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Zhang Y, Li X, Wang C, Zhang R, Jin L, He Z, Tian S, Wu K, Wang F. PROSPECT-PMP+: Simultaneous Retrievals of Chlorophyll a and b, Carotenoids and Anthocyanins in the Leaf Optical Properties Model. SENSORS 2022; 22:s22083025. [PMID: 35459010 PMCID: PMC9028795 DOI: 10.3390/s22083025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 04/01/2022] [Accepted: 04/08/2022] [Indexed: 11/23/2022]
Abstract
The PROSPECT leaf optical radiative transfer models, including PROSPECT-MP, have addressed the contributions of multiple photosynthetic pigments (chlorophyll a and b, and carotenoids) to leaf optical properties, but photo-protective pigment (anthocyanins), another important indicator of vegetation physiological and ecological functions, has not been simultaneously combined within a leaf optical model. Here, we present a new calibration and validation of PROSPECT-MP+ that separates the contributions of multiple photosynthetic and photo-protective pigments to leaf spectrum in the 400–800 nm range using a new empirical dataset that contains multiple photosynthetic and photo-protective pigments (LOPEX_ZJU dataset). We first provide multiple distinct in vivo individual photosynthetic and photo-protective pigment absorption coefficients and leaf average refractive index of the leaf interior using the LOPEX_ZJU dataset. Then, we evaluate the capabilities of PROSPECT-MP+ for forward modelling of leaf directional hemispherical reflectance and transmittance spectra and for retrieval of pigment concentrations by model inversion. The main result of this study is that the absorption coefficients of chlorophyll a and b, carotenoids, and anthocyanins display the physical principles of absorption spectra. Moreover, the validation result of this study demonstrates the potential of PROSPECT-MP+ for improving capabilities in remote sensing of leaf photosynthetic pigments (chlorophyll a and b, and carotenoids) and photo-protective pigment (anthocyanins).
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Affiliation(s)
- Yao Zhang
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
- Institute of Agricultural Remote Sensing & Information Application, Zhejiang University, Hangzhou 310058, China;
| | - Xinkai Li
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
| | - Chengjie Wang
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
| | - Rongxu Zhang
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
| | - Lisong Jin
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
| | - Zongtai He
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
| | - Shoupeng Tian
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
| | - Kaihua Wu
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China; (Y.Z.); (X.L.); (C.W.); (R.Z.); (L.J.); (Z.H.); (S.T.)
- Correspondence: ; Tel.: +86-0-571-8771-3553
| | - Fumin Wang
- Institute of Agricultural Remote Sensing & Information Application, Zhejiang University, Hangzhou 310058, China;
- Key Laboratory of Agricultural Remote Sensing and Information System, Hangzhou 310058, China
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Light absorption and scattering by high light-tolerant, fast-growing Chlorella vulgaris IPPAS C-1 cells. ALGAL RES 2020. [DOI: 10.1016/j.algal.2020.101881] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Masters NJ, Lopez-Garcia M, Oulton R, Whitney HM. Characterization of chloroplast iridescence in Selaginella erythropus. J R Soc Interface 2018; 15:rsif.2018.0559. [PMID: 30487239 DOI: 10.1098/rsif.2018.0559] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 10/31/2018] [Indexed: 11/12/2022] Open
Abstract
Iridescence in shade-dwelling plants has previously been described in only a few plant groups, and even fewer where the structural colour is produced by intracellular structures. In contrast with other Selaginella species, this work reports the first example in the genus of structural colour originating from modified chloroplasts. Characterization of these structures determines that they form one-dimensional photonic multilayers. The Selaginella bizonoplasts present an analogous structure to recently reported Begonia iridoplasts; however, unlike Begonia species that produce iridoplasts, this Selaginella species was not previously described as iridescent. This therefore raises the possibility of widespread but unobserved and uncharacterized photonic structures in plants.
