Skip to main content
International Journal of Molecular Sciences logoLink to International Journal of Molecular Sciences
. 2017 Dec 11;18(12):2680. doi: 10.3390/ijms18122680

The Importance of the Circadian Clock in Regulating Plant Metabolism

Jin A Kim 1,*, Hyun-Soon Kim 2,*, Seo-Hwa Choi 1, Ji-Young Jang 2, Mi-Jeong Jeong 1, Soo In Lee 1
PMCID: PMC5751282  PMID: 29232921

Abstract

Carbohydrates are the primary energy source for plant development. Plants synthesize sucrose in source organs and transport them to sink organs during plant growth. This metabolism is sensitive to environmental changes in light quantity, quality, and photoperiod. In the daytime, the synthesis of sucrose and starch accumulates, and starch is degraded at nighttime. The circadian clock genes provide plants with information on the daily environmental changes and directly control many developmental processes, which are related to the path of primary metabolites throughout the life cycle. The circadian clock mechanism and processes of metabolism controlled by the circadian rhythm were studied in the model plant Arabidopsis and in the crops potato and rice. However, the translation of molecular mechanisms obtained from studies of model plants to crop plants is still difficult. Crop plants have specific organs such as edible seed and tuber that increase the size or accumulate valuable metabolites by harvestable metabolic components. Human consumers are interested in the regulation and promotion of these agriculturally significant crops. Circadian clock manipulation may suggest various strategies for the increased productivity of food crops through using environmental signal or overcoming environmental stress.

Keywords: carbohydrate, circadian clock gene, circadian rhythms, crop productivity, diurnal regulation, metabolism, photoperiodic control

1. Introduction

Plants are exposed to a daily alternation between light and dark with periods of approximately 24 h [1,2]. The rhythmicity of this day-night cycle gives the time information of environmental changes to plants fossilized throughout their life. Plants can measure time and predict coming change through their endogenous clock entrained to environmental time cues [3]. These Circadian rhythms, endogenous rhythms with periods of 24 h driven by an internal circadian clock, cause a variety of changes, including changes in transcription and post-transcriptional regulation in plants. The rhythms in stomatal conductance were described by Francis Darwin almost 100 years ago [4]. Circadian clocks were revealed to be composed of the products of genes in the 1970s. Clock genes can transcribe with free-running period [5]. The circadian clock genes play important roles in plants and account for one-third of Arabidopsis transcripts [6]. They are involved in numerous processes such as internal metabolic and hormonal signals, ranging from the control of metabolism, growth, development, and stomatal opening to metabolic processes [2,7]. Understanding how the circadian oscillator regulates these biological processes and affects productivity is an important agronomic issue.

Matching the endogenous clock period with the period of exogenous light-dark (LD) cycles provides an advantage by optimizing the phase relation between clock-controlled biology and exogenous day-night cycles. Correct matching of the circadian period with chlorophyll accumulation, CO2 fixation, and photosynthesis in the external period may increase vegetative growth and ultimately enhance productivity of crops [8,9]. In this review, we discuss the control of carbon assimilation and allocation by circadian clock genes in attempts to increase crop productivity.

2. Circadian Oscillation of Primary (Carbon) Metabolites

Many genes related to the photosystem, photosynthesis, and various key secondary metabolite pathways oscillate in the normal LD cycle [10]. In studies of transcriptomics and metabolomics in Arabidopsis, the circadian clock has been shown to regulate the transcript amounts of numerous enzymes involved in plant primary metabolism [10] and 30% of primary metabolite accumulation is under circadian control in normal growth conditions at 20 °C [11,12]. In plants, carbohydrates are potential energy sources, which are used in many cell synthesis reactions, such as the synthesis of proteins and lipids. Therefore, the carbon economy of the entire plant is important when investigating methods to increase crop productivity.

Mature leaves of the C3 plant act as a source for sucrose synthesis, which is transported to the sink organs to support plant growth [13]. During the day, photosynthetic CO2 fixation drives the synthesis of sucrose and starch accumulation, which are used to facilitate continued sucrose production at night [13,14]. At night, starch stored during the day is degraded and consumed until dawn. Under a wide range of day-night lengths, the rate of starch accumulation and degradation in Arabidopsis leaves are essentially linear and approximately 95% of the starch is used with dawn [1,14,15]. Disturbances of starch turnover by unexpected early onset of nighttime lead to premature exhaustion of starch and carbon starvation [14]. This carbon starvation can result in rapid changes in metabolism and gene expression and small changes in growth rate, which can lead to much larger changes in biomass production within 2–3 weeks [1,16,17]. It is possible to directly or indirectly control these mechanisms of the biological clock genes.

Transcript abundance of many starch genes is regulated by the circadian clock [18,19]. For example, granule-bound starch synthase 1 (GBSS1) gene expression in Arabidopsis leaves is controlled by Myb-related circadian clock associated 1 (CCA1) and late elongated hypocotyl (LHY) clock transcription factors [20], and the ADP-glucose pyrophosphorylase (AGPase) gene exhibits a circadian rhythm with a different diurnal fluctuation pattern from GBSS1 [21]. Regulation of the starch GBSS1 gene in sweet potato leaves by the circadian clock was also reported by Wang et al. [19]. In tobacco, circadian oscillations have been reported for glutamate synthase and glutamate dehydrogenase activity, and the nitrate reductase RNA level and enzyme activity has been found to change within 24 h cycles [2]. In cotton seedlings, the circadian cycle has been found to be associated with lipid biosynthesis [22]. In that study, the levels of linoleic and linolenic acids fluctuated with higher amounts in the middle of the night than in the middle of the day and these oscillations continued under constant light conditions. Growth rates of sink organs also depend on the 24-h cycle. In potato leaves, starch is synthesized and degraded diurnally, and in potato tubers, starch is accumulated and stored for a long time. Expression of sucrose synthase and AGPase genes is closely related to starch metabolism and follows the diurnal rhythm in leaves and tubers [23,24]. The relationship between starch metabolism and degradation depends on circadian rhythm and tuberization, but is still largely elusive in potato. Starch metabolism and use is under circadian regulation. CO2 assimilation and starch and sugar concentrations oscillate in continuous light after entrainment [1,9,25].

