Asma Poursoroush, Vida Abedi, Xiaoqin Huang, Jiang Li, Alireza Vafaei Sadr, Amy L de Jongh Curry, Louis R Pasquale, Michael V Boland, Chris A Johnson, Siamak Yousefi
{"title":"Identification of a Novel Subtype of Ocular Hypertensive Eyes with the Lowest Risk of Progression Under Treatment.","authors":"Asma Poursoroush, Vida Abedi, Xiaoqin Huang, Jiang Li, Alireza Vafaei Sadr, Amy L de Jongh Curry, Louis R Pasquale, Michael V Boland, Chris A Johnson, Siamak Yousefi","doi":"10.1007/s40123-025-01174-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Our aim in this work is to identify a subtype of ocular hypertensive eyes that benefited the most from topical hypertensive medication.</p><p><strong>Methods: </strong>We included 1636 patients (817 patients in the active group and 819 in the observation group) who participated in the Ocular Hypertension Treatment Study (OHTS). We developed principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and unsupervised density-based clustering, then applied to the baseline visual fields (VFs) to identify different clusters of eyes. For each cluster, the rate of mean deviation (MD) worsening was calculated based on 7 years of follow-up. To determine which cluster (subtype) of eyes responded better to the ocular hypertensive medications, MD worsening was compared between the active and observation groups within each cluster of eyes separately.</p><p><strong>Results: </strong>We identified 13 clusters based on visual field (VF) tests at baseline visits. Among these, one cluster demonstrated a significantly better response to ocular hypotensive medication compared to the others. Key distinguishing characteristics of this cluster included a lower frequency of family history of glaucoma (p = 0.006) but a higher prevalence of heart disease (p < 0.001) and high blood pressure (p < 0.001). Interestingly, although eyes in this cluster had a worse baseline MD