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Affiliation(s)
- Nathan J Masters
- School of Biological Sciences, University of Bristol, Life Sciences Building, 24 Tyndall Avenue, Bristol BS8 1TQ, UK
| | - Martin Lopez-Garcia
- Department of Nanophotonics, INL-International Iberian Nanotechnology Laboratory, 4715-330 Braga, Portugal
| | - Ruth Oulton
- Department of Electrical and Electronic Engineering, University of Bristol, Bristol BS8 1TH, UK.,H H Wills Physics Laboratory, University of Bristol, Bristol BS8 1TL, UK
| | - Heather M Whitney
- School of Biological Sciences, University of Bristol, Life Sciences Building, 24 Tyndall Avenue, Bristol BS8 1TQ, UK
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Niedzwiedzki DM, Gardiner AT, Blankenship RE, Cogdell RJ. Energy transfer in purple bacterial photosynthetic units from cells grown in various light intensities. PHOTOSYNTHESIS RESEARCH 2018; 137:389-402. [PMID: 29725994 DOI: 10.1007/s11120-018-0512-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 04/23/2018] [Indexed: 06/08/2023]
Abstract
Three photosynthetic membranes, called intra-cytoplasmic membranes (ICMs), from wild-type and the ∆pucBAabce mutant of the purple phototrophic bacterium Rps. palustris were investigated using optical spectroscopy. The ICMs contain identical light-harvesting complex 1-reaction centers (LH1-RC) but have various spectral forms of light-harvesting complex 2 (LH2). Spectroscopic studies involving steady-state absorption, fluorescence, and femtosecond time-resolved absorption at room temperature and at 77 K focused on inter-protein excitation energy transfer. The studies investigated how energy transfer is affected by altered spectral features of the LH2 complexes as those develop under growth at different light conditions. The study shows that LH1 → LH2 excitation energy transfer is strongly affected if the LH2 complex alters its spectroscopic signature. The LH1 → LH2 excitation energy transfer rate modeled with the Förster mechanism and kinetic simulations of transient absorption of the ICMs demonstrated that the transfer rate will be 2-3 times larger for ICMs accumulating LH2 complexes with the classical B800-850 spectral signature (grown in high light) compared to the ICMs from the same strain grown in low light. For the ICMs from the ∆pucBAabce mutant, in which the B850 band of the LH2 complex is blue-shifted and almost degenerate with the B800 band, the LH1 → LH2 excitation energy transfer was not observed nor predicted by calculations.
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Affiliation(s)
- Dariusz M Niedzwiedzki
- Photosynthetic Antenna Research Center, University in St Louis, Campus Box 1138, St. Louis, MO, 63130, USA.
| | - Alastair T Gardiner
- Davidson Building, Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Robert E Blankenship
- Photosynthetic Antenna Research Center, University in St Louis, Campus Box 1138, St. Louis, MO, 63130, USA
- Department of Biology, Washington University in St Louis, St. Louis, MO, 63130, USA
- Department of Chemistry, Washington University in St Louis, St. Louis, MO, 63130, USA
| | - Richard J Cogdell
- Davidson Building, Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
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Littlejohn GR, Mansfield JC, Christmas JT, Witterick E, Fricker MD, Grant MR, Smirnoff N, Everson RM, Moger J, Love J. An update: improvements in imaging perfluorocarbon-mounted plant leaves with implications for studies of plant pathology, physiology, development and cell biology. FRONTIERS IN PLANT SCIENCE 2014; 5:140. [PMID: 24795734 PMCID: PMC4006058 DOI: 10.3389/fpls.2014.00140] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2013] [Accepted: 03/24/2014] [Indexed: 05/21/2023]
Abstract
Plant leaves are optically complex, which makes them difficult to image by light microscopy. Careful sample preparation is therefore required to enable researchers to maximize the information gained from advances in fluorescent protein labeling, cell dyes and innovations in microscope technologies and techniques. We have previously shown that mounting leaves in the non-toxic, non-fluorescent perfluorocarbon (PFC), perfluorodecalin (PFD) enhances the optical properties of the leaf with minimal impact on physiology. Here, we assess the use of the PFCs, PFD, and perfluoroperhydrophenanthrene (PP11) for in vivo plant leaf imaging using four advanced modes of microscopy: laser scanning confocal microscopy (LSCM), two-photon fluorescence microscopy, second harmonic generation microscopy, and stimulated Raman scattering (SRS) microscopy. For every mode of imaging tested, we observed an improved signal when leaves were mounted in PFD or in PP11, compared to mounting the samples in water. Using an image analysis technique based on autocorrelation to quantitatively assess LSCM image deterioration with depth, we show that PP11 outperformed PFD as a mounting medium by enabling the acquisition of clearer images deeper into the tissue. In addition, we show that SRS microscopy can be used to image PFCs directly in the mesophyll and thereby easily delimit the "negative space" within a leaf, which may have important implications for studies of leaf development. Direct comparison of on and off resonance SRS micrographs show that PFCs do not to form intracellular aggregates in live plants. We conclude that the application of PFCs as mounting media substantially increases advanced microscopy image quality of living mesophyll and leaf vascular bundle cells.
