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Shape asymmetry - what's new? Emerg Top Life Sci 2022; 6:285-294. [PMID: 35758318 DOI: 10.1042/etls20210273] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 05/27/2022] [Accepted: 05/30/2022] [Indexed: 11/17/2022]
Abstract
Studies of shape asymmetry have become increasingly abundant as the methods of geometric morphometrics have gained widespread use. Most of these studies have focussed on fluctuating asymmetry and have largely obtained similar results as more traditional analyses of asymmetry in distance measurements, but several notable differences have also emerged. A key difference is that shape analyses provide information on the patterns, not just the amount of variation, and therefore tend to be more sensitive. Such analyses have shown that apparently symmetric structures in animals consistently show directional asymmetry for shape, but not for size. Furthermore, the long-standing prediction that phenotypic plasticity in response to environmental heterogeneity can contribute to fluctuating asymmetry has been confirmed for the first time for the shape of flower parts (but not for size). Finally, shape analyses in structures with complex symmetry, such as many flowers, can distinguish multiple types of directional asymmetry, generated by distinct direction-giving factors, which combine to the single component observable in bilaterally symmetric structures. While analyses of shape asymmetry are broadly compatible with traditional analyses of asymmetry, they incorporate more detailed morphological information, particularly for structures with complex symmetry, and therefore can reveal subtle biological effects that would otherwise not be apparent. This makes them a promising tool for a wide range of studies in the basic and applied life sciences.
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Yang H, Yang Y, Wang Q, He J, Liang L, Qiu H, Wang Y, Zou L. Adventitious Shoot Regeneration from Leaf Explants in Sinningia Hybrida 'Isa's Murmur'. PLANTS (BASEL, SWITZERLAND) 2022; 11:1232. [PMID: 35567233 PMCID: PMC9100124 DOI: 10.3390/plants11091232] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 04/27/2022] [Accepted: 04/29/2022] [Indexed: 12/04/2022]
Abstract
As a valuable ornamental plant, Sinningia hybrida 'Isa's Murmur' (S. hybrida) has genetic flower diversity, which has great potential to develop different flower characters in the horticultural market. The present study focuses on establishing a practical approach for the sustainable propagation of S. hybrida. Compared with aseptic seeding leaves explants, field-grown leaves explants are more suitable for adventitious shoot regeneration. Adding 0.1 mg L-1 NAA and 2.0 mg L-1 TDZ could obtain the highest adventitious shoot proliferation coefficient (24.5), and the induction rate was 91.7%. The shoot proliferation coefficient (20.7) and the greatest shoot length and induction rate (95.3%) were achieved in 0.1 mg L-1 NAA and 2.0 mg L-1 BA medium, accompanied by rooting formation. Adding 0.5 mg L-1 GA3, 1.0 mg L-1 BA, and 0.2 mg L-1 IBA to MS medium can effectively prolong the regenerated buds for rooting. The best for rooting was 1/2 MS medium containing 0.3 mg L-1 IBA, with the maximum number of roots (13.4 per shoot) and survival rate for transplanting (100%). This work aims to build an efficient, definitive, and scalable protocol for S. hybrida regeneration useful for large-scale cultivation and even more protoplast fusion and genetic transformation to develop more colorful or fragrant flowers.
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Affiliation(s)
- Honglin Yang
- Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, China; (H.Y.); (Q.W.); (L.L.); (H.Q.); (Y.W.)
| | - Yihua Yang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest, Sichuan Agricultural University at Wenjiang, Chengdu 611130, China;
| | - Qiang Wang
- Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, China; (H.Y.); (Q.W.); (L.L.); (H.Q.); (Y.W.)
| | - Jinyu He
- College of Life Sciences, China West Normal University, Nanchong 637009, China;
| | - Liyun Liang
- Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, China; (H.Y.); (Q.W.); (L.L.); (H.Q.); (Y.W.)
| | - Hui Qiu
- Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, China; (H.Y.); (Q.W.); (L.L.); (H.Q.); (Y.W.)
| | - Yue Wang
- Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, China; (H.Y.); (Q.W.); (L.L.); (H.Q.); (Y.W.)
| | - Lijuan Zou
- Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, China; (H.Y.); (Q.W.); (L.L.); (H.Q.); (Y.W.)
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Soza VL, Kriebel R, Ramage E, Hall BD, Twyford AD. The symmetry spectrum in a hybridising, tropical group of rhododendrons. THE NEW PHYTOLOGIST 2022; 234:1491-1506. [PMID: 35274743 PMCID: PMC9313591 DOI: 10.1111/nph.18083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 01/23/2022] [Indexed: 06/14/2023]
Abstract
Many diverse plant clades possess bilaterally symmetrical flowers and specialised pollination syndromes, suggesting that these traits may promote diversification. We examined the evolution of diverse floral morphologies in a species-rich tropical radiation of Rhododendron. We used restriction-site associated DNA sequencing on 114 taxa from Rhododendron sect. Schistanthe to reconstruct phylogenetic relationships and examine hybridisation. We then captured and quantified floral variation using geometric morphometric analyses, which we interpreted in a phylogenetic context. We uncovered phylogenetic conflict and uncertainty caused by introgression within and between clades. Morphometric analyses revealed flower symmetry to be a morphological continuum without clear transitions between radial and bilateral symmetry. Tropical Rhododendron species that began diversifying into New Guinea c. 6 million years ago expanded into novel floral morphological space. Our results showed that the evolution of tropical Rhododendron is characterised by recent speciation, recurrent hybridisation and the origin of floral novelty. Floral variation evolved via changes to multiple components of the corolla that are only recognised in geometric morphometrics with both front and side views of flowers.
