» Articles » PMID: 39329069

Influence of Alzheimer's Disease Related Neuropathology on Local Microenvironment Gene Expression in the Human Inferior Temporal Cortex

Abstract

Neuropathological lesions in the brains of individuals affected with neurodegenerative disorders are hypothesized to trigger molecular and cellular processes that disturb homeostasis of local microenvironments. Here, we applied the 10x Genomics Visium Spatial Proteogenomics (Visium-SPG) platform, which couples spatial gene expression with immunofluorescence protein co-detection, to evaluate its ability to quantify changes in spatial gene expression with respect to amyloid-β (Aβ) and hyperphosphorylated tau (pTau) pathology in post-mortem human brain tissue from individuals with Alzheimer's disease (AD). We identified transcriptomic signatures associated with proximity to Aβ in the human inferior temporal cortex (ITC) during late-stage AD, which we further investigated at cellular resolution with combined immunofluorescence and single molecule fluorescent in situ hybridization (smFISH). The study provides a data analysis workflow for Visium-SPG, and the data represent a proof-of-principal for the power of multi-omic profiling in identifying changes in molecular dynamics that are spatially-associated with pathology in the human brain. We provide the scientific community with web-based, interactive resources to access the datasets of the spatially resolved AD-related transcriptomes at https://research.libd.org/Visium_SPG_AD/.

Citing Articles

SpotSweeper: spatially-aware quality control for spatial transcriptomics.

Totty M, Hicks S, Guo B bioRxiv. 2024; .

PMID: 38895212 PMC: 11185656. DOI: 10.1101/2024.06.06.597765.


Spatial Multi-Omics in Alzheimer's Disease: A Multi-Dimensional Approach to Understanding Pathology and Progression.

Ma Y, Shi W, Dong Y, Sun Y, Jin Q Curr Issues Mol Biol. 2024; 46(5):4968-4990.

PMID: 38785566 PMC: 11119029. DOI: 10.3390/cimb46050298.


Benchmark of cellular deconvolution methods using a multi-assay reference dataset from postmortem human prefrontal cortex.

Huuki-Myers L, Montgomery K, Kwon S, Cinquemani S, Eagles N, Gonzalez-Padilla D bioRxiv. 2024; .

PMID: 38405805 PMC: 10888823. DOI: 10.1101/2024.02.09.579665.


Spatial domain detection using contrastive self-supervised learning for spatial multi-omics technologies.

Yao J, Yu J, Caffo B, Page S, Martinowich K, Hicks S bioRxiv. 2024; .

PMID: 38352580 PMC: 10862910. DOI: 10.1101/2024.02.02.578662.

References
1.
Reaux-Le Goazigo A, Steenwinckel J, Rostene W, Melik Parsadaniantz S . Current status of chemokines in the adult CNS. Prog Neurobiol. 2013; 104:67-92. DOI: 10.1016/j.pneurobio.2013.02.001. View

2.
Williams C, Lee H, Asatsuma T, Vento-Tormo R, Haque A . An introduction to spatial transcriptomics for biomedical research. Genome Med. 2022; 14(1):68. PMC: 9238181. DOI: 10.1186/s13073-022-01075-1. View

3.
Yu L, Dawe R, Boyle P, Gaiteri C, Yang J, Buchman A . Association Between Brain Gene Expression, DNA Methylation, and Alteration of Ex Vivo Magnetic Resonance Imaging Transverse Relaxation in Late-Life Cognitive Decline. JAMA Neurol. 2017; 74(12):1473-1480. PMC: 5729739. DOI: 10.1001/jamaneurol.2017.2807. View

4.
Gaiteri C, Chen M, Szymanski B, Kuzmin K, Xie J, Lee C . Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering. Sci Rep. 2015; 5:16361. PMC: 4637843. DOI: 10.1038/srep16361. View

5.
Shang Z, Lv H, Zhang M, Duan L, Wang S, Li J . Genome-wide haplotype association study identify TNFRSF1A, CASP7, LRP1B, CDH1 and TG genes associated with Alzheimer's disease in Caribbean Hispanic individuals. Oncotarget. 2015; 6(40):42504-14. PMC: 4767448. DOI: 10.18632/oncotarget.6391. View