ArticlebioRxiv : the preprint server for biology2025
Aged brain multi-omic integration captures immunometabolic and sex variation.
Justin P Whalley, Holly C Hunsberger, David A Bennett, Melissa Lamar, Daniel A Peterson, Grace E Stutzmann
Abstract readPreprint
In one paragraphArticle in bioRxiv : the preprint server for biology, 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
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1 · What the graph read from itWhat 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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
6 authors.
Justin P WhalleyCenter for Cancer Cell Biology, Immunology, and Infection, The Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.ORCID 0000-0002-0403-3091 Holly C HunsbergerCenter for Neurodegenerative Disease and Therapeutics, The Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.ORCID 0000-0002-4797-9311 David A BennettRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Melissa LamarRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Daniel A PetersonCenter for Neurodegenerative Disease and Therapeutics, The Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.
Grace E StutzmannCenter for Neurodegenerative Disease and Therapeutics, The Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.
Funding
SUPPLEMENT TO RUSH ALZHEIMERS DISEASE CENTER COREP30AG010161 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1991 to 2020
$49.1MEPIDEMIOLOGY OF NEURAL RESERVE AND NEUROBIOLOGY IN AGINGR01AG017917 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 2001 to 2023
$43.3MRush Alzheimer's Disease Research CenterP30AG072975 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI Lisa L Barnes, Julie A. Schneider · 2021 to 2026
$24.7MRISK FACTORS, PATHOLOGY, AND CLINICAL EXPRESSIONS OF ADR01AG015819 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1998 to 2024
$21.4MPathway discovery, validation and compound identification for Alzheimer's disease - SupplementU01AG046152 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BENNETT, DAVID ALAN, DE JAGER, PHILIP L · 2013 to 2017
$13.6MAlzheimer variants: Propagation of shared functional changes across cellular networksU01AG072572 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI DE JAGER, PHILIP L, ST GEORGE-HYSLOP, PETER HENRY · 2021 to 2025
$8.5MThe sex specific impact of anxiety on Alzheimer's disease progressionR00AG059953 · NIA · ROSALIND FRANKLIN UNIV OF MEDICINE & SCI · PI HUNSBERGER, HOLLY CHRISTIAN · 2022 to 2024
$747kSelective targeting of CNS cells in vivo for multiple transgene delivery and neuronal reprogrammingR21NS135301 · NINDS · ROSALIND FRANKLIN UNIV OF MEDICINE & SCI · PI PETERSON, DANIEL ALAN · 2024 to 2025
$434kIntracellular organelle deficits driving Alzheimer's diseaseR01AG065628 · NIA · ROSALIND FRANKLIN UNIV OF MEDICINE & SCI · PI SEKLER, ISRAEL, STUTZMANN, GRACE E. · 2024 to 2024
$431kGeneration of Parkinson-derived human glial progenitor cells for dopaminergic neuronal conversionR21NS135306 · NINDS · ROSALIND FRANKLIN UNIV OF MEDICINE & SCI · PI PETERSON, DANIEL ALAN · 2024 to 2024
$430kUtilizing gene-level biomarkers of AD to identify pathophysiological mechanisms in human neuronsR21AG083638 · NIA · ROSALIND FRANKLIN UNIV OF MEDICINE & SCI · PI POTASHKIN, JUDITH ANN, STUTZMANN, GRACE E. · 2023 to 2023
$423kNIA NIH HHS P30 AG010161NIA NIH HHS P30 AG072975NIA NIH HHS R00 AG059953NIA NIH HHS R01 AG015819NIA NIH HHS R01 AG017917NIA NIH HHS R01 AG065628NIA NIH HHS R21 AG083638NIA NIH HHS U01 AG046152NIA NIH HHS U01 AG072572NINDS NIH HHS R21 NS135301NINDS NIH HHS R21 NS135306
6 · The paper itselfAbstract
Resolving the molecular basis for heterogeneous ageing in the human brain requires integrating its diverse molecular layers. Here we applied a tensor-decomposition framework to jointly analyse single-nucleus RNA-seq, DNA methylation, H3K9ac histone acetylation and proteomic data from 276 post-mortem human cortices. The analysis uncovered two dominant, multi-omic themes. First, we identified an immunometabolic axis characterised by microglial activation, suppression of PI3K-Akt-mTOR signalling and epigenetic signatures that suggest repurposing of developmental transcription factors such as BARHL1. Second, we decomposed the effect of sex into a multi-omic program linked to cellular plasticity: although driven by canonical sex-chromosome genes, this axis was epigenetically enriched for pathways regulating stem-cell pluripotency and exhibited a female-biased shift toward precursor-like states in the oligodendrocyte lineage. Together, these findings deliver a high-resolution atlas of glial ageing and demonstrate that broad risk factors manifest as complex, cell-specific vulnerabilities; an insight critical for the development of targeted therapeutic strategies.
Identifiers
PMID41279712
PMCPMC12632994
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