Evidence map›Paper›PMID 31985774›Full record

ArticleJAMA neurology2020

Associations of Apolipoprotein E ε4 Genotype and Ball Heading With Verbal Memory in Amateur Soccer Players.

Liane E Hunter, Yun Freudenberg-Hua, Peter Davies, Mimi Kim, Richard B Lipton, Walter F Stewart, Priyanka Srinivasan, ShanShan Hu, Michael L Lipton

Open access · bronzeAbstract read
In one paragraph

Article in JAMA neurology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
3.2field-weighted citation impact, top 8% 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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 23 citations in OpenAlex.

  1. Pooled it
  2. Brain, behavior, & immunity - health · 2026
    Article
  3. Article
  4. Article
  5. Soccer (football) and brain health.Journal of neurology · 2024
    Review
  6. Review
  7. Article
  8. Review
  9. Article
  10. Article
  11. Genetic interplay with soccer ball heading.Nature reviews. Neurology · 2020
    Article
  12. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 1 country.

Liane E HunterGruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York.
Yun Freudenberg-HuaLitwin-Zucker Center for the Study of Alzheimer's Disease, The Feinstein Institute for Medical Research, Northwell Health, Manhasset, New York.
Peter DaviesLitwin-Zucker Center for the Study of Alzheimer's Disease, The Feinstein Institute for Medical Research, Northwell Health, Manhasset, New York.
Mimi KimDepartment of Epidemiology & Population Health, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York.
Richard B LiptonDepartment of Epidemiology & Population Health, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York.
Walter F StewartHINT Consulting, Orinda, California.
Priyanka SrinivasanGruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York.
ShanShan HuGruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York.
Michael L LiptonGruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York.
Albert Einstein College of Medicine · USFeinstein Institute for Medical Research · USMontefiore Medical Center · US

Funding

Identification of Risk Genes SupplementK08AG054727 · NIA · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI FREUDENBERG-HUA, YUN · 2017 to 2022
$739k
NIA NIH HHS K08 AG054727
6 · The paper itself

Abstract

Importance: Emerging evidence suggests that long-term exposure to ball heading in soccer, the most popular sport in the world, confers risk for adverse cognitive outcomes. However, the extent to which the apolipoprotein E ε4 (APOE ε4) allele, a common risk factor for neurodegeneration, and ball heading are associated with cognition in soccer players remains unknown. Objective: To determine whether the APOE ε4 allele and 12-month ball heading exposure are associated with verbal memory in a cohort of adult amateur soccer players. Design, Settings, and Participants: A total of 379 amateur soccer players were enrolled in the longitudinal Einstein Soccer Study from November 11, 2013, through January 23, 2018. Selection criteria included participation in soccer for more than 5 years and for more than 6 months per year. Of the 379 individuals enrolled in the study, 355 were genotyped. Three players were excluded for reporting extreme levels of heading. Generalized estimating equation linear regression models were employed to combine data across visits for a cross-sectional analysis of the data. Exposures: At each study visit every 3 to 6 months, players completed the HeadCount 12-Month Questionnaire, a validated, computer-based questionnaire to estimate 12-month heading exposure that was categorized as low (quartiles 1 and 2), moderate (quartile 3), and high (quartile 4). Main Outcome and Measures: Verbal memory was assessed at each study visit using the International Shopping List Delayed Recall task from CogState. Results: A total of 352 soccer players (256 men and 96 women; median age, 23 years [interquartile range, 21-28 years]) across a total of 1204 visits were analyzed. High levels of heading were associated with worse verbal memory performance (β = -0.59; 95% CI, -0.93 to -0.25; P = .001). There was no main association of APOE ε4 with verbal memory (β = 0.09; 95% CI, -0.24 to 0.42; P = .58). However, there was a significant association of APOE ε4 and heading with performance on the ISRL task (χ2 = 7.22; P = .03 for overall interaction). In APOE ε4-positive players, poorer verbal memory associated with high vs low heading exposure was 4.1-fold greater (APOE ε4 negative, β = -0.36; 95% CI, -0.75 to 0.03; APOE ε4 positive, β = -1.49; 95% CI, -2.05 to -0.93), and poorer verbal memory associated with high vs moderate heading exposure was 8.5-fold greater (APOE ε4 negative, β = -0.13; 95% CI, -0.54 to 0.29; APOE ε4 positive, β = -1.11, 95% CI, -1.70 to -0.53) compared with that in APOE ε4-negative players. Conclusions and Relevance: This study suggests that the APOE ε4 allele is a risk factor for worse memory performance associated with higher heading exposure in the prior year, which highlights that assessing genetic risks may ultimately play a role in promoting safer soccer play.

Indexed as

AllelesAthletesAdultApolipoprotein E4Cross-Sectional StudiesFemaleGenotypeHumansLongitudinal StudiesMaleMemoryNeuropsychological TestsSoccerYoung AdultApolipoprotein E4

Identifiers

PMID31985774
PMCPMC6990972
OpenAlexW3000882962

What OpenQuestion holds

Textmetadata
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.