Evidence map›Paper›PMID 25944857›Full record

ArticlemBio2015

Target mechanism-based whole-cell screening identifies bortezomib as an inhibitor of caseinolytic protease in mycobacteria.

Wilfried Moreira, Grace J Y Ngan, Jian Liang Low, Anders Poulsen, Brian C S Chia, Melgious J Y Ang, Amelia Yap, Justina Fulwood, Umayal Lakshmanan, Jolander Lim and 6 more

Open access · goldAbstract read
In one paragraph

Article in mBio, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 1 pooled it
5.5field-weighted citation impact, top 3% 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

46 citing papers in PubMed, 1 synthesis or guideline pooled it, 116 citations in OpenAlex.

  1. Pooled it
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  11. Dual Mutations inInternational journal of molecular sciences · 2025
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  16. Protein degradation by a component of the chaperonin-linked protease ClpP.Genes to cells : devoted to molecular & cellular mechanisms · 2024
    Review
  17. Article
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  20. 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

16 authors at 4 institutions in 2 countries.

Wilfried MoreiraDepartment of Microbiology, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore.
Grace J Y NganDepartment of Microbiology, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore.
Jian Liang LowDepartment of Microbiology, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore.
Anders PoulsenExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Brian C S ChiaExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Melgious J Y AngExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Amelia YapExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Justina FulwoodExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Umayal LakshmananExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Jolander LimExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Audrey Y T KhooExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Horst FlotowExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Jeffrey HillExperimental Therapeutics Center, Agency for Science, Technology and Research (A*STAR), Singapore.
Ravikiran M RajuDepartment of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, USA.
Eric J RubinDepartment of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, USA.
Thomas DickDepartment of Microbiology, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore thomas_dick@nuhs.edu.sg.
Agency for Science, Technology and Research · SGNational University Health System · SGHarvard University · USNational University of Singapore · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

unlabelledA novel type of antibacterial screening method, a target mechanism-based whole-cell screening method, was developed to combine the advantages of target mechanism- and whole-cell-based approaches. A mycobacterial reporter strain with a synthetic phenotype for caseinolytic protease (ClpP1P2) activity was engineered, allowing the detection of inhibitors of this enzyme inside intact bacilli. A high-throughput screening method identified bortezomib, a human 26S proteasome drug, as a potent inhibitor of ClpP1P2 activity and bacterial growth. A battery of secondary assays was employed to demonstrate that bortezomib indeed exerts its antimicrobial activity via inhibition of ClpP1P2: Down- or upmodulation of the intracellular protease level resulted in hyper- or hyposensitivity of the bacteria, the drug showed specific potentiation of translation error-inducing aminoglycosides, ClpP1P2-specific substrate WhiB1 accumulated upon exposure, and growth inhibition potencies of bortezomib derivatives correlated with ClpP1P2 inhibition potencies. Furthermore, molecular modeling showed that the drug can bind to the catalytic sites of ClpP1P2. This work demonstrates the feasibility of target mechanism-based whole-cell screening, provides chemical validation of ClpP1P2 as a target, and identifies a drug in clinical use as a new lead compound for tuberculosis therapy. IMPORTANCE: During the last decade, antibacterial drug discovery relied on biochemical assays, rather than whole-cell approaches, to identify molecules that interact with purified target proteins derived by genomics. This approach failed to deliver antibacterial compounds with whole-cell activity, either because of cell permeability issues that medicinal chemistry cannot easily fix or because genomic data of essentiality insufficiently predicted the vulnerability of the target identified. As a consequence, the field largely moved back to a whole-cell approach whose main limitation is its black-box nature, i.e., that it requires trial-and-error chemistry because the cellular target is unknown. We developed a novel type of antibacterial screening method, target mechanism-based whole-cell screening, to combine the advantages of both approaches. We engineered a mycobacterial reporter strain with a synthetic phenotype allowing us to identify inhibitors of the caseinolytic protease (ClpP1P2) inside the cell. This approach identified bortezomib, an anticancer drug, as a specific inhibitor of ClpP1P2. We further confirmed the specific "on-target" activity of bortezomib by independent approaches including, but not limited to, genetic manipulation of the target level (over- and underexpressing strains) and by establishing a dynamic structure-activity relationship between ClpP1P2 and growth inhibition. Identifying an "on-target" compound is critical to optimize the efficacy of the compound without compromising its specificity. This work demonstrates the feasibility of target mechanism-based whole-cell screening methods, validates ClpP1P2 as a druggable target, and delivers a lead compound for tuberculosis therapy.

Indexed as

Antitubercular AgentsBortezomibCatalytic DomainDrug Evaluation, PreclinicalDrug RepositioningHigh-Throughput Screening AssaysMolecular Dynamics SimulationMycobacteriumProtease InhibitorsProtein BindingProtein ConformationSerine EndopeptidasesAntitubercular AgentsBortezomibProtease InhibitorsSerine Endopeptidases

Identifiers

PMID25944857
PMCPMC4436076
OpenAlexW1938016859

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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.