The rate of CO2 assimilation oscillates in wild-type seedlings under continuous light following entrainment but is arrhythmic in CCA1-ox plants. In addition, CCA1-ox plants had lower chlorophyll content, reduced CO2 assimilation, and reduced biomass compared to the wild type [9]. Experiments using gi mutants in Arabidopsis and rice [25] suggested that GIGANTEA (GI) plays an important role in controlling the cycle of glucose metabolism in plants since the amplitude is elevated under endogenous sucrose and starch concentrations. In Arabidopsis leaves, circadian clocks control starch degradation rates for optimal carbon assimilation, suggesting that they are important for increasing crop productivity and for plant growth and development [15].

3. Regulation of Starch Metabolites by the Circadian Clock

The abundance of evidence for the diurnal behavior of the primary metabolite pathway indicates that the manipulation of carbon metabolites increases crop productivity. Starch and sugar metabolism are an important circadian output contributing to optimization of plant physiology. We can try to improve productivity of crop plants through circadian-mediated up-regulation of photosynthetic carbon assimilation. To accomplish this, we will need to focus on circadian clock genes related to the regulation of starch accumulation and degradation.

In higher plants, many reports have shown that the circadian rhythm plays a major role in several steps in coordinating metabolic pathways associated with carbon fixation and allocation between starch and sucrose in leaf tissue [10,21,26,27]. During the day, triose-phosphates fixed by photosynthesis are partitioned to synthesize sucrose and starch. The key enzymes of the sucrose synthesis pathway, fructose 1,6-bisphosphatase (cFBPase) and sucrose phosphate synthetase(SPS), are inhibited by SnRK1 kinase (SNF1-related kinase 1), which is activated by its b subunit AKINb1 [28,29,30]. Sucrose synthesis is also activated by osmo-sensitive kinase OsmK, which senses rhythmic changes in water deficit via Ca2+-dependent kinase (CaK) [31,32]. Both diurnal sensors b and CaK are regulated by light and the circadian clock. The b subunit is up-regulated by darkness and the circadian protein LHY [33] and CaK are activated by light and inhibited by LHY [13]. At night, OsmK accelerates starch degradation to up-regulate sucrose production through the positive interactions between source supply and sink demand, which are gated by the clock via CaK [13,31].

Two other key transcriptional activators of plant growth, phytochrome interacting factor 4 (PIF4) and PIF5, regulate consumption of sugars through the circadian clock [34]. These transcription factors are activated by the morning clock proteins LHY/CCA1 and are inhibited by the evening complex (EC), Early Flowering 3 (ELF3), ELF4, and lux arrhythmo (LUX) [34,35]. Thus, the LHY/CCA1 complex contributes to the regulation of carbon partitioning (through b) and starch degradation (through CaK) and the EC only regulates consumption [13] (Figure 1).

Figure 1.

Figure 1

A schematic illustration of the relationship between the circadian clock and carbohydrate metabolism. Information from the circadian clock is transmitted to the chloroplast and mitochondria. Triose-phosphates (TP) fixed during the day by photosynthesis are partitioned to synthesize sucrose and starch. During the day, sucrose synthesis is inhibited by the SNF1-related kinase 1 (SnRK1) and is activated by the osmo-sensitive kinase OsmK [13]. SnRK1 and OsmK sense rhythmic changes by light and the clock protein late elongated hypocotyl (LHY). Sucrose is exported and consumed by sink tissues. Trehalose 6-phosphate (T6P) accelerates the development of sink tissues, thus increasing the sink demand for carbon during the day. Increased demand in turn activates OsmK, creating a positive feedback loop activating the source supply by sink demand. At night, OsmK accelerates starch degradation and thus up-regulates sucrose production. Therefore, activation of the sucrose supply during the day increases the sink demand, which in turn increases OsmK and up-regulates starch degradation and thus sucrose supply at night. Consumption of sugars by sink tissues is regulated to the clock via activation by LHY/CCA1 and inhibition by the evening complex (EC) (Early Flowering 3 (ELF3), ELF4, and lux arrhythmo (LUX)). The clock genes pseudo-response regulator 5 (PRR5), 7, and 9 regulate the tricarboxylic acid cycle (TCA) at night [43,44]. Black thick lines on plants and show carbon movement. Arrow end lines and blocked end lines indicate activate and inhibit the reactions and expressions, respectively. Night reactions are written in gray box. Clock cartoons emphasize the clock genes. Arrow end dotted line indicates feedback control of sugar by sink strength [13]. The character of cons means consumption of sugar.

