Evidence map›Paper›PMID 40969146›Full record

ArticlePhysiological reports2025

Spatial transcriptome analysis of the human eyelid depicts meibomian gland cell differentiation: A pilot study.

Hans Binder, Ulrike Hampel, Henry Loeffler-Wirth, Florian Hansmann, Helga Pfannkuche, Maria Schmidt, Marlon R Schneider

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

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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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

7 authors.

Hans BinderInterdisciplinary Institute for Bioinformatics (IZBI), University of Leipzig, Leipzig, Germany.ORCID 0000-0002-2242-4678
Ulrike HampelDepartment of Ophthalmology, University Hospital Leipzig, Leipzig, Germany.
Henry Loeffler-WirthInterdisciplinary Institute for Bioinformatics (IZBI), University of Leipzig, Leipzig, Germany.
Florian HansmannInstitute for Veterinary Pathology, University of Leipzig, Leipzig, Germany.
Helga PfannkucheInstitute of Veterinary Physiology, University of Leipzig, Leipzig, Germany.
Maria SchmidtInterdisciplinary Institute for Bioinformatics (IZBI), University of Leipzig, Leipzig, Germany.
Marlon R SchneiderInstitute of Veterinary Physiology, University of Leipzig, Leipzig, Germany.ORCID 0000-0002-9570-3491

Funding

Ministry of Education and Science, Armenia 25RL-1F024F005
6 · The paper itself

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

Cell DifferentiationEyelidsMeibomian GlandsTranscriptomeGene Expression ProfilingHumansMaleMiddle AgedPilot ProjectseyeMeibomian glandpseudotimesebaceous glandskinspatial transcriptomics

Identifiers

PMID40969146
PMCPMC12446996

What OpenQuestion holds

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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.