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Nakhforoosh A, Hallin E, Karunakaran C, Korbas M, Stobbs J, Kochian L. Visualization and Quantitative Evaluation of Functional Structures of Soybean Root Nodules via Synchrotron X-ray Imaging. PLANT PHENOMICS (WASHINGTON, D.C.) 2024; 6:0203. [PMID: 39021394 PMCID: PMC11254386 DOI: 10.34133/plantphenomics.0203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/26/2024] [Indexed: 07/20/2024]
Abstract
The efficiency of N2-fixation in legume-rhizobia symbiosis is a function of root nodule activity. Nodules consist of 2 functionally important tissues: (a) a central infected zone (CIZ), colonized by rhizobia bacteria, which serves as the site of N2-fixation, and (b) vascular bundles (VBs), serving as conduits for the transport of water, nutrients, and fixed nitrogen compounds between the nodules and plant. A quantitative evaluation of these tissues is essential to unravel their functional importance in N2-fixation. Employing synchrotron-based x-ray microcomputed tomography (SR-μCT) at submicron resolutions, we obtained high-quality tomograms of fresh soybean root nodules in a non-invasive manner. A semi-automated segmentation algorithm was employed to generate 3-dimensional (3D) models of the internal root nodule structure of the CIZ and VBs, and their volumes were quantified based on the reconstructed 3D structures. Furthermore, synchrotron x-ray fluorescence imaging revealed a distinctive localization of Fe within CIZ tissue and Zn within VBs, allowing for their visualization in 2 dimensions. This study represents a pioneer application of the SR-μCT technique for volumetric quantification of CIZ and VB tissues in fresh, intact soybean root nodules. The proposed methods enable the exploitation of root nodule's anatomical features as novel traits in breeding, aiming to enhance N2-fixation through improved root nodule activity.
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Affiliation(s)
| | - Emil Hallin
- Global Institute for Food Security, Saskatoon, SK S7N 4L8, Canada
| | | | | | - Jarvis Stobbs
- Canadian Light Source Inc., Saskatoon, SK S7N 2V3, Canada
| | - Leon Kochian
- Global Institute for Food Security, Saskatoon, SK S7N 4L8, Canada
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2
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Pahari S, Vaid N, Soolanayakanahally R, Kagale S, Pasha A, Esteban E, Provart N, Stobbs JA, Vu M, Meira D, Karunakaran C, Boda P, Prasannakumar MK, Nagaraja A, Jain AK. Nutri-cereal tissue-specific transcriptome atlas during development: Functional integration of gene expression to identify mineral uptake pathways in little millet (Panicum sumatrense). THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 119:577-594. [PMID: 38576267 DOI: 10.1111/tpj.16749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 03/08/2024] [Accepted: 03/14/2024] [Indexed: 04/06/2024]
Abstract
Little millet (Panicum sumatrense Roth ex Roem. & Schult.) is an essential minor millet of southeast Asia and Africa's temperate and subtropical regions. The plant is stress-tolerant, has a short life cycle, and has a mineral-rich nutritional profile associated with unique health benefits. We report the developmental gene expression atlas of little millet (genotype JK-8) from ten tissues representing different stages of its life cycle, starting from seed germination and vegetative growth to panicle maturation. The developmental transcriptome atlas led to the identification of 342 827 transcripts. The BUSCO analysis and comparison with the transcriptomes of related species confirm that this study presents high-quality, in-depth coverage of the little millet transcriptome. In addition, the eFP browser generated here has a user-friendly interface, allowing interactive visualizations of tissue-specific gene expression. Using these data, we identified transcripts, the orthologs of which in Arabidopsis and rice are involved in nutrient acquisition, transport, and response pathways. The comparative analysis of the expression levels of these transcripts holds great potential for enhancing the mineral content in crops, particularly zinc and iron, to address the issue of "hidden hunger" and to attain nutritional security, making it a valuable asset for translational research.