When Arabidopsis is grown under abnormal day lengths (17 or 28 h), starch was exhausted until exposure to light, irrespective of the actual dawn. In the short-period mutant cca1-11 lhy-21 (17 h) [36,37], starch degradation was faster than the wild type under normal, 24-h LD (Long Day; 16 h day and 8 h night) cycles [1]. While the cca1-11 lhy-21 mutant plants grown in 17-h LD cycles show a starch degradation pattern similar to wild-type plants grown in normal 24-h LD cycles, wild-type plants grown in 28-h LD cycles and cca1 lhy mutant plants grown in 24-h LD cycles show symptoms of carbon starvation for the last few hours of the night [1]. This ‘early dusk’ starvation affects plant growth. Under the same amount of light and rate of photosynthesis, growth of wild-type Arabidopsis is reduced by a third or more in 28-h LD cycles relative to 24-h LD cycles [1]. Mobilization of starch reserves by matching the length of the LD cycles and the clock period is essential for optimal biomass accumulation [38]. The Arabidopsis elf3 mutant [6] displays a slightly slower starch degradation rate than the wild type [13,39]. ELF3 plays a role in sustaining the rhythm by inhibiting phototransduction at dusk [40], and inhibits hypocotyl growth in the light and maintains this inhibition during night. However, elf3 mutants immediately lose circadian rhythms [41] and show relieved inhibition of hypocotyl growth early in the night [42]. In addition, the elf3 mutant shows a two-fold higher root growth rate in the light period and two-fold inhibition during the night [39]. The missing inhibition of consumption by the EC at night perturbed the balance between the sugar supply and consumption and consequentially activated the starvation mechanisms [13].

In addition, a dramatic increase of intermediates in the tricarboxylic acid cycle (TCA) in a triple mutant of pseudo-response regulators (PRR 9, 7, and 5) showed that these proteins are involved in maintaining mitochondrial homeostasis in Arabidopsis [43]. By analyzing the transcriptome and metabolome, we assumed that PRR 9, 7, and 5 negatively regulate the biosynthetic pathways of photorespiration, chlorophyll, carotenoid, and the antioxidant compounds, abscisic acid and α-tocopherol [43] (Figure 1).

Clock genes match the endogenous clock period with the period of exogenous LD cycles and can ultimately maximize plant growth and metabolites by optimizing the phase relation between clock-controlled biology and exogenous day-night cycles [8,9]. On the other hand, transgenic potato plants altered the diurnal rhythm of carbon allocation patterns through antisense inhibition of triose-phosphate phosphate translocator (TPT), resulting in reduced starch production and consequently a change in the diurnal growth pattern [45]. Espinoza et al. [9] reported that the circadian clock function was disrupted under low temperature stress conditions and, therefore, cycles of many clock components and output genes were disrupted. During cold acclimation, some enzymes and genes related to starch catabolism in chloroplasts showed reduced amplitude in the diurnal oscillations or arrhythmic expression patterns [11]. The study between clock and circadian regulation of metabolism will help improve crop productivity by reflecting the sensitization of plants to environmental inputs [2,46].

4. Regulation of Circadian-Mediated Carbon Productivity in Crops

When the circadian clock is correctly matched with environmental periods the photosynthetic capacity and carbohydrate metabolism are enhanced [9,15,47,48,49,50]. Manipulating the circadian clock in crop plants may help to overcome problems of climate change and food deficiency. However, translating molecular mechanisms of model plants to crop plants is difficult because many crop plants of agricultural significance have experienced diverse evolution (Table 1) [51,52,53,54,55].

Table 1.

Clock-related genes reported in the references.

Name of Gene Arabidopsis Homologus Genes in the Crops Reference
Clock genes
Late elongated hypocotyl (LHY) AT1G01060 OS-LHY (Oryza sativa, rice)
LHY (Solanum tuberosum, potato)
Izawa et al., 2011 [57]
Hancock et al., 2014 [44]
Circadian clock associated 1 (CCA1) AT2G46830 N.A.*
Early Flowering 3 (ELF3) AT2G25930 OsELF3 (Oryza sativa, rice) Kwon et al., 2015 [35]
Early Flowering 4 (ELF4) AT2G40080 OsELF4 (Oryza sativa, rice)
Lux arrhythmo (LUX) AT3G46640 OsLUX (Oryza sativa, rice) Kwon et al., 2015 [35]
Pseudo-response regulator (PRR)s AT1G32100
AT5G60100
AT5G24470
AT5G02810
AT2G46790
OsPRRs (Oryza sativa, rice)
BrPRRs (Brassica rapa, Chinese cabbage)
Murakami et al., 2003 [56]
Kim et al., 2007, 2012 [63,64]
GIGANTEA (GI) AT1G22770 OsGI (Oryza sativa, rice)
StGIa,b (Solanum tuberosum, potato)
GmGIa (Glycine max, soybean)
IbGI (Ipomoea batatas Lam, sweet potato)
BoGI (Barssica oleracea L. broccoli)
BrGI (Brassica rapa, Chinese cabbage)
LpGI (Lolium perenne, ryegrass)
Kwon et al., 2015 [35]
Hancock et al., 2014 [44]
Watanabe et al., 2011 [55]
Tang et al., 2017 [54]
Thiruvengadam et al., 2015 [53]
Kim et al., 2016 [52]
Gagic et al., 2015 [51]
Clock sensing genes
Ca2+-dependent kinase (CaK) N.A.
SNF1-related protein kinase 1 (SnRK1) AT5G39440 SnRK1 (Spinacia oleracea, spinach)
SnRK1 (Nicotiana tabacum, tobacco)
SnRK1 (Secale cereale, rye)
SnRK1 (Solanum tuberosum, potato)
SnRK1 (Hordeum vulgare barley)
SnRK1 (Triticum aestivum, wheat)
Sugden et al., 1999 [29]
Sugden et al., 1999 [29]
Sugden et al., 1999 [29]
Sugden et al., 1999 [29]
Halford et al., 2003 [28]
Coello et al., 2012 [65]
ARABIDOPSIS KINASE (AKIN) b1 AT5G21170 N.A.
osmo-sensitive kinase (OsmK) N.A

* N.A. Not Available.

In the rice plant, a model plant of monocotyledon, many experiments have induced mutations in circadian-related genes. In OsGIGANTEA (OsGI), the rice circadian clock-related null mutant, several clock related genes show changes in gene expression or rhythm. In the osgi mutant, OsLHY (clear rhythm, reduced expression), OsPRR1 (reduced rhythm, up-regulated expression level), OsPRR95, and OsPRR59 (reduced rhythm, similar level of expression) showed changes in expression under the natural day-night conditions in the field [56,57].