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Affiliation(s)
- George R. Littlejohn
- Division of Plant and Microbial Sciences, School of Biosciences, University of ExeterExeter, UK
- *Correspondence: George R. Littlejohn and John Love, Division of Plant and Microbial Sciences, School of Biosciences, University of Exeter, Geoffrey Pope Building, Stocker Road, Exeter EX4 4QD, UK e-mail: ;
| | | | | | - Eleanor Witterick
- Division of Plant and Microbial Sciences, School of Biosciences, University of ExeterExeter, UK
| | - Mark D. Fricker
- Department of Plant Sciences, University of OxfordOxford, UK
| | - Murray R. Grant
- Division of Plant and Microbial Sciences, School of Biosciences, University of ExeterExeter, UK
| | - Nicholas Smirnoff
- Division of Plant and Microbial Sciences, School of Biosciences, University of ExeterExeter, UK
| | | | - Julian Moger
- School of Physics, University of ExeterExeter, UK
| | - John Love
- Division of Plant and Microbial Sciences, School of Biosciences, University of ExeterExeter, UK
- *Correspondence: George R. Littlejohn and John Love, Division of Plant and Microbial Sciences, School of Biosciences, University of Exeter, Geoffrey Pope Building, Stocker Road, Exeter EX4 4QD, UK e-mail: ;
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Halls JE, Wright KJ, Pickersgill JE, Smith JP, Altalhi AA, Bourne RW, Alaei P, Ramakrishnappa T, Kelly SM, Wadhawan JD. Voltammetry within structured liquid nanosystems: Towards the design of a flexible, three-dimensional framework for artificial photosystems. Electrochim Acta 2012. [DOI: 10.1016/j.electacta.2012.03.052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Zucchelli G, Santabarbara S, Jennings RC. The Qy Absorption Spectrum of the Light-Harvesting Complex II As Determined by Structure-Based Analysis of Chlorophyll Macrocycle Deformations. Biochemistry 2012; 51:2717-36. [DOI: 10.1021/bi201677q] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Affiliation(s)
- Giuseppe Zucchelli
- CNR-Istituto di Biofisica, Sezione di Milano
and Dipartimento di Biologia, Università degli Studi di Milano, via Giovanni Celoria 26, 20133
Milano Italy
| | - Stefano Santabarbara
- CNR-Istituto di Biofisica, Sezione di Milano
and Dipartimento di Biologia, Università degli Studi di Milano, via Giovanni Celoria 26, 20133
Milano Italy
| | - Robert C. Jennings
- CNR-Istituto di Biofisica, Sezione di Milano
and Dipartimento di Biologia, Università degli Studi di Milano, via Giovanni Celoria 26, 20133
Milano Italy
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Abstract
Cells exercise size homeostasis, and the origins of their ability to do so is the topic of this essay. Before there were cells, there were protocells. The most basic questions about protocells as objects are: What were they made of, and how big were they? Asking how big they were implies that the answer to the first part includes a boundary. The best candidate for that boundary is a self-assembling lipid bilayer. Therefore, protocells are defined here as Darwinian liposomes-bilayer vesicles with mutable on-board replicases linked to phenotypes. Because liposomes undergo spontaneous fission and fusion, and are subject to osmotic forces, size regulation in the earliest protocells would essentially have been liposome physics. For successful protocells, averting osmotic lysis would have been the first order of business. However, from the outset size mattered too, because of sex and reproduction (i.e., genome mixing and genome copying in entities with phenotypes). Protocell fission and fusion would have blended seamlessly into protocell sex and reproduction, making any gene product that furnished control over protocell size changes doubly adaptive. A recurrent theme is the feedback role of bilayer tension in protocell size control. Ways in which primitive peptides and their aggregates (e.g., channels) might have allowed liposomes to gain improved volume and surface area homeostasis are suggested. Domain-swapped proteins that polymerize as filaments are discussed as the origin of cytoskeleton structures that diversify and stabilize liposome shapes and sizes. Throughout, attention is paid to the question of set points for cell size.
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Affiliation(s)
- Catherine E Morris
- Department of Neuroscience, Ottawa Health Research Institute, Ottawa Hospital, Canada.
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