Evidence map›Paper›PMID 38256224›Full record

ArticleInternational journal of molecular sciences2024

Evaluating the Efficacy of Type 2 Diabetes Polygenic Risk Scores in an Independent European Population.

Monta Brīvība, Ivanna Atava, Raitis Pečulis, Ilze Elbere, Laura Ansone, Maija Rozenberga, Ivars Silamiķelis, Jānis Kloviņš

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2024. 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
3.3field-weighted citation impact, top 9% 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, 6 citations in OpenAlex.

  1. Article
  2. Article
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

8 authors at 1 institution in 1 country.

Monta BrīvībaLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.ORCID 0000-0003-3031-2243
Ivanna AtavaLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Raitis PečulisLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Ilze ElbereLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.ORCID 0000-0003-4381-885X
Laura AnsoneLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.ORCID 0000-0002-4684-9566
Maija RozenbergaLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.ORCID 0009-0004-7735-682X
Ivars SilamiķelisLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Jānis KloviņšLatvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.ORCID 0000-0001-8362-5505
Latvian Biomedical Research and Study Centre · LV

Funding

European Regional Development Fund 1.1.1.1/20/A/126
6 · The paper itself

Abstract

Numerous type 2 diabetes (T2D) polygenic risk scores (PGSs) have been developed to predict individuals' predisposition to the disease. An independent assessment and verification of the best-performing PGS are warranted to allow for a rapid application of developed models. To date, only 3% of T2D PGSs have been evaluated. In this study, we assessed all (n = 102) presently published T2D PGSs in an independent cohort of 3718 individuals, which has not been included in the construction or fine-tuning of any T2D PGS so far. We further chose the best-performing PGS, assessed its performance across major population principal component analysis (PCA) clusters, and compared it with newly developed population-specific T2D PGS. Our findings revealed that 88% of the published PGSs were significantly associated with T2D; however, their performance was lower than what had been previously reported. We found a positive association of PGS improvement over the years (

Indexed as

Diabetes Mellitus, Type 2Genetic Risk ScoreGenotypeHumansOdds RatioPrincipal Component Analysispolygenic risk scorepopulation stratificationtype 2 diabetes

Identifiers

PMID38256224
PMCPMC10817091
OpenAlexW4390942373

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.