The expression of 75% of 27,201 tested genes, including LHY-related genes, LUX, ELF3-like, and several starch synthesis-related genes, was affected in the osgi mutant. These changes in the transcriptome resulted in increased sucrose and starch content, reduced chlorophyll content, and increased stomatal conductance in the leaves of osgi mutants [57]. Moreover, the production of malate, citrate, 2-oxoglutarate, aconitate, and isocitrate in the TCA cycle were significantly increased or decreased. However, these changes do not result in changes to related metabolites and do not affect the photosynthetic rate in the field [57]. Rather than the TCA cycle itself, the changes in the pool sizes of some transcripts and these primary metabolites lead to activation of secondary metabolism, such as the phenylpropanoid metabolite pathway [57].

In Brassica rapa, three crop morphotypes, called leaf, turnip, and oilseed, have evolved differently as a result of crop diversification after domestication in diverse geographic regions [58,59]. Vegetable and oilseed varieties have dramatically different morphology and harvestable components [60]. Among these varieties, the circadian period, gas exchange, and physiological traits are also different. Circadian period is positively correlated with the maximum net photosynthesis rate but is negatively correlated with stomatal conductance [61]. The oilseed crop has a shorter circadian period (closer to 24 h) and higher net carbon assimilation and stomatal conductance relative to the vegetable types. Biomass is also positively associated with the circadian period. While the maximum net photosynthesis rate of leaf and turnip crops is related to the mass or allocation of fixed carbon in vegetative organs, the metabolically expensive seed oil affects the total biomass accumulation in oilseed crops [61].

In potato, the circadian clock gene that perceives day length is important for controlling potato tuberization. The Solanum tuberosum constans (StCO) protein, which is regulated by the circadian clock gene, is involved in the photoperiodic control of flowering and tuberization. StCO is involved in day–length control of tuberization, where it represses tuber formation in non-inductive long days by inhibiting the mobile tuberizing signal, called StSP6A, in the leaves [62]. During short days, the circadian clock gene does not form the StGI1/StFKF1/stCDF1 complex, thus inhibiting expression of the StCO gene. Therefore, the phloem-mobile StSP6A mRNA, which promotes potato tuberization, is transferred to the stolon from the leaves. It seems that the circadian rhythm is closely related to genes involved in tuber formation in potatoes.

5. Conclusions

Plants respond to environmental changes by triggering biochemical and developmental networks [38]. As a result of the rotation of the earth on its axis, the circadian clock provides plants the ability to adapt to daily changes in environmental conditions and the ability to time the production and consumption of energy. This circadian clock controls many developmental processes, which are related to the primary metabolite pathway, throughout the entire life cycle of the plant. In addition, the circadian system plays a role in regulating responses to both biotic and abiotic stresses [66]. Therefore, understanding the relationship between plant metabolic pathways and clock mechanisms improves biological understanding and yield prediction. In particular, crops that have experienced genome duplication through evolution and domestication have diverse gene families and unpredictable relationships between molecular changes in the field [57,61,67]. The morphology of the crop is an important characteristic compared with the model plant, Arabidopsis. Certain organs are hypertrophic or have a specific mechanism that induces the development of organs, and the production of metabolites may occur at specific times. Human edible parts also depend on the shape and developmental stage of the crop. The type of crop is determined by the intensive allocation of the crops due to the accumulation of carbohydrate metabolites, and the size and metabolite accumulation of these edible parts have been evolutionally increased by human selection [61,68,69]. Recent studies have revealed that the circadian clock regulates starch utilization and photosynthesis [1,9,70] and photosynthetic evolution alters sugar status and thereby affects clock function [71,72]. The circadian clock directly regulates metabolism related to plant development, growth, and metabolite products and also affects crop productivity and quality through metabolite changes in response to abiotic stress [11,43,73,74]. These findings suggest that manipulation of circadian clock genes can be valuable for improvement of plant crop yield.

Acknowledgments

This work was supported by grants from the Research Program for Agricultural Science & Technology Development, National Academy of Agricultural Science, (Project No. PJ01247203) and from Rural Development Administration, Republic of Korea, BioGreen 21 Program (Project No. PJ01106902) for Jin A Kim, Seo-hwa Choi, Mi-Jeong Jeong, and Soo In Lee, and Bio & Medical Technology Development Program of the NRF funded by the Korean government (Project No. NRF-2015M3A9A5031107) for Hyun-Soon Kim and Ji-Young Jang.

Author Contributions

Jin A Kim, Hyun-Soon Kim, Seo-hwa Choi, Ji-Young Jang, Mi-Jeong Jeong, and Soo In Lee wrote and edited the manuscript.

Conflicts of Interest

The authors declare no conflict of interest.

