Literature DB >> 33746641

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

Henry Phalen1, Prasad Vagdargi1, Mariah L Schrum1, Sumana Chakravarty1, Amanda Canezin1, Michael Pozin1, Suat Coemert1, Iulian Iordachita1, Stephen L Hoffman1, Gregory S Chirikjian1, Russell H Taylor1.   

Abstract

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. NOTE TO PRACTITIONERS—: Automated processes could help increase malaria vaccine production to global scale. Currently, production requires technicians to manually dissect mosquitoes, a process that is slow, tedious, and requires a lengthy training regimen. This paper presents an an improved manual fixture and procedure that reduces technician training time. Further, an approach to automate this dissection process is proposed and the critical step of robotic manipulation of the mosquito with the aid of computer vision is demonstrated. Our approach may serve as a useful example of system design and integration for practitioners that seek to perform new and challenging pick-and-place tasks with small, non-uniform, and highly deformable objects.

Entities:  

Keywords:  Biomedical engineeering; Biomedical imaging; Manufacturing automation; Robot vision systems; Robots

Year:  2020        PMID: 33746641      PMCID: PMC7978227          DOI: 10.1109/tase.2020.2992131

Source DB:  PubMed          Journal:  IEEE Trans Autom Sci Eng        ISSN: 1545-5955            Impact factor:   5.083


  8 in total

1.  Accuracy assessment and kinematic calibration of the robotic endoscopic microsurgical system.

Authors:  Paul Wilkening; Yunuscan Sevimli; Marcin Balicki; Kevin C Olds; Russell H Taylor
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2016-08

2.  SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation.

Authors:  Vijay Badrinarayanan; Alex Kendall; Roberto Cipolla
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2017-01-02       Impact factor: 6.226

3.  Protection against Plasmodium falciparum malaria by PfSPZ Vaccine.

Authors:  Judith E Epstein; Kristopher M Paolino; Thomas L Richie; Martha Sedegah; Alexandra Singer; Adam J Ruben; Sumana Chakravarty; April Stafford; Richard C Ruck; Abraham G Eappen; Tao Li; Peter F Billingsley; Anita Manoj; Joana C Silva; Kara Moser; Robin Nielsen; Donna Tosh; Susan Cicatelli; Harini Ganeshan; Jessica Case; Debbie Padilla; Silas Davidson; Lindsey Garver; Elizabeth Saverino; Tooba Murshedkar; Anusha Gunasekera; Patrick S Twomey; Sharina Reyes; James E Moon; Eric R James; Natasha Kc; Minglin Li; Esteban Abot; Arnel Belmonte; Kevin Hauns; Maria Belmonte; Jun Huang; Carlos Vasquez; Shon Remich; Mary Carrington; Yonas Abebe; Amy Tillman; Bradley Hickey; Jason Regules; Eileen Villasante; B Kim Lee Sim; Stephen L Hoffman
Journal:  JCI Insight       Date:  2017-01-12

4.  Safety and efficacy of PfSPZ Vaccine against Plasmodium falciparum via direct venous inoculation in healthy malaria-exposed adults in Mali: a randomised, double-blind phase 1 trial.

Authors:  Mahamadou S Sissoko; Sara A Healy; Abdoulaye Katile; Freda Omaswa; Irfan Zaidi; Erin E Gabriel; Bourama Kamate; Yacouba Samake; Merepen A Guindo; Amagana Dolo; Amadou Niangaly; Karamoko Niaré; Amatigue Zeguime; Kourane Sissoko; Hama Diallo; Ismaila Thera; Kelly Ding; Michael P Fay; Elise M O'Connell; Thomas B Nutman; Sharon Wong-Madden; Tooba Murshedkar; Adam J Ruben; Minglin Li; Yonas Abebe; Anita Manoj; Anusha Gunasekera; Sumana Chakravarty; B Kim Lee Sim; Peter F Billingsley; Eric R James; Michael Walther; Thomas L Richie; Stephen L Hoffman; Ogobara Doumbo; Patrick E Duffy
Journal:  Lancet Infect Dis       Date:  2017-02-16       Impact factor: 25.071

