Evidence map›Paper›PMID 37750676›Full record

ArticleBiotechnology and bioengineering2024

Standardizing cassette-based deep mutagenesis by Golden Gate assembly.

Nicolas Daffern, Irene M Francino-Urdaniz, Zachary T Baumer, Timothy A Whitehead

Open access · bronzeAbstract read
In one paragraph

Article in Biotechnology and bioengineering, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.3field-weighted citation impact, top 11% of its field
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

10 citing papers in PubMed, 15 citations in OpenAlex.

  1. Functional and antigenic constraints on the Nipah virus fusion protein.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. Functional and antigenic constraints on the Nipah virus fusion protein.bioRxiv : the preprint server for biology · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Retrospective SARS-CoV-2 human antibody development trajectories are largely sparse and permissive.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  8. Advancements in Golden Gate Cloning: A Comprehensive Review.Methods in molecular biology (Clifton, N.J.) · 2025
    Review
  9. Article
  10. GGAssembler: Precise and economical design and synthesis of combinatorial mutation libraries.Protein science : a publication of the Protein Society · 2024
    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

4 authors at 1 institution in 1 country.

Nicolas DaffernDepartment of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado, USA.ORCID 0009-0006-6596-8612
Irene M Francino-UrdanizDepartment of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado, USA.ORCID 0000-0001-8786-8002
Zachary T BaumerDepartment of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado, USA.ORCID 0000-0003-2691-4946
Timothy A WhiteheadDepartment of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado, USA.ORCID 0000-0003-3177-1361
University of Colorado Boulder · US

Funding

The influence of evolutionary landscapes on protective antibody developmentR01AI141452 · NIAID · UNIVERSITY OF COLORADO · PI WHITEHEAD, TIMOTHY ANDREW · 2019 to 2023
$2.8M
Seeing the Unseen: High-Throughput Prospective Profiling and inhibition of SARS-CoV-2 receptor-binding domain variantsR21AI174157 · NIAID · RUTGERS, THE STATE UNIV OF N.J. · PI KHARE, SAGAR D · 2023 to 2024
$425k
NIAID NIH HHS R01 AI141452NIAID NIH HHS R21 AI174157NIH HHS
6 · The paper itself

Abstract

Protocols for the construction of large, deeply mutagenized protein encoding libraries via Golden Gate assembly of synthetic DNA cassettes employ disparate, system-specific methodology. Here we present a standardized Golden Gate method for building user-defined libraries. We demonstrate that a 25 μL reaction, using 40 fmol of input DNA, can generate a library on the order of 1 × 10

Indexed as

DNASynthetic BiologyCloning, MolecularGene LibraryGenetic VectorsMutagenesisProtein EngineeringDNAcassettesdeep mutagenesisGolden Gatelibrariesoligo poolsprotein engineering

Identifiers

PMID37750676
PMCPMC10841073
OpenAlexW4387033201

What OpenQuestion holds

Textmetadata
LicenceTDM
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.