ReviewFrontiers in physiology2026
Applications of single-cell transcriptomics in glaucoma research: from the aqueous humor outflow pathway to retinal ganglion cell neurodegeneration.
Review in Frontiers in physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Glaucoma is the leading cause of irreversible blindness worldwide, driven by progressive retinal ganglion cell (RGC) degeneration. While genetic and environmental risk factors have been identified, the cell-type-specific mechanisms underlying pathogenesis remain incompletely understood. Single-cell RNA sequencing (scRNA-seq) enables high-resolution analysis of cellular heterogeneity, developmental trajectories and intercellular communication networks. This review synthesizes recent scRNA-seq advances across two critical domains in glaucoma research: (1) aqueous humor outflow pathway (AHOP) physiology and pathology; (2) primary open-angle glaucoma (POAG) pathogenesis. We identify convergent themes, including mitochondrial dysfunction as a shared mechanism across subtypes, the central role of neuroinflammation in RGC degeneration, and the therapeutic potential of metabolic interventions. We further discuss challenges in translating animal models to human disease, integrating multi-species datasets, and resolving cell-type-specific susceptibility. Finally, we highlight emerging directions in spatial transcriptomics, multi-omics integration, and precision medicine.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.