Evidence map›Paper›PMID 28759014›Full record

ArticleNature chemical biology2017

Functional annotation of chemical libraries across diverse biological processes.

Jeff S Piotrowski, Sheena C Li, Raamesh Deshpande, Scott W Simpkins, Justin Nelson, Yoko Yashiroda, Jacqueline M Barber, Hamid Safizadeh, Erin Wilson, Hiroki Okada and 20 more

Erratum issuedAbstract read
In one paragraph

Article in Nature chemical biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 64 papers.

0numbers the graph read from it
0cells of the map it votes in
64citing 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

64 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
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  6. Article
  7. Article
  8. Article
  9. HTD1265 Disrupts GimC-Dependent Cellular Processes inPathogens (Basel, Switzerland) · 2026
    Article
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  11. Review
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  14. Article
  15. Inhibitory effect of copper chelators on the budding inAntimicrobial agents and chemotherapy · 2025
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

4 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

30 authors.

Jeff S PiotrowskiRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Sheena C LiRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.ORCID http://orcid.org/0000-0002-5759-8117
Raamesh DeshpandeDepartment of Computer Science and Engineering, University of Minnesota-Twin Cities, Minneapolis, Minnesota, USA.
Scott W SimpkinsBioinformatics and Computational Biology Program, University of Minnesota-Twin Cities, Minneapolis, Minnesota, USA.ORCID http://orcid.org/0000-0002-5997-2838
Justin NelsonBioinformatics and Computational Biology Program, University of Minnesota-Twin Cities, Minneapolis, Minnesota, USA.
Yoko YashirodaRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Jacqueline M BarberRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Hamid SafizadehDepartment of Computer Science and Engineering, University of Minnesota-Twin Cities, Minneapolis, Minnesota, USA.
Erin WilsonDepartment of Computer Science and Engineering, University of Minnesota-Twin Cities, Minneapolis, Minnesota, USA.
Hiroki OkadaDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Chiba, Japan.
Abraham A GebreDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Chiba, Japan.
Karen KuboDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Chiba, Japan.
Nikko P TorresDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Marissa A LeBlancRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Kerry AndrusiakDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Reika OkamotoRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Mami YoshimuraRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Eva DeRango-AdemDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Jolanda van LeeuwenDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0003-3991-518X
Katsuhiko ShirahigeInstitute of Molecular and Cellular Biosciences, Center for Epigenetic Disease, University of Tokyo, Bunkyo-ku, Tokyo, Japan.
Anastasia BaryshnikovaLewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey, USA.ORCID http://orcid.org/0000-0002-0123-2052
Grant W BrownDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0002-9002-5003
Hiroyuki HiranoRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Michael CostanzoDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0002-7906-2604
Brenda AndrewsDonnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Yoshikazu OhyaDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Chiba, Japan.
Hiroyuki OsadaRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Minoru YoshidaRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.
Chad L MyersDepartment of Computer Science and Engineering, University of Minnesota-Twin Cities, Minneapolis, Minnesota, USA.
Charles BooneRIKEN Center for Sustainable Resource Science, Wako, Saitama, Japan.

Funding

TRAINING FOR FUTURE BIOTECHNOLOGY DEVELOPMENTT32GM008347 · NIGMS · UNIVERSITY OF MINNESOTA TWIN CITIES · PI SCHMIDT-DANNERT, CLAUDIA · 1990 to 2021
$11.0M
Mapping the reference genetic network of a eukaryotic cellR01HG005853 · NHGRI · UNIVERSITY OF TORONTO · PI ANDREWS, BRENDA JEAN, BOONE, CHARLES · 2010 to 2025
$7.6M
Methods for large-scale analysis of chemical-genetic interactionsR01HG005084 · NHGRI · UNIVERSITY OF MINNESOTA · PI MYERS, CHAD L · 2010 to 2022
$2.9M
Sparse Structural Equation Models for Gene Networks and Chemical GenomicsR01GM104975 · NIGMS · UNIVERSITY OF MIAMI CORAL GABLES · PI CAI, XIAODONG · 2012 to 2016
$1.8M
NHGRI NIH HHS R01 HG005084NHGRI NIH HHS R01 HG005853NIGMS NIH HHS R01 GM104975NIGMS NIH HHS T32 GM008347
6 · The paper itself

Abstract

Chemical-genetic approaches offer the potential for unbiased functional annotation of chemical libraries. Mutations can alter the response of cells in the presence of a compound, revealing chemical-genetic interactions that can elucidate a compound's mode of action. We developed a highly parallel, unbiased yeast chemical-genetic screening system involving three key components. First, in a drug-sensitive genetic background, we constructed an optimized diagnostic mutant collection that is predictive for all major yeast biological processes. Second, we implemented a multiplexed (768-plex) barcode-sequencing protocol, enabling the assembly of thousands of chemical-genetic profiles. Finally, based on comparison of the chemical-genetic profiles with a compendium of genome-wide genetic interaction profiles, we predicted compound functionality. Applying this high-throughput approach, we screened seven different compound libraries and annotated their functional diversity. We further validated biological process predictions, prioritized a diverse set of compounds, and identified compounds that appear to have dual modes of action.

Indexed as

Drug Delivery SystemsSmall Molecule LibrariesDrug Evaluation, PreclinicalGene Expression ProfilingMolecular StructureSmall Molecule Libraries

Identifiers

PMID28759014
PMCPMC6056180

What OpenQuestion holds

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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.