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Affiliation(s)
- Shankar Pahari
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, Saskatoon, Saskatchewan, Canada
| | - Neha Vaid
- Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Raju Soolanayakanahally
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, Saskatoon, Saskatchewan, Canada
| | - Sateesh Kagale
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Asher Pasha
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
| | - Eddi Esteban
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
| | - Nicholas Provart
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
| | | | - Miranda Vu
- Canadian Light Source Inc, Saskatoon, Saskatchewan, Canada
| | - Debora Meira
- Advanced Photon Source, Argonne National Laboratory, Argonne, IL, United States
| | | | - Praveen Boda
- Department of Plant Pathology, University of Agricultural Sciences, Bangalore, India
| | | | - Alur Nagaraja
- Department of Plant Pathology, University of Agricultural Sciences, Bangalore, India
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Ren Y, Stobbs JA, Lee DJ, Li D, Karunakaran C, Ai Y. Utilizing Synchrotron-Based X-ray Micro-Computed Tomography to Visualize the Microscopic Structure of Starch Hydrogels In Situ. Biomacromolecules 2024; 25:3302-3311. [PMID: 38717957 DOI: 10.1021/acs.biomac.3c01438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
This study aimed to visualize the microstructures of starch hydrogels using synchrotron-based X-ray micro-computed tomography (μCT). Waxy maize starch (WMS, 3.3% amylose, db), pea starch (PS, 40.3% amylose), and high-amylose maize starch (HMS, 63.6% amylose) were cooked at 95 and 140 °C to prepare starch hydrogels. WMS and HMS failed to form a gel after 95 °C cooking and storage, while PS developed a firm gel. At 140 °C cooking, HMS of a high amylose nature was fully gelatinized and generated a rigid gel with the highest strength. Both scanning electron microscopy (SEM) and μCT revealed the unique structural features of various starch hydrogels/pastes prepared at different temperatures, which were greatly affected by the degree of swelling and dispersity of the starches. As a nondestructive method, μCT showed certain advantages over SEM, including minimal shrinkage of the hydrogels, relatively simple sample preparation, and allowing for three-dimensional reconstruction of the hydrogel microstructure. This study indicated that synchrotron-based μCT could be a useful technique in visualizing biopolymer-based hydrogels.
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Affiliation(s)
- Yikai Ren
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
| | - Jarvis A Stobbs
- Canadian Light Source, Saskatoon, Saskatchewan S7N 2 V3, Canada
| | - Dong-Jin Lee
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
| | - Dongxing Li
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
| | | | - Yongfeng Ai
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
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Cota-Sánchez JH, Falconer DJ, de Almeida OJG, Stobbs JA, Vera-Vélez R, Rice RS, Belliveau NA. Synchrotron micro-computed tomography unveils the three-dimensional structure and origin of staminodes in the Plains Prickly Pear Cactus Opuntia polyacantha Haw. (Cactaceae). PROTOPLASMA 2023; 260:1303-1312. [PMID: 36890289 PMCID: PMC9995257 DOI: 10.1007/s00709-023-01846-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 02/24/2023] [Indexed: 06/18/2023]
Abstract
Floral appendages display an array of shapes and sizes. Among these organs, staminodes are morphologically diverse structures that have lost the ability to produce pollen, but in some instances, they produce fertile pollen grains. In the family Cactaceae staminodes are uncommon and range from simple linear to flat to spatulate structures, but studies describing their structural attributes are scanty. This study highlights the advantages of synchrotron radiation for sample preparation and as a research tool for plant biology. It describes the internal morphology of floral parts, particularly stamen, tepal, and staminode in the Plains Prickly Pear Cactus, Opuntia polyacantha, using synchrotron radiation micro-computed tomography (SR-μCT). It also shows the different anatomical features in reconstructed three-dimensional imaging of reproductive parts and discuss the advantages of the segmentation method to detect and characterize the configuration and intricate patterns of vascular networks and associated structures of tepal and androecial parts applying SR-μCT. This powerful technology led to substantial improvements in terms of resolution allowing a more comprehensive understanding of the anatomical organization underlying the vasculature of floral parts and inception of staminodes in O. polyacantha. Tepal and androecial parts have uniseriate epidermis enclosing loose mesophyll with mucilage secretory ducts, lumen, and scattered vascular bundles. Cryptic underlying structural attributes provide evidence of a vascularized pseudo-anther conjoint with tepals. The undefined contours of staminodial appendages (pseudo-anther) amalgamated to the tepals' blurred boundaries suggest that staminodes originate from tepals, a developmental pattern supporting the fading border model of floral organ identity for angiosperms.