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Affiliation(s)
- Valerie L. Soza
- Department of BiologyUniversity of WashingtonSeattleWA98115USA
| | - Ricardo Kriebel
- Department of BotanyUniversity of Wisconsin‐MadisonMadisonWI53706USA
| | | | | | - Alex D. Twyford
- Institute of Evolutionary BiologySchool of Biological SciencesUniversity of EdinburghCharlotte Auerbach RoadEdinburghEH9 3FLUK
- Royal Botanic Garden Edinburgh20A Inverleith RowEdinburghEH3 5LRUK
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Pan Z, Hung Y, Chen T, Shih Y, Lin YJ, Wang C. Development of a petal protoplast transfection system for Sinningia speciosa. APPLICATIONS IN PLANT SCIENCES 2022; 10:e11476. [PMID: 35774989 PMCID: PMC9215274 DOI: 10.1002/aps3.11476] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 01/26/2022] [Accepted: 02/07/2022] [Indexed: 06/15/2023]
Abstract
PREMISE Transient gene expression systems are powerful tools for studying gene interactions in plant species without available or stable genetic transformation protocols. We optimized a petal protoplast transformation protocol for Sinningia speciosa, a model plant, to study the development of floral symmetry. METHODS AND RESULTS A high yield of petal protoplasts was obtained using a 6-h enzyme digestion in a solution of 1.5% cellulase and 0.4% macerozyme. Modest transfection efficiency (average 41.4%) was achieved. The viability of the transfected protoplasts remained at more than 90%. A fusion of green fluorescent protein and CYCLOIDEA (SsCYC), the Teosinte branched 1/Cincinnata/Proliferating cell factor transcription factor responsible for floral symmetry, was subcellularly localized inside the nuclei of the protoplasts. Transiently overexpressing SsCYC indicates the success of this system, which resulted in the predicted increased (but nonsignificant) expression of its known target RADIALIS (SsRAD1), consistent with gene network expectations. CONCLUSIONS The transient transfection system presented herein can be effectively used to study gene-regulatory interactions in Gesneriaceae species.
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Affiliation(s)
- Zhao‐Jun Pan
- Department of Life ScienceNational Taiwan UniversityTaipeiTaiwan
| | - Yu‐Ling Hung
- Institute of Plant BiologyNational Taiwan UniversityTaipeiTaiwan
| | - Tsun‐Ying Chen
- Department of Life ScienceNational Taiwan UniversityTaipeiTaiwan
| | - Yu‐An Shih
- Department of Life ScienceNational Taiwan UniversityTaipeiTaiwan
| | - Ying‐Chung Jimmy Lin
- Department of Life ScienceNational Taiwan UniversityTaipeiTaiwan
- Institute of Plant BiologyNational Taiwan UniversityTaipeiTaiwan
| | - Chun‐Neng Wang
- Department of Life ScienceNational Taiwan UniversityTaipeiTaiwan
- Institute of Ecology and Evolutionary BiologyNational Taiwan UniversityTaipeiTaiwan
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Pan ZJ, Nien YC, Shih YA, Chen TY, Lin WD, Kuo WH, Hsu HC, Tu SL, Chen JC, Wang CN. Transcriptomic Analysis Suggests Auxin Regulation in Dorsal-Ventral Petal Asymmetry of Wild Progenitor Sinningia speciosa. Int J Mol Sci 2022; 23:2073. [PMID: 35216188 PMCID: PMC8876764 DOI: 10.3390/ijms23042073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/22/2022] [Accepted: 02/11/2022] [Indexed: 01/27/2023] Open
Abstract
The establishment of dorsal-ventral (DV) petal asymmetry is accompanied by differential growth of DV petal size, shape, and color differences, which enhance ornamental values. Genes involved in flower symmetry in Sinningia speciosa have been identified as CYCLOIDEA (SsCYC), but which gene regulatory network (GRN) is associated with SsCYC to establish DV petal asymmetry is still unknown. To uncover the GRN of DV petal asymmetry, we identified 630 DV differentially expressed genes (DV-DEGs) from the RNA-Seq of dorsal and ventral petals in the wild progenitor, S. speciosa 'ES'. Validated by qRT-PCR, genes in the auxin signaling transduction pathway, SsCYC, and a major regulator of anthocyanin biosynthesis were upregulated in dorsal petals. These genes correlated with a higher endogenous auxin level in dorsal petals, with longer tube length growth through cell expansion and a purple dorsal color. Over-expression of SsCYC in Nicotiana reduced petal size by regulating cell growth, suggesting that SsCYC also controls cell expansion. This suggests that auxin and SsCYC both regulate DV petal asymmetry. Transiently over-expressed SsCYC, however, could not activate most major auxin signaling genes, suggesting that SsCYC may not trigger auxin regulation. Whether auxin can activate SsCYC or whether they act independently to regulate DV petal asymmetry remains to be explored in the future.