References

  • 1.Graf A., Schlereth A., Stitt M., Smith A.M. Circadian control of carbohydrate availability for growth in Arabidopsis plants at night. Proc. Natl. Acad. Sci. USA. 2010;107:9458–9463. doi: 10.1073/pnas.0914299107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Farre E.M., Weise S.E. The interactions between the circadian clock and primary metabolism. Curr. Opin. Plant Biol. 2012;15:293–300. doi: 10.1016/j.pbi.2012.01.013. [DOI] [PubMed] [Google Scholar]
  • 3.Brody S. The Genetics of Circadian Rhythms. 1st ed. Academic Press; San Diego, CA, USA: 2011. p. 254. [Google Scholar]
  • 4.Francis D. Observations on stomata. Philos. Trans. R. Soc. Lond. B. 1898;190:531–621. [Google Scholar]
  • 5.McClung C.R. Plant circadian rhythms. Plant Cell. 2006;18:792–803. doi: 10.1105/tpc.106.040980. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Covington M.F., Panda S., Liu X.L., Strayer C.A., Wagner D.R., Kay S.A. ELF3 modulates resetting of the circadian clock in Arabidopsis. Plant Cell. 2001;13:1305–1315. doi: 10.1105/tpc.13.6.1305. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.McClung C.R. Comes a time. Curr. Opin. Plant Biol. 2008;11:514–520. doi: 10.1016/j.pbi.2008.06.010. [DOI] [PubMed] [Google Scholar]
  • 8.Ouyang Y., Andersson C.R., Kondo T., Golden S.S., Johnson C.H. Resonating circadian clocks enhance fitness in cyanobacteria. Proc. Natl. Acad. Sci. USA. 1998;95:8660–8664. doi: 10.1073/pnas.95.15.8660. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Dodd A.N., Salathia N., Hall A., Kevei E., Toth R., Nagy F., Hibberd J.M., Millar A.J., Webb A.A. Plant circadian clocks increase photosynthesis, growth, survival, and competitive advantage. Science. 2005;309:630–633. doi: 10.1126/science.1115581. [DOI] [PubMed] [Google Scholar]
  • 10.Harmer S.L., Hogenesch J.B., Straume M., Chang H.S., Han B., Zhu T., Wang X., Kreps J.A., Kay S.A. Orchestrated transcription of key pathways in Arabidopsis by the circadian clock. Science. 2000;290:2110–2113. doi: 10.1126/science.290.5499.2110. [DOI] [PubMed] [Google Scholar]
  • 11.Espinoza C., Degenkolbe T., Caldana C., Zuther E., Leisse A., Willmitzer L., Hincha D.K., Hannah M.A. Interaction with Diurnal and Circadian Regulation Results in Dynamic Metabolic and Transcriptional Changes during Cold Acclimation in Arabidopsis. PLoS ONE. 2010;5:e14101. doi: 10.1371/journal.pone.0014101. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Greenham K., McClung C.R. Integrating circadian dynamics with physiological processes in plants. Nat. Rev. Genet. 2015;16:598–610. doi: 10.1038/nrg3976. [DOI] [PubMed] [Google Scholar]
  • 13.Pokhilko A., Ebenhoh O. Mathematical modelling of diurnal regulation of carbohydrate allocation by osmo-related processes in plants. J. R. Soc. Interface. 2015;12:20141357. doi: 10.1098/rsif.2014.1357. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Stitt M., Zeeman S.C. Starch turnover: Pathways, regulation and role in growth. Curr. Opin. Plant Biol. 2012;15:282–292. doi: 10.1016/j.pbi.2012.03.016. [DOI] [PubMed] [Google Scholar]
  • 15.Graf A., Smith A.M. Starch and the clock: The dark side of plant productivity. Trends Plant Sci. 2011;16:169–175. doi: 10.1016/j.tplants.2010.12.003. [DOI] [PubMed] [Google Scholar]
  • 16.Pantin F., Simonneau T., Rolland G., Dauzat M., Muller B. Control of Leaf Expansion: A Developmental Switch from Metabolics to Hydraulics. Plant Physiol. 2011;156:803–815. doi: 10.1104/pp.111.176289. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Stitt M., Gibon Y., Lunn J.E., Piques M. Multilevel genomics analysis of carbon signalling during low carbon availability: Coordinating the supply and utilisation of carbon in a fluctuating environment. Funct. Plant Biol. 2007;34:526–549. doi: 10.1071/FP06249. [DOI] [PubMed] [Google Scholar]
  • 18.Kotting O., Kossmann J., Zeeman S.C., Lloyd J.R. Regulation of starch metabolism: The age of enlightenment? Curr. Opin. Plant Biol. 2010;13:321–329. doi: 10.1016/j.pbi.2010.01.003. [DOI] [PubMed] [Google Scholar]
  • 19.Lu Y., Gehan J.P., Sharkey T.D. Daylength and circadian effects on starch degradation and maltose metabolism. Plant Physiol. 2005;138:2280–2291. doi: 10.1104/pp.105.061903. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Tenorio G., Orea A., Romero J.M., Merida A. Oscillation of mRNA level and activity of granule-bound starch synthase I in Arabidopsis leaves during the day/night cycle. Plant Mol. Biol. 2003;51:949–958. doi: 10.1023/A:1023053420632. [DOI] [PubMed] [Google Scholar]
  • 21.Wang S.J., Yeh K.W., Tsai C.Y. Regulation of starch granule-bound starch synthase I gene expression by circadian clock and sucrose in the source tissue of sweet potato. Plant Sci. 2001;161:635–644. doi: 10.1016/S0168-9452(01)00449-6. [DOI] [Google Scholar]