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Affiliation(s)
- J Hugo Cota-Sánchez
- Department of Biology, University of Saskatchewan, 112 Science Place, Saskatoon, SK, S7N 5E2, Canada.
| | - Denver J Falconer
- Department of Biology, University of Saskatchewan, 112 Science Place, Saskatoon, SK, S7N 5E2, Canada
| | - Odair J G de Almeida
- Universidade Estadual Paulista, Campos do Litoral Paulista, São Vicente, SP, 11380-972, Brazil
| | - Jarvis A Stobbs
- Canadian Light Source Inc, 44 Innovation Boulevard, Saskatoon, SK, S7N 2V3, Canada
| | - Roy Vera-Vélez
- Department of Biology, University of Saskatchewan, 112 Science Place, Saskatoon, SK, S7N 5E2, Canada
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Ryan S Rice
- Department of Biology, University of Saskatchewan, 112 Science Place, Saskatoon, SK, S7N 5E2, Canada
| | - Nicholas A Belliveau
- Department of Biology, University of Saskatchewan, 112 Science Place, Saskatoon, SK, S7N 5E2, Canada
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Indore NS, Karunakaran C, Jayas DS. Synchrotron tomography applications in agriculture and food sciences research: a review. PLANT METHODS 2022; 18:101. [PMID: 35964094 PMCID: PMC9375343 DOI: 10.1186/s13007-022-00932-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/01/2022] [Indexed: 05/28/2023]
Abstract
Synchrotron imaging is widely used for research in many scientific disciplines. This article introduces the characteristics of synchrotron X-ray imaging and its applications in agriculture and food science research. The agriculture and food sector are a vast area that comprises of plants, seeds, animals, food and their products; soils with thriving microbial communities; and natural resources such as water, fertilizers, and organic matter. These entities have unique internal features, structures and compositions which differentiate them from each other in varieties, species, grades, and types. The use of a bright and tuneable monochromatic source of synchrotron imaging techniques enables researchers to study the internal features and compositions of plants, seeds, soil and food in a quick and non-destructive way to enhance their use, conservation and productivity. Synchrotron's different X-ray imaging techniques offer a wide domain of applications, which make them perfect to enhance the understanding of structures of raw and processed food products to promote food safety and security. Therefore, this paper summarizes the results of major experiments carried out with seeds, plants, soil, food and relevant areas of agricultural sciences with more emphasis on two synchrotron X-ray imaging techniques: absorption and phase-contrast imaging and computed tomography.
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Affiliation(s)
- Navnath S Indore
- Biosystem Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada
| | - Chithra Karunakaran
- Biosystem Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada
- Canadian Light Source Inc., Saskatoon, SK, S7N 2V3, Canada
| | - Digvir S Jayas
- Biosystem Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada.
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Liu J, Willick IR, Hiraki H, Forand AD, Lawrence JR, Swerhone GDW, Wei Y, Ghosh S, Lee YK, Olsen JE, Usadel B, Wormit A, Günl M, Karunakaran C, Dynes JJ, Tanino KK. Cold and exogenous calcium alter Allium fistulosum cell wall pectin to depress intracellular freezing temperatures. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:3807-3822. [PMID: 35298622 DOI: 10.1093/jxb/erac108] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/14/2022] [Indexed: 06/14/2023]
Abstract
De-methyl esterification of homogalacturonan and subsequent cross-linking with Ca2+ is hypothesized to enhance the freezing survival of cold acclimated plants by reducing the porosity of primary cell walls. To test this theory, we collected leaf epidermal peels from non- (23/18 °C) and cold acclimated (2 weeks at 12/4 °C) Japanese bunching onion (Allium fistulosum L.). Cold acclimation enhanced the temperature at which half the cells survived freezing injury by 8 °C (LT50 =-20 °C), and reduced tissue permeability by 70-fold compared with non-acclimated epidermal cells. These effects were associated with greater activity of pectin methylesterase (PME) and a reduction in the methyl esterification of homogalacturonan. Non-acclimated plants treated with 50 mM CaCl2 accumulated higher concentrations of galacturonic acid, Ca2+ in the cell wall, and a lower number of visible cell wall pores compared with that observed in cold acclimated plants. Using cryo-microscopy, we observed that 50 mM CaCl2 treatment did not lower the LT50 of non-acclimated cells, but reduced the lethal intracellular ice nucleation to temperatures observed in cold acclimated epidermal cells. We postulate that the PME-homogalacturonan-mediated reduction in cell wall porosity is integral to intracellular freezing avoidance strategies in cold acclimated herbaceous cells.
