Evidence map›Paper›PMID 41332529›Full record

ArticlebioRxiv : the preprint server for biology2025

Spatial Multi-Omics Workflow and Analytical Guidelines for Alzheimer's Neuropathology.

Xuehan Sun, Hannah R Hudson, Timothy C Orr, Srinivas Koutarapu, Alyssa Rosenbloom, Matthew Ingalls, Oliver Braubach, C Dirk Keene, Joseph M Beechem, Miranda E Orr

Abstract readPreprint
In one paragraph

Article 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
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Xuehan SunDepartment of Neurology, Washington University School of Medicine in St Louis, MO, USA.
Hannah R HudsonDepartment of Neurology, Washington University School of Medicine in St Louis, MO, USA.
Timothy C OrrDepartment of Neurology, Washington University School of Medicine in St Louis, MO, USA.
Srinivas KoutarapuDepartment of Neurology, Washington University School of Medicine in St Louis, MO, USA.
Alyssa RosenbloomBruker Spatial Biology, Inc., Seattle, WA, USA.
Matthew IngallsBruker Spatial Biology, Inc., Seattle, WA, USA.
Oliver BraubachBruker Spatial Biology, Inc., Seattle, WA, USA.
C Dirk KeeneDivision of Neuropathology, Department of Pathology, University of Washington, Seattle, WA, USA.
Joseph M BeechemBruker Spatial Biology, Inc., Seattle, WA, USA.
Miranda E OrrDepartment of Neurology, Washington University School of Medicine in St Louis, MO, USA.

Funding

University of Washington Alzheimer's Disease Research CenterP30AG066509 · NIA · UNIVERSITY OF WASHINGTON · PI Amanda D. Boyd · 2020 to 2026
$29.0M
Midwest Murine-Tissue Mapping Center (MM-TMC)U54AG079754 · NIA · UNIVERSITY OF MINNESOTA · PI GR Scott Budinger, Sundeep Khosla · 2022 to 2026
$11.5M
Identification and Characterization of Senescent Cells in Molecular Subtypes of Alzheimer's DiseaseR01AG085182 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Miranda Ethel Orr, Bin Zhang · 2024 to 2026
$2.5M
High Resolution Profiling of Senescent Neurons and Their Microenvironments in Postmortem Human Brain Tissue Spanning Eight Decades of LifeR01AG068293 · NIA · WASHINGTON UNIVERSITY · PI ORR, MIRANDA ETHEL · 2020 to 2025
$2.0M
Investigating neutrophilic inflammation as an APOE genotype-specific mediator of neuroinflammation and cognitive decline in agingR01AG079224 · NIA · MC LAUGHLIN RESEARCH INSTITUTE · PI Tiffany Hensley-Mcbain · 2024 to 2026
$1.9M
Geroscience Education and Training (GET) NetworkR25AG073119 · NIA · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI ESPINOZA, SARA ELYSE, KUCHEL, GEORGE A · 2021 to 2023
$925k
Perivascular Inflammation and Vascular Remodeling: A Common Cause of Hemorrhage in Cerebral Small Vessel Diseases?R56NS131387 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI VAN VELUW, SUSANNE JANNEKE · 2023 to 2023
$777k
The pathogenic effects of senescent cells on their microenvironments and their role in human brain agingR21AG087907 · NIA · WASHINGTON UNIVERSITY · PI Miranda Ethel Orr · 2024 to 2026
$431k
BLRD VA I01 BX005717NIA NIH HHS P30 AG066509NIA NIH HHS R01 AG068293NIA NIH HHS R01 AG079224NIA NIH HHS R01 AG085182NIA NIH HHS R21 AG087907NIA NIH HHS R25 AG073119NIA NIH HHS U54 AG079754NINDS NIH HHS R56 NS131387
6 · The paper itself

Abstract

Spatial biology technologies enable high-dimensional profiling within intact tissues, revealing how molecular and cellular organization drives function and disease. As these platforms gain broader adoption, standardized analytical frameworks are needed to ensure data quality and reproducibility. Here, we present an end-to-end pipeline for the GeoMx Digital Spatial Profiler that simultaneously generates whole-transcriptome and 637-protein measurements from user-defined regions within the same tissue sections. The workflow integrates morphology-guided region selection, quality control, normalization, and multi-modal data interpretation. Applied to formalin-fixed cortical tissues from Alzheimer's disease, dementia with Lewy bodies, amyotrophic lateral sclerosis, and controls, the framework resolves spatially distinct molecular domains. Transcript and protein signals diverge across amyloid plaque cores and surrounding glial-rich regions, with RNA-protein concordance varying by disease condition, while single-neuron profiling with and without pathogenic tau deposition illustrates protein assay sensitivity. This dataset provides a rigorously validated resource for spatial multi-omic analyses and establishes broadly applicable guidelines for reliable, reproducible profiling of complex tissues.

Identifiers

PMID41332529
PMCPMC12668010

What OpenQuestion holds

Textmetadata
LicenceCC BY-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 OpenQuestion graph.