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Affiliation(s)
- Zhao-Jun Pan
- Department of Life Science, National Taiwan University, Taipei 10617, Taiwan; (Z.-J.P.); (Y.-C.N.); (Y.-A.S.); (T.-Y.C.)
| | - Ya-Chi Nien
- Department of Life Science, National Taiwan University, Taipei 10617, Taiwan; (Z.-J.P.); (Y.-C.N.); (Y.-A.S.); (T.-Y.C.)
| | - Yu-An Shih
- Department of Life Science, National Taiwan University, Taipei 10617, Taiwan; (Z.-J.P.); (Y.-C.N.); (Y.-A.S.); (T.-Y.C.)
| | - Tsun-Ying Chen
- Department of Life Science, National Taiwan University, Taipei 10617, Taiwan; (Z.-J.P.); (Y.-C.N.); (Y.-A.S.); (T.-Y.C.)
| | - Wen-Dar Lin
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei 11529, Taiwan; (W.-D.L.); (S.-L.T.)
| | - Wen-Hsi Kuo
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei 10617, Taiwan; (W.-H.K.); (H.-C.H.)
| | - Hao-Chun Hsu
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei 10617, Taiwan; (W.-H.K.); (H.-C.H.)
| | - Shih-Long Tu
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei 11529, Taiwan; (W.-D.L.); (S.-L.T.)
| | - Jen-Chih Chen
- Institute of Biotechnology, National Taiwan University, Taipei 10617, Taiwan
| | - Chun-Neng Wang
- Department of Life Science, National Taiwan University, Taipei 10617, Taiwan; (Z.-J.P.); (Y.-C.N.); (Y.-A.S.); (T.-Y.C.)
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei 10617, Taiwan; (W.-H.K.); (H.-C.H.)
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Kirie S, Iwasaki H, Noshita K, Iwata H. A theoretical morphological model for quantitative description of the three-dimensional floral morphology in water lily (Nymphaea). PLoS One 2020; 15:e0239781. [PMID: 33045021 PMCID: PMC7549838 DOI: 10.1371/journal.pone.0239781] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 09/13/2020] [Indexed: 12/01/2022] Open
Abstract
Water lilies (Nymphaea spp.) have diverse floral morphologies. Water lilies are not only commonly used as ornamental plants, but they are also important for understanding the diversification of basal angiosperms. Although the diversity in floral morphology of water lily provides useful information for evolutionary biology, horticulture, and horticultural science, it is difficult to describe and analyze the three-dimensional morphology of flowers. In this study, we propose a method to describe the floral morphology of water lily using a three-dimensional theoretical morphological model. The theoretical model was constructed based on three components, i.e., (1) the gradual change in size of floral organs, (2) spiral phyllotaxis, and (3) the interpolation of elevation angles, which were integrated into the model. We generated three-dimensional representation of water lily flowers and visualized theoretical morphospaces by varying each morphological parameter. The theoretical morphospace is a mathematical space of morphological spectrum generated by a theoretical morphological model. These morphospaces seems to display the large part of morphological variations of water lily. We measured morphological parameters of real flowers based on our theoretical model and display the occupation pattern of morphological parameters. We also surveyed the relation between morphological parameters and flower shape descriptions found in a catalog. In some parameters, we found breeders’ description can link to our morphological model. In addition, the relationship between the global features of floral morphology and the parameters of the theoretical model was calculated with flower silhouettes simulated with a range of parameter values and the global features of the silhouette. We used two simple indices to assess the global morphological features, which were calculated with the convex hull. The results indicated that our method can effectively provide an objective and quantitative overview of the diversity in the floral morphology of water lily.
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Affiliation(s)
- Shiryu Kirie
- Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, University of Tokyo, Bunkyo, Tokyo, Japan
| | - Hideo Iwasaki
- metaPhorest, Department of Electrical Engineering and Bioscience, Waseda University, TWIns, Shinjuku, Tokyo, Japan
| | - Koji Noshita
- Department of Biology, Faculty of Science of Science, Kyushu University, Fukuoka, Fukuoka, Japan
- Plant Frontier Research Center, Kyushu University, Fukuoka, Fukuoka, Japan
- Japan Science and Technology Agency, PRESTO, Kawaguchi, Saitama, Japan
| | - Hiroyoshi Iwata
- Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, University of Tokyo, Bunkyo, Tokyo, Japan
- * E-mail:
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Wang YH, Hsu HC, Chou WC, Liang CH, Kuo YF. Automatic Identification of First-Order Veins and Corolla Contours in Three-Dimensional Floral Images. FRONTIERS IN PLANT SCIENCE 2020; 11:549699. [PMID: 33042177 PMCID: PMC7525071 DOI: 10.3389/fpls.2020.549699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 08/25/2020] [Indexed: 05/03/2023]
Abstract
Defining and quantifying corolla traits are essential for studying corolla shape variation. Three-dimensional (3D) images of corollas contain comprehensive information regarding corolla structures and are optimal for studying corolla shapes. Conventionally, corolla traits are identified and quantified manually from 3D images. Manual identification is time consuming and labor intensive. In this study, approaches are proposed to automatically identify first-order veins and corolla contours in 3D corolla images. The first-order veins of the corollas were identified using Hessian of Gaussian and Dijkstra's algorithm. The contours of the corollas were identified using vector harmony and node distance thresholding. A total of 130 3D images of 28 species in the subtribe Ligeriinae were collected and used to test the proposed approaches. The successful detection rate reached 86.54%. Two derived traits, contour-vein ratio and corolla angle, were defined and quantified using the first-order veins and corolla contour results to investigate the relationship between corolla shapes and pollination types of the subtribe Ligeriinae. Analyses revealed that the mean corolla contour, mean absolute corolla angle, and mean contour-vein ratio of the ornithophilic species were significantly smaller compared with the other species. The mean corolla contour, mean corolla angle, and mean contour-vein ratio of the melittophilic species were significantly larger compared with those of the ornithophilic species. The proposed method was also applied to certain Gesneriaceae species in the subtribes Gloxiniinae, Streptocarpinae, and Didymocarpinae. The results revealed that the method could be applied to most fresh sympetalous flowers for identifying first-order veins and corolla contours.
