Evidence map›Paper›PMID 42727071›Full record

ArticleJMIR formative research2026

Association of Herpes Simplex Virus Type-1 With Dementia Outcomes: Longitudinal Retrospective Cohort Study Using Real-World Electronic Health Record Data.

Muhammad Muinul Islam, Randi Foraker, Md Saber Hossain, W David Arnold, Dima Dandachi, Abu Saleh Mohammad Mosa

Abstract read
In one paragraph

Article in JMIR formative research, 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. 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

6 authors.

Muhammad Muinul IslamDepartment of Biomedical Informatics, Biostatistics, and Medical Epidemiology, School of Medicine, University of Missouri, 1 Hospital Drive, Columbia, MO, 65201, United States, 1 573 256 9692.ORCID http://orcid.org/0000-0001-6591-2260
Randi ForakerDepartment of Biomedical Informatics, Biostatistics, and Medical Epidemiology, School of Medicine, University of Missouri, 1 Hospital Drive, Columbia, MO, 65201, United States, 1 573 256 9692.ORCID http://orcid.org/0000-0001-9255-9394
Md Saber HossainDepartment of Biomedical Informatics, Biostatistics, and Medical Epidemiology, School of Medicine, University of Missouri, 1 Hospital Drive, Columbia, MO, 65201, United States, 1 573 256 9692.ORCID http://orcid.org/0009-0006-0060-9512
W David ArnoldDepartment of Physical Medicine and Rehabilitation, NextGen Precision Health, University of Missouri, Columbia, MO, United States.ORCID http://orcid.org/0000-0001-9889-7036
Dima DandachiDepartment of Medicine, Division of Infectious Diseases, University of Missouri, Columbia, MO, United States.ORCID http://orcid.org/0000-0002-8641-0988
Abu Saleh Mohammad MosaDepartment of Biomedical Informatics, Biostatistics, and Medical Epidemiology, School of Medicine, University of Missouri, 1 Hospital Drive, Columbia, MO, 65201, United States, 1 573 256 9692.ORCID http://orcid.org/0000-0002-8956-1466

Funding

WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
NCATS NIH HHS UL1 TR002345
6 · The paper itself

Abstract

Background: Global dementia cases, currently exceeding 55 million, are projected to triple by 2050. In the absence of disease-modifying therapies, identifying modifiable risk factors is critical. Preclinical studies show that herpes simplex virus type-1 (HSV-1) is neurotropic and can drive amyloid-beta accumulation and tau hyperphosphorylation. Epidemiologic findings remain inconsistent, partly because many studies lack standardized designs for real-world data. Objective: To quantify the association between clinically coded HSV-1 diagnosis and incident cognitive impairment or dementia among patients receiving care in a health-system electronic health record (EHR) network. Methods: We assembled a retrospective cohort within an Observational Medical Outcomes Partnership (OMOP)-mapped EHR data lake (2010-2024), comparing patients with a first HSV-1 diagnosis (n=6274) to those without HSV-1 codes but with parallel baseline criteria (n=379,975). Eligibility required at least 365 days of prior observation and absence of baseline cognitive, HIV, selected neurotropic viral, or recent transplant codes. The outcome combined mild cognitive impairment and Alzheimer disease and related dementias (ADRD). A high-dimensional propensity score (PS) incorporating approximately 17,000 baseline covariates was estimated with regularized logistic regression; 4 strata weights were applied in a Cox model. Sensitivity analyses examined equipoise trimming, doubly adjusted models, fixed 1-, 5-, and 10-year censoring horizons, and a dementia-only outcome subset. Negative-control outcomes (n=271) were prespecified to assess empirical calibration. Results: The HSV-1 cohort contributed 23,186 person-years (PY) and 469 events; the non-HSV-1 cohort contributed 1,519,827 PY and 24,764 events. Crude incidence was 20.23 (95% CI 18.44-22.14) per 1000 PY in the HSV-1 cohort and 16.29 (95% CI 16.09-16.50) in the non-HSV-1 cohort, an absolute difference of 3.94 events per 1000 PY. PS-stratified analysis yielded a hazard ratio (HR) of 1.14 (95% CI 1.03-1.25; Conclusions: Within an OMOP-standardized EHR cohort, an HSV-1 diagnosis was associated with a small elevation in the hazard of subsequent cognitive impairment or dementia compared with individuals with no recorded HSV-1 diagnosis. Given the ubiquity of HSV-1, even a modest elevation in individual hazard could translate to a meaningful population-level increment if the association is causal. Confirmation in external data sets with laboratory viral typing, antiviral treatment records, and mortality linkage is warranted.

Indexed as

DementiaHerpes SimplexHerpesvirus 1, HumanAgedAged, 80 and overElectronic Health RecordsFemaleHumansLongitudinal StudiesMaleRetrospective StudiesRisk FactorsagingAlzheimer diseasedementiaelectronic health recordsherpes simplex virusHSV-1propensity score

Identifiers

PMID42727071
PMCPMC13568597

What OpenQuestion 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 OpenQuestion graph.