ArticleInvestigative ophthalmology & visual science2024
Overcoming Low mRNA Expression in White Matter: A Protocol for RNA Extraction From the Optic Nerve in Large Animals for Transcriptomic Analysis.
Article in Investigative ophthalmology & visual science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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3 citing papers in PubMed.
- Molecular programs in human locus coeruleus link APOE and neuromelanin to Alzheimer's vulnerability.Acta neuropathologica · 2026Article
- Impact of Alzheimer's disease risk factors and local neuromelanin content on the transcriptomic landscape of the human locus coeruleus.bioRxiv : the preprint server for biology · 2025Article
- From injury to recovery: Spatiotemporal dynamics of the visual pathway during spontaneous structural and functional regeneration after optic nerve transection in zebrafish.Zoological research · 2025Article
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14 authors.
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Abstract
Purpose: White matter (WM) abnormalities are associated with various central nervous system (CNS) disorders, and the optic nerve provides a unique opportunity to study WM pathology. Large animal models offer a more suitable platform for preclinical testing of novel therapeutic strategies for optic neuropathy due to their similarities to humans in size and relevant anatomy. Transcriptomic analyses of optic nerve tissue are essential for understanding the underlying pathological mechanisms. However, extracting high-quality RNA from the optic nerve in large animals remains challenging. Methods: We utilized in situ hybridization and single-nucleus RNA sequencing (snRNA-seq) to examine mRNA expression in WM cells and gray matter (GM) cells. Results: We discovered that mRNA expression levels in WM cells were only 15% to 66% of those in GM neurons. To overcome the low mRNA yield, we developed a specialized RNA extraction protocol for the intra-canalicular optic nerve in large animal models, achieving an RNA integrity number (RIN) of 6.8 ± 0.06. For single-cell transcriptomics (scRNA-seq), we obtained a cell density of 1.0 × 105 cells/µL, cell viability of 93% ± 1.84%, and an agglomeration rate of 5.37% ± 0.75%. This approach is also applicable for postmortem human optic nerve with a RIN of 8.3 ± 0.3 using snRNA-seq. Conclusions: We first discovered that the mRNA expression in the WM was significantly lower than that in the GM. Our RNA extraction protocol from large animal models enhances transparency and reproducibility in transcriptomic studies of optic nerve and other WM tissues.
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