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Yamaura R, Tamaoki D, Kamachi H, Yamauchi D, Mineyuki Y, Uesugi K, Hoshino M, Suzuki T, Shimazu T, Kasahara H, Kamada M, Hanba YT, Kume A, Fujita T, Karahara I. Three-dimensionally visualized rhizoid system of moss, Physcomitrium patens, by refraction-contrast X-ray micro-computed tomography. Microscopy (Oxf) 2022; 71:364-373. [PMID: 35993532 DOI: 10.1093/jmicro/dfac041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/16/2022] [Accepted: 08/20/2022] [Indexed: 12/13/2022] Open
Abstract
Land plants have two types of shoot-supporting systems, root system and rhizoid system, in vascular plants and bryophytes. However, since the evolutionary origin of the systems is different, how much they exploit common systems or distinct systems to architect their structures is largely unknown. To understand the regulatory mechanism of how bryophytes architect the rhizoid system responding to environmental factors, we have developed the methodology to visualize and quantitatively analyze the rhizoid system of the moss, Physcomitrium patens, in 3D. The rhizoids having a diameter of 21.3 µm on the average were visualized by refraction-contrast X-ray micro-computed tomography using coherent X-ray optics available at synchrotron radiation facility SPring-8. Three types of shape (ring-shape, line and black circle) observed in tomographic slices of specimens embedded in paraffin were confirmed to be the rhizoids by optical and electron microscopy. Comprehensive automatic segmentation of the rhizoids, which appeared in three different form types in tomograms, was tested by a method using a Canny edge detector or machine learning. The accuracy of output images was evaluated by comparing with the manually segmented ground truth images using measures such as F1 score and Intersection over Union, revealing that the automatic segmentation using machine learning was more effective than that using the Canny edge detector. Thus, machine learning-based skeletonized 3D model revealed quite dense distribution of rhizoids. We successfully visualized the moss rhizoid system in 3D for the first time.
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Affiliation(s)
- Ryohei Yamaura
- Department of Biology, Graduate School of Science and Engineering for Education, University of Toyama, 3190 Gofuku, Toyama 930-8555, Japan
| | - Daisuke Tamaoki
- Faculty of Science, University of Toyama, 3190 Gofuku, Toyama 930-8555, Japan
| | - Hiroyuki Kamachi
- Faculty of Science, University of Toyama, 3190 Gofuku, Toyama 930-8555, Japan
| | - Daisuke Yamauchi
- Graduate School of Science, University of Hyogo, 2167 Shosha, Himeji, Hyogo 671-2280, Japan
| | - Yoshinobu Mineyuki
- Graduate School of Science, University of Hyogo, 2167 Shosha, Himeji, Hyogo 671-2280, Japan
| | - Kentaro Uesugi
- Scattering and Imaging Division, Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo, Sayo-gun, Hyogo, Hyôgo 679-5198, Japan
| | - Masato Hoshino
- Scattering and Imaging Division, Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo, Sayo-gun, Hyogo, Hyôgo 679-5198, Japan
| | - Tomomi Suzuki
- Kibo Utilization Center, Human Spaceflight Technology Directorate, Japan Aerospace Exploration Agency, 2-1-1 Sengen, Tsukuba 305-8505, Japan
| | - Toru Shimazu
- Technology and Research Promotion Department, Japan Space Forum, 3-2-1 Kandasurugadai, Tokyo 101-0062, Japan
| | - Haruo Kasahara
- ISS Utilization and Operations Department, Japan Manned Space Systems Corp., 1-1-26 Kawaguchi, Tsuchiura 300-0033, Japan
| | - Motoshi Kamada
- Future Development Division, Advanced Engineering Services Co., Ltd, 1-6-1 Takezono, Tsukuba, Ibaraki 305-0032, Japan
| | - Yuko T Hanba
- Faculty of Applied Biology, Kyoto Institute of Technology, Matsugasaki, Sakyo-ku, Kyoto 606-8585, Japan
| | - Atsushi Kume
- Faculty of Agriculture, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Tomomichi Fujita
- Faculty of Science, Hokkaido University, Kita 10 Nishi 8 Kita-ku, Sapporo, Hokkaido 060-0810, Japan
| | - Ichirou Karahara
- Faculty of Science, University of Toyama, 3190 Gofuku, Toyama 930-8555, Japan
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Lobachevska OV, Kyyak NY, Kordyum EL, Khorkavtsiv YD, Kern VD. Gravi-Sensitivity of Mosses and Their Gravity-Dependent Ontogenetic Adaptations. Life (Basel) 2022; 12:1782. [DOI: 10.3390/life12111782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 10/30/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022] Open
Abstract
Gravi-morphoses affect the variability of plants and are the morphogenetic adaptation to different environmental conditions. Gravity-dependent phenotypic plasticity of gametophytes as well as gravi-sensitivity of moss protonemata in microgravity and simulated microgravity conditions are discussed. The moss protonema, a filamentous multicellular system, representing a juvenile stage of moss development, develops as a result of the elongation and division of the apical cell. This apical cell of the protonema is a unique object for research on moss gravi-sensitivity, as graviperception and gravitropic growth occur within the same single cell. Attention is focused on the influence of gravity on bryophyte ontogenesis, including the gravitropic reactivity of moss protonemata, gravi-sensitivity at the stage of leafy shoot development and sporogonium formation, gravity-influenced morphogenesis of apical cell budding, and gravity-dependent spiral growth patterns. The role of gravireceptors in the growth processes of mosses at the cellular level under microgravity conditions are being discussed, as well as the involvement of auxin transport, Ca2+-induced gravitropism and the cytoskeleton in gravitropic reactions.