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Affiliation(s)
| | | | | | | | - Yan-Fu Kuo
- Department of Biomechatronics Engineering, National Taiwan University, Taipei, Taiwan
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Prunet N, Duncan K. Imaging flowers: a guide to current microscopy and tomography techniques to study flower development. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:2898-2909. [PMID: 32383442 PMCID: PMC7260710 DOI: 10.1093/jxb/eraa094] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 05/06/2020] [Indexed: 05/20/2023]
Abstract
Developmental biology relies heavily on our ability to generate three-dimensional images of live biological specimens through time, and to map gene expression and hormone response in these specimens as they undergo development. The last two decades have seen an explosion of new bioimaging technologies that have pushed the limits of spatial and temporal resolution and provided biologists with invaluable new tools. However, plant tissues are difficult to image, and no single technology fits all purposes; choosing between many bioimaging techniques is not trivial. Here, we review modern light microscopy and computed projection tomography methods, their capabilities and limitations, and we discuss their current and potential applications to the study of flower development and fertilization.
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Affiliation(s)
| | - Keith Duncan
- Donald Danforth Plant Science Center, St. Louis, MO, USA
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Hsu HC, Chou WC, Kuo YF. 3D revelation of phenotypic variation, evolutionary allometry, and ancestral states of corolla shape: a case study of clade Corytholoma (subtribe Ligeriinae, family Gesneriaceae). Gigascience 2020; 9:giz155. [PMID: 31967295 PMCID: PMC6974915 DOI: 10.1093/gigascience/giz155] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 09/22/2019] [Accepted: 12/08/2019] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Quantification of corolla shape variations helps biologists to investigate plant diversity and evolution. 3D images capture the genuine structure and provide comprehensive spatial information. RESULTS This study applied X-ray micro-computed tomography (µCT) to acquire 3D structures of the corollas of clade Corytholoma and extracted a set of 415 3D landmarks from each specimen. By applying the geometric morphometrics (GM) to the landmarks, the first 4 principal components (PCs) in the 3D shape and 3D form analyses, respectively, accounted for 87.86% and 96.34% of the total variance. The centroid sizes of the corollas only accounted for 5.46% of the corolla shape variation, suggesting that the evolutionary allometry was weak. The 4 morphological traits corresponding to the 4 shape PCs were defined as tube curvature, lobe area, tube dilation, and lobe recurvation. Tube curvature and tube dilation were strongly associated with the pollination type and contained phylogenetic signals in clade Corytholoma. The landmarks were further used to reconstruct corolla shapes at the ancestral states. CONCLUSIONS With the integration of µCT imaging into GM, the proposed approach boosted the precision in quantifying corolla traits and improved the understanding of the morphological traits corresponding to the pollination type, impact of size on shape variation, and evolution of corolla shape in clade Corytholoma.
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Affiliation(s)
- Hao-Chun Hsu
- Department of Biomechatronics Engineering, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei 106, Taiwan
| | - Wen-Chieh Chou
- Department of Biomechatronics Engineering, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei 106, Taiwan
| | - Yan-Fu Kuo
- Department of Biomechatronics Engineering, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei 106, Taiwan
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Engelkes K, Helfsgott J, Hammel JU, Büsse S, Kleinteich T, Beerlink A, Gorb SN, Haas A. Measurement error in μCT-based three-dimensional geometric morphometrics introduced by surface generation and landmark data acquisition. J Anat 2019; 235:357-378. [PMID: 31062345 DOI: 10.1111/joa.12999] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/18/2019] [Indexed: 12/18/2022] Open
Abstract
Computed-tomography-derived (CT-derived) polymesh surfaces are widely used in geometric morphometric studies. This approach is inevitably associated with decisions on scanning parameters, resolution, and segmentation strategies. Although the underlying processing steps have been shown to potentially contribute artefactual variance to three-dimensional landmark coordinates, their effects on measurement error have rarely been assessed systematically in CT-based geometric morphometric studies. The present study systematically assessed artefactual variance in landmark data introduced by the use of different voxel sizes, segmentation strategies, surface simplification degrees, and by inter- and intra-observer differences, and compared their magnitude to true biological variation. Multiple CT-derived surface variants of the anuran (Amphibia: Anura) pectoral girdle were generated by systematic changes in the factors that potentially influence the surface geometries. Twenty-four landmarks were repeatedly acquired by different observers. The contribution of all factors to the total variance in the landmark data was assessed using random-factor nested permanovas. Selected sets of Euclidean distances between landmark sets served further to compare the variance among factor levels. Landmark precision was assessed by landmark standard deviation and compared among observers and days. Results showed that all factors, except for voxel size, significantly contributed to measurement error in at least some of the analyses performed. In total, 6.75% of the variance in landmark data that mimicked a realistic biological study was caused by measurement error. In this landmark dataset, intra-observer error was the major source of artefactual variance followed by inter-observer error; the factor segmentation contributed < 1% and slight surface simplification had no significant effect. Inter-observer error clearly exceeded intra-observer error in a different landmark dataset acquired by six partly inexperienced observers. The results suggest that intra-observer error can potentially be reduced by including a training period prior to the actual landmark acquisition task and by acquiring landmarks in as few sessions as possible. Additionally, the application of moderate and careful surface simplification and, potentially, also the use of case-specific optimal combinations of automatic local thresholding algorithms and parameters for segmentation can help reduce intra-observer error. If landmark data are to be acquired by several observers, it is important to ensure that all observers are consistent in landmark identification. Despite the significant amount of artefactual variance, we have shown that landmark data acquired from microCT-derived surfaces are precise enough to study the shape of anuran pectoral girdles. Yet, a systematic assessment of measurement error is advisable for all geometric morphometric studies.
