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Iida Y, Higashi Y, Nishi O, Kouda M, Maeda K, Yoshida K, Asano S, Kawakami T, Nakajima K, Kuroda K, Tanaka C, Sasaki A, Kamiya K, Yamagishi N, Fujinaga M, Terami F, Yamanaka S, Kubota M. Entomopathogenic fungus Beauveria bassiana-based bioinsecticide suppresses severity of powdery mildews of vegetables by inducing the plant defense responses. Front Plant Sci 2023; 14:1211825. [PMID: 37692425 PMCID: PMC10484095 DOI: 10.3389/fpls.2023.1211825] [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] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 08/07/2023] [Indexed: 09/12/2023]
Abstract
The entomopathogenic fungus Beauveria bassiana is used commercially as a microbial insecticides against a wide range of agricultural insect pests. Some strains of B. bassiana protect the plants from pathogens, but the underlying mechanisms are largely unknown. Here, we found that prophylactic sprays of commercial bioinsecticide Botanigard on cucumber, tomato, and strawberry plants suppressed the severity of economically damaging powdery mildews. On leaf surfaces, hyphal elongation and spore germination of cucumber powdery mildew, Podosphaera xanthii, were inhibited, but B. bassiana strain GHA, the active ingredient isolated from Botanigard, only inhibited hyphal elongation but had no effect on spore germination of P. xanthii. In addition, strain GHA suppressed powdery mildew symptoms locally, not systemically. Treatment with Botanigard and strain GHA induced a hypersensitive response (HR)-like cell death in epidermal cells of the cucumber leaves in a concentration-dependent manner and inhibited penetration by P. xanthii. Transcriptome analysis and mass spectrometry revealed that GHA induced expression of salicylic acid (SA)-related genes, and treatment with Botanigard and GHA increased the SA level in the cucumber leaves. In NahG-transgenic tomato plants, which do not accumulate SA, the biocontrol effect of tomato powdery mildew by GHA was significantly reduced. These results suggested that B. bassiana GHA induces SA accumulation, leading to the induction of HR-like cell death against powdery mildew and subsequent suppression of fungal penetration. Thus, Botanigard has the potential to control both insect pests and plant diseases.
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Affiliation(s)
- Yuichiro Iida
- Laboratory of Plant Pathology, Faculty of Agriculture, Setsunan University, Hirakata, Japan
- National Agriculture and Food Research Organization, Tsu, Japan
| | - Yumiko Higashi
- National Agriculture and Food Research Organization, Tsu, Japan
| | - Oumi Nishi
- National Agriculture and Food Research Organization, Tsu, Japan
| | - Mariko Kouda
- Laboratory of Plant Pathology, Faculty of Agriculture, Setsunan University, Hirakata, Japan
| | - Kazuya Maeda
- Laboratory of Plant Pathology, Faculty of Agriculture, Setsunan University, Hirakata, Japan
| | - Kandai Yoshida
- Nara Prefecture Agricultural Research and Development Center, Sakurai, Japan
| | - Shunsuke Asano
- Nara Prefecture Agricultural Research and Development Center, Sakurai, Japan
| | - Taku Kawakami
- Mie Prefecture Agricultural Research Institute, Matsusaka, Japan
| | - Kaori Nakajima
- Mie Prefecture Agricultural Research Institute, Matsusaka, Japan
| | | | - Chiharu Tanaka
- Mie Prefecture Agricultural Research Institute, Matsusaka, Japan
| | - Ayano Sasaki
- Mie Prefecture Agricultural Research Institute, Matsusaka, Japan
| | - Katsumi Kamiya
- Gifu Prefectural Agricultural Technology Center, Gifu, Japan
| | - Naho Yamagishi
- Nagano Vegetable and Ornamental Crops Experiment Station, Shiojiri, Japan
| | - Masashi Fujinaga
- Nagano Vegetable and Ornamental Crops Experiment Station, Shiojiri, Japan
| | - Fumihiro Terami
- National Agriculture and Food Research Organization, Tsu, Japan
| | | | - Masaharu Kubota
- National Agriculture and Food Research Organization, Tsukuba, Japan
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Zhang X, Gao S, Chen C, Huang J. Optimal Control Algorithm for Stochastic Systems with Parameter Drift. Sensors (Basel) 2023; 23:5743. [PMID: 37420908 DOI: 10.3390/s23125743] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 06/10/2023] [Accepted: 06/15/2023] [Indexed: 07/09/2023]
Abstract
