Evidence map›Paper›PMID 35144331›Full record

ArticleEndocrinology and metabolism (Seoul, Korea)2022

Drug Repositioning Using Temporal Trajectories of Accompanying Comorbidities in Diabetes Mellitus.

Namgi Park, Ja Young Jeon, Eugene Jeong, Soyeon Kim, Dukyong Yoon

Open access · diamondAbstract read
In one paragraph

Article in Endocrinology and metabolism (Seoul, Korea), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.6field-weighted citation impact, top 40% 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

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 4 institutions in 2 countries.

Namgi ParkDepartment of Biomedical Informatics, Ajou University School of Medicine, Suwon, Korea.
Ja Young JeonDepartment of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Korea.
Eugene JeongDepartment of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN, USA.
Soyeon KimDepartment of Biomedical Informatics, Ajou University School of Medicine, Suwon, Korea.
Dukyong YoonDepartment of Biomedical Systems Informatics, Yonsei University College of Medicine, Yongin, Korea.
Ajou University · KREwha Womans University · KRVanderbilt University · USYonsei University · KR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMost studies of systematic drug repositioning have used drug-oriented data such as chemical structures, gene expression patterns, and adverse effect profiles. As it is often difficult to prove repositioning candidates' effectiveness in real-world clinical settings, we used patient-centered real-world data for screening repositioning candidate drugs for multiple diseases simultaneously, especially for diabetic complications.

methodsUsing the National Health Insurance Service-National Sample Cohort (2002 to 2013), we analyzed claims data of 43,048 patients with type 2 diabetes mellitus (age ≥40 years). To find repositioning candidate disease-drug pairs, a nested case-control study was used for 29 pairs of diabetic complications and the drugs that met our criteria. To validate this study design, we conducted an external validation for a selected candidate pair using electronic health records.

resultsWe found 24 repositioning candidate disease-drug pairs. In the external validation study for the candidate pair cerebral infarction and glycopyrrolate, we found that glycopyrrolate was associated with decreased risk of cerebral infarction (hazard ratio, 0.10; 95% confidence interval, 0.02 to 0.44).

conclusionTo reduce risks of diabetic complications, it would be possible to consider these candidate drugs instead of other drugs, given the same indications. Moreover, this methodology could be applied to diseases other than diabetes to discover their repositioning candidates, thereby offering a new approach to drug repositioning.

Indexed as

Diabetes ComplicationsDiabetes Mellitus, Type 2AdultCase-Control StudiesComorbidityDrug RepositioningHumansDiabetes mellitus, type 2Drug repositioningRetrospective studies

Identifiers

PMID35144331
PMCPMC8901955
OpenAlexW4210878360

What OpenQuestion holds

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LicenceCC BY-NC
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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.