Evidence map›Paper›PMID 42234581›Full record

ArticleNucleic acids research2026

Sequence-directed covalent protein-RNA linkages in a single step using engineered HUH-tags.

Adam T Smiley, Calvin J Thoma, Natalia S Babilonia-Díaz, August J Krueger, Andrew C D Lemmex, Aspen J Hughes, Matthew R Pawlak, Kassidy J Tompkins, Robert P Connacher, Hideki Aihara and 1 more

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. 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. Directed evolution of a sequence-specific covalent protein tag for RNA labeling.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Adam T SmileyDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Calvin J ThomaDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Natalia S Babilonia-DíazDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
August J KruegerDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Andrew C D LemmexDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Aspen J HughesDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Matthew R PawlakDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.ORCID 0000-0003-3834-2164
Kassidy J TompkinsDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Robert P ConnacherDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.
Hideki AiharaDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.ORCID 0000-0001-7508-6230
Wendy R GordonDepartment of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, MN 55455, United States.ORCID 0000-0001-7696-5560

Funding

TRAINING PROGRAM IN MUSCLE RESEARCHT32AR007612 · NIAMS · UNIVERSITY OF MINNESOTA TWIN CITIES · PI JAMES M ERVASTI, DAWN A LOWE · 2001 to 2026
$11.3M
Structural studies of viral replication and invasionR35GM118047 · NIGMS · UNIVERSITY OF MINNESOTA · PI Hideki Aihara · 2016 to 2026
$6.3M
Mechanism and modulation of Amyloid Precursor Protein proteolysisR35GM119483 · NIGMS · UNIVERSITY OF MINNESOTA · PI WENDY RYAN GORDON · 2016 to 2026
$4.6M
Training the Next Generation of Chemical BiologistsT32GM132029 · NIGMS · UNIVERSITY OF MINNESOTA · PI Erin Elizabeth Carlson, William Charles Krause Pomerantz · 2019 to 2026
$2.7M
Center for Genome Engineering at the University of MinnesotaNIGMS NIH HHS R35 GM119483NIGMS NIH HHS T32AR007612NIGMS NIH HHS T32GM132029NIH HHS R35 GM118047
6 · The paper itself

Abstract

Replication-initiating HUH-endonucleases (reps) are enzymes that form covalent bonds with single-stranded DNA (ssDNA) in a sequence-specific manner to initiate rolling circle replication in plasmids and viruses. These nucleases have been co-opted for use in biotechnology as sequence-directed protein-ssDNA bioconjugation fusion partners dubbed 'HUH-tags'. Here, we describe the engineering and in vitro characterization of a series of laboratory evolved HUH-tag derivatives of PCV2 called E1 and E2. E2 is capable of forming robust covalent bonds with unmodified RNA substrates in a sequence-specific manner. We show that promiscuous rep-RNA interaction can be enhanced through directed evolution from nearly undetectable levels in wildtype enzymes to robust reactivity in final engineered iterations. Subsequent in vitro characterization revealed that engineered enzymes have dramatically increased activity on both cognate ssDNA and noncognate ssRNA substrates. We benchmark our engineered proteins against an engineered variant called rHUH described in recent work from another laboratory pursuing the same function, and we perform an extensive analysis of sequence specificity across a range of metal ion concentrations. Together, these results establish a new class of RNA-reactive HUH-tags that expand the biochemical repertoire of this enzyme family and provide a promising platform for site-specific protein-RNA covalent bioconjugation. This technology has the potential to unlock diverse new applications in biotechnology and molecular engineering.

Indexed as

EndodeoxyribonucleasesRNADirected Molecular EvolutionDNA HelicasesDNA, Single-StrandedProtein EngineeringSubstrate SpecificityTrans-ActivatorsDNA HelicasesDNA, Single-StrandedEndodeoxyribonucleasesreplication initiator proteinRNATrans-Activators

Identifiers

PMID42234581
PMCPMC13231165

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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.