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Affiliation(s)
- Karolin Engelkes
- Center of Natural History (CeNak), Universität Hamburg, Hamburg, Germany
| | - Jennice Helfsgott
- Center of Natural History (CeNak), Universität Hamburg, Hamburg, Germany
| | - Jörg U Hammel
- Institute of Materials Research, Helmholtz-Zentrum Geesthacht, Geesthacht, Germany.,Institut für Zoologie und Evolutionsforschung mit Phyletischem Museum, Ernst-Hackel-Haus und Biologiedidaktik, Friedrich-Schiller-Universität Jena, Jena, Germany
| | - Sebastian Büsse
- Functional Morphology and Biomechanics, Institute of Zoology, Kiel University, Kiel, Germany
| | | | | | - Stanislav N Gorb
- Functional Morphology and Biomechanics, Institute of Zoology, Kiel University, Kiel, Germany
| | - Alexander Haas
- Center of Natural History (CeNak), Universität Hamburg, Hamburg, Germany
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Hsin KT, Wang CN. Expression shifts of floral symmetry genes correlate to flower actinomorphy in East Asia endemic Conandron ramondioides (Gesneriaceae). BOTANICAL STUDIES 2018; 59:24. [PMID: 30374786 PMCID: PMC6206312 DOI: 10.1186/s40529-018-0242-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 10/22/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Bilateral symmetry flower (zygomorphy) is the ancestral state for Gesneriaceae species. Yet independent reversions to actinomorphy have been parallelly evolved in several lineages. Conandron ramondioides is a natural radially symmetrical species survived in dense shade mountainous habitats where specialist pollinators are scarce. Whether the mutations in floral symmetry genes such as CYC, RAD and DIV genes, or their expression pattern shifts contribute to the reversion to actinomorphy in C. ramondioides thus facilitating shifts to generalist pollinators remain to be investigated. To address this, we isolated putative orthologues of these genes and relate their expressions to developmental stages of flower actinomorphy. RESULTS Tissue specific RT-PCR found no dorsal identity genes CrCYCs and CrRADs expression in petal and stamen whorls, while the ventral identity gene CrDIV was expressed in all petals. Thus, ventralized actinomorphy is evolved in C. ramondioides. However, CrCYCs still persists their expression in sepal whorl. This is congruent with previous findings that CYC expression in sepals is an ancestral state common to both actinomorphic and zygomorphic core Eudicot species. CONCLUSIONS The loss of dorsal identity genes CrCYCs and CrRADs expression in petal and stamen whorl without mutating these genes specifies that a novel regulation change, possibly on cis-elements of these genes, has evolved to switch zygomorphy to actinomorphy.
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Affiliation(s)
- Kuan-Ting Hsin
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
| | - Chun-Neng Wang
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
- Department of Life Science, National Taiwan University, Taipei, Taiwan
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Savriama Y. A Step-by-Step Guide for Geometric Morphometrics of Floral Symmetry. FRONTIERS IN PLANT SCIENCE 2018; 9:1433. [PMID: 30364116 PMCID: PMC6191499 DOI: 10.3389/fpls.2018.01433] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 09/10/2018] [Indexed: 05/21/2023]
Abstract
This paper provides a step-by-step guide for the morphological analysis of corolla and the decomposition of corolla shape variation into its symmetric and asymmetric components. The shape and symmetric organisation of corolla are key traits in the developmental and evolutionary biology of flowering plants. The various spatial layout of petals can exhibit bilateral symmetry, rotational symmetry or more complex combination of symmetry types. Here, I describe a general landmark-based geometric morphometric framework for the full statistical shape analysis of corolla and exemplify its use with four fully worked out case studies including tissue treatment, imaging, landmark data collection, file formatting, and statistical analyses: (i) bilateral symmetry (Fedia graciliflora), (ii) two perpendicular axes of bilateral symmetry (Erysimum mediohispanicum), (iii) rotational symmetry (Vinca minor), and (iv) combined bilateral and rotational symmetry (Trillium undulatum). The necessary tools for such analyses are not implemented in standard morphometric software and they are therefore provided here as functions running in the R environment. Principal Component Analysis is used to separate symmetric and asymmetric components of variation, respectively, quantifying variation among and within individuals. For bilaterally symmetric flowers, only one component of left-right asymmetric variation is extracted, while flowers with more complex symmetric layout have components of asymmetric variation associated with each symmetry operator implied (e.g., left-right asymmetry and adaxial-abaxial asymmetry). Fundamental information on the genetic, developmental, and environmental determinants of shape variation can be inferred from this decomposition (e.g., directional asymmetry, fluctuating asymmetry) and further exploited to document patterns of canalization, developmental stability, developmental modularity and morphological integration. Even if symmetry and asymmetry are not the primary interest of a study on corolla shape variation, statistical and anatomical arguments support the use of the framework advocated. This didactic protocol will help both morphometricians and non-morphometricians to further understand the role of symmetry in the development, variation and adaptive evolution of flowers.
