Evidence map›Paper›PMID 41540035›Full record

ArticleNature communications2026

Development of a split-toxin CRISPR screening platform to systematically identify regulators of human myoblast fusion.

Haifeng Zhang, Renjie Shang, Zheng Zhang, Min Zhou, Anne Bigot, Yanqing Cai, Yanran Zhao, Yushu Wang, Aaryahi Deshmukh, Elena Kudryashova and 4 more

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

14 authors.

Haifeng Zhang *Center for Molecular Medicine, University of Georgia, Athens, GA, USA.ORCID http://orcid.org/0000-0002-5126-4490
Renjie Shang *Department of Genetics, University of Georgia, Athens, GA, USA.
Zheng Zhang *Department of Genetics, University of Georgia, Athens, GA, USA.
Min ZhouCenter for Molecular Medicine, University of Georgia, Athens, GA, USA.
Anne BigotCenter for Research in Myology UMRS974, Sorbonne Université, INSERM, Myology Institute AIM, Paris, France.ORCID http://orcid.org/0000-0003-0337-5425
Yanqing CaiCenter for Molecular Medicine, University of Georgia, Athens, GA, USA.
Yanran ZhaoDepartment of Cellular Biology, University of Georgia, Athens, GA, USA.ORCID http://orcid.org/0009-0002-5258-0329
Yushu WangDepartment of Genetics, University of Georgia, Athens, GA, USA.
Aaryahi DeshmukhDepartment of Genetics, University of Georgia, Athens, GA, USA.ORCID http://orcid.org/0009-0005-8061-0769
Elena KudryashovaDepartment of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, USA.
Dmitri S KudryashovDepartment of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0000-0003-1782-3305
Cuiyu HeDepartment of Mathematics, University of Georgia, Athens, GA, USA.
Vincent MoulyCenter for Research in Myology UMRS974, Sorbonne Université, INSERM, Myology Institute AIM, Paris, France.
Pengpeng BiCenter for Molecular Medicine, University of Georgia, Athens, GA, USA. pbi@uga.edu.ORCID http://orcid.org/0000-0002-9871-6773

Funding

Spatial genetics investigation of multinucleated cells -Administrative Supplement - EquipmentR35GM147209 · NIGMS · UNIVERSITY OF GEORGIA · PI Pengpeng Bi · 2022 to 2026
$2.1M
Discover the Boosters of Myoblast FusionR21AR080330 · NIAMS · UNIVERSITY OF GEORGIA · PI BI, PENGPENG · 2022 to 2023
$365k
NIAMS NIH HHS R21 AR080330NIGMS NIH HHS R35 GM147209U.S. Department of Health & Human Services | NIH | National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS) AR080330U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) GM147209
6 · The paper itself

Abstract

Muscle defects are common in human developmental disorders and often cause severe functional impairment. These defects arise from intricate tissue crosstalk and rare genetic mutations, underscoring the need to systematically identify cell-autonomous mechanisms regulating human myogenesis. Here we show a rationally designed, high-throughput genetic screening platform that integrates human myoblast models, customized CRISPR libraries, and a split-toxin strategy that enables quantitative selection of fusion-defective myocytes. Leveraging this platform, our initial screen uncovers a large group of hits essential for human myoblast fusion. The majority of these hits converge into 23 protein complexes. Notably, mutations in 41 screen hits are associated with human diseases marked by abnormal skeletal-muscle morphology. Applying a new single-cell CRISPR & RNA-seq approach, we show that majority of these hits control human myoblast fusion as well as influence early-stage myogenic differentiation. This work establishes a scalable approach to identify cell-autonomous regulators of human muscle differentiation and fusion.

Indexed as

Clustered Regularly Interspaced Short Palindromic RepeatsCRISPR-Cas SystemsMuscle DevelopmentMyoblastsCell DifferentiationCell FusionCell LineHumansMuscle, SkeletalMutation

Identifiers

PMID41540035
PMCPMC12808753

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.