Evidence map›Paper›PMID 37560191›Full record

ArticleACS catalysis2023

Versatile Product Detection via Coupled Assays for Ultrahigh-Throughput Screening of Carbohydrate-Active Enzymes in Microfluidic Droplets.

Simon Ladeveze, Paul J Zurek, Tomasz S Kaminski, Stephane Emond, Florian Hollfelder

Abstract read
In one paragraph

Article in ACS catalysis, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Review
  6. Article
  7. Review
  8. Review
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

5 authors.

Simon LadevezeDepartment of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB21GA, U.K.
Paul J ZurekDepartment of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB21GA, U.K.ORCID https://orcid.org/0000-0002-7049-0813
Tomasz S KaminskiDepartment of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB21GA, U.K.ORCID https://orcid.org/0000-0001-5124-4548
Stephane EmondDepartment of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB21GA, U.K.
Florian HollfelderDepartment of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB21GA, U.K.ORCID https://orcid.org/0000-0002-1367-6312

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Enzyme discovery and directed evolution are the two major contemporary approaches for the improvement of industrial processes by biocatalysis in various fields. Customization of catalysts for improvement of single enzyme reactions or de novo reaction development is often complex and tedious. The success of screening campaigns relies on the fraction of sequence space that can be sampled, whether for evolving a particular enzyme or screening metagenomes. Ultrahigh-throughput screening (uHTS) based on in vitro compartmentalization in water-in-oil emulsion of picoliter droplets generated in microfluidic systems allows screening rates >1 kHz (or >10

Identifiers

PMID37560191
PMCPMC10407846

What OpenQuestion holds

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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.