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Affiliation(s)
- Yoland Savriama
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
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13
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Hsu HJ, He CW, Kuo WH, Hsin KT, Lu JY, Pan ZJ, Wang CN. Genetic Analysis of Floral Symmetry Transition in African Violet Suggests the Involvement of Trans-acting Factor for CYCLOIDEA Expression Shifts. FRONTIERS IN PLANT SCIENCE 2018; 9:1008. [PMID: 30158940 PMCID: PMC6104639 DOI: 10.3389/fpls.2018.01008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 06/21/2018] [Indexed: 05/29/2023]
Abstract
With the growing demand for its ornamental uses, the African violet (Saintpaulia ionantha) has been popular owing to its variations in color, shape and its rapid responses to artificial selection. Wild type African violet (WT) is characterized by flowers with bilateral symmetry yet reversals showing radially symmetrical flowers such as dorsalized actinomorphic (DA) and ventralized actinomorphic (VA) peloria are common. Genetic crosses among WT, DA, and VA revealed that these floral symmetry transitions are likely to be controlled by three alleles at a single locus in which the levels of dominance are in a hierarchical fashion. To investigate whether the floral symmetry gene was responsible for these reversals, orthologs of CYCLOIDEA (CYC) were isolated and their expressions correlated to floral symmetry transitions. Quantitative RT-PCR and in situ results indicated that dorsal-specific CYCs expression in WT S. ionantha (SiCYC and SiCYC1B) shifted in DA with a heterotopically extended expression to all petals, but in VA, SiCYC1s' dorsally specific expressions were greatly reduced. Selection signature analysis revealed that the major high-expressed copy of SiCYC had been constrained under purifying selection, whereas the low-expressed helper SiCYC1B appeared to be relaxed under purifying selection after the duplication into SiCYC and SiCYC1B. Heterologous expression of SiCYC in Arabdiopsis showed petal growth retardation which was attributed to limited cell proliferation. While expression shifts of SiCYC and SiCYC1B correlate perfectly to the resulting symmetry phenotype transitions in F1s of WT and DA, there is no certain allelic combination of inherited SiCYC1s associated with specific symmetry phenotypes. This floral transition indicates that although the expression shifts of SiCYC/1B are responsible for the two contrasting actinomorphic reversals in African violet, they are likely to be controlled by upstream trans-acting factors or epigenetic regulations.
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Affiliation(s)
- Hui-Ju Hsu
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
| | - Cheng-Wen He
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
| | - Wen-Hsi Kuo
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
| | - Kuan-Ting Hsin
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
| | - Jing-Yi Lu
- Department of Life Science, National Taiwan University, Taipei, Taiwan
| | - Zhao-Jun Pan
- Department of Life Science, National Taiwan University, Taipei, Taiwan
| | - Chun-Neng Wang
- Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan
- Department of Life Science, National Taiwan University, Taipei, Taiwan
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14
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Gomez FE, Carvalho G, Shi F, Muliana AH, Rooney WL. High throughput phenotyping of morpho-anatomical stem properties using X-ray computed tomography in sorghum. PLANT METHODS 2018; 14:59. [PMID: 30008795 PMCID: PMC6043981 DOI: 10.1186/s13007-018-0326-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 07/04/2018] [Indexed: 05/24/2023]
Abstract
BACKGROUND In bioenergy/forage sorghum, morpho-anatomical stem properties are major components affecting standability and juice yield. However, phenotyping these traits is low-throughput, and has been restricted by the lack of a high-throughput phenotyping platforms that can collect both morphological and anatomical stem properties. X-ray computed tomography (CT) offers a potential solution, but studies using this technology in plants have evaluated limited numbers of genotypes with limited throughput. Here we suggest that using a medical CT might overcome sample size limitations when higher resolution is not needed. Thus, the aim of this study was to develop a practical high-throughput phenotyping and image data processing pipeline that extracts stem morpho-anatomical traits faster, more efficiently and on a larger number of samples. RESULTS A medical CT was used to image morpho-anatomical stem properties in sorghum. The platform and image analysis pipeline revealed extensive phenotypic variation for important morpho-anatomical traits in well-characterized sorghum genotypes at suitable repeatability rates. CT estimates were highly predictive of morphological traits and moderately predictive of anatomical traits. The image analysis pipeline also identified genotypes with superior morpho-anatomical traits that were consistent with ground-truth based classification in previous studies. In addition, stem cross section intensity measured by the CT was highly correlated with stem dry-weight density, and can potentially serve as a high-throughput approach to measure stem density in grass stems. CONCLUSIONS The use of CT on a diverse set of sorghum genotypes with a defined platform and image analysis pipeline was effective at predicting traits such as stem length, diameter, and pithiness ratio at the internode level. High-throughput phenotyping of stem traits using CT appears to be useful and feasible for use in an applied breeding program.
