Evidence map›Paper›PMID 40475436›Full record

ArticlebioRxiv : the preprint server for biology2025

Barcoded monoclonal embryoids are a potential solution to confounding bottlenecks in mosaic organoid screens.

Samuel G Regalado, Chengxiang Qiu, Jean-Benoît Lalanne, Beth K Martin, Madeleine Duran, Cole Trapnell, Aidan Keith, Silvia Domcke, Jay Shendure

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Samuel G RegaladoDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Chengxiang QiuDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Jean-Benoît LalanneDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Beth K MartinDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Madeleine DuranDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Cole TrapnellDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Aidan KeithDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Silvia DomckeDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.
Jay ShendureDepartment of Genome Sciences, University of Washington, Seattle, WA, USA.

Funding

UW 4-Dimensional Genomic Organization of Mammalian Embryogenesis CenterUM1HG011586 · NHGRI · UNIVERSITY OF WASHINGTON · PI DISTECHE, CHRISTINE M., NOBLE, WILLIAM STAFFORD · 2020 to 2024
$10.3M
Versatile, exponentially scalable methods for single cell molecular profilingR01HG010632 · NHGRI · UNIVERSITY OF WASHINGTON · PI Jay Ashok Shendure, Bruce Colston Trapnell · 2019 to 2026
$5.9M
Optimization of a massively parallel genome editing approach to link regulatory elements to their target genes during mouse germ layer formationF31HG011576 · NHGRI · UNIVERSITY OF WASHINGTON · PI REGALADO, SAMUEL · 2021 to 2024
$208k
NHGRI NIH HHS F31 HG011576NHGRI NIH HHS R01 HG010632NHGRI NIH HHS UM1 HG011586
6 · The paper itself

Abstract

Genetic screens in organoids hold tremendous promise for accelerating discoveries at the intersection of genomics and developmental biology. Embryoid bodies (EBs) are self-organizing multicellular structures that recapitulate aspects of early mammalian embryogenesis. We set out to perform a CRISPR screen perturbing all transcription factors (TFs) in murine EBs. Specifically, a library of TF-targeting guide RNAs (gRNAs) was used to generate mouse embryonic stem cells (mESCs) bearing single TF knockouts. Aggregates of these mESCs were induced to form mouse EBs, such that each resulting EB was 'mosaic' with respect to the TF perturbations represented among its constituent cells. Upon performing single cell RNA-seq (scRNA-seq) on cells derived from mosaic EBs, we found many TF perturbations exhibiting large and seemingly significant effects on the likelihood that individual cells would adopt certain fates, suggesting roles for these TFs in lineage specification. However, to our surprise, these results were not reproducible across biological replicates. Upon further investigation, we discovered cellular bottlenecks during EB differentiation that dramatically reduce clonal complexity, curtailing statistical power and confounding interpretation of mosaic screens. Towards addressing this challenge, we developed a scalable protocol in which each individual EB is monoclonally derived from a single mESC and genetically barcoded. In a proof-of-concept experiment, we show how these monoclonal EBs enable us to better quantify the consequences of TF perturbations as well as 'inter-individual' heterogeneity across EBs harboring the same genetic perturbation. Looking forward, monoclonal EBs and EB-derived organoids may be powerful tools not only for genetic screens, but also for modeling Mendelian disorders, as their underlying genetic lesions are overwhelmingly constitutional (

Identifiers

PMID40475436
PMCPMC12139999

What Socratic holds

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LicenceCC BY
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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 Socratic graph.