Evidence map›Paper›PMID 39220810›Full record

ArticleOphthalmology science

Liquid Biopsy for Proliferative Diabetic Retinopathy: Single-Cell Transcriptomics of Human Vitreous Reveals Inflammatory T-Cell Signature.

Rachana Haliyur, David H Parkinson, Feiyang Ma, Jing Xu, Qiang Li, Yuanhao Huang, Lam C Tsoi, Rachael Bogle, Jie Liu, Johann E Gudjonsson and 1 more

Abstract read
In one paragraph

Article in Ophthalmology science. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–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

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.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Diabetic retinal disease.Nature reviews. Disease primers · 2025
    Review
  5. Review
  6. Review
  7. Review
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

11 authors.

Rachana HaliyurDepartment of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan.
David H ParkinsonMedical Scientist Training Program, University of Michigan Medical School, University of Michigan, Ann Arbor, Michigan.
Feiyang MaDepartment of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan.
Jing XuDepartment of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan.
Qiang LiDepartment of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan.
Yuanhao HuangDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Lam C TsoiDepartment of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan.
Rachael BogleDepartment of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan.
Jie LiuDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Johann E GudjonssonDepartment of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan.
Rajesh C RaoDepartment of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan.

Funding

MICHIGAN MEDICAL SCIENTIST TRAINING PROGRAMT32GM007863 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI COLLINS, KATHLEEN L. · 1985 to 2024
$38.3M
VIVARIUM MODULEP30EY007003 · NEI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI David Antonetti · 1987 to 2026
$17.6M
Molecular Determinants for WDR5-Driven Transcriptional Regulation at Lineage-Specifying Genes During RetinogenesisR01EY030989 · NEI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI RAO, RAJESH C. · 2020 to 2024
$2.2M
NEI NIH HHS P30 EY007003NEI NIH HHS R01 EY030989NIGMS NIH HHS T32 GM007863
6 · The paper itself

Abstract

Purpose: Current therapies for proliferative diabetic retinopathy (PDR) do not specifically target VEGF-independent, cell-type-specific processes that lead to vision loss, such as inflammatory pathways. This study aimed to identify targetable cell types and corresponding signaling pathways by elucidating the single-cell landscape of the vitreous of patients with PDR. Design: Case series. Subjects: Vitreous and peripheral blood obtained from 5 adult patients (6 eyes) undergoing pars plana vitrectomy for vision-threatening PDR. Methods: Single-cell RNA sequencing (scRNA-seq) was performed on vitreous cells obtained from diluted cassette washings during vitrectomy from 6 eyes and peripheral blood mononuclear cells (PBMCs, n = 5). Droplet-based scRNA-seq was performed using the Chromium 10x platform to obtain single-cell transcriptomes. Differences in tissue compartments were analyzed with gene ontology enrichment of differentially expressed genes and an unbiased ligand-receptor interaction analysis. Main Outcome Measures: Single-cell transcriptomic profiles of vitreous and peripheral blood. Results: Transcriptomes from 13 675 surgically harvested vitreous cells and 22 636 PBMCs were included. Clustering revealed 4 cell states consistently across all eyes with representative transcripts for T cells ( Conclusions: In the first single-cell transcriptomic characterization of human vitreous in a disease state, we show PDR vitreous is primarily composed of T cells, a critical component of adaptive immunity, with activity and proportions distinct from T cells within the peripheral blood, and neutrophils are essentially absent. These results demonstrate the feasibility of liquid vitreous biopsies via collection of otherwise discarded, diluted cassette washings during vitrectomy to gain mechanistic and therapeutic insights into human vitreoretinal disease. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Indexed as

Diabetic retinaPars plana vitrectomyPDRPPVProliferative diabetic retinopathySingle cellVitreous

Identifiers

PMID39220810
PMCPMC11365369

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.