  • 22.Rikin A., Dillwith J.W., Bergman D.K. Correlation between the Circadian-Rhythm of Resistance to Extreme Temperatures and Changes in Fatty-Acid Composition in Cotton Seedlings. Plant Physiol. 1993;101:31–36. doi: 10.1104/pp.101.1.31. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Van Harsselaar J.K., Lorenz J., Senning M., Sonnewald U., Sonnewald S. Genome-wide analysis of starch metabolism genes in potato (Solanum tuberosum L.) BMC Genom. 2017;18:37. doi: 10.1186/s12864-016-3381-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Geigenberger P., Stitt M. Diurnal changes in sucrose, nucleotides, starch synthesis and AGPS transcript in growing potato tubers that are suppressed by decreased expression of sucrose phosphate synthase. Plant J. 2000;23:795–806. doi: 10.1046/j.1365-313x.2000.00848.x. [DOI] [PubMed] [Google Scholar]
  • 25.Haydon M.J., Hearn T.J., Bell L.J., Hannah M.A., Webb A.A. Metabolic regulation of circadian clocks. Semin. Cell Dev. Biol. 2013;24:414–421. doi: 10.1016/j.semcdb.2013.03.007. [DOI] [PubMed] [Google Scholar]
  • 26.Li B., Geiger D.R., Shieh W.J. Evidence for circadian regulation of starch and sucrose synthesis in sugar beet leaves. Plant Physiol. 1992;99:1393–1399. doi: 10.1104/pp.99.4.1393. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Merida A., Rodriguez-Galan J.M., Vincent C., Romero J.M. Expression of the granule-bound starch synthase I (Waxy) gene from snapdragon is developmentally and circadian clock regulated. Plant Physiol. 1999;120:401–410. doi: 10.1104/pp.120.2.401. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Halford N.G., Hey S., Jhurreea D., Laurie S., McKibbin R.S., Paul M., Zhang Y. Metabolic signalling and carbon partitioning: Role of Snf1-related (SnRK1) protein kinase. J. Exp. Bot. 2003;54:467–475. doi: 10.1093/jxb/erg038. [DOI] [PubMed] [Google Scholar]
  • 29.Sugden C., Donaghy P.G., Halford N.G., Hardie D.G. Two SNF1-Related protein kinases from spinach leaf phosphorylate and inactivate 3-hydroxy-3-methylglutaryl-coenzyme A reductase, nitrate reductase, and sucrose phosphate synthase in vitro. Plant Physiol. 1999;120:257–274. doi: 10.1104/pp.120.1.257. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Kulma A., Villadsen D., Campbell D.G., Meek S.E.M., Harthill J.E., Nielsen T.H., MacKintosh C. Phosphorylation and 14-3-3 binding of Arabidopsis 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase. Plant J. 2004;37:654–667. doi: 10.1111/j.1365-313X.2003.01992.x. [DOI] [PubMed] [Google Scholar]
  • 31.Robertson F., Skeffington A., Gardner M., Webb A.A.R. Interactions between circadian and hormonal signalling in plants. Plant Mol. Biol. 2009;69:419–427. doi: 10.1007/s11103-008-9407-4. [DOI] [PubMed] [Google Scholar]
  • 32.Pokhilko A., Mas P., Millar A.J. Modelling the widespread effects of TOC1 signalling on the plant circadian clock and its outputs. BMC Syst. Biol. 2013;7:23. doi: 10.1186/1752-0509-7-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Pokhilko A., Flis A., Sulpice R., Stitt M., Ebenhoh O. Adjustment of carbon fluxes to light conditions regulates the daily turnover of starch in plants: A computational model. Mol. Biosyst. 2014;10:613–627. doi: 10.1039/C3MB70459A. [DOI] [PubMed] [Google Scholar]
  • 34.Niwa Y., Yamashino T., Mizuno T. The Circadian Clock Regulates the Photoperiodic Response of Hypocotyl Elongation through a Coincidence Mechanism in Arabidopsis thaliana. Plant Cell Physiol. 2009;50:838–854. doi: 10.1093/pcp/pcp028. [DOI] [PubMed] [Google Scholar]
  • 35.Kwon C.T., Koo B.H., Kim D., Yoo S.C., Paek N.C. Casein Kinases I and 2 alpha Phosphorylate Oryza Sativa Pseudo-Response Regulator 37 (OsPRR37) in Photoperiodic Flowering in Rice. Mol. Cells. 2015;38:81–88. doi: 10.14348/molcells.2015.2254. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Mizoguchi T., Wheatley K., Hanzawa Y., Wright L., Mizoguchi M., Song H.R., Carre I.A., Coupland G. LHY and CCA1 are partially redundant genes required to maintain circadian rhythms in Arabidopsis. Dev. Cell. 2002;2:629–641. doi: 10.1016/S1534-5807(02)00170-3. [DOI] [PubMed] [Google Scholar]
  • 37.Alabadi D., Oyama T., Yanovsky M.J., Harmon F.G., Mas P., Kay S.A. Reciprocal regulation between TOC1 and LHY/CCA1 within the Arabidopsis circadian clock. Science. 2001;293:880–883. doi: 10.1126/science.1061320. [DOI] [PubMed] [Google Scholar]
  • 38.Chew Y.H., Wenden B., Flis A., Mengin V., Taylor J., Davey C.L., Tindal C., Thomas H., Ougham H.J., de Reffye P., et al. Multiscale digital Arabidopsis predicts individual organ and whole-organism growth. Proc. Natl. Acad. Sci. USA. 2014;111:E4127–E4136. doi: 10.1073/pnas.1410238111. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Yazdanbakhsh N., Sulpice R., Graf A., Stitt M., Fisahn J. Circadian control of root elongation and C partitioning in Arabidopsis thaliana. Plant Cell Environ. 2011;34:877–894. doi: 10.1111/j.1365-3040.2011.02286.x. [DOI] [PubMed] [Google Scholar]
  • 40.Doyle M.R., Davis S.J., Bastow R.M., McWatters H.G., Kozma-Bognar L., Nagy F., Millar A.J., Amasino R.M. The ELF4 gene controls circadian rhythms and flowering time in Arabidopsis thaliana. Nature. 2002;419:74–77. doi: 10.1038/nature00954. [DOI] [PubMed] [Google Scholar]
