Evidence map›Paper›PMID 39375449›Full record

ArticleNature biotechnology2025

Multiplexed, image-based pooled screens in primary cells and tissues with PerturbView.

Takamasa Kudo, Ana M Meireles, Reuben Moncada, Yushu Chen, Ping Wu, Joshua Gould, Xiaoyu Hu, Opher Kornfeld, Rajiv Jesudason, Conrad Foo and 29 more

Erratum issuedAbstract read
PubMed Publisher
In one paragraph

Article in Nature biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 50 papers.

0numbers the graph read from it
0cells of the map it votes in
50citing 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

50 citing papers in PubMed.

  1. Article
  2. Review
  3. A pooled image-based CRISPR screen identifies EAF1 as abioRxiv : the preprint server for biology · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Virtual cell: Current perspectives and future prospects.The Journal of international medical research · 2026
    Review
  11. Article
  12. Article
  13. The one-week automated genome-wide optical pooled screen.bioRxiv : the preprint server for biology · 2026
    Article
  14. Article
  15. Article
  16. Probing neuropsychiatric disorders through in vivo CRISPR screening.Current opinion in genetics & development · 2026
    Review
  17. Review
  18. Review
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

39 authors.

Takamasa KudoGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Ana M MeirelesGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Reuben MoncadaGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Yushu ChenGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Ping WuGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Joshua GouldGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Xiaoyu HuGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Opher KornfeldGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Rajiv JesudasonGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Conrad FooGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Burkhard HöckendorfGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Hector Corrada BravoGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Jason P TownGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Runmin WeiGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Antonio RiosGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-6717-2267
Vineethkrishna ChandrasekarGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Melanie HeinleinGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.ORCID http://orcid.org/0000-0001-6194-7159
Amy S ChuongGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Shuangyi CaiGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Cherry Sakura LuGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Paula CoelhoGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-7006-4523
Monika MisGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Cemre CelenGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Noelyn KljavinGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Jian JiangGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
David RichmondGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Pratiksha ThakoreGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Elia Benito-GutiérrezGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Kathryn Geiger-SchullerGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Jose Sergio HleapGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.ORCID http://orcid.org/0000-0003-2602-5276
Nobuhiko KayagakiGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Felipe de Sousa E MeloGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-9558-3098
Lisa McGinnisGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Bo LiGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.ORCID http://orcid.org/0000-0003-0668-1620
Avtar SinghGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Levi GarrawayGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Orit Rozenblatt-RosenGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA.
Aviv RegevGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA. regeva@gene.com.ORCID http://orcid.org/0000-0003-3293-3158
Eric LubeckGenentech Research and Early Development, Genentech, Inc., South San Francisco, CA, USA. lubecke@gene.com.ORCID http://orcid.org/0000-0002-5457-0258

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Optical pooled screening (OPS) is a scalable method for linking image-based phenotypes with cellular perturbations. However, it has thus far been restricted to relatively low-plex phenotypic readouts in cancer cell lines in culture due to limitations associated with in situ sequencing of perturbation barcodes. Here, we develop PerturbView, an OPS technology that leverages in vitro transcription to amplify barcodes before in situ sequencing, enabling screens with highly multiplexed phenotypic readouts across diverse systems, including primary cells and tissues. We demonstrate PerturbView in induced pluripotent stem cell-derived neurons, primary immune cells and tumor tissue sections from animal models. In a screen of immune signaling pathways in primary bone marrow-derived macrophages, PerturbView uncovered both known and novel regulators of NF-κB signaling. Furthermore, we combine PerturbView with spatial transcriptomics in tissue sections from a mouse xenograft model, paving the way to in situ screens with rich optical and transcriptomic phenotypes. PerturbView broadens the scope of OPS to a wide range of models and applications.

Indexed as

Image Interpretation, Computer-AssistedAnimalsHumansInduced Pluripotent Stem CellsMacrophagesMiceNeuronsNF-kappa BPhenotypeSequence Analysis, DNASignal TransductionNF-kappa B

Identifiers

What OpenQuestion holds

Textmetadata
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.