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Affiliation(s)
- Francisco E. Gomez
- Department of Crop and Soil Sciences, North Carolina State University, Raleigh, NC 27695 USA
- Department of Soil and Crop Sciences, Texas A&M University, 370 Olsen Blvd, College Station, TX 77843 USA
| | - Geraldo Carvalho
- Department of Soil and Crop Sciences, Texas A&M University, 370 Olsen Blvd, College Station, TX 77843 USA
| | - Fuhao Shi
- Department of Computer Science and Engineering, Texas A&M University, 3112 TAMU, 710 Ross St, College Station, TX 77843 USA
| | - Anastasia H. Muliana
- Department of Mechanical Engineering, Texas A& M University, 401 Joe Routt Blvd, College Station, TX 77843 USA
| | - William L. Rooney
- Department of Soil and Crop Sciences, Texas A&M University, 370 Olsen Blvd, College Station, TX 77843 USA
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15
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Gomez FE, Carvalho G, Shi F, Muliana AH, Rooney WL. High throughput phenotyping of morpho-anatomical stem properties using X-ray computed tomography in sorghum. PLANT METHODS 2018. [PMID: 30008795 DOI: 10.1186/s13007-018-0326-323] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
BACKGROUND In bioenergy/forage sorghum, morpho-anatomical stem properties are major components affecting standability and juice yield. However, phenotyping these traits is low-throughput, and has been restricted by the lack of a high-throughput phenotyping platforms that can collect both morphological and anatomical stem properties. X-ray computed tomography (CT) offers a potential solution, but studies using this technology in plants have evaluated limited numbers of genotypes with limited throughput. Here we suggest that using a medical CT might overcome sample size limitations when higher resolution is not needed. Thus, the aim of this study was to develop a practical high-throughput phenotyping and image data processing pipeline that extracts stem morpho-anatomical traits faster, more efficiently and on a larger number of samples. RESULTS A medical CT was used to image morpho-anatomical stem properties in sorghum. The platform and image analysis pipeline revealed extensive phenotypic variation for important morpho-anatomical traits in well-characterized sorghum genotypes at suitable repeatability rates. CT estimates were highly predictive of morphological traits and moderately predictive of anatomical traits. The image analysis pipeline also identified genotypes with superior morpho-anatomical traits that were consistent with ground-truth based classification in previous studies. In addition, stem cross section intensity measured by the CT was highly correlated with stem dry-weight density, and can potentially serve as a high-throughput approach to measure stem density in grass stems. CONCLUSIONS The use of CT on a diverse set of sorghum genotypes with a defined platform and image analysis pipeline was effective at predicting traits such as stem length, diameter, and pithiness ratio at the internode level. High-throughput phenotyping of stem traits using CT appears to be useful and feasible for use in an applied breeding program.
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Affiliation(s)
- Francisco E Gomez
- 1Department of Crop and Soil Sciences, North Carolina State University, Raleigh, NC 27695 USA
- 2Department of Soil and Crop Sciences, Texas A&M University, 370 Olsen Blvd, College Station, TX 77843 USA
| | - Geraldo Carvalho
- 2Department of Soil and Crop Sciences, Texas A&M University, 370 Olsen Blvd, College Station, TX 77843 USA
| | - Fuhao Shi
- 3Department of Computer Science and Engineering, Texas A&M University, 3112 TAMU, 710 Ross St, College Station, TX 77843 USA
| | - Anastasia H Muliana
- 4Department of Mechanical Engineering, Texas A& M University, 401 Joe Routt Blvd, College Station, TX 77843 USA
| | - William L Rooney
- 2Department of Soil and Crop Sciences, Texas A&M University, 370 Olsen Blvd, College Station, TX 77843 USA
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Hsu HC, Wang CN, Liang CH, Wang CC, Kuo YF. Association between Petal Form Variation and CYC2-like Genotype in a Hybrid Line of Sinningia speciosa. FRONTIERS IN PLANT SCIENCE 2017; 8:558. [PMID: 28458679 PMCID: PMC5394160 DOI: 10.3389/fpls.2017.00558] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 03/28/2017] [Indexed: 05/20/2023]
Abstract
This study used three-dimensional (3D) micro-computed tomography (μCT) imaging to examine petal form variation in a hybrid cross of Sinningia speciosa between a cultivar with actinomorphic flowers and a variety with zygomorphic flowers. The major objectives were to determine the genotype-phenotype associations between the petal form variation and CYCLOIDEA2-like alleles in S. speciosa (SsCYC) and to morphologically investigate the differences in petal types between actinomorphic and zygomorphic flowers. In this study, μCT was used to accurately acquire 3D floral images. Landmark-based geometric morphometrics (GM) was applied to evaluate the major form variations of the petals. Nine morphological traits of the petals were defined according to the form variations quantified through the GM analysis. The results indicated that the outward curvature of dorsal petals, the midrib asymmetry of lateral petals, and the dilation of ventral region of the tube were closely associated with the SsCYC genotype. Multiple analyses of form similarity between the petals suggested that the dorsal and ventral petals of actinomorphic plants resembled the ventral petals of zygomorphic plants. This observation indicated that the transition from zygomorphic to actinomorphic flowers in S. speciosa might be caused by the ventralization of the dorsal petals. We demonstrated that the 3D-GM approach can be used to determine genotype-phenotype associations and to provide morphological evidence for the transition of petal types between actinomorphic and zygomorphic flowers in S. speciosa.