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Fujita T, Nogué F, Rensing SA, Takezawa D, Vidali L. Molecular biology of mosses. Plant Mol Biol 2021; 107:209-211. [PMID: 34843031 DOI: 10.1007/s11103-021-01218-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/04/2021] [Indexed: 06/13/2023]
Affiliation(s)
- Tomomichi Fujita
- Faculty of Science, Hokkaido University, Kita 10 Nishi 8, Kita-ku, Sapporo, 060-0810, Japan.
| | - Fabien Nogué
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, Route de St Cyr, 78026, Versailles, France
| | - Stefan A Rensing
- Plant Cell Biology, Faculty of Biology, University of Marburg, Karl-von-Frisch-Str. 8, 35043, Marburg, Germany
| | - Daisuke Takezawa
- Graduate School of Science and Engineering, Saitama University, 255 Shimo-ohkubo, Sakura-ku, Saitama, 338-8570, Japan
| | - Luis Vidali
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, MA, 01609, USA
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Qiu D, Jian Y, Zhang Y, Xie G. Plant Gravitropism and Signal Conversion under a Stress Environment of Altered Gravity. Int J Mol Sci 2021; 22:ijms222111723. [PMID: 34769154 PMCID: PMC8583895 DOI: 10.3390/ijms222111723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 10/25/2021] [Accepted: 10/26/2021] [Indexed: 11/23/2022] Open
Abstract
Humans have been committed to space exploration and to find the next planet suitable for human survival. The construction of an ecosystem that adapts to the long-term survival of human beings in space stations or other planets would be the first step. The space plant cultivation system is the key component of an ecosystem, which will produce food, fiber, edible oil and oxygen for future space inhabitants. Many plant experiments have been carried out under a stimulated or real environment of altered gravity, including at microgravity (0 g), Moon gravity (0.17 g) and Mars gravity (0.38 g). How plants sense gravity and change under stress environment of altered gravity were summarized in this review. However, many challenges remain regarding human missions to the Moon or Mars. Our group conducted the first plant experiment under real Moon gravity (0.17 g) in 2019. One of the cotton seeds successfully germinated and produced a green seedling, which represents the first green leaf produced by mankind on the Moon.
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Affiliation(s)
- Dan Qiu
- Center of Space Exploration, Ministry of Education, Chongqing University, Chongqing 400044, China; (Y.J.); (Y.Z.)
- Chongqing Key Laboratory of Biology and Genetic Breeding for Tuber and Root Crops, School of Life Sciences, Chongqing University, Chongqing 401331, China
- Correspondence: (D.Q.); (G.X.)
| | - Yongfei Jian
- Center of Space Exploration, Ministry of Education, Chongqing University, Chongqing 400044, China; (Y.J.); (Y.Z.)
- Chongqing Key Laboratory of Biology and Genetic Breeding for Tuber and Root Crops, School of Life Sciences, Chongqing University, Chongqing 401331, China
| | - Yuanxun Zhang
- Center of Space Exploration, Ministry of Education, Chongqing University, Chongqing 400044, China; (Y.J.); (Y.Z.)
| | - Gengxin Xie
- Center of Space Exploration, Ministry of Education, Chongqing University, Chongqing 400044, China; (Y.J.); (Y.Z.)
- Correspondence: (D.Q.); (G.X.)
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