A Tear-Based Approach for Rapid Identification of Bacterial Pathogens in Corneal Ulcers Using Nanopore Sequencing

Abstract

Purpose: Corneal ulcers pose a significant threat to vision, with the need for prompt and precise pathogen identification being critical to effective treatment. This study assesses the efficacy of using next-generation portable sequencing (Nanopore Technology) to detect and identify bacterial pathogens directly from tear samples, providing a non-invasive alternative to traditional corneal scraping and culture, which are limited by high false-negative rates. Design: Prospective observational study. Participants: Ten participants diagnosed with corneal ulcers. Methods: Tear samples were collected from the ocular surface using Schirmer strips. Corneal scrapings and cultures were performed as medically indicated. The 16S rRNA gene was amplified directly from the tear samples using polymerase chain reaction (PCR), and Nanopore sequencing was used for bacterial species identification and taxonomic classification. Comparative analysis was conducted to evaluate the concordance between Nanopore sequencing results and traditional culture methods. Main Outcome Measures: Comparison of bacterial species detected via Nanopore sequencing with those identified through traditional culture methods. Results: Bacterial DNA was identified in 8 of the 10 samples analyzed using the tear-based sequencing method. Notably, Nanopore sequencing accurately identified the causative bacteria in all 4 samples that exhibited bacterial growth on culture. Additionally, it detected bacterial pathogens in 2 of the 4 ulcers that did not show bacterial growth on culture. In 2 cases where cultures could not be obtained due to the small size of the ulcer, tear sequencing successfully identified bacterial species, highlighting potentially overlooked pathogens in corneal ulcers. Conclusions: PCR amplification of 16S RNA directly from tears followed by Nanopore sequencing is an effective, non-invasive method to identify bacterial pathogens in corneal ulcers, offering non-inferior results to traditional culture methods. This technique not only allows for the detection of traditionally hard-to-culture organisms, providing immediate diagnostic value to guide treatment, but also enhances our understanding of the microbiological landscape of corneal ulcers, thereby informing more effective treatment strategies.

Competing Interest Statement

The authors have declared no competing interest.

Funding Statement

This study was supported through a grant from the Connecticut Lions Eye Research Foundation. M.F.B. is supported by NIH Research Grant P30CA016359 from the National Cancer Institute, R21EY035090 from the National Eye Institute, and by the Office of the Assistant Secretary of Defense for Health Affairs through the Melanoma Research Program under Award No. HT9425-23-1-1070. C.Y.B. is funded by American Heart Association Award 857722 and K23 DK129836 from the National Institute of Diabetes and Digestive and Kidney Diseases.

Author Declarations

I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.

Yes

The details of the IRB/oversight body that provided approval or exemption for the research described are given below:

The Institutional Review Board of Yale University gave ethical approval for this work. This study was conducted in accordance with the principles of the Declaration of Helsinki and informed consent was obtained from all patients.

I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.

Yes

I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

Yes

I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.

Yes

Data Availability

All data produced in the present study are available upon reasonable request to the authors.

留言 (0)

沒有登入
gif