Evidence map›Paper›PMID 27831568›Full record

ArticleNature protocols2016

ARQiv-HTS, a versatile whole-organism screening platform enabling in vivo drug discovery at high-throughput rates.

David T White, Arife Unal Eroglu, Guohua Wang, Liyun Zhang, Sumitra Sengupta, Ding Ding, Surendra K Rajpurohit, Steven L Walker, Hongkai Ji, Jiang Qian and 1 more

Abstract read
In one paragraph

Article in Nature protocols, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
3.2field-weighted citation impact, top 9% 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

31 citing papers in PubMed, 50 citations in OpenAlex.

  1. Article
  2. Formononetin attenuates glucocorticoid-induced osteoporosis via multiple osteoimmunological pathways: evidence from zebrafish and network pharmacology.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2026
    Article
  3. Article
  4. Review
  5. Zebrafish as a Model for Translational Immuno-Oncology.Journal of personalized medicine · 2025
    Review
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Development ofCells · 2021
    Article
  17. Article
  18. Article
  19. Article
  20. Rods Contribute to Visual Behavior in Larval Zebrafish.Investigative ophthalmology & visual science · 2020
    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

11 authors at 3 institutions in 1 country.

David T WhiteDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Arife Unal ErogluDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Guohua WangDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Liyun ZhangDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Sumitra SenguptaDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Ding DingDepartment of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA.
Surendra K RajpurohitDepartment of Cellular Biology and Anatomy, Augusta University, Augusta, Georgia, USA.
Steven L WalkerDepartment of Cellular Biology and Anatomy, Augusta University, Augusta, Georgia, USA.
Hongkai JiDepartment of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA.
Jiang QianDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Jeff S MummDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Johns Hopkins University · USAugusta University · USJohns Hopkins Medicine · US

Funding

Wilmer Core Grant for Vision ResearchP30EY001765 · NEI · JOHNS HOPKINS UNIVERSITY · PI Ji Yi · 1985 to 2026
$22.1M
High-Throughput Screen For FDA Approved Drugs That Amplify Beta-Cell Mass In VivoRC4DK090816 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI HUSSAIN, MEHBOOB A, LIU, JUN O. · 2010 to 2010
$2.5M
Genetic and Chemical Screens for Factors Regulating Retinal RegenerationR01EY022810 · NEI · JOHNS HOPKINS UNIVERSITY · PI MUMM, JEFFREY · 2013 to 2017
$2.1M
New Transgenic Tools for Studying Neural Circuit FormationR21MH083614 · NIMH · AUGUSTA UNIVERSITY · PI MUMM, JEFFREY · 2008 to 2009
$404k
Robotic whole organism HTS platform for drug discovery and developmentR41TR000945 · NCATS · LUMINOMICS, INC. · PI MUMM, JEFFREY · 2014 to 2014
$225k
Genetic Circuitry of Cell-specific Retinal Neuron RegenerationF31EY021713 · NEI · AUGUSTA UNIVERSITY · PI WALKER, STEVEN LESTER · 2012 to 2014
$71k
NCATS NIH HHS R41 TR000945NEI NIH HHS F31 EY021713NEI NIH HHS P30 EY001765NEI NIH HHS R01 EY022810NIDDK NIH HHS RC4 DK090816NIMH NIH HHS R21 MH083614
6 · The paper itself

Abstract

The zebrafish has emerged as an important model for whole-organism small-molecule screening. However, most zebrafish-based chemical screens have achieved only mid-throughput rates. Here we describe a versatile whole-organism drug discovery platform that can achieve true high-throughput screening (HTS) capacities. This system combines our automated reporter quantification in vivo (ARQiv) system with customized robotics, and is termed 'ARQiv-HTS'. We detail the process of establishing and implementing ARQiv-HTS: (i) assay design and optimization, (ii) calculation of sample size and hit criteria, (iii) large-scale egg production, (iv) automated compound titration, (v) dispensing of embryos into microtiter plates, and (vi) reporter quantification. We also outline what we see as best practice strategies for leveraging the power of ARQiv-HTS for zebrafish-based drug discovery, and address technical challenges of applying zebrafish to large-scale chemical screens. Finally, we provide a detailed protocol for a recently completed inaugural ARQiv-HTS effort, which involved the identification of compounds that elevate insulin reporter activity. Compounds that increased the number of insulin-producing pancreatic beta cells represent potential new therapeutics for diabetic patients. For this effort, individual screening sessions took 1 week to conclude, and sessions were performed iteratively approximately every other day to increase throughput. At the conclusion of the screen, more than a half million drug-treated larvae had been evaluated. Beyond this initial example, however, the ARQiv-HTS platform is adaptable to almost any reporter-based assay designed to evaluate the effects of chemical compounds in living small-animal models. ARQiv-HTS thus enables large-scale whole-organism drug discovery for a variety of model species and from numerous disease-oriented perspectives.

Indexed as

AnimalsDrug Evaluation, PreclinicalHigh-Throughput Screening AssaysTime FactorsZebrafish

Identifiers

PMID27831568
PMCPMC5568077
OpenAlexW2551232629

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.