Evidence mapPaperPMID 40943473Full record

ReviewInternational journal of molecular sciences2025

Translating Biomarker Discovery: From Bench to Bedside in Dry Eye Disease.

Jeremy Jones, Kyla Frenia, Julia Gelman, Maria Beatty, Melody Zhou, Levin Ma, Sean Pieramici, Noah Eger, Deepinder Dhaliwal, Leanne T Labriola and 1 more

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Jeremy JonesPittsburgh Research Institute, Sewickley, PA 15143, USA.
Kyla FreniaDepartment of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA 15260, USA.ORCID 0009-0001-2713-918X
Julia GelmanPittsburgh Research Institute, Sewickley, PA 15143, USA.ORCID 0009-0000-6095-6635
Maria BeattyPittsburgh Research Institute, Sewickley, PA 15143, USA.
Melody ZhouDepartment of Biomedical Engineering, College of Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA.
Levin MaDepartment of Biomedical Engineering, College of Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA.ORCID 0009-0000-4050-7242
Sean PieramiciSouthwestern PA Eye Center, Corneal Services, Washington, PA 15301, USA.
Noah EgerEger Eye Group, Optometry, Coraopolis, PA 15108, USA.
Deepinder DhaliwalUniversity of Pittsburgh Medical Center, Corneal Services, Pittsburgh, PA 15260, USA.
Leanne T LabriolaPittsburgh Research Institute, Sewickley, PA 15143, USA.
Kunhong XiaoDepartment of Biomedical Engineering, College of Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dry Eye Disease (DED) is a complex, multifaceted ocular disease characterized by tear film instability and inflammation. It can sometimes be elusive to identify the type of DED in patients, given the overlapping symptoms with other conditions like allergies and the multitude of stimuli that might trigger DED onset. There is also difficulty due to limitations on the diagnostic testing available to clinicians, as poor reliability and a lack of standardization plague accurate diagnoses. Identified biomarkers can help identify DED pathophysiology and category, and these include molecular biomarkers like matrix metalloproteinase-9 (MMP-9), cytokines, lactotransferrin, and lacritin, as well as functional biomarkers such as tear osmolarity. Diagnostic tools, such as the InflammaDry and I-Pen Tear Osmolarity System, also now allow for point-of-care measurement of select biomarkers, including MMP-9 and osmolarity. Nonetheless, there remains a critical need for additional, reliable, and accurate diagnostic devices to better aid in the diagnosis and management of DED. This review uniquely combines a review on the current understanding of various biomarkers with an overview of the emerging technologies available to healthcare providers, aiding in better-informed diagnosis and treatment of DED.

Indexed as

BiomarkersDry Eye SyndromesAnimalsHumansMatrix Metalloproteinase 9Osmolar ConcentrationTearsTranslational Research, BiomedicalBiomarkersMatrix Metalloproteinase 9diagnosticsdryeyeinflammationlactoferrinmatrix metalloproteinase-9osmolarityosmometry

Identifiers

PMID40943473
PMCPMC12429694

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.