TY - JOUR A1 - Olas, Justyna Jadwiga A1 - Fichtner, Franziska A1 - Apelt, Federico T1 - All roads lead to growth BT - imaging-based and biochemical methods to measure plant growth JF - Journal of experimental botany N2 - Plant growth is a highly complex biological process that involves innumerable interconnected biochemical and signalling pathways. Many different techniques have been developed to measure growth, unravel the various processes that contribute to plant growth, and understand how a complex interaction between genotype and environment determines the growth phenotype. Despite this complexity, the term 'growth' is often simplified by researchers; depending on the method used for quantification, growth is viewed as an increase in plant or organ size, a change in cell architecture, or an increase in structural biomass. In this review, we summarise the cellular and molecular mechanisms underlying plant growth, highlight state-of-the-art imaging and non-imaging-based techniques to quantitatively measure growth, including a discussion of their advantages and drawbacks, and suggest a terminology for growth rates depending on the type of technique used. KW - biomass KW - growth KW - imaging KW - kinematics KW - morphometrics KW - phenomics KW - phenotyping KW - relative expansion rate of growth (RER) KW - relative growth KW - rate (RGR) Y1 - 2019 U6 - https://doi.org/10.1093/jxb/erz406 SN - 0022-0957 SN - 1460-2431 VL - 71 IS - 1 SP - 11 EP - 21 PB - Oxford Univ. Press CY - Oxford ER - TY - JOUR A1 - Apelt, Federico A1 - Breuer, David A1 - Olas, Justyna Jadwiga A1 - Annunziata, Maria Grazia A1 - Flis, Anna A1 - Nikoloski, Zoran A1 - Kragler, Friedrich A1 - Stitt, Mark T1 - Circadian, Carbon, and Light Control of Expansion Growth and Leaf Movement JF - Plant physiology : an international journal devoted to physiology, biochemistry, cellular and molecular biology, biophysics and environmental biology of plants Y1 - 2017 U6 - https://doi.org/10.1104/pp.17.00503 SN - 0032-0889 SN - 1532-2548 VL - 174 SP - 1949 EP - 1968 PB - American Society of Plant Physiologists CY - Rockville ER - TY - JOUR A1 - Olas, Justyna Jadwiga A1 - Apelt, Federico A1 - Watanabe, Mutsumi A1 - Höfgen, Rainer A1 - Wahl, Vanessa T1 - Developmental stage-specific metabolite signatures in Arabidopsis thaliana under optimal and mild nitrogen limitation JF - Plant science : an international journal of experimental plant biology N2 - Metabolites influence flowering time, and thus are among the major determinants of yield. Despite the reported role of trehalose 6-phosphate and nitrate signaling on the transition from the vegetative to the reproductive phase, little is known about other metabolites contributing and responding to developmental phase changes. To increase our understanding which metabolic traits change throughout development in Arabidopsis thaliana and to identify metabolic markers for the vegetative and reproductive phases, especially among individual amino acids (AA), we profiled metabolites of plants grown in optimal (ON) and limited nitrogen (N) (LN) conditions, the latter providing a mild but consistent limitation of N. We found that although LN plants adapt their growth to a decreased level of N, their metabolite profiles are strongly distinct from ON plant profiles, with N as the driving factor for the observed differences. We demonstrate that the vegetative and the reproductive phase are not only marked by growth parameters such as biomass and rosette area, but also by specific metabolite signatures including specific single AA. In summary, we identified N-dependent and -independent indicators manifesting developmental stages, indicating that the plant's metabolic status also reports on the developmental phases. KW - Amino acids KW - Floral induction KW - Flowering time KW - Nitrogen KW - Metabolites KW - Vegetative phase KW - Reproductive phase Y1 - 2021 U6 - https://doi.org/10.1016/j.plantsci.2020.110746 SN - 0168-9452 SN - 1873-2259 VL - 303 PB - Elsevier Science CY - Amsterdam [u.a.] ER - TY - JOUR A1 - Annunziata, Maria Grazia A1 - Apelt, Federico A1 - Carillo, Petronia A1 - Krause, Ursula A1 - Feil, Regina A1 - Mengin, Virginie A1 - Lauxmann, Martin A. A1 - Koehl, Karin A1 - Nikoloski, Zoran A1 - Stitt, Mark A1 - Lunn, John Edward T1 - Getting back to nature: a reality check for experiments in controlled environments JF - Journal of experimental botany N2 - Irradiance from sunlight changes in a sinusoidal manner during the day, with irregular fluctuations due to clouds, and light-dark shifts at dawn and dusk are gradual. Experiments in controlled environments typically expose plants to constant irradiance during the day and abrupt light-dark transitions. To compare the effects on metabolism of sunlight versus artificial light regimes, Arabidopsis thaliana plants were grown in a naturally illuminated greenhouse around the vernal equinox, and in controlled environment chambers with a 12-h photoperiod and either