  • 41.Dowson-Day M.J., Millar A.J. Circadian dysfunction causes aberrant hypocotyl elongation patterns in Arabidopsis. Plant J. 1999;17:63–71. doi: 10.1046/j.1365-313X.1999.00353.x. [DOI] [PubMed] [Google Scholar]
  • 42.Nozue K., Covington M.F., Duek P.D., Lorrain S., Fankhauser C., Harmer S.L., Maloof J.N. Rhythmic growth explained by coincidence between internal and external cues. Nature. 2007;448:358–361. doi: 10.1038/nature05946. [DOI] [PubMed] [Google Scholar]
  • 43.Kehr J., Hustiak F., Walz C., Willmitzer L., Fisahn J. Transgenic plants changed in carbon allocation pattern display a shift in diurnal growth pattern. Plant J. 1998;16:497–503. doi: 10.1046/j.1365-313x.1998.00318.x. [DOI] [PubMed] [Google Scholar]
  • 44.Hotta C.T., Gardner M.J., Hubbard K.E., Baek S.J., Dalchau N., Suhita D., Dodd A.N., Webb A.A. Modulation of environmental responses of plants by circadian clocks. Plant Cell Environ. 2007;30:333–349. doi: 10.1111/j.1365-3040.2006.01627.x. [DOI] [PubMed] [Google Scholar]
  • 45.Fukushima A., Kusano M., Nakamichi N., Kobayashi M., Hayashi N., Sakakibara H., Mizuno T., Saito K. Impact of clock-associated Arabidopsis pseudo-response regulators in metabolic coordination. Proc. Natl. Acad. Sci. USA. 2009;106:7251–7256. doi: 10.1073/pnas.0900952106. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Hancock R.D., Morris W.L., Ducreux L.J., Morris J.A., Usman M., Verrall S.R., Fuller J., Simpson C.G., Zhang R., Hedley P.E., et al. Physiological, biochemical and molecular responses of the potato (Solanum tuberosum L.) plant to moderately elevated temperature. Plant Cell Environ. 2014;37:439–450. doi: 10.1111/pce.12168. [DOI] [PubMed] [Google Scholar]
  • 47.Poorter H., Nagel O. The role of biomass allocation in the growth response of plants to different levels of light, CO2, nutrients and water: A quantitative review. Aust. J. Plant Physiol. 2000;27:1191. doi: 10.1071/PP99173_CO. [DOI] [Google Scholar]
  • 48.Zeeman S.C., Kossmann J., Smith A.M. Starch: Its Metabolism, Evolution, and Biotechnological Modification in Plants. Ann. Rev. Plant Biol. 2010;61:209–234. doi: 10.1146/annurev-arplant-042809-112301. [DOI] [PubMed] [Google Scholar]
  • 49.Tsai H.L., Lue W.L., Lu K.J., Hsieh M.H., Wang S.M., Chen J. Starch Synthesis in Arabidopsis Is Achieved by Spatial Cotranscription of Core Starch Metabolism Genes. Plant Physiol. 2009;151:1582–1595. doi: 10.1104/pp.109.144196. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Hanson K.R., McHale N.A. A Starchless Mutant of Nicotiana sylvestris Containing a Modified Plastid Phosphoglucomutase. Plant Physiol. 1988;88:838–844. doi: 10.1104/pp.88.3.838. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Gagic M., Faville M., Kardailsky I., Putterill J. Comparative Genomics and Functional Characterisation of the GIGANTEA Gene from the Temperate Forage Perennial Ryegrass Lolium perenne. Plant Mol. Biol. Rep. 2015;33:1098–1106. doi: 10.1007/s11105-014-0820-3. [DOI] [Google Scholar]
  • 52.Kim J.A., Jung H.E., Hong J.K., Hermand V., McClung C.R., Lee Y.H., Kim J.Y., Lee S.I., Jeong M.J., Kim J., et al. Reduction of GIGANTEA expression in transgenic Brassica rapa enhances salt tolerance. Plant Cell Rep. 2016;35:1943–1954. doi: 10.1007/s00299-016-2008-9. [DOI] [PubMed] [Google Scholar]
  • 53.Thiruvengadam M., Shih C.F., Yang C.H. Expression of An Antisense Brassica oleracea GIGANTEA (BoGI) Gene in Transgenic Broccoli Causes Delayed Flowering, Leaf Senescence, and Post-Harvest Yellowing Retardation. Plant Mol. Biol. Rep. 2015;33:1499–1509. doi: 10.1007/s11105-015-0852-3. [DOI] [Google Scholar]
  • 54.Tang W., Yan H., Su Z.X., Park S.C., Liu Y.J., Zhang Y.G., Wang X., Kou M., Ma D.F., Kwak S.S., et al. Cloning and characterization of a novel GIGANTEA gene in sweet potato. Plant Physiol. Biochem. 2017;116:27–35. doi: 10.1016/j.plaphy.2017.04.025. [DOI] [PubMed] [Google Scholar]
  • 55.Watanabe S., Xia Z., Hideshima R., Tsubokura Y., Sato S., Yamanaka N., Takahashi R., Anai T., Tabata S., Kitamura K., et al. A map-based cloning strategy employing a residual heterozygous line reveals that the GIGANTEA gene is involved in soybean maturity and flowering. Genetics. 2011;188:395–407. doi: 10.1534/genetics.110.125062. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Murakami M., Ashikari M., Miura K., Yamashino T., Mizuno T. The evolutionarily conserved OsPRR quintet: Rice pseudo-response regulators implicated in circadian rhythm. Plant Cell Physiol. 2003;44:1229–1236. doi: 10.1093/pcp/pcg135. [DOI] [PubMed] [Google Scholar]