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Affiliation(s)
- Hao-Chun Hsu
- Department of Bio-Industrial Mechatronics Engineering, National Taiwan UniversityTaipei, Taiwan
| | - Chun-Neng Wang
- Institute of Ecology and Evolutionary Biology, National Taiwan UniversityTaipei, Taiwan
- Department of Life Science, National Taiwan UniversityTaipei, Taiwan
| | - Chia-Hao Liang
- Department of Bio-Industrial Mechatronics Engineering, National Taiwan UniversityTaipei, Taiwan
| | - Cheng-Chun Wang
- Department of Bio-Industrial Mechatronics Engineering, National Taiwan UniversityTaipei, Taiwan
| | - Yan-Fu Kuo
- Department of Bio-Industrial Mechatronics Engineering, National Taiwan UniversityTaipei, Taiwan
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17
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Lee KJI, Calder GM, Hindle CR, Newman JL, Robinson SN, Avondo JJHY, Coen ES. Macro optical projection tomography for large scale 3D imaging of plant structures and gene activity. JOURNAL OF EXPERIMENTAL BOTANY 2017; 68:527-538. [PMID: 28025317 PMCID: PMC5441912 DOI: 10.1093/jxb/erw452] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Optical projection tomography (OPT) is a well-established method for visualising gene activity in plants and animals. However, a limitation of conventional OPT is that the specimen upper size limit precludes its application to larger structures. To address this problem we constructed a macro version called Macro OPT (M-OPT). We apply M-OPT to 3D live imaging of gene activity in growing whole plants and to visualise structural morphology in large optically cleared plant and insect specimens up to 60 mm tall and 45 mm deep. We also show how M-OPT can be used to image gene expression domains in 3D within fixed tissue and to visualise gene activity in 3D in clones of growing young whole Arabidopsis plants. A further application of M-OPT is to visualise plant-insect interactions. Thus M-OPT provides an effective 3D imaging platform that allows the study of gene activity, internal plant structures and plant-insect interactions at a macroscopic scale.
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Affiliation(s)
- Karen J I Lee
- John Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK
| | - Grant M Calder
- John Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK
| | | | - Jacob L Newman
- John Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK
| | - Simon N Robinson
- John Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK
| | | | - Enrico S Coen
- John Innes Centre, Norwich Research Park, Colney Lane, Norwich, UK
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Tracy SR, Gómez JF, Sturrock CJ, Wilson ZA, Ferguson AC. Non-destructive determination of floral staging in cereals using X-ray micro computed tomography (µCT). PLANT METHODS 2017; 13:9. [PMID: 28261319 PMCID: PMC5331626 DOI: 10.1186/s13007-017-0162-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Accepted: 02/23/2017] [Indexed: 05/21/2023]
Abstract
BACKGROUND Accurate floral staging is required to aid research into pollen and flower development, in particular male development. Pollen development is highly sensitive to stress and is critical for crop yields. Research into male development under environmental change is important to help target increased yields. This is hindered in monocots as the flower develops internally in the pseudostem. Floral staging studies therefore typically rely on destructive analysis, such as removal from the plant, fixation, staining and sectioning. This time-consuming analysis therefore prevents follow up studies and analysis past the point of the floral staging. RESULTS This study focuses on using X-ray µCT scanning to allow quick and detailed non-destructive internal 3D phenotypic information to allow accurate staging of Arabidopsis thaliana L. and Barley (Hordeum vulgare L.) flowers. X-ray µCT has previously relied on fixation methods for above ground tissue, therefore two contrast agents (Lugol's iodine and Bismuth) were observed in Arabidopsis and Barley in planta to circumvent this step. 3D models and 2D slices were generated from the X-ray µCT images providing insightful information normally only available through destructive time-consuming processes such as sectioning and microscopy. Barley growth and development was also monitored over three weeks by X-ray µCT to observe flower development in situ. By measuring spike size in the developing tillers accurate non-destructive staging at the flower and anther stages could be performed; this staging was confirmed using traditional destructive microscopic analysis. CONCLUSION The use of X-ray micro computed tomography (µCT) scanning of living plant tissue offers immense benefits for plant phenotyping, for successive developmental measurements and for accurate developmental timing for scientific measurements. Nevertheless, X-ray µCT remains underused in plant sciences, especially in above-ground organs, despite its unique potential in delivering detailed non-destructive internal 3D phenotypic information. This work represents a novel application of X-ray µCT that could enhance research undertaken in monocot species to enable effective non-destructive staging and developmental analysis for molecular genetic studies and to determine effects of stresses at particular growth stages.
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Affiliation(s)
- Saoirse R. Tracy
- School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
- Agricultural and Environmental Sciences, University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
| | - José Fernández Gómez
- Plant and Crop Science, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
| | - Craig J. Sturrock
- Agricultural and Environmental Sciences, University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
- Centre for Plant Integrative Biology (CPIB), University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
| | - Zoe A. Wilson
- Plant and Crop Science, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
- Centre for Plant Integrative Biology (CPIB), University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
| | - Alison C. Ferguson
- Plant and Crop Science, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, LE12 5RD UK
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