Evidence mapPaperPMID 42345007Full record

ArticleBMJ medicine2026

Effects of polygenic risk score communication on short term health outcomes: systematic review and meta-analysis.

Luigi Russo, Nicolò Lentini, Sara Farina, Antonio Cristiano, Andrea Adduci, Alessio Perilli, Christian Cao, Roberta Pastorino, Stefania Boccia, John Pa Ioannidis

Abstract read
In one paragraph

Article in BMJ medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

1 citing paper in PubMed.

  1. Review
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

10 authors.

Luigi RussoSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.ORCID https://orcid.org/0009-0006-5015-2725
Nicolò LentiniSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.ORCID https://orcid.org/0009-0008-3111-1535
Sara FarinaSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.
Antonio CristianoSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.
Andrea AdduciSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.ORCID https://orcid.org/0000-0002-9427-578X
Alessio PerilliSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.
Christian CaoTemerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
Roberta PastorinoSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.ORCID https://orcid.org/0000-0001-5013-0733
Stefania BocciaSection of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy.ORCID https://orcid.org/0000-0002-1864-749X
John Pa IoannidisStanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, USA.ORCID https://orcid.org/0000-0003-3118-6859

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To summarise the evidence so far from all randomised controlled trials on the efficacy of communication of polygenic risk scores in changing health outcomes. Design: Systematic review and meta-analysis. Data sources: Cochrane Central Register of Controlled Trials (CENTRAL) and Pubmed, from inception to 1 March 2025. Eligibility criteria for selecting studies: Randomised controlled trials in human participants; articles published or accepted for publication in peer reviewed journals, or with available results on ClinicalTrials.gov, without time restriction in any language; and randomised controlled trials comparing the disclosure of inherited genetic risk obtained through the polygenic risk score for any phenotype (intervention group) with scenarios where no genetic information was provided (comparator group). Results: Of 7830 articles retrieved, 27 randomised controlled trials were eligible for inclusion in the analysis. Polygenic risk scores mainly predicted risks for cancer (n=9 randomised controlled trials), cardiovascular diseases (n=8), and diabetes (n=6). 21 randomised controlled trials targeted mainly healthy populations, three targeted at-risk populations, and three trials targeted individuals who had already developed a disease and the polygenic risk score predicted complications. Most randomised controlled trials (15/27) concluded in their abstracts with favourable claims about the polygenic risk score, with only 5/15 trials justifying the score with any significant results. Nine of the 27 randomised controlled trials had a high risk of bias. Meta-analysis showed no significant effects on any of the 22 outcomes tested in two or more trials. Standardised mean differences for dietary outcomes were -0.11 (95% confidence interval (CI) -0.22 to 0.01) for daily energy intake, 0.03 (-0.18 to 0.25) for daily fat intake, and -0.11 (-0.28 to 0.06) for alcohol consumption. For physical activity, standardised mean difference was -0.01 (95% CI -0.13 to 0.11). Relative risks were 1.12 (95% CI 0.77 to 1.61) for screening attendance, 1.50 (0.98 to 2.29) for use of statins, and 0.95 (0.32 to 2.79) for incidence of disease. For psychological outcomes, standardised mean differences were -0.02 (95% CI -0.13 to 0.08) for anxiety, -0.06 (-0.23 to 0.10) for worry, -0.04 (-0.21 to 0.13) for perceived risk, and -0.05 (-0.23 to 0.13) for depression. For clinical outcomes, mean differences were -2.01 (95% CI -8.27 to 4.26) for total cholesterol, -3.64 (-7.88 to 0.60) for low density lipoprotein cholesterol, -0.21 (-2.65 to 2.23) for high density lipoprotein cholesterol, -1.88 (-4.17 to 0.42) for diastolic blood pressure, -1.26 (-4.44 to 1.92) for systolic blood pressure, -0.12 (-0.63 to 0.39) for body mass index, and -0.33 (-0.87 to 0.20) for weight. 80 outcomes were reported across multiple studies, with each outcome reported in a single trial only. 19 of 80 were primary outcomes, and of these two had significant results (P<0.05), as did three secondary outcomes. Conclusions: Overall, despite frequent promising claims, disclosure of polygenic risk scores did not result in meaningful changes in behavioural, psychological, or clinical measures for the outcomes examined. Although when interpreting the findings the heterogeneity and methodological limitations of the available trials should be considered, communication of polygenic risk scores did not show consistent improvements in preventive behaviours or risk factor modification. Systematic review registration: Open Science Framework doi.org/10.17605/OSF.IO/28V6J.

Indexed as

CardiologyGeneticsPreventive medicinePublic health

Identifiers

PMID42345007
PMCPMC13288950

What Socratic holds

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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 Socratic graph.