Evidence map›Paper›PMID 41688830›Full record

ArticleJournal of community genetics2026

Distinguishing social and medical traits: perspectives of scientists using polygenic scores.

Margaret Waltz, Karen M Meagher, Courtney Canter, Matthew Kucmanic, Kristine J Kuczynski, Anya E R Prince, R Jean Cadigan

Abstract read
In one paragraph

Article in Journal of community genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Margaret WaltzDepartment of Social Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Karen M MeagherCenter for Health Justice and Bioethics, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA.
Courtney CanterDepartment of Anthropology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Matthew KucmanicSchool of Earth, Environment, and Sustainability, University of Iowa, Iowa City, IA, USA.
Kristine J KuczynskiDepartment of Social Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Anya E R PrinceCollege of Law, University of Iowa, 130 Byington Road, Iowa City, IA, 52242, USA. anya-prince@uiowa.edu.
R Jean CadiganDepartment of Social Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Funding

Beyond the Medical: The ELSI of Polygenic Scores for Social TraitsR01HG012402 · NHGRI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CADIGAN, ROSEMARY JEAN, PRINCE, ANYA E.R. · 2022 to 2025
$2.7M
NHGRI NIH HHS 1R0HG012402NHGRI NIH HHS R01 HG012402
6 · The paper itself

Abstract

Polygenic scores (PGS) have been developed for a wide variety of traits, such as cancer, risk tolerance, obesity, asthma, educational attainment, and cardiovascular disease. Prior research shows that the public tends to view the use of genetic information for medical traits more favorably than for social or other non-medical traits, and legal and policy discourse regularly treats medical and social traits as distinct categories. However, distinguishing between social and medical traits can be conceptually and practically challenging. Drawing on 47 semi-structured interviews with researchers who have developed or utilized PGS across a range of traits, this study examines how scientists discussed and conceptualized a dividing line between what is medical and what is social, as well as the perceived necessity of a medical/social divide. Overall, the scientists we interviewed broadly agreed that the line is ambiguous; they did not hold unequivocal views about what constitutes a social versus a medical trait, nor where a clear line might be drawn. Instead, they reasoned through any distinctions between social and medical traits in varied and sometimes conflicting ways, including attempting to draw the line, highlighting the role of social context in drawing the line, questioning the line’s relevance, and pointing to the line’s policy implications. We argue that this ambiguity has significant implications for how PGS research is conducted, interpreted, and regulated, calling for a reexamination of regulatory strategies that rely on this distinction.

Indexed as

ELSIMedical traitsPolygenic scoresScientist interviewsSocial traits

Identifiers

PMID41688830
PMCPMC12905041

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.