Evidence map›Paper›PMID 41256108›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Adolescent Intelligence and Imaging-Based Atherosclerosis in middle age: A Population Study of Swedish Men.

Hampus Eriksson, Ángel Herraiz-Adillo, Patrik Wennberg, Bledar Daka, Irene Esteban-Cornejo, Cecilia Lenander, Daniel Berglind, Ulrika Müssener, Fang Fang, Carl Johan Östgren and 3 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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

5 · Who and what money

Authors and funding

13 authors.

Hampus ErikssonDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Ángel Herraiz-AdilloDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Patrik WennbergDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Bledar DakaFamily medicine, Institute of medicine, Sahlgrenska Academy, Gothenburg University.
Irene Esteban-CornejoDepartment of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada 18071, Spain.
Cecilia LenanderDepartment of Clinical Sciences in Malmö, Centre for Primary Health Care Research, Lund University, Lund, Sweden.
Daniel BerglindDepartment of Global Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
Ulrika MüssenerDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Fang FangInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Carl Johan ÖstgrenDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.ORCID 0000-0002-3310-6456
Karin RådholmDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Pontus HenrikssonDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Viktor H AhlqvistInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-1383-3194

Funding

LEGENNDS: Linking Epidemiology and GEnetics of Neurodevelopmental and Neurodegenerative Disorders StudyR01NS131433 · NINDS · DREXEL UNIVERSITY · PI Brian Kane Lee · 2023 to 2026
$2.1M
NINDS NIH HHS R01 NS131433
6 · The paper itself

Abstract

Importance: Childhood or adolescent intelligence has been linked to major somatic diseases and premature mortality, but the underlying pathways remain unclear. Objective: To determine whether adolescent intelligence is associated with atherosclerosis in middle age and whether this association is mediated by the American Heart Association's Life's Essential 8 (LE8) metric of cardiovascular health markers. Design: Population-based prospective cohort study. Setting: Six university hospitals in Sweden. Participants: Men in the Swedish CArdioPulmonary bioImage Study who underwent mandatory military conscription in adolescence. Exposure: A standardized intelligence test administered at conscription (mean age, 18.3 years; standard deviation [SD], 0.5), assessing logical reasoning, spatial ability, technical skills, and verbal comprehension. Scores were standardized to a mean of 100 (SD, 15). Main Outcomes and Measures: Atherosclerosis in middle age (mean age 56.6 years; SD, 3.9), assessed using coronary computed tomography angiography (coronary stenosis: 0%, 1-49% and ≥50%) and coronary artery calcium (CAC) scores (0, 1-99, ≥100 Agatston units), and presence of unilateral or bilateral carotid plaque/s via ultrasound. LE8 components assessed in SCAPIS were analyzed as potential mediators. Associations were modeled using multinomial logistic regression, and mediation was estimated using counterfactual mediation analysis. Results: A total of 8,117 men were included in the analysis of coronary stenosis, 7,958 for CAC, and 9,092 for carotid plaque. Higher adolescent intelligence was inversely associated with atherosclerosis in middle age. In analyses with extended adjustments (Model 2) for coronary stenosis, each 15-point (1 SD) increase in adolescent intelligence was associated with 17% lower odds of having ≥50% coronary stenosis (OR: 0.83; 95% CI: 0.75-0.90; P-value: <0.001). An intelligence difference between 70 and 130 corresponded to a prevalence difference of 4.1 percentage points (10.3% vs 6.2%) of coronary stenosis ≥50%. Similar associations were observed for CAC scores and carotid plaque.Mediation via LE8 accounted for 41% to 68% of the association across outcomes; the only direct effect not mediated via LE8 was observed for unilateral carotid plaque. Conclusions: Higher adolescent intelligence was associated with a lower burden of atherosclerosis in middle age, with a substantial proportion of the association mediated by modifiable cardiovascular health factors.

Identifiers

PMID41256108
PMCPMC12622107

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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.