Evidence map›Paper›PMID 39375541›Full record

ArticleMolecular systems biology2024

High-throughput protein characterization by complementation using DNA barcoded fragment libraries.

Bradley W Biggs, Morgan N Price, Dexter Lai, Jasmine Escobedo, Yuridia Fortanel, Yolanda Y Huang, Kyoungmin Kim, Valentine V Trotter, Jennifer V Kuehl, Lauren M Lui and 3 more

Abstract read
In one paragraph

Article in Molecular systems biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. PurK,Microorganisms · 2026
    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.

Bradley W BiggsEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0003-4201-6273
Morgan N PriceEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0002-4251-0362
Dexter LaiDepartment of Bioengineering, University of California-Berkeley, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0009-0009-5936-1496
Jasmine EscobedoDepartment of Bioengineering, University of California-Berkeley, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0009-0003-4913-9169
Yuridia FortanelDepartment of Bioengineering, University of California-Berkeley, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0009-0000-3825-1575
Yolanda Y HuangEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0003-1263-1515
Kyoungmin KimDepartment of Bioengineering, University of California-Berkeley, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0009-0007-4917-895X
Valentine V TrotterEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0002-1784-9487
Jennifer V KuehlEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0003-2813-2518
Lauren M LuiEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0001-8720-5268
Romy ChakrabortyEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0001-9326-554X
Adam M DeutschbauerEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.ORCID http://orcid.org/0000-0003-2728-7622
Adam P ArkinEnvironmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA. aparkin@lbl.gov.ORCID http://orcid.org/0000-0002-4999-2931

Funding

Pacific Biosciences PacBio RS Single Molecule Real Time SequencerS10OD018174 · OD · UNIVERSITY OF CALIFORNIA BERKELEY · PI ROKHSAR, DANIEL SOLEYMAN · 2014 to 2014
$600k
HHS | National Institutes of Health (NIH) NIH S10 OD018174NIH HHS S10 OD018174U.S. Department of Energy (DOE) DE-AC02-05CH11231
6 · The paper itself

Abstract

Our ability to predict, control, or design biological function is fundamentally limited by poorly annotated gene function. This can be particularly challenging in non-model systems. Accordingly, there is motivation for new high-throughput methods for accurate functional annotation. Here, we used complementation of auxotrophs and DNA barcode sequencing (Coaux-Seq) to enable high-throughput characterization of protein function. Fragment libraries from eleven genetically diverse bacteria were tested in twenty different auxotrophic strains of Escherichia coli to identify genes that complement missing biochemical activity. We recovered 41% of expected hits, with effectiveness ranging per source genome, and observed success even with distant E. coli relatives like Bacillus subtilis and Bacteroides thetaiotaomicron. Coaux-Seq provided the first experimental validation for 53 proteins, of which 11 are less than 40% identical to an experimentally characterized protein. Among the unexpected function identified was a sulfate uptake transporter, an O-succinylhomoserine sulfhydrylase for methionine synthesis, and an aminotransferase. We also identified instances of cross-feeding wherein protein overexpression and nearby non-auxotrophic strains enabled growth. Altogether, Coaux-Seq's utility is demonstrated, with future applications in ecology, health, and engineering.

Indexed as

DNA Barcoding, TaxonomicEscherichia coliGene LibraryBacillus subtilisBacterial ProteinsEscherichia coli ProteinsGenetic Complementation TestHigh-Throughput Nucleotide SequencingBacterial ProteinsEscherichia coli ProteinsDNA BarcodingFunctional GenomicsHigh-throughput CharacterizationProtein Annotation

Identifiers

PMID39375541
PMCPMC11535334

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.