First quantitative high-throughput screen in zebrafish identifies novel pathways for increasing pancreatic β-cell mass

  1. Guangliang Wang
  2. Surendra K Rajpurohit
  3. Fabien Delaspre
  4. Steven L Walker
  5. David T White
  6. Alexis Ceasrine
  7. Rejji Kuruvilla
  8. Ruo-jing Li
  9. Joong S Shim
  10. Jun O Liu
  11. Michael J Parsons
  12. Jeff S Mumm  Is a corresponding author
  1. Johns Hopkins University, United States
  2. Georgia Regents University, United States
  3. University of Macau, China

Abstract

Whole-organism chemical screening can circumvent bottlenecks that impede drug discovery. However, in vivo screens have not attained throughput capacities possible with in vitro assays. We therefore developed a method enabling in vivo high-throughput screening (HTS) in zebrafish, termed automated reporter quantification in vivo (ARQiv). Here, ARQiv was combined with robotics to fully actualize whole-organism HTS (ARQiv-HTS). In a primary screen, this platform quantified cell-specific fluorescent reporters in >500,000 transgenic zebrafish larvae to identify FDA-approved drugs that increased the number of insulin-producing β cells in the pancreas. Twenty-four drugs were confirmed as inducers of endocrine differentiation and/or stimulators of β-cell proliferation. Further, we discovered novel roles for NF-κB signaling in regulating endocrine differentiation and for serotonergic signaling in selectively stimulating β-cell proliferation. These studies demonstrate the power of ARQiv-HTS for drug discovery and provide unique insights into signaling pathways controlling β-cell mass, potential therapeutic targets for treating diabetes.

Article and author information

Author details

  1. Guangliang Wang

    McKusick-Nathans Institute for Genetic Medicine, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  2. Surendra K Rajpurohit

    Department of Cellular Biology and Anatomy, Georgia Regents University, Augusta, United States
    Competing interests
    No competing interests declared.
  3. Fabien Delaspre

    McKusick-Nathans Institute for Genetic Medicine, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  4. Steven L Walker

    Department of Cellular Biology and Anatomy, Georgia Regents University, Augusta, United States
    Competing interests
    No competing interests declared.
  5. David T White

    Wilmer Eye Institute, Johns Hopkins University, Augusta, United States
    Competing interests
    No competing interests declared.
  6. Alexis Ceasrine

    Department of Biology, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  7. Rejji Kuruvilla

    Department of Biology, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  8. Ruo-jing Li

    Pharmacology and Molecular Sciences, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  9. Joong S Shim

    Faculty of Health Sciences, University of Macau, Macau, China
    Competing interests
    No competing interests declared.
  10. Jun O Liu

    Pharmacology and Molecular Sciences, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  11. Michael J Parsons

    McKusick-Nathans Institute for Genetic Medicine, Johns Hopkins University, Baltimore, United States
    Competing interests
    No competing interests declared.
  12. Jeff S Mumm

    Wilmer Eye Institute, Johns Hopkins University, Baltimore, United States
    For correspondence
    jmumm3@jhmi.edu
    Competing interests
    Jeff S Mumm, acts as a consultant for, Luminomics Inc., a company which uses drug discovery techniques applied in thetext.

Ethics

Animal experimentation: This study was performed in strict accordance with the recommendations in the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health. All of the animals were handled according to approved animal care and use committee (ACUC) protocols of Johns Hopkins University and Georgia Regents University

Copyright

© 2015, Wang et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 6,522
    views
  • 1,269
    downloads
  • 80
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Guangliang Wang
  2. Surendra K Rajpurohit
  3. Fabien Delaspre
  4. Steven L Walker
  5. David T White
  6. Alexis Ceasrine
  7. Rejji Kuruvilla
  8. Ruo-jing Li
  9. Joong S Shim
  10. Jun O Liu
  11. Michael J Parsons
  12. Jeff S Mumm
(2015)
First quantitative high-throughput screen in zebrafish identifies novel pathways for increasing pancreatic β-cell mass
eLife 4:e08261.
https://doi.org/10.7554/eLife.08261

Share this article

https://doi.org/10.7554/eLife.08261

Further reading

    1. Cell Biology
    Tomoharu Kanie, Roy Ng ... Peter K Jackson
    Research Article

    The primary cilium is a microtubule-based organelle that cycles through assembly and disassembly. In many cell types, formation of the cilium is initiated by recruitment of ciliary vesicles to the distal appendage of the mother centriole. However, the distal appendage mechanism that directly captures ciliary vesicles is yet to be identified. In an accompanying paper, we show that the distal appendage protein, CEP89, is important for the ciliary vesicle recruitment, but not for other steps of cilium formation (Tomoharu Kanie, Love, Fisher, Gustavsson, & Jackson, 2023). The lack of a membrane binding motif in CEP89 suggests that it may indirectly recruit ciliary vesicles via another binding partner. Here, we identify Neuronal Calcium Sensor-1 (NCS1) as a stoichiometric interactor of CEP89. NCS1 localizes to the position between CEP89 and a ciliary vesicle marker, RAB34, at the distal appendage. This localization was completely abolished in CEP89 knockouts, suggesting that CEP89 recruits NCS1 to the distal appendage. Similarly to CEP89 knockouts, ciliary vesicle recruitment as well as subsequent cilium formation was perturbed in NCS1 knockout cells. The ability of NCS1 to recruit the ciliary vesicle is dependent on its myristoylation motif and NCS1 knockout cells expressing a myristoylation defective mutant failed to rescue the vesicle recruitment defect despite localizing properly to the centriole. In sum, our analysis reveals the first known mechanism for how the distal appendage recruits the ciliary vesicles.

    1. Cell Biology
    Ling Cheng, Ian Meliala ... Mikael Björklund
    Research Article

    Mitochondrial dysfunction is involved in numerous diseases and the aging process. The integrated stress response (ISR) serves as a critical adaptation mechanism to a variety of stresses, including those originating from mitochondria. By utilizing mass spectrometry-based cellular thermal shift assay (MS-CETSA), we uncovered that phosphatidylethanolamine-binding protein 1 (PEBP1), also known as Raf kinase inhibitory protein (RKIP), is thermally stabilized by stresses which induce mitochondrial ISR. Depletion of PEBP1 impaired mitochondrial ISR activation by reducing eukaryotic translation initiation factor 2α (eIF2α) phosphorylation and subsequent ISR gene expression, which was independent of PEBP1’s role in inhibiting the RAF/MEK/ERK pathway. Consistently, overexpression of PEBP1 potentiated ISR activation by heme-regulated inhibitor (HRI) kinase, the principal eIF2α kinase in the mitochondrial ISR pathway. Real-time interaction analysis using luminescence complementation in live cells revealed an interaction between PEBP1 and eIF2α, which was disrupted by eIF2α S51 phosphorylation. These findings suggest a role for PEBP1 in amplifying mitochondrial stress signals, thereby facilitating an effective cellular response to mitochondrial dysfunction. Therefore, PEBP1 may be a potential therapeutic target for diseases associated with mitochondrial dysfunction.