5.  Protection against malaria at 1 year and immune correlates following PfSPZ vaccination.

Authors:  Andrew S Ishizuka; Kirsten E Lyke; Adam DeZure; Andrea A Berry; Thomas L Richie; Floreliz H Mendoza; Mary E Enama; Ingelise J Gordon; Lee-Jah Chang; Uzma N Sarwar; Kathryn L Zephir; LaSonji A Holman; Eric R James; Peter F Billingsley; Anusha Gunasekera; Sumana Chakravarty; Anita Manoj; MingLin Li; Adam J Ruben; Tao Li; Abraham G Eappen; Richard E Stafford; Natasha K C; Tooba Murshedkar; Hope DeCederfelt; Sarah H Plummer; Cynthia S Hendel; Laura Novik; Pamela J M Costner; Jamie G Saunders; Matthew B Laurens; Christopher V Plowe; Barbara Flynn; William R Whalen; J P Todd; Jay Noor; Srinivas Rao; Kailan Sierra-Davidson; Geoffrey M Lynn; Judith E Epstein; Margaret A Kemp; Gary A Fahle; Sebastian A Mikolajczak; Matthew Fishbaugher; Brandon K Sack; Stefan H I Kappe; Silas A Davidson; Lindsey S Garver; Niklas K Björkström; Martha C Nason; Barney S Graham; Mario Roederer; B Kim Lee Sim; Stephen L Hoffman; Julie E Ledgerwood; Robert A Seder
Journal:  Nat Med       Date:  2016-05-09       Impact factor: 53.440

6.  Attenuated PfSPZ Vaccine induces strain-transcending T cells and durable protection against heterologous controlled human malaria infection.

Authors:  Kirsten E Lyke; Andrew S Ishizuka; Andrea A Berry; Sumana Chakravarty; Adam DeZure; Mary E Enama; Eric R James; Peter F Billingsley; Anusha Gunasekera; Anita Manoj; Minglin Li; Adam J Ruben; Tao Li; Abraham G Eappen; Richard E Stafford; Natasha Kc; Tooba Murshedkar; Floreliz H Mendoza; Ingelise J Gordon; Kathryn L Zephir; LaSonji A Holman; Sarah H Plummer; Cynthia S Hendel; Laura Novik; Pamela J M Costner; Jamie G Saunders; Nina M Berkowitz; Barbara J Flynn; Martha C Nason; Lindsay S Garver; Matthew B Laurens; Christopher V Plowe; Thomas L Richie; Barney S Graham; Mario Roederer; B Kim Lee Sim; Julie E Ledgerwood; Stephen L Hoffman; Robert A Seder
Journal:  Proc Natl Acad Sci U S A       Date:  2017-02-21       Impact factor: 11.205

Review 7.  Development of a metabolically active, non-replicating sporozoite vaccine to prevent Plasmodium falciparum malaria.

Authors:  Stephen L Hoffman; Peter F Billingsley; Eric James; Adam Richman; Mark Loyevsky; Tao Li; Sumana Chakravarty; Anusha Gunasekera; Rana Chattopadhyay; Minglin Li; Richard Stafford; Adriana Ahumada; Judith E Epstein; Martha Sedegah; Sharina Reyes; Thomas L Richie; Kirsten E Lyke; Robert Edelman; Matthew B Laurens; Christopher V Plowe; B Kim Lee Sim
Journal:  Hum Vaccin       Date:  2010-01-21

8.  Sterile protection against human malaria by chemoattenuated PfSPZ vaccine.

Authors:  Benjamin Mordmüller; Güzin Surat; Heimo Lagler; Sumana Chakravarty; Andrew S Ishizuka; Albert Lalremruata; Markus Gmeiner; Joseph J Campo; Meral Esen; Adam J Ruben; Jana Held; Carlos Lamsfus Calle; Juliana B Mengue; Tamirat Gebru; Javier Ibáñez; Mihály Sulyok; Eric R James; Peter F Billingsley; K C Natasha; Anita Manoj; Tooba Murshedkar; Anusha Gunasekera; Abraham G Eappen; Tao Li; Richard E Stafford; Minglin Li; Phil L Felgner; Robert A Seder; Thomas L Richie; B Kim Lee Sim; Stephen L Hoffman; Peter G Kremsner
Journal:  Nature       Date:  2017-02-15       Impact factor: 49.962

  8 in total
  1 in total

Review 1.  Five decades of clinical assessment of whole-sporozoite malaria vaccines.

Authors:  Helena Nunes-Cabaço; Diana Moita; Miguel Prudêncio
Journal:  Front Immunol       Date:  2022-09-08       Impact factor: 8.786

  1 in total

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