Evidence map›Paper›PMID 41816609›Full record

ArticleNPJ dementia2026

A high-throughput, quantitative platform using 2D dissociated human cerebral organoids to model neuroinflammation in Alzheimer's disease.

Meagan N Olson, Nathaniel J Barton, Luyao Feng, Samantha M Chigas, Khanh Tran, Adrian R Orszulak, Jafira M Johnson, Pepper Dawes, Chandani Shrestha, Vishali R Umaiyalan and 10 more

Abstract read
In one paragraph

Article in NPJ dementia, 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

20 authors.

Meagan N OlsonDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Nathaniel J BartonDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Luyao FengDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Samantha M ChigasDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Khanh TranDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Adrian R OrszulakDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Jafira M JohnsonDepartment of Medicine, Division of Infectious Diseases and Immunology, University of Massachusetts Chan Medical School, Worcester, MA USA.
Pepper DawesDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Chandani ShresthaDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Vishali R UmaiyalanDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Yen-Hsiang HuangDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Jonathan SundstromDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Liam F MurrayDepartment of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.
Qi WangASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ USA.
Hyung Suk OhDepartment of Microbiology, Blavatnik Institute, Harvard Medical School, Boston, MA USA.
Megan H OrzalliDepartment of Medicine, Division of Infectious Diseases and Immunology, University of Massachusetts Chan Medical School, Worcester, MA USA.
David M KnipeDepartment of Microbiology, Blavatnik Institute, Harvard Medical School, Boston, MA USA.
Benjamin ReadheadASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ USA.
Yingleong Chan *Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA USA.
Elaine T Lim *Department of Medicine, Division of Innate Immunity, University of Massachusetts Chan Medical School, Worcester, MA USA.

Funding

Innate Immunity Training ProgramT32AI095213 · NIAID · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI SILVERMAN, NEAL · 2011 to 2025
$2.5M
NIAID NIH HHS T32 AI095213
6 · The paper itself

Abstract

Neuroinflammation is a key process associated with Alzheimer's disease (AD). There is interest in developing New Approach Methodologies (NAMs) by using human in-vitro complex systems such as brain organoids, combined with machine learning and computational approaches, to reproducibly and robustly evaluate monoclonal antibodies and other therapeutic modalities on these human-derived systems. Herpesviruses such as herpes simplex virus 1 (HSV-1) had been shown to be associated with AD risk and molecular pathology. Building on top of previously reported work, we used herpes simplex virus 1 (HSV-1) infection in 2D dissociated cells from human cerebral organoids (dcOrgs) to recapitulate AD-associated molecular readouts, such as high co-abundance of intracellular beta amyloid (Aβ) and phosphorylated tau (pTau) with HSV-1. Secreted Aβ42/40 ratios in conditioned media were lower from HSV-1-infected dcOrgs, compared to mock dcOrgs. Differentially expressed transcripts from bulk and single-cell RNA sequence data in HSV-1-infected dcOrgs were enriched for AD-associated GWAS genes. Our high-throughput, quantitative framework represents a comprehensive approach to harness on the strengths of 2D dcOrgs for high-throughput applications such as therapeutic screens and can complement the 3D brain organoids and animal models for neuroinflammation in AD.

Indexed as

DiseasesImmunologyNeurologyNeuroscience

Identifiers

PMID41816609
PMCPMC12971488

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.