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Affiliation(s)
- Jun Liu
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Ian R Willick
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Hayato Hiraki
- The United Graduate School of Agricultural Sciences, Iwate University, Morioka, Japan
| | - Ariana D Forand
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - John R Lawrence
- Watershed Hydrology and Ecology Research Division, Environment and Climate Change Canada, Saskatoon, SK, Canada
| | - George D W Swerhone
- Watershed Hydrology and Ecology Research Division, Environment and Climate Change Canada, Saskatoon, SK, Canada
| | - Yangdou Wei
- Biology Department, University of Saskatchewan, Saskatoon, SK, Canada
| | - Supratim Ghosh
- Department of Food and Bioproducts Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Yeon Kyeong Lee
- Department of Plant Sciences, Faculty of BioSciences, Norwegian University of Life Sciences, Ås, Norway
| | - Jorunn E Olsen
- Department of Plant Sciences, Faculty of BioSciences, Norwegian University of Life Sciences, Ås, Norway
| | - Björn Usadel
- RWTH Aachen University, Institute for Biology I, Aachen, Germany
- IBG-2: Plant Sciences, Forschungszentrum Jülich, Germany
| | - Alexandra Wormit
- RWTH Aachen University, Institute for Biology I, Aachen, Germany
| | - Markus Günl
- IBG-2: Plant Sciences, Forschungszentrum Jülich, Germany
| | | | | | - Karen K Tanino
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
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Chen J, Ghazani SM, Stobbs JA, Marangoni AG. Tempering of cocoa butter and chocolate using minor lipidic components. Nat Commun 2021; 12:5018. [PMID: 34465789 PMCID: PMC8408162 DOI: 10.1038/s41467-021-25206-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 07/27/2021] [Indexed: 12/02/2022] Open
Abstract
Chocolate manufacture includes a complex tempering procedure to direct the crystallization of cocoa butter towards the formation of fat crystal networks with specific polymorphism, nano- and microstructure, melting behavior, surface gloss and mechanical properties. Here we investigate the effects of adding various minor non-triglyceride lipidic components to refined cocoa butter and chocolate on their physical properties. We discover that addition of saturated phosphatidylcholine and phosphatidylethanolamine to neutralized and bleached cocoa butter or molten and recrystallized commercial chocolate at 0.1% (w/w) levels, followed by rapid cooling to 20 °C in the absence of shear, accelerates crystallization, stabilizes the desirable Form V polymorph and induces the formation of chocolate with an optimal microstructure, surface gloss and mechanical strength. Final chocolate structure and properties are comparable to those of a commercial tempered chocolate. Minor lipidic component addition represents an effective way to engineer chocolate material properties at different length scales, thus simplifying the entire tempering process.
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Affiliation(s)
- Jay Chen
- Department of Food Science, University of Guelph, Guelph, ON, Canada
| | - Saeed M Ghazani
- Department of Food Science, University of Guelph, Guelph, ON, Canada
| | - Jarvis A Stobbs
- Department of Food Science, University of Guelph, Guelph, ON, Canada
- Canadian Light Source Inc., Saskatoon, SK, Canada
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Guldiken B, Stobbs J, Nickerson M. Heat induced gelation of pulse protein networks. Food Chem 2021; 350:129158. [PMID: 33610848 DOI: 10.1016/j.foodchem.2021.129158] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 12/24/2020] [Accepted: 01/18/2021] [Indexed: 10/22/2022]
Abstract
This study examines the effect of salts (0.5 M NaCl or 0.25 M CaCl2) and protein concentration (7.5-15%) on the gel-forming abilities of lentil (LPC), yellow pea (YPC), and faba bean (FPC) protein concentrates formed at pH 7.0. The surface hydrophobicity of YPC (84.8 arbitrary units, a.u.) was found to be lower than LPC (147.2 a.u.) and FPC (135.0 a.u.). In contrast, the surface charge for LPC, YPC, and FPC was -37.8, -28.4, and -29.3 mV, respectively. The Lg/Vn ratio of YPCs was determined as 0.65 followed by LPC (0.57) and FPC (0.41). The presence of salts reduced the least gelling concentration. LPC and FPC also appeared to have a more ordered structure than YPC as evident by CLSM. The network appeared more ordered as the protein concentration increased or in the presence of NaCl or CaCl2 according to CLSM and synchrotron based micro computed tomography (µCT).
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Affiliation(s)
- Burcu Guldiken
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada
| | - Jarvis Stobbs
- Canadian Light Source Inc., 44 Innovation Boulevard, Saskatoon, SK S7N 2V3, Canada
| | - Michael Nickerson
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada.
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