Evidence map›Paper›PMID 41691109›Full record

ArticleMolecular psychiatry2026

Systems genetic dissection of brain gene expression reveals excitotoxic mechanisms of Alzheimer's disease.

Pinghan Zhao, Omar El Fadel, Anh Le, Carl Grant Mangleburg, Justin Dhindsa, Timothy Wu, Jinghan Zhao, Meichen Huang, Bismark Amoh, Aditi Sai Marella and 7 more

Abstract read
In one paragraph

Article in Molecular psychiatry, 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

17 authors.

Pinghan Zhao *Department of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA.ORCID http://orcid.org/0000-0003-0772-619X
Omar El Fadel *Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Anh Le *Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Carl Grant Mangleburg *Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Justin DhindsaMedical Scientist Training Program, Baylor College of Medicine, Houston, TX, 77030, USA.
Timothy WuJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.ORCID http://orcid.org/0000-0001-5296-2023
Jinghan ZhaoDepartment of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA.
Meichen HuangJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Bismark AmohJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Aditi Sai MarellaJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Yarong LiJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Nicholas T SeyfriedDepartment of Biochemistry, Emory University, Atlanta, GA, 30329, USA.ORCID http://orcid.org/0000-0002-4507-624X
Allan I LeveyDepartment of Biochemistry, Emory University, Atlanta, GA, 30329, USA.ORCID http://orcid.org/0000-0002-3153-502X
Zhandong LiuDepartment of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA.
Ismael Al-RamahiJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.
Juan BotasJan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, USA.ORCID http://orcid.org/0000-0001-5476-5955
Joshua M ShulmanDepartment of Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA. Joshua.Shulman@bcm.edu.ORCID http://orcid.org/0000-0002-1835-1971

Funding

Functional Dissection of Alzheimer's Disease Networks in Drosophila: from Association to Causal Modulators of Age-Dependent NeurodegerationR01AG057339 · NIA · BAYLOR COLLEGE OF MEDICINE · PI BOTAS, JUAN, LIU, ZHANDONG · 2017 to 2021
$3.8M
Network Medicine for Alzheimers Disease: Functional Dissection and Pharmacologic Perturbation of a Human Brain Synaptic Regulatory Expression SignatureR01AG078660 · NIA · BAYLOR COLLEGE OF MEDICINE · PI Joshua M Shulman · 2025 to 2026
$1.0M
Cancer Prevention and Research Institute of Texas (Cancer Prevention Research Institute of Texas) RP200504NIA NIH HHS R01 AG057339NIA NIH HHS R01 AG078660U.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) P30CA125123, P30CA125123, 1S10OD023469U.S. Department of Health & Human Services | NIH | National Institute on Aging (U.S. National Institute on Aging) P30AG10161, P30AG72975, R01AG15819, R01AG17917, U01AG46152, and U01AG61356U.S. Department of Health & Human Services | NIH | National Institute on Aging (U.S. National Institute on Aging) U01AG061357, R01AG057339, and RF1AG078660
6 · The paper itself

Abstract

Gene expression changes likely mediate the impact of Alzheimer's disease (AD) neuropathology on cognition, but there are challenges to resolve the proximal causal pathways from postmortem brain transcriptome profiles which lack temporal resolution and are further confounded by mixed pathologies. Here, we functionally dissect 30 AD-associated human brain gene co-expression modules using fruit fly (Drosophila melanogaster) models. Integrating longitudinal RNA-sequencing and behavioral phenotyping, we interrogated the consequences of amyloid beta (Aβ) plaques, tau neurofibrillary tangles, and aging, highlighting hundreds of conserved, differentially expressed genes. To pinpoint causal modules and drivers, we manipulated 344 prioritized targets in vivo, identifying 141 modifiers of Aβ- or tau-induced neurodegeneration. We discovered an upregulated immune module enriched for AD risk variants that promotes neurodegeneration based on genetic manipulations in neurons. By contrast, a downregulated human brain synaptic regulatory network includes many loss-of-function suppressors of Aβ/tau and modulates glutamatergic hyperexcitation injury. Additional analyses support a biphasic model in which early AD pathology activates expression of a synaptic transcriptional signature that promotes neuronal injury, followed by a decrease that is compensatory. In sum, our cross-species strategy establishes a causal chain linking AD pathology, transcriptome perturbation, N-Methyl-D-Aspartate receptor excitotoxicity, and neurodegeneration.

Indexed as

Alzheimer DiseaseAmyloid beta-PeptidesAnimalsBrainDisease Models, AnimalDrosophila melanogasterGene ExpressionGene Expression ProfilingHumansNeurofibrillary TanglesNeuronsPlaque, Amyloidtau ProteinsTranscriptomeAmyloid beta-Peptidestau Proteins

Identifiers

PMID41691109
PMCPMC13190313

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.