optimal defense
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2021 ◽  
Vol 118 (47) ◽  
pp. e2111977118
Author(s):  
Pascal Hunziker ◽  
Sophie Konstanze Lambertz ◽  
Konrad Weber ◽  
Christoph Crocoll ◽  
Barbara Ann Halkier ◽  
...  

Numerous plants protect themselves from attackers by using specialized metabolites. The biosynthesis of these deterrent, often toxic metabolites is costly, as their synthesis diverts energy and resources on account of growth and development. How plants diversify investments into growth and defense is explained by the optimal defense theory. The central prediction of the optimal defense theory is that plants maximize growth and defense by concentrating specialized metabolites in tissues that are decisive for fitness. To date, supporting physiological evidence relies on the correlation between plant metabolite presence and animal feeding preference. Here, we use glucosinolates as a model to examine the effect of changes in chemical defense distribution on feeding preference. Taking advantage of the uniform glucosinolate distribution in transporter mutants, we show that high glucosinolate accumulation in tissues important to fitness protects them by guiding larvae of a generalist herbivore to feed on other tissues. Moreover, we show that the mature leaves of Arabidopsis thaliana supply young leaves with glucosinolates to optimize defense against herbivores. Our study provides physiological evidence for the central hypothesis of the optimal defense theory and sheds light on the importance of integrating glucosinolate biosynthesis and transport for optimizing plant defense.


2021 ◽  
Vol 2021 ◽  
pp. 1-12
Author(s):  
Yuwen Zhu ◽  
Lei Yu ◽  
Houhua He ◽  
Yitong Meng

Network defenders always face the problem of how to use limited resources to make the most reasonable decision. The network attack-defense game model is an effective means to solve this problem. However, existing network attack-defense game models usually assume that defenders will no longer change defense strategies after deploying them. However, in an advanced network attack-defense confrontation, defenders usually redeploy defense strategies for different attack situations. Therefore, the existing network attack-defense game models are challenging to accurately describe the advanced network attack-defense process. To address the above challenges, this paper proposes a defense strategy selection method based on the network attack-defense wargame model. We model the advanced network attack-defense confrontation process as a turn-based wargame in which both attackers and defenders can continuously adjust their strategies in response to the attack-defense posture and use the Monte Carlo tree search method to solve the optimal defense strategy. Finally, a network example is used to illustrate the effectiveness of the model and method in selecting the optimal defense strategy.


2021 ◽  
Author(s):  
Nathália Nocchi ◽  
Renato C. Pereira ◽  
Heitor M. Duarte ◽  
Etiene E.G. Clavico ◽  
Tatiana U.P. Konno ◽  
...  

2021 ◽  
Author(s):  
Pascal Hunziker ◽  
Sophie Konstanze Lambertz ◽  
Konrad Weber ◽  
Christoph Crocoll ◽  
Barbara Ann Halkier ◽  
...  

Numerous plants protect themselves from attackers using specialized metabolites. The biosynthesis of these deterrent, often toxic metabolites is costly, as their synthesis diverts energy and resources on account of growth and development. How plants diversify investments into growth and defense is explained by the optimal defense theory. The central prediction of the optimal defense theory is that plants maximize growth and defense by concentrating specialized metabolites in tissues that are decisive for fitness. To date, supporting physiological evidence merely relies on the correlation between plant metabolite distribution and animal feeding preference. Here, we use glucosinolates as a model to examine the effect of changes in chemical defense distribution on actual feeding behavior. Taking advantage of the uniform glucosinolate distribution in transporter mutants, we show that high glucosinolate accumulation in tissues important to fitness protects them by guiding larvae of a generalist herbivore to feed on other tissues. Moreover, we show that mature leaves of Arabidopsis thaliana supply young leaves with glucosinolates to optimize defense against herbivores. Our study provides physiological evidence for the central hypothesis of the optimal defense theory and sheds light on the importance of integrating glucosinolate biosynthesis and transport for optimizing plant defense.


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