electron flux. ATP can also be produced through cyclic electron flux around PSI, a process which bypasses PSII and produces only ATP (<xref ref-type="bibr" rid="B49">von Caemmerer, 2000</xref>). Alternative energy sinks for the ATP produced through cyclic electron flux would not be reflected in 1/<italic>k</italic>, since 1/<italic>k</italic> is based on the photochemical efficiency of PSII and not PSI. For instance, shaded leaves of field-grown <italic>M.</italic> x <italic>giganteus</italic> show signs of increased leakage of CO<sub>2</sub> from bundle-sheath cells, which should incur additional ATP consumption to power C<sub>4</sub> overcycling of CO<sub>2</sub> (<xref ref-type="bibr" rid="B21">Kromdijk et al., 2008</xref>). However, C<sub>4</sub> NADP-ME grasses including <italic>Z. mays</italic> showed increased photon partitioning to PSI, but no significant change in cyclic electron flux, when grown in the shade (<xref ref-type="bibr" rid="B48">Ver Sagun et al., 2019</xref>).</p>
<p><italic>&#x03D5;CO<sub>2 max, abs</sub></italic> measured in non-stressed conditions is typically well conserved across various species (<xref ref-type="bibr" rid="B28">Long et al., 1993</xref>). Surprisingly, here <italic>Z. mays</italic> showed <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> 23% greater than <italic>M.</italic> x <italic>giganteus</italic>. This may be explained in part by the greater <italic>F</italic><sub><italic>v</italic></sub>/<italic>F</italic><sub><italic>m</italic></sub> and 1/<italic>k</italic> in <italic>Z. mays</italic> relative to <italic>M.</italic> x <italic>giganteus</italic>. In previous measurements on nearby plots of the same species, <italic>&#x03D5;CO<sub>2 max, abs</sub></italic> of <italic>M.</italic> x <italic>giganteus</italic> and <italic>Z. mays</italic> were within just 9% of one another (<xref ref-type="bibr" rid="B38">Pignon et al., 2017</xref>), suggesting the greater inter-species difference observed here may be an effect of different location or growing season.</p>
</sec>
<sec id="S4.SS3">
<title>Potential Effects of Breeding and Management on Maximum Quantum Yield of CO<sub>2</sub> Assimilation</title>
<p>These results raise the question of why such productive crops show a maladaptive acclimation to shade. <italic>Zea mays</italic> in particular is being grown at ever greater densities (<xref ref-type="bibr" rid="B25">Lobell et al., 2014</xref>), resulting in increased leaf area indices and self-shading, but these high densities are a recent construct of cultivation. The ancestors of cultivated <italic>Z. mays</italic> grew largely as isolated plants in semi-arid and nutrient limited environments, such that they would have evolved as plants in which most or all leaves were exposed to full sunlight and shading was rare. Similarly, <italic>Miscanthus</italic> spp. often occur as single tall clumps, standing above surrounding plants and so too would experience relatively little shading, compared to field production stands. Having evolved as sun plants, there may have been insufficient time for them to adapt to the recent production in dense stands.</p>
<p>Although both species are part of the same C<sub>4</sub> evolutionary clade, modern <italic>Z. mays</italic> hybrids have been subject to centuries of selection for productivity, which has been particularly intense in the last 50 years, while <italic>M. x giganteus</italic> is only just emerging as a crop. This may suggest that there is variability that could be selected to overcome this significant Achilles heel in this important group of crops. <italic>Z. mays</italic> is considered to have diverged in the evolution of the Andropogoneae before divergence of the genera <italic>Saccharum, Sorghum</italic> and <italic>Miscanthus</italic> (<xref ref-type="bibr" rid="B20">Kim et al., 2014</xref>; <xref ref-type="bibr" rid="B43">Singh et al., 2019</xref>). The occurrence of this maladaptation in both <italic>Z. mays</italic> and <italic>M. x giganteus</italic> suggests that the major crops sorghum and sugarcane are likely similarly affected. Given that <italic>Z. mays</italic> accounts for more cereal grain than any other crop globally, overcoming this maladaptation to shade would contribute very significantly toward meeting the 60% increase in food demand anticipated for mid-century (<xref ref-type="bibr" rid="B27">Long et al., 2015</xref>; <xref ref-type="bibr" rid="B11">FAO, 2017</xref>).</p>
</sec>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>All original data is freely available without restrictions from the Illinois Data Bank, 10.13012/B2IDB-4821336_V1.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>RC and ER collected the physiological data and wrote the manuscript. CP supervised the experiment, performed the statistical analysis, and assisted in manuscript writing. SL conceived the experiment and assisted in manuscript writing.</p>
</sec>
<sec id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by the project Realizing Increased Photosynthetic Efficiency that is funded by the Bill &#x0026; Melinda Gates Foundation, the Foundation for Food and Agriculture Research, and the UK Department for International Development (UK Aid) under grant number OPP1172157.</p>
</fn>
</fn-group>
<ack>
<p>We thank Prof. Andrew Leakey for his support.</p>
</ack>
<sec id="S9" sec-type="supplementary material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2020.00783/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2020.00783/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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