论文标题

基于PFSPZ的疟疾疫苗生产的蚊子采摘系统

A Mosquito Pick-and-Place System for PfSPZ-based Malaria Vaccine Production

论文作者

Phalen, Henry, Vagdargi, Prasad, Schrum, Mariah L., Chakravarty, Sumana, Canezin, Amanda, Pozin, Michael, Coemert, Suat, Iordachita, Iulian, Hoffman, Stephen L., Chirikjian, Gregory S., Taylor, Russell H.

论文摘要

疟疾的治疗是一项全球健康挑战,可以从广泛引入该疾病的疫苗中受益。已经开发了一种使用寄生虫疟原虫恶性疟原虫(PF)的孢子岩(SPZ)创建活生物体疫苗的方法,该疟原虫集中在感染蚊子的唾液腺中。获得这些PFSPZ的当前手动解剖方法对于大规模疫苗生产而言并不是最佳效率。我们提出了一种改进的解剖程序和一种机械固定装置,可提高蚊子解剖的速度,并有助于在生产过程的这一阶段进行探索。我们进一步证明了该生产过程中关键步骤的自动化,从分期设备将蚊子捡起和放置到解剖组件中。在计算机视觉系统的指导下,使用定制设计的微型摩擦式机器人(4-DOF)机器人进行机器人蚊子拾取系统的单位测试。蚊子被自主抓住,并将其拉到一对凹陷的解剖刀片上,以去除蚊子的头部,从而进入唾液腺。将放置在这些叶片中的放置是根据计算机视觉的输出来调整的,以适应每个握把蚊子的独特解剖结构和方向。在该系统对50个蚊子的试验测试中,我们证明了将蚊子及其颈部放入刀片凹口内的100%抓握精度和90%的精度,以便可以去除头部。这是这项困难且非标准的选择任务的有希望的结果。

The treatment of malaria is a global health challenge that stands to benefit from the widespread introduction of a vaccine for the disease. A method has been developed to create a live organism vaccine using the sporozoites (SPZ) of the parasite Plasmodium falciparum (Pf), which are concentrated in the salivary glands of infected mosquitoes. Current manual dissection methods to obtain these PfSPZ are not optimally efficient for large-scale vaccine production. We propose an improved dissection procedure and a mechanical fixture that increases the rate of mosquito dissection and helps to deskill this stage of the production process. We further demonstrate the automation of a key step in this production process, the picking and placing of mosquitoes from a staging apparatus into a dissection assembly. This unit test of a robotic mosquito pick-and-place system is performed using a custom-designed micro-gripper attached to a four degree of freedom (4-DOF) robot under the guidance of a computer vision system. Mosquitoes are autonomously grasped and pulled to a pair of notched dissection blades to remove the head of the mosquito, allowing access to the salivary glands. Placement into these blades is adapted based on output from computer vision to accommodate for the unique anatomy and orientation of each grasped mosquito. In this pilot test of the system on 50 mosquitoes, we demonstrate a 100% grasping accuracy and a 90% accuracy in placing the mosquito with its neck within the blade notches such that the head can be removed. This is a promising result for this difficult and non-standard pick-and-place task.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源