constant or sinusoidal light profiles, using either white fluorescent tubes or light-emitting diodes (LEDs) tuned to a sunlight-like spectrum as the light source. Rosettes were sampled throughout a 24-h diurnal cycle for metabolite analysis. The diurnal metabolite profiles revealed that carbon and nitrogen metabolism differed significantly between sunlight and artificial light conditions. The variability of sunlight within and between days could be a factor underlying these differences. Pairwise comparisons of the artificial light sources (fluorescent versus LED) or the light profiles (constant versus sinusoidal) showed much smaller differences. The data indicate that energy-efficient LED lighting is an acceptable alternative to fluorescent lights, but results obtained from plants grown with either type of artificial lighting might not be representative of natural conditions. KW - Amino acid KW - Arabidopsis thaliana KW - controlled environment KW - LED lighting KW - visible light spectrum KW - organic acid KW - starch KW - sucrose KW - trehalose 6-phosphate Y1 - 2017 U6 - https://doi.org/10.1093/jxb/erx220 SN - 0022-0957 SN - 1460-2431 VL - 68 SP - 4463 EP - 4477 PB - Oxford Univ. Press CY - Oxford ER - TY - THES A1 - Apelt, Federico T1 - Implementation of an imaging-based approach using a 3D light-field camera to analyse plant growth behaviour Y1 - 2015 ER - TY - JOUR A1 - Yang, Lei A1 - Perrera, Valentina A1 - Saplaoura, Eleftheria A1 - Apelt, Federico A1 - Bahin, Mathieu A1 - Kramdi, Amira A1 - Olas, Justyna Jadwiga A1 - Müller-Röber, Bernd A1 - Sokolowska, Ewelina A1 - Zhang, Wenna A1 - Li, Runsheng A1 - Pitzalis, Nicolas A1 - Heinlein, Manfred A1 - Zhang, Shoudong A1 - Genovesio, Auguste A1 - Colot, Vincent A1 - Kragler, Friedrich T1 - m(5)C Methylation Guides Systemic Transport of Messenger RNA over Graft Junctions in Plants JF - Current biology N2 - In plants, transcripts move to distant body parts to potentially act as systemic signals regulating development and growth. Thousands of messenger RNAs (mRNAs) are transported across graft junctions via the phloem to distinct plant parts. Little is known regarding features, structural motifs, and potential base modifications of transported transcripts and how these may affect their mobility. We identified Arabidopsis thalianam RNAs harboring the modified base 5-methylcytosine (m(5)C) and found that these are significantly enriched in mRNAs previously described as mobile, moving over graft junctions to distinct plant parts. We confirm this finding with graft-mobile methylated mRNAs TRANSLATIONALLY CONTROLLED TUMOR PROTEIN 1 (TCTP1) and HEAT SHOCK COGNATE PROTEIN 70.1 (HSC70.1), whose mRNA transport is diminished in mutants deficient in m(5)C mRNA methylation. Together, our results point toward an essential role of cytosine methylation in systemic mRNA mobility in plants and that TCTP1 mRNA mobility is required for its signaling function. Y1 - 2019 U6 - https://doi.org/10.1016/j.cub.2019.06.042 SN - 0960-9822 SN - 1879-0445 VL - 29 IS - 15 SP - 2465 EP - 2476.e5 PB - Cell Press CY - Cambridge ER - TY - JOUR A1 - Moreno Curtidor, Catalina A1 - Annunziata, Maria Grazia A1 - Gupta, Saurabh A1 - Apelt, Federico A1 - Richard, Sarah Isabel A1 - Kragler, Friedrich A1 - Müller-Röber, Bernd A1 - Olas, Justyna Jadwiga T1 - Physiological profiling of embryos and dormant seeds in two Arabidopsis accessions reveals a metabolic switch in carbon reserve accumulation JF - Frontiers in plant science N2 - In flowering plants, sugars act as carbon sources providing energy for developing embryos and seeds. Although most studies focus on carbon metabolism in whole seeds, knowledge about how particular sugars contribute to the developmental transitions during embryogenesis is scarce. To develop a quantitative understanding of how carbon composition changes during embryo development, and to determine how sugar status contributes to final seed or embryo size, we performed metabolic profiling of hand-dissected embryos at late torpedo and mature stages, and dormant seeds, in two Arabidopsis thaliana accessions with medium [Columbia-0 (Col-0)] and large [Burren-0 (Bur-0)] seed sizes, respectively. Our results show that, in both accessions, metabolite profiles of embryos largely differ from those of dormant seeds. We found that developmental transitions from torpedo to mature embryos, and further to dormant seeds, are associated with major metabolic switches in carbon reserve accumulation. While glucose, sucrose, and starch predominantly accumulated during seed dormancy, fructose levels were strongly elevated in mature embryos. Interestingly, Bur-0 seeds contain larger mature embryos than Col-0 seeds. Fructose and starch were accumulated to significantly higher levels in mature Bur-0 than Col-0 embryos, suggesting that they contribute to the enlarged mature Bur-0 embryos. Furthermore, we found that Bur-0 embryos accumulated a higher level of sucrose compared to hexose sugars and