A novel optimal control problem is considered for multiple input multiple output (MIMO) stochastic systems with mixed parameter drift, external disturbance and observation noise. The proposed controller can not only track and identify the drift parameters in finite time but, furthermore, drive the system to move towards the desired trajectory. However, there is a conflict between control and estimation, which makes the analytic solution unattainable in most situations. A dual control algorithm based on weight factor and innovation is, therefore, proposed. First, the innovation is added to the control goal by the appropriate weight and the Kalman filter is introduced to estimate and track the transformed drift parameters. The weight factor is used to adjust the degree of drift parameter estimation in order to achieve a balance between control and estimation. Then, the optimal control is derived by solving the modified optimization problem. In this strategy, the analytic solution of the control law can be obtained. The control law obtained in this paper is optimal because the estimation of drift parameters is integrated into the objective function rather than the suboptimal control law, which includes two parts of control and estimation in other studies. The proposed algorithm can achieve the best compromise between optimization and estatimation. Finally, the effectiveness of the algorithm is verified by numerical experiments in two different cases.
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Affiliation(s)
- Xiaoyan Zhang
- School of Electronic Information Engineering, Xi'an Technological University, Xi'an 710021, China
| | - Song Gao
- School of Electronic Information Engineering, Xi'an Technological University, Xi'an 710021, China
| | - Chaobo Chen
- School of Electronic Information Engineering, Xi'an Technological University, Xi'an 710021, China
| | - Jiaoru Huang
- School of Electronic Information Engineering, Xi'an Technological University, Xi'an 710021, China
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Fujiwara H, Araki Y, Imakawa K, Saito S, Daikoku T, Shigeta M, Kanzaki H, Mori T. Dual Positive Regulation of Embryo Implantation by Endocrine and Immune Systems--Step-by-Step Maternal Recognition of the Developing Embryo. Am J Reprod Immunol 2016; 75:281-9. [PMID: 26755274 DOI: 10.1111/aji.12478] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [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: 09/24/2015] [Accepted: 12/09/2015] [Indexed: 01/21/2023] Open
Abstract
In humans, HCG secreted from the implanting embryo stimulates progesterone production of the corpus luteum to maintain embryo implantation. Along with this endocrine system, current evidence suggests that the maternal immune system positively contributes to the embryo implantation. In mice, immune cells that have been sensitized with seminal fluid and then the developing embryo induce endometrial differentiation and promote embryo implantation. After hatching, HCG activates regulatory T and B cells through LH/HCG receptors and then stimulates uterine NK cells and monocytes through sugar chain receptors, to promote and maintain pregnancy. In accordance with the above, the intrauterine administration of HCG-treated PBMC was demonstrated to improve implantation rates in women with repeated implantation failures. These findings suggest that the maternal immune system undergoes functional changes by recognizing the developing embryos in a stepwise manner even from a pre-fertilization stage and facilitates embryo implantation in cooperation with the endocrine system.
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Affiliation(s)
- Hiroshi Fujiwara
- Department of Obstetrics and Gynecology, Kanazawa University Graduate School of Medical Science, Kanazawa, Japan
| | - Yoshihiko Araki
- Institute for Environmental and Gender-specific Medicine, Juntendo University Graduate School of Medicine, Urayasu, Japan
| | - Kazuhiko Imakawa
- Laboratory of Animal Breeding, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Shigeru Saito
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Takiko Daikoku
- Division of Transgenic Animal Science, Advanced Science Research Center, Kanazawa University, Kanazawa, Japan
| | | | | | - Takahide Mori
- Academia for Repro-Regenerative Medicine, Tokyo, Japan
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