Evidence map›Paper›PMID 29874824›Full record

ReviewPharmaceuticals (Basel, Switzerland)2018

Changing Trends in Computational Drug Repositioning.

Jaswanth K Yella, Suryanarayana Yaddanapudi, Yunguan Wang, Anil G Jegga

Abstract readReview
In one paragraph

Review in Pharmaceuticals (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
63citing 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

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

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Article
  6. Repositioning Drugs: A Computational Approach.Current drug research reviews · 2026
    Review
  7. Article
  8. Article
  9. Review
  10. From Lab to Clinic: Success Stories of Repurposed Drugs in Treating Major Diseases.Advances in pharmacological and pharmaceutical sciences · 2025
    Review
  11. Article
  12. Article
  13. Review
  14. Therapeutic Potential of the GenusSouth African journal of botany : official journal of the South African Association of Botanists = Suid-Afrikaanse tydskrif vir plantkunde : amptelike tydskrif van die Suid-Afrikaanse Genootskap van Plantkundiges · 2023
    Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Article

3 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.

Jaswanth K YellaDivision of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, 240 Albert Sabin Way MLC 7024, Cincinnati, OH 45229, USA. Jaswanth.Yella@cchmc.org.
Suryanarayana YaddanapudiDivision of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, 240 Albert Sabin Way MLC 7024, Cincinnati, OH 45229, USA. Suryanarayana.Yaddanapudi@cchmc.org.
Yunguan WangDivision of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, 240 Albert Sabin Way MLC 7024, Cincinnati, OH 45229, USA. Yunguan.Wang@cchmc.org.
Anil G JeggaDivision of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, 240 Albert Sabin Way MLC 7024, Cincinnati, OH 45229, USA. anil.jegga@cchmc.org.ORCID 0000-0002-4881-7752

Funding

Integrative analysis of multi-omics data to target fibroblast activation in IPFR21HL133539 · NHLBI · CINCINNATI CHILDRENS HOSP MED CTR · PI JEGGA, ANIL, MADALA, SATISH K · 2016 to 2017
$248k
Discovery and characterization of candidate therapeutics for drug-induced pulmonary diseaseR21HL135368 · NHLBI · CINCINNATI CHILDRENS HOSP MED CTR · PI JEGGA, ANIL · 2017 to 2018
$234k
NHLBI NIH HHS R21 HL133539NHLBI NIH HHS R21 HL135368
6 · The paper itself

Abstract

Efforts to maximize the indications potential and revenue from drugs that are already marketed are largely motivated by what Sir James Black, a Nobel Prize-winning pharmacologist advocated-"The most fruitful basis for the discovery of a new drug is to start with an old drug". However, rational design of drug mixtures poses formidable challenges because of the lack of or limited information about in vivo cell regulation, mechanisms of genetic pathway activation, and in vivo pathway interactions. Hence, most of the successfully repositioned drugs are the result of "serendipity", discovered during late phase clinical studies of unexpected but beneficial findings. The connections between drug candidates and their potential adverse drug reactions or new applications are often difficult to foresee because the underlying mechanism associating them is largely unknown, complex, or dispersed and buried in silos of information. Discovery of such multi-domain

Indexed as

computational drug repositioningcrowdsourcingdeep learningdrug discoverydrug repositioningdrug repurposingmachine learningopen innovation

Identifiers

PMID29874824
PMCPMC6027196

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.