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Dawson J, Pandey S, Yu Q, Schaub P, Wüst F, Moradi AB, Dovzhenko O, Palme K, Welsch R. Determination of protoplast growth properties using quantitative single-cell tracking analysis. PLANT METHODS 2022; 18:64. [PMID: 35585602 PMCID: PMC9118701 DOI: 10.1186/s13007-022-00895-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 05/01/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Although quantitative single-cell analysis is frequently applied in animal systems, e.g. to identify novel drugs, similar applications on plant single cells are largely missing. We have exploited the applicability of high-throughput microscopic image analysis on plant single cells using tobacco leaf protoplasts, cell-wall free single cells isolated by lytic digestion. Protoplasts regenerate their cell wall within several days after isolation and have the potential to expand and proliferate, generating microcalli and finally whole plants after the application of suitable regeneration conditions. RESULTS High-throughput automated microscopy coupled with the development of image processing pipelines allowed to quantify various developmental properties of thousands of protoplasts during the initial days following cultivation by immobilization in multi-well-plates. The focus on early protoplast responses allowed to study cell expansion prior to the initiation of proliferation and without the effects of shape-compromising cell walls. We compared growth parameters of wild-type tobacco cells with cells expressing the antiapoptotic protein Bcl2-associated athanogene 4 from Arabidopsis (AtBAG4). CONCLUSIONS AtBAG4-expressing protoplasts showed a higher proportion of cells responding with positive area increases than the wild type and showed increased growth rates as well as increased proliferation rates upon continued cultivation. These features are associated with reported observations on a BAG4-mediated increased resilience to various stress responses and improved cellular survival rates following transformation approaches. Moreover, our single-cell expansion results suggest a BAG4-mediated, cell-independent increase of potassium channel abundance which was hitherto reported for guard cells only. The possibility to explain plant phenotypes with single-cell properties, extracted with the single-cell processing and analysis pipeline developed, allows to envision novel biotechnological screening strategies able to determine improved plant properties via single-cell analysis.
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Affiliation(s)
- Jonathan Dawson
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- Institute of General Electrical Engineering, University of Rostock, Albert-Einstein-Str. 2, 18059, Rostock, Germany
- Augusta University, 1201 Goss Ln, Augusta, GA, 30912, USA
| | - Saurabh Pandey
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
| | - Qiuju Yu
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- ScreenSYS GmbH, Engesserstr. 4, 79108, Freiburg, Germany
| | - Patrick Schaub
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- ScreenSYS GmbH, Engesserstr. 4, 79108, Freiburg, Germany
| | - Florian Wüst
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- ScreenSYS GmbH, Engesserstr. 4, 79108, Freiburg, Germany
| | - Amir Bahram Moradi
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
| | - Oleksandr Dovzhenko
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- ScreenSYS GmbH, Engesserstr. 4, 79108, Freiburg, Germany
| | - Klaus Palme
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- ScreenSYS GmbH, Engesserstr. 4, 79108, Freiburg, Germany
- BIOSS Center for Biological Signaling Studies, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Daizong Street 61, Tai'an, 271018, China
| | - Ralf Welsch
- Institute of Biology II, Faculty of Biology, Albert-Ludwigs-University of Freiburg, Schänzlestrasse 1, 79104, Freiburg, Germany.
- ScreenSYS GmbH, Engesserstr. 4, 79108, Freiburg, Germany.
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Handling Complexity in Animal and Plant Science Research-From Single to Functional Traits: Are We There Yet? High Throughput 2018; 7:ht7020016. [PMID: 29843407 PMCID: PMC6023355 DOI: 10.3390/ht7020016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2018] [Revised: 05/10/2018] [Accepted: 05/24/2018] [Indexed: 11/16/2022] Open
Abstract
The current knowledge of the main factors governing livestock, crop and plant quality as well as yield in different species is incomplete. For example, this can be evidenced by the persistence of benchmark crop varieties for many decades in spite of the gains achieved over the same period. In recent years, it has been demonstrated that molecular breeding based on DNA markers has led to advances in breeding (animal and crops). However, these advances are not in the way that it was anticipated initially by the researcher in the field. According to several scientists, one of the main reasons for this was related to the evidence that complex target traits such as grain yield, composition or nutritional quality depend on multiple factors in addition to genetics. Therefore, some questions need to be asked: are the current approaches in molecular genetics the most appropriate to deal with complex traits such as yield or quality? Are the current tools for phenotyping complex traits enough to differentiate among genotypes? Do we need to change the way that data is collected and analysed?
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