Evidence map›Paper›PMID 23340113›Full record

ReviewDrug discovery today2013

Shifting from the single to the multitarget paradigm in drug discovery.

José L Medina-Franco, Marc A Giulianotti, Gregory S Welmaker, Richard A Houghten

Abstract readReview
In one paragraph

Review in Drug discovery today, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 157 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
157citing papers in PubMed, 1 pooled it
–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

157 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
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  6. Article
  7. Article
  8. MolOrgGPT:Journal of chemical information and modeling · 2026
    Article
  9. Review
  10. Review
  11. Article
  12. [Gandou Bushen decoction ameliorates ovarian injury in murine hepatolenticular degeneration via the AGE/RAGE/NF-κB signaling pathway].Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences · 2025
    Article
  13. Article
  14. Engineering Bispecific Peptides for Precision Immunotherapy and Beyond.International journal of molecular sciences · 2025
    Review
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Special Issue "Advances in Drug Discovery and Synthesis".International journal of molecular sciences · 2025
    Article

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

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

4 authors.

José L Medina-FrancoInstituto de Química, Universidad Nacional Autónoma de México, Circuito Exterior, Ciudad Universitaria, México, D.F. 04510, Mexico. jose.medina.franco@gmail.com
Marc A Giulianotti
Gregory S Welmaker
Richard A Houghten

Funding

High throughput in vivo screening: translational generation of novel analgesicsR01DA031370 · NIDA · TORREY PINES INST FOR MOLECULAR STUDIES · PI HOUGHTEN, RICHARD ALLEN · 2011 to 2015
$2.2M
NIDA NIH HHS R01 DA031370NIDA NIH HHS R01 DA031370-02
6 · The paper itself

Abstract

Increasing evidence that several drug compounds exert their effects through interactions with multiple targets is boosting the development of research fields that challenge the data reductionism approach. In this article, we review and discuss the concepts of drug repurposing, polypharmacology, chemogenomics, phenotypic screening and high-throughput in vivo testing of mixture-based libraries in an integrated manner. These research fields offer alternatives to the current paradigm of drug discovery, from a one target-one drug model to a multiple-target approach. Furthermore, the goals of lead identification are being expanded accordingly to identify not only 'key' compounds that fit with a single-target 'lock', but also 'master key' compounds that favorably interact with multiple targets (i.e. operate a set of desired locks to gain access to the expected clinical effects).

Indexed as

Drug DiscoveryAnimalsDrug Evaluation, PreclinicalDrug RepositioningGenomicsHumans

Identifiers

PMID23340113
PMCPMC3642214

What OpenQuestion holds

Textmetadata
LicenceTDM
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.