Evidence map›Paper›PMID 41291229›Full record

ArticleNature biotechnology2025

Multiplexed profiling of transcriptional regulators in plant cells.

Simon Alamos, Lucas Waldburger, Amanda Dee, Lauren A Owens, Rohan Rattan, Shirlyne Ong, Patrick M Shih

Abstract read
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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. 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. Review
  2. Review
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

7 authors.

Simon Alamos *Joint BioEnergy Institute, Emeryville, CA, USA.
Lucas Waldburger *Joint BioEnergy Institute, Emeryville, CA, USA.
Amanda DeeJoint BioEnergy Institute, Emeryville, CA, USA.ORCID http://orcid.org/0009-0008-6312-4058
Lauren A OwensJoint BioEnergy Institute, Emeryville, CA, USA.
Rohan RattanDepartment of Bioengineering, University of California, Berkeley, Berkeley, CA, USA.ORCID http://orcid.org/0009-0003-1874-7102
Shirlyne OngDepartment of Plant and Microbial Biology, University of California, Berkeley, Berkeley, CA, USA.
Patrick M ShihJoint BioEnergy Institute, Emeryville, CA, USA. pmshih@berkeley.edu.ORCID http://orcid.org/0000-0002-2119-3345

Funding

National Science Foundation (NSF) GRFPU.S. Department of Energy (DOE) DE-AC02-05CH11231
6 · The paper itself

Abstract

Transcriptional regulators play key roles in plant growth, development and environmental responses; however, understanding how their regulatory activity is encoded at the protein level has been hindered by a lack of multiplexed large-scale methods to characterize protein libraries in planta. Here we present enrichment of nuclear trans-elements reporter assay in plants with sequencing (ENTRAP-seq), a high-throughput method that introduces protein-coding libraries into plant cells to drive a nuclear magnetic sorting-based reporter, enabling multiplexed measurement of regulatory activity from thousands of protein variants. Using ENTRAP-seq and machine learning, we screen 1,495 plant viruses and identify hundreds of putative transcriptional regulatory domains found in structural proteins and enzymes not associated with gene regulation. In addition, we combine ENTRAP-seq with machine-guided design to engineer the activity of a plant transcription factor in a semirational fashion. Our findings demonstrate how scalable protein function assays deployed in planta will enable the characterization of natural and synthetic coding diversity in plants.

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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.