  • 57.Izawa T., Mihara M., Suzuki Y., Gupta M., Itoh H., Nagano A.J., Motoyama R., Sawada Y., Yano M., Hirai M.Y., et al. Os-GIGANTEA confers robust diurnal rhythms on the global transcriptome of rice in the field. Plant Cell. 2011;23:1741–1755. doi: 10.1105/tpc.111.083238. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Abbo S., Van-Oss R.P., Gopher A., Saranga Y., Ofner R., Peleg Z. Plant domestication versus crop evolution: A conceptual framework for cereals and grain legumes. Trends Plant Sci. 2014;19:351–360. doi: 10.1016/j.tplants.2013.12.002. [DOI] [PubMed] [Google Scholar]
  • 59.Meyer R.S., Purugganan M.D. Evolution of crop species: Genetics of domestication and diversification. Nat. Rev. Genet. 2013;14:840–852. doi: 10.1038/nrg3605. [DOI] [PubMed] [Google Scholar]
  • 60.DeVries I.M. Origin and domestication of Lactuca sativa L. Genet. Res. Crop. Evol. 1997;44:165–174. doi: 10.1023/A:1008611200727. [DOI] [Google Scholar]
  • 61.Yarkhunova Y., Edwards C.E., Ewers B.E., Baker R.L., Aston T.L., McClung C.R., Lou P., Weinig C. Selection during crop diversification involves correlated evolution of the circadian clock and ecophysiological traits in Brassica rapa. New Phytol. 2016;210:133–144. doi: 10.1111/nph.13758. [DOI] [PubMed] [Google Scholar]
  • 62.Navarro C., Abelenda J.A., Cruz-Oro E., Cuellar C.A., Tamaki S., Silva J., Shimamoto K., Prat S. Control of flowering and storage organ formation in potato by FLOWERING LOCUS T. Nature. 2011;478:119–122. doi: 10.1038/nature10431. [DOI] [PubMed] [Google Scholar]
  • 63.Kim J.A., Kim J.S., Hong J.K., Lee Y.H., Choi B.S., Seol Y.J., Jeon C.H. Comparative mapping, genomic structure, and expression analysis of eight pseudo-response regulator genes in Brassica rapa. Mol. Genet. Gen. 2012;287:373–388. doi: 10.1007/s00438-012-0682-z. [DOI] [PubMed] [Google Scholar]
  • 64.Kim J.A., Yang T.J., Kim J.S., Park J.Y., Kwon S.J., Lim M.H., Jin M., Lee S.C., Lee S.I., Choi B.S., et al. Isolation of circadian-associated genes in Brassica rapa by comparative genomics with Arabidopsis thaliana. Mol. Cells. 2007;23:145–153. [PubMed] [Google Scholar]
  • 65.Coello P., Hirano E., Hey S.J., Muttucumaru N., Martinez-Barajas E., Parry M.A.J., Halford N.G. Evidence that abscisic acid promotes degradation of SNF1-related protein kinase (SnRK) 1 in wheat and activation of a putative calcium-dependent SnRK2. J. Exp. Bot. 2012;63:913–924. doi: 10.1093/jxb/err320. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Yakir E., Hilman D., Harir Y., Green R.M. Regulation of output from the plant circadian clock. FEBS J. 2007;274:335–345. doi: 10.1111/j.1742-4658.2006.05616.x. [DOI] [PubMed] [Google Scholar]
  • 67.Henry C., Bledsoe S.W., Siekman A., Kollman A., Waters B.M., Feil R., Stitt M., Lagrimini L.M. The trehalose pathway in maize: Conservation and gene regulation in response to the diurnal cycle and extended darkness. J. Exp. Bot. 2014;65:5959–5973. doi: 10.1093/jxb/eru335. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Ruuska S.A., Schwender J., Ohlrogge J.B. The capacity of green oilseeds to utilize photosynthesis to drive biosynthetic processes. Plant Physiol. 2004;136:2700–2709. doi: 10.1104/pp.104.047977. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Goffman F.D., Alonso A.P., Schwender J., Shachar-Hill Y., Ohlrogge J.B. Light enables a very high efficiency of carbon storage in developing embryos of rapeseed. Plant Physiol. 2005;138:2269–2279. doi: 10.1104/pp.105.063628. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Faure S., Turner A.S., Gruszka D., Christodoulou V., Davis S.J., von Korff M., Laurie D.A. Mutation at the circadian clock gene EARLY MATURITY 8 adapts domesticated barley (Hordeum vulgare) to short growing seasons. Proc. Natl. Acad. Sci. USA. 2012;109:8328–8333. doi: 10.1073/pnas.1120496109. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Dalchau N., Baek S.J., Briggs H.M., Robertson F.C., Dodd A.N., Gardner M.J., Stancombe M.A., Haydon M.J., Stan G.B., Goncalves J.M., et al. The circadian oscillator gene GIGANTEA mediates a long-term response of the Arabidopsis thaliana circadian clock to sucrose. Proc. Natl. Acad. Sci. USA. 2011;108:5104–5109. doi: 10.1073/pnas.1015452108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Bolouri Moghaddam M.R., Van den Ende W. Sweet immunity in the plant circadian regulatory network. J. Exp. Bot. 2013;64:1439–1449. doi: 10.1093/jxb/ert046. [DOI] [PubMed] [Google Scholar]
  • 73.Cao S., Ye M., Jiang S. Involvement of GIGANTEA gene in the regulation of the cold stress response in Arabidopsis. Plant Cell Rep. 2005;24:683–690. doi: 10.1007/s00299-005-0061-x. [DOI] [PubMed] [Google Scholar]
  • 74.Nakamichi N., Kusano M., Fukushima A., Kita M., Ito S., Yamashino T., Saito K., Sakakibara H., Mizuno T. Transcript profiling of an Arabidopsis pseudo response regulator arrhythmic triple mutant reveals a role for the circadian clock in cold stress response. Plant Cell Physiol. 2009;50:447–462. doi: 10.1093/pcp/pcp004. [DOI] [PubMed] [Google Scholar]

Articles from International Journal of Molecular Sciences are provided here courtesy of Multidisciplinary Digital Publishing Institute (MDPI)

RESOURCES