Evidence map›Paper›PMID 30937372›Full record

ArticleACS central science2019

Acoustic Droplet Ejection Enabled Automated Reaction Scouting.

Yuanze Wang, Shabnam Shaabani, Maryam Ahmadianmoghaddam, Li Gao, Ruixue Xu, Katarzyna Kurpiewska, Justyna Kalinowska-Tluscik, Joe Olechno, Richard Ellson, Michael Kossenjans and 3 more

Abstract read
In one paragraph

Article in ACS central science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Review
  2. Frugal Sampling Strategies for Navigating Complex Reaction Spaces.Organic process research & development · 2026
    Article
  3. Review
  4. Review
  5. Article
  6. Review
  7. Review
  8. Review
  9. Review
  10. 'Chemistry at the speed of sound': automated 1536-well nanoscale synthesis of 16 scaffolds in parallel.Green chemistry : an international journal and green chemistry resource : GC · 2023
    Article
  11. High-Throughput Platform for Novel Reaction Discovery.Chemistry (Weinheim an der Bergstrasse, Germany) · 2022
    Article
  12. Optimization of Covalent MKK7 InhibitorsJournal of medicinal chemistry · 2022
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. 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.

Yuanze WangDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.
Shabnam ShaabaniDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.
Maryam AhmadianmoghaddamDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.
Li GaoDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.
Ruixue XuDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.
Katarzyna KurpiewskaDepartment of Crystal Chemistry and Crystal Physics, Faculty of Chemistry, Jagiellonian University, ul. Gronostajowa 2, 30-387 Krakow, Poland.
Justyna Kalinowska-TluscikDepartment of Crystal Chemistry and Crystal Physics, Faculty of Chemistry, Jagiellonian University, ul. Gronostajowa 2, 30-387 Krakow, Poland.
Joe OlechnoLabcyte Inc., 170 Rose Orchard Way, San Jose, California 95134, United States.
Richard EllsonLabcyte Inc., 170 Rose Orchard Way, San Jose, California 95134, United States.
Michael KossenjansHit Discovery, Discovery Sciences, IMED Biotech Unit, AstraZeneca, Mölndal, SE-43183 Gothenburg, Sweden.
Victoria HelanHit Discovery, Discovery Sciences, IMED Biotech Unit, AstraZeneca, Mölndal, SE-43183 Gothenburg, Sweden.
Matthew GrovesDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.
Alexander DömlingDepartment of Drug Design, University of Groningen, Deusinglaan 1, 7313 AV Groningen, The Netherlands.

Funding

Real-time discovery of inhibitors among billion compounds for preview and downloadR01GM097082 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CAMACHO, CARLOS J. · 2011 to 2020
$2.5M
NIGMS NIH HHS R01 GM097082
6 · The paper itself

Abstract

Miniaturization and acceleration of synthetic chemistry are critically important for rapid property optimization in pharmaceutical, agrochemical, and materials research and development. However, in most laboratories organic synthesis is still performed on a slow, sequential, and material-consuming scale and not validated for multiple substrate combinations. Herein, we introduce fast and touchless acoustic droplet ejection (ADE) technology into small-molecule chemistry to transfer building blocks by nL droplets and to scout a newly designed isoquinoline synthesis. With each compound in a discrete well, 384 random derivatives were synthesized in an automated fashion, and their quality was monitored by SFC-MS and TLC-UV-MS analysis. We exemplify a pipeline of fast and efficient nmol scouting to mmol- and mol-scale synthesis for the discovery of a useful novel reaction with great scope.

Identifiers

PMID30937372
PMCPMC6439453

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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.