Evidence map›Paper›PMID 38007706›Full record

ArticleEuropean journal of preventive cardiology2024

Polygenic risk scores associate with blood pressure traits across the lifespan.

Karsten Øvretveit, Emma M L Ingeström, Michail Spitieris, Vinicius Tragante, Kaitlin H Wade, Laurent F Thomas, Brooke N Wolford, Ulrik Wisløff, Daniel F Gudbjartsson, Hilma Holm and 3 more

Open access · hybridAbstract read
In one paragraph

Article in European journal of preventive cardiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
8.7field-weighted citation impact, top 2% 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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Different Polymorphisms of the Renin-Angiotensin-Aldosterone System Genes are Associated with Poorer Blood Pressure Control in Hypertensive Older Adults.High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Blood pressure polygenic risk scores tackle hard endpoints.Hypertension research : official journal of the Japanese Society of Hypertension · 2024
    Article
  13. Article
  14. 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

13 authors at 3 institutions in 3 countries.

Karsten ØvretveitK.G. Jebsen Centre for Genetic Epidemiology, Faculty of Medicine and Health Sciences, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Postboks 8905, N-7491 Trondheim, Norway.ORCID 0000-0002-5528-0674
Emma M L IngeströmDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
Michail SpitierisK.G. Jebsen Centre for Genetic Epidemiology, Faculty of Medicine and Health Sciences, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Postboks 8905, N-7491 Trondheim, Norway.ORCID 0000-0003-3799-7708
Vinicius TragantedeCODE genetics/Amgen Inc., Reykjavik, Iceland.ORCID 0000-0002-8223-8957
Kaitlin H WadeMRC Integrative Epidemiology Unit, University of Bristol, Bristol BS8 1TH, UK.ORCID 0000-0003-3362-6280
Laurent F ThomasK.G. Jebsen Centre for Genetic Epidemiology, Faculty of Medicine and Health Sciences, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Postboks 8905, N-7491 Trondheim, Norway.ORCID 0000-0003-0548-2486
Brooke N WolfordK.G. Jebsen Centre for Genetic Epidemiology, Faculty of Medicine and Health Sciences, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Postboks 8905, N-7491 Trondheim, Norway.ORCID 0000-0003-3153-1552
Ulrik WisløffDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.ORCID 0000-0002-7211-3587
Daniel F GudbjartssondeCODE genetics/Amgen Inc., Reykjavik, Iceland.ORCID 0000-0002-5222-9857
Hilma HolmdeCODE genetics/Amgen Inc., Reykjavik, Iceland.ORCID 0000-0002-9517-6636
Kari StefanssondeCODE genetics/Amgen Inc., Reykjavik, Iceland.ORCID 0000-0003-1676-864X
Ben M BrumptonK.G. Jebsen Centre for Genetic Epidemiology, Faculty of Medicine and Health Sciences, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Postboks 8905, N-7491 Trondheim, Norway.ORCID 0000-0002-3058-1059
Kristian HveemK.G. Jebsen Centre for Genetic Epidemiology, Faculty of Medicine and Health Sciences, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Postboks 8905, N-7491 Trondheim, Norway.ORCID 0000-0001-8157-9744
Norwegian University of Science and Technology · NOdeCODE Genetics (Iceland) · ISAt Bristol · GB

Funding

Using Genetics to Inform Mechanism of Cardiovascular DiseaseR35HL135824 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI WILLER, CRISTEN J · 2017 to 2022
$5.4M
NHLBI NIH HHS R35 HL135824NIH HHS NIH R35 HL135824-03Wellcome Trust 076467/Z/05/ZWellcome Trust 202802/Z/16/Z
6 · The paper itself

Abstract

aimsHypertension is a major modifiable cause of morbidity and mortality that affects over 1 billion people worldwide. Blood pressure (BP) traits have a strong genetic component that can be quantified with polygenic risk scores (PRSs). To date, the performance of BP PRSs has mainly been assessed in adults, and less is known about polygenic hypertension risk in childhood. METHODS AND

resultsMultiple PRSs for systolic BP (SBP), diastolic BP (DBP), and pulse pressure were developed using either genome-wide significant weights, pruning and thresholding, or Bayesian regression. Among 87 total PRSs, the top performer for each trait was applied in independent cohorts of children and adult to assess genotype-phenotype associations and disease risk across the lifespan. Differences between those with low (1st decile), average (2nd-9th decile), and high (10th decile) PRS emerge in the first years of life and are maintained throughout adulthood. These diverging BP trajectories also seem to affect cardiovascular and renal disease risk, with increased risk observed among those in the top decile and reduced risk among those in the bottom decile of the polygenic risk distribution compared with the rest of the population.

conclusionGenetic risk factors are associated with BP traits across the lifespan, beginning in the first years of life. Given the importance of exposure time in disease pathogenesis and the early rise in BP levels among those genetically susceptible, PRSs may help identify high-risk individuals prior to hypertension onset, facilitate primordial prevention, and reduce the burden of this public health challenge.

Indexed as

Genetic Risk ScoreHypertensionAdultBayes TheoremBlood PressureChildGenetic Predisposition to DiseaseHumansLongevityRisk FactorsALSPACBlood pressuredeCODEHUNTHypertensionPolygenic risk scores

Identifiers

PMID38007706
PMCPMC11025038
OpenAlexW4389026313

What Socratic 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 Socratic graph.