Evidence map›Paper›PMID 34892294›Full record

ArticleAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference2021

Multiscale, multi-perspective imaging assisted robotic microinjection of 3D biological structures.

Amey S Joshi, Andrew D Alegria, Benjamin Auch, Kanav Khosla, Jorge Blanco Mendana, Kunpeng Liu, John Bischof, Daryl M Gohl, Suhasa B Kodandaramaiah

Open access · greenAbstract read
In one paragraph

Article in Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.6field-weighted citation impact, top 19% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Conduction-Dominated Cryomesh for Organism Vitrification.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 2 institutions in 1 country.

Amey S Joshi
Andrew D Alegria
Benjamin Auch
Kanav Khosla
Jorge Blanco Mendana
Kunpeng Liu
John Bischof
Daryl M Gohl
Suhasa B Kodandaramaiah
University of Minnesota · USTwin Cities Orthopedics · US

Funding

Development of a novel method for cryopreservation of Drosophila melanogasterR24OD028444 · OD · UNIVERSITY OF MINNESOTA · PI GOHL, DARYL, HUBEL, ALLISON · 2020 to 2023
$2.4M
Image-guided robot for high-throughput microinjection of Drosophila embryosR21OD028214 · OD · UNIVERSITY OF MINNESOTA · PI GOHL, DARYL, KODANDARAMAIAH, SUHASA B · 2019 to 2020
$407k
NIH HHS R21 OD028214NIH HHS R24 OD028444
6 · The paper itself

Abstract

Microinjection is a widely used technique employed by biologists with applications in transgenesis, cryopreservation, mutagenesis, labeling/dye injection and in-vitro fertilization. However, microinjection is an extremely laborious manual procedure, which makes it a critical bottleneck in the field and thus ripe for automation. Here, we present a computer-guided robot that automates the targeted microinjection of Drosophila melanogaster and zebrafish (Danio rerio) embryos, two important model organisms in biological research. The robot uses a series of cameras to image an agar plate containing embryos at multiple magnifications and perspectives. This imaging is combined with machine learning and computer vision algorithms to pinpoint a location on the embryo for targeted microinjection with microscale precision. We demonstrate the utility of this microinjection robot to successfully microinject Drosophila melanogaster and zebrafish embryos. Results obtained indicate that the robotic microinjection approach can significantly increase the throughput of microinjection as compared to manual microinjection while maintaining survival rates comparable to human operators. In the future, this robotic platform can be used to perform high throughput microinjection experiments and can be extended to automatically microinject a host of organisms such as roundworms (Caenorhabditis elegans), mosquito (Culicidae) embryos, sea urchins (Echinoidea) and frog (Xenopus) oocytes.

Indexed as

RoboticsRobotic Surgical ProceduresAnimalsDrosophila melanogasterMicroinjectionsZebrafish

Identifiers

PMID34892294
PMCPMC8966898
OpenAlexW4200032880

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.