Evidence map›Paper›PMID 40335752›Full record

ArticleNature biotechnology2026

Evolution-guided protein design of IscB for persistent epigenome editing in vivo.

Soumya Kannan, Han Altae-Tran, Shiyou Zhu, Peiyu Xu, Daniel Strebinger, Rachel Oshiro, Guilhem Faure, Lukas Moeller, Julie Pham, Kepler S Mears and 3 more

Abstract read
In one paragraph

Article in Nature biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

23 citing papers in PubMed.

  1. Article
  2. Compact 9dBEs Enable Efficient and Precise Genome Editing in Mammalian Cells and In Vivo.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. MYB transcription factors in plant cold stress adaptation: integrating phylogeny, signaling networks, and metabolic regulation.Physiology and molecular biology of plants : an international journal of functional plant biology · 2026
    Review
  4. Review
  5. Article
  6. Clinical translation of epigenome editing technologies.Current opinion in biomedical engineering · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Epigenetic editing: from concept to clinic.Nature reviews. Drug discovery · 2026
    Review
  15. Review
  16. Article
  17. Epigenome editing based treatment: Progresses and challenges.Molecular therapy : the journal of the American Society of Gene Therapy · 2026
    Review
  18. Review
  19. Article
  20. Article
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

13 authors.

Soumya Kannan *Howard Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-7332-9662
Han Altae-Tran *Howard Hughes Medical Institute, Cambridge, MA, USA.
Shiyou Zhu *Howard Hughes Medical Institute, Cambridge, MA, USA.
Peiyu XuHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-3590-4037
Daniel StrebingerHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-8732-6414
Rachel OshiroHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-0948-6361
Guilhem FaureHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-9537-2277
Lukas MoellerHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-4375-8837
Julie PhamHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0009-0000-5678-5220
Kepler S MearsHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-2566-3532
Heyuan M NiDepartment of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-0881-7245
Rhiannon K MacraeHoward Hughes Medical Institute, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-7850-9056
Feng ZhangHoward Hughes Medical Institute, Cambridge, MA, USA. zhang@broadinstitute.org.ORCID http://orcid.org/0000-0003-0178-7995

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Naturally existing enzymes have been adapted for a variety of molecular technologies, with enhancements or modifications to the enzymes introduced to improve the desired function; however, it is difficult to engineer variants with enhanced activity while maintaining specificity. Here we engineer the compact Obligate Mobile Element Guided Activity (OMEGA) RNA-guided endonuclease IscB and its guiding RNA (ωRNA) by combining ortholog screening, structure-guided protein domain design and RNA engineering, and deep learning-based structure prediction to generate an improved variant, NovaIscB. We show that the compact NovaIscB achieves up to 40% indel activity (~100-fold improvement over wild-type OgeuIscB) on the human genome with improved specificity relative to existing IscBs. We further show that NovaIscB can be fused with a methyltransferase to create a programmable transcriptional repressor, OMEGAoff, that is compact enough to be packaged in a single adeno-associated virus vector for persistent in vivo gene repression. This study highlights the power of combining natural diversity with protein engineering to design enhanced enzymes for molecular biology applications.

Indexed as

EpigenomeGene EditingProtein EngineeringCRISPR-Cas SystemsEpigenome EditingGenome, HumanHumansRNA, Guide, CRISPR-Cas SystemsRNA, Guide, CRISPR-Cas Systems

Identifiers

PMID40335752
PMCPMC13180657

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.