Evidence map›Paper›PMID 41816907›Full record

ArticleNucleic acids research2026

Mapping the phenotypic landscape of a transcriptional repressor using deep mutational scanning and growth-based quantitative sequencing.

Zachary Jansen, Xuan Le, Qiyao Wei, Devon L Kulhanek, Nina Alperovich, Olga Vasilyeva, Andrew R Gilmour, David Ross, Ross Thyer

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. 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.

Zachary JansenSystems, Synthetic, and Physical Biology, Rice University, Houston, TX 77005, United States.
Xuan LeDepartment of Chemical and Biomolecular Engineering, Rice University, Houston, TX 77005, United States.
Qiyao WeiDepartment of Bioengineering, Rice University, Houston, TX 77030,  United States.
Devon L KulhanekDepartment of Chemical and Biomolecular Engineering, Rice University, Houston, TX 77005, United States.
Nina AlperovichNational Institute of Standards and Technology, Gaithersburg, MD 20899, United States.
Olga VasilyevaNational Institute of Standards and Technology, Gaithersburg, MD 20899, United States.
Andrew R GilmourSystems, Synthetic, and Physical Biology, Rice University, Houston, TX 77005, United States.
David RossNational Institute of Standards and Technology, Gaithersburg, MD 20899, United States.ORCID 0000-0002-7790-218X
Ross ThyerDepartment of Chemical and Biomolecular Engineering, Rice University, Houston, TX 77005, United States.ORCID 0000-0002-0356-5790

Funding

Cancer Prevention and Research Institute of Texas RP210116Genetic Design and Engineering CenterNIST DOC 70NANB21H102Rice UniversityThe Welch Foundation C-2167-20230405
6 · The paper itself

Abstract

CymR is a TetR-family transcriptional repressor that recognizes a well-defined operator sequence in the promoter PcymRC. The native ligand cumate and several structurally related aromatic acids bind at an allosteric site and induce a conformational change in CymR, resulting in release from the DNA operator and de-repression of the promoter. The amino acid residues that contribute to these core functions have not been mapped, nor has the protein been subjected to extensive mutagenesis to modify its function. Here, for the first time, we integrate deep mutational scanning with growth-based quantitative sequencing to evaluate a comprehensive phenotypic landscape of CymR variants, including single amino acid insertions and deletions. We measure this library across a concentration gradient of small molecule inducers to construct an induction curve for all library members. From this analysis, we identify amino acids throughout the protein that are essential for repressor function and discover several mutations that improve the sensitivity of CymR to the ligand perillic acid. In addition, rarely investigated insertion mutants are revealed to be a key driver of novel phenotypes, including several regions of CymR where insertions result in an inverted phenotype and the isolation of variants exhibiting an unusual band-stop phenotype.

Indexed as

Escherichia coli ProteinsRepressor ProteinsDNA Mutational AnalysisHigh-Throughput Nucleotide SequencingMutationPhenotypeEscherichia coli ProteinsRepressor Proteins

Identifiers

PMID41816907
PMCPMC12980060

What OpenQuestion holds

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LicenceCC BY-NC
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.