ArticlePhysiological reports2025
Spatial transcriptome analysis of the human eyelid depicts meibomian gland cell differentiation: A pilot study.
Article in Physiological reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled 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.
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
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Enhancing RNA Capture Efficiency in Spatial Transcriptomics: A Review of Innovative Technologies and Strategies.International journal of molecular sciences · 2025Pooled it
- A mouse model of meibomian gland hyperkeratinization-induced dry eye.Developmental biology · 2026Article
- Regulation of sebaceous gland homeostasis and sebum secretion by the ERBB receptor family.iScience · 2026Review
- Spotting a unicorn: spatial transcriptome analysis of the eyelid reveals gene regulatory networks enriched in Moll glands.Briefings in bioinformatics · 2026Article
- Spatial transcriptome analysis of the human eyelid depicts meibomian gland cell differentiation: A pilot study.Physiological reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Meibomian glands (MGs) are an integral component of the ocular defense system, as their secretion product, meibum, is essential for protecting the eye surface. To characterize the transcriptional program underlying meibum production, we employed spatial transcriptomics (ST) analysis of the human eyelid from a sample from a 60-year-old male. We resolved 18 distinct eyelid clusters, representing structures such as the conjunctiva, epidermis, hair-associated sebaceous glands, and MGs. Focusing on the MG, we distinguished basal (MEI-B cluster) and differentiating (MEI-DIFF cluster) meibocytes, as well as a third, duct-related cluster (MEI-DUCT). Self-organizing maps (SOM) portrayal of ST images and pseudotime analysis confirmed progress from MEI-B to MEI-DIFF and further to MEI-DUCT, as the latter turned out to include terminally differentiated meibocytes. Accordingly, gene set enrichment analysis associated early/intermediate meibocyte maturation with energy and lipid metabolism, and later stages with barrier functions. We also identified significant differences between the MG and sebaceous gland transcriptomes. The MG-specific signature included transcripts such as AQP9, MMP3, and PITX1, and selective expression of PITX1 in the MG compared to the sebaceous gland was confirmed by immunohistochemistry on the same sample and samples from three other elderly adults. We deliver the first spatial portrait of the human MG transcriptional landscape. Besides enhancing our understanding of MG physiology, our study identifies novel targets for regulating MG homeostasis in health and disease.
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.