that changes in sucrose metabolism are mediated by sucrose synthase (SUS), with SUS genes acting non-redundantly, and in a tissue-specific manner to utilize sucrose during late embryogenesis. KW - carbon KW - embryo development KW - hexoses KW - metabolites KW - sucrose KW - synthase Y1 - 2020 U6 - https://doi.org/10.3389/fpls.2020.588433 SN - 1664-462X VL - 11 PB - Frontiers Media CY - Lausanne ER - TY - JOUR A1 - Apelt, Federico A1 - Breuer, David A1 - Nikoloski, Zoran A1 - Stitt, Mark A1 - Kragler, Friedrich T1 - Phytotyping(4D): a light-field imaging system for non-invasive and accurate monitoring of spatio-temporal plant growth JF - The plant journal N2 - Integrative studies of plant growth require spatially and temporally resolved information from high-throughput imaging systems. However, analysis and interpretation of conventional two-dimensional images is complicated by the three-dimensional nature of shoot architecture and by changes in leaf position over time, termed hyponasty. To solve this problem, Phytotyping(4D) uses a light-field camera that simultaneously provides a focus image and a depth image, which contains distance information about the object surface. Our automated pipeline segments the focus images, integrates depth information to reconstruct the three-dimensional architecture, and analyses time series to provide information about the relative expansion rate, the timing of leaf appearance, hyponastic movement, and shape for individual leaves and the whole rosette. Phytotyping(4D) was calibrated and validated using discs of known sizes, and plants tilted at various orientations. Information from this analysis was integrated into the pipeline to allow error assessment during routine operation. To illustrate the utility of Phytotyping(4D), we compare diurnal changes in Arabidopsis thaliana wild-type Col-0 and the starchless pgm mutant. Compared to Col-0, pgm showed very low relative expansion rate in the second half of the night, a transiently increased relative expansion rate at the onset of light period, and smaller hyponastic movement including delayed movement after dusk, both at the level of the rosette and individual leaves. Our study introduces light-field camera systems as a tool to accurately measure morphological and growth-related features in plants. Significance Statement Phytotyping(4D) is a non-invasive and accurate imaging system that combines a 3D light-field camera with an automated pipeline, which provides validated measurements of growth, movement, and other morphological features at the rosette and single-leaf level. In a case study in which we investigated the link between starch and growth, we demonstrated that Phytotyping(4D) is a key step towards bridging the gap between phenotypic observations and the rich genetic and metabolic knowledge. KW - plant growth KW - hyponasty KW - 3D imaging KW - light-field camera KW - Arabidopsis thaliana KW - pgm KW - technical advance Y1 - 2015 U6 - https://doi.org/10.1111/tpj.12833 SN - 0960-7412 SN - 1365-313X VL - 82 IS - 4 SP - 693 EP - 706 PB - Wiley-Blackwell CY - Hoboken ER - TY - JOUR A1 - Ralevski, Alexandra A1 - Apelt, Federico A1 - Olas, Justyna Jadwiga A1 - Müller-Röber, Bernd A1 - Rugarli, Elena I. A1 - Kragler, Friedrich A1 - Horvath, Tamas L. T1 - Plant mitochondrial FMT and its mammalian homolog CLUH controls development and behavior in Arabidopsis and locomotion in mice JF - Cellular and molecular life sciences N2 - Mitochondria in animals are associated with development, as well as physiological and pathological behaviors. Several conserved mitochondrial genes exist between plants and higher eukaryotes. Yet, the similarities in mitochondrial function between plant and animal species is poorly understood. Here, we show that FMT (FRIENDLY MITOCHONDRIA) from Arabidopsis thaliana, a highly conserved homolog of the mammalian CLUH (CLUSTERED MITOCHONDRIA) gene family encoding mitochondrial proteins associated with developmental alterations and adult physiological and pathological behaviors, affects whole plant morphology and development under both stressed and normal growth conditions. FMT was found to regulate mitochondrial morphology and dynamics, germination, and flowering time. It also affects leaf expansion growth, salt stress responses and hyponastic behavior, including changes in speed of hyponastic movements. Strikingly, Cluh(+/-) heterozygous knockout mice also displayed altered locomotive movements, traveling for shorter distances and had slower average and maximum speeds in the open field test. These observations indicate that homologous mitochondrial genes may play similar roles and affect homologous functions in both plants and animals. KW - Arabidopsis thaliana KW - Mitochondria KW - FMT KW - Hyponasty KW - Mice KW - CLUH; KW - Locomotion Y1 - 2022 U6 - https://doi.org/10.1007/s00018-022-04382-3 SN - 1420-682X SN - 1420-9071 VL - 79 IS - 6 PB - Springer International Publishing AG CY - Cham (ZG) ER -