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In situ foliar augmentation of multiple species for optical phenotyping and bioengineering using soft robotics

软机器人 原位 机器人学 人工智能 计算机科学 生物医学工程 纳米技术 工程类 机器人 材料科学 化学 有机化学
作者
Mehmet Mert İlman,Annika E. Huber,Anand Kumar Mishra,Sabyasachi Sen,Fumin Wang,Tiffany Lin,Georg Jander,Abraham D. Stroock,Robert F. Shepherd
出处
期刊:Science robotics [American Association for the Advancement of Science]
卷期号:10 (103): eadu2394-eadu2394 被引量:4
标识
DOI:10.1126/scirobotics.adu2394
摘要

Precision agriculture aims to increase crop yield while reducing the use of harmful chemicals, such as pesticides and excess fertilizer, using minimal, tailored interventions. However, these strategies are limited by factors such as sensor quality, which typically relies on visual plant expression, and the manual, destructive nature of many nonvisual measurement methods, including the Scholander pressure bomb. By automating more intimate interactions with foliage in vivo, it would be possible to inject chemical and biological probes that reveal more phenotypes-such as water stress in response to varying environmental conditions and visible gene expression to measure the success of gene engineering applications. To address this, we developed a soft robotic leaf gripper and stamping-injection method to improve foliar delivery of nanoscale synthetic and biological probes. This allows for nondestructive, in situ, multispecies applications. We used two probes: Agrobacterium tumefaciens carrying the RUBY gene as a reporter system for plant transformation and nanoparticle hydrogels for measuring leaf water potential (ψ). Our hourglass-shaped design enabled the gripper to exert higher forces with reduced radial expansion compared with conventional designs, achieving an injection success rate above 91%. Studies on sunflower (Helianthus annuus L.) and cotton (Gossypium hirsutum L.) showed that our method achieved an average 12-fold increase in infiltration areas, with substantially less leaf damage-3.6% in sunflower and none in cotton-compared with the needle-free syringe method. Enabling long periods of successful in vivo phenotyping on both species after precise and safe foliar delivery underscores the potential of the leaf gripper for robotic plant bioengineering.
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