Evidence map›Paper›PMID 40773238›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

CRISPR-Cas9 screening reveals microproteins regulating adipocyte proliferation and lipid metabolism.

Victor J Pai, Huanqi Shan, Cynthia J Donaldson, Joan M Vaughan, Eduardo V De Souza, Carolyn O'Connor, Michelle Liem, Antonio F M Pinto, Jolene Diedrich, Alan Saghatelian

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. De Novo Genes: Current Status and Future Goals.Genome biology and evolution · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Victor J PaiClayton Foundation Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037.
Huanqi ShanClayton Foundation Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037.
Cynthia J DonaldsonClayton Foundation Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037.
Joan M VaughanClayton Foundation Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037.
Eduardo V De SouzaClayton Foundation Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037.ORCID 0000-0003-2773-8550
Carolyn O'ConnorFlow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037.
Michelle LiemFlow Cytometry Core Facility, The Salk Institute for Biological Studies, La Jolla, CA 92037.ORCID 0009-0004-0542-7166
Antonio F M PintoMulti-Omics Core, The Scripps Research Institute, La Jolla, CA 92037.
Jolene DiedrichMulti-Omics Core, The Scripps Research Institute, La Jolla, CA 92037.
Alan SaghatelianClayton Foundation Peptide Biology Laboratories, The Salk Institute for Biological Studies, La Jolla, CA 92037.ORCID 0000-0002-0427-563X

Funding

An Encyclopedia of the Adipose Tissue Secretome to Identify Mediators of Health and DiseaseRC2DK129961 · NIDDK · ROCKEFELLER UNIVERSITY · PI CHAIT, BRIAN T, COHEN, PAUL · 2021 to 2025
$9.2M
The Discovery of Human Peptide Encoding GenesR01GM102491 · NIGMS · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI O'SHEA, CLODAGH, SAGHATELIAN, ALAN · 2012 to 2025
$5.5M
Spectral Configured Bigfoot Sorter for Salk Institute Flow Cytometry CoreS10OD034268 · OD · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI O'CONNOR, CAROLYN PEY-MIN · 2023 to 2023
$724k
BD FACSAria Fusion for Flow Cytometry Core FacilityS10OD023689 · OD · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI ZHENG, YE · 2018 to 2018
$530k
Trimming the fat with small proteins: Micropeptides in adipogenesisF32DK132927 · NIDDK · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI PAI, VICTOR JIEH PONG · 2022 to 2024
$226k
Ferring Foundation ChairNIDDK NIH HHS F32 DK132927NIDDK NIH HHS RC2 DK129961NIGMS NIH HHS R01 GM102491NIH HHS S10 OD023689NIH HHS S10 OD034268
6 · The paper itself

Abstract

Small open reading frames (smORFs) encode microproteins that play crucial roles in various biological processes, yet their functions in adipocyte biology remain largely unexplored. In a previous study, we identified thousands of smORFs in white and brown adipocytes derived from the stromal vascular fraction of mice using ribosome profiling. Here, we expand on this work by identifying additional smORFs related to adipocytes using the in vitro 3T3-L1 preadipocyte model. To systematically investigate the functional relevance of these smORFs, we designed a custom CRISPR/Cas9 single guide RNA (sgRNA) library and screened for smORFs influencing adipocyte proliferation and differentiation. Through a dropout screen and fluorescence-assisted cell sorting of lipid droplets, we identified dozens of smORFs that regulate either cell proliferation or lipid accumulation. The smORFs on the 5'- and 3'-untranslated regions (i.e., upstream smORFs (uORFs) and downstream smORFs (dORFs)) of functional genes can exert activity through cis-regulatory effects of the main ORF on these messenger RNAs (mRNAs), such as uORFs of MDM2 that impact proliferation. However, other smORFs, especially those from mRNAs with no other ORFs, point to a functional microprotein. Indeed, we tested a candidate smORF 1183 from a long noncoding RNA 923011K14Rik and demonstrated that the microprotein regulates adipocyte differentiation. These findings highlight the potential of CRISPR/Cas9-based screening to uncover functional smORFs and provide a framework for further exploration of microproteins in adipocyte biology and metabolic regulation.

Indexed as

AdipocytesCell ProliferationCRISPR-Cas SystemsLipid Metabolism3T3-L1 CellsAnimalsCell DifferentiationMiceMicropeptidesOpen Reading FramesMicropeptidesadipogenesisCRISPRlipidmicroproteinsmORF

Identifiers

PMID40773238
PMCPMC12358916

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.