Evidence map›Paper›PMID 41922342›Full record

ArticleNature communications2026

MIC-Drop-seq: scalable single-cell phenotyping of mutant vertebrate embryos.

Clayton M Carey, Saba Parvez, Zachary J Brandt, Brent W Bisgrove, Christopher J Yates, Randall T Peterson, James A Gagnon

Abstract read
In one paragraph

Article in Nature communications, 2026. 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
–field-weighted citation impact
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.

  1. Plag1 Regulates Sensorimotor Modulation in Zebrafish.International journal of developmental neuroscience : the official journal of the International Society for Developmental Neuroscience · 2026
    Article
  2. Zebrafish as a Model System for Polycystic Kidney Disease: Lessons from ift140 Mutants.Journal of the American Society of Nephrology : JASN · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Clayton M Carey *School of Biological Sciences, University of Utah, Salt Lake City, UT, USA.
Saba Parvez *Department of Pharmacology and Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA.
Zachary J BrandtDepartment of Pharmacology and Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA.
Brent W BisgroveSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID http://orcid.org/0000-0002-0665-6401
Christopher J YatesDepartment of Pharmacology and Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA.ORCID http://orcid.org/0000-0003-0884-1122
Randall T PetersonDepartment of Pharmacology and Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA. randall.peterson@pharm.utah.edu.ORCID http://orcid.org/0000-0003-0727-3469
James A GagnonSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA. james.gagnon@utah.edu.ORCID http://orcid.org/0000-0003-3978-6058

Funding

ADVANCING ZINC FINGER NUCLEASES FOR TARGETED GENOME MANIPULATIONR01GM088040 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI JOUNG, J. KEITH, PETERSON, RANDALL T · 2009 to 2016
$4.5M
ADVANCING GENE-EDITING NUCLEASES FOR DIVERSE ZEBRAFISH APPLICATIONSR01GM134069 · NIGMS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI RANDALL T PETERSON · 2019 to 2026
$3.7M
Cellular and molecular mechanisms of vertebrate testis homeostasisR35GM142950 · NIGMS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI James Alan Gagnon · 2021 to 2026
$2.5M
Multimodal phenotyping of zebrafish models of human diseaseR24OD035409 · OD · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI James Alan Gagnon, RANDALL T PETERSON · 2024 to 2026
$2.3M
In vivo functional screen of noncoding genetic elementsR00HG012593 · NHGRI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Saba Parvez · 2024 to 2026
$747k
Integrated multimodal phenotyping of zebrafish models of human cognitive disordersK01HG013682 · NHGRI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Clayton Carey · 2024 to 2026
$487k
Recording the cellular origins of cardiac regenerationF32HL156644 · NHLBI · UNIVERSITY OF UTAH · PI CAREY, CLAYTON · 2021 to 2023
$219k
NHGRI NIH HHS K01 HG013682NIGMS NIH HHS R01 GM088040NIGMS NIH HHS R01 GM134069NIH HHS R24 OD035409U.S. Department of Health & Human Services | National Institutes of Health (NIH) F32HL156644U.S. Department of Health & Human Services | National Institutes of Health (NIH) K01HG013682U.S. Department of Health & Human Services | National Institutes of Health (NIH) R00HG012593U.S. Department of Health & Human Services | National Institutes of Health (NIH) R01GM134069U.S. Department of Health & Human Services | National Institutes of Health (NIH) R24OD035409U.S. Department of Health & Human Services | National Institutes of Health (NIH) R35GM142950
6 · The paper itself

Abstract

Pooled perturbation screens can reveal cellular regulatory networks, yet scaling these techniques for large-scale screens in animals remains challenging. Here we present MIC-Drop-seq, a technique that addresses these challenges by combining high-throughput CRISPR gene disruption in zebrafish embryos with phenotyping by multiplexed single-cell RNAseq. In one MIC-Drop-seq experiment, we simultaneously identified changes in gene expression and cell abundance across 74 cell types resulting from loss of function of 50 transcription factors. These observations recapitulate many known phenotypes, while also uncovering previously uncharacterized roles for transcription factors in brain and mesoderm development. A key advantage of whole-animal screens is that they reveal how changes in one cell type affect the development of other cell types. Surprisingly, such cell-extrinsic phenotypes are abundant, indicating that transcription factors frequently exert effects beyond the cells where they are expressed to adjacent cells. We propose that MIC-Drop-seq will facilitate efforts to dissect the complete gene regulatory networks that guide animal development.

Indexed as

Embryo, NonmammalianSingle-Cell AnalysisZebrafishAnimalsCRISPR-Cas SystemsGene Expression Regulation, DevelopmentalGene Regulatory NetworksMesodermMutationPhenotypeSequence Analysis, RNASingle-Cell Gene Expression AnalysisTranscription FactorsZebrafish ProteinsTranscription FactorsZebrafish Proteins

Identifiers

PMID41922342
PMCPMC13216532

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LicenceCC BY-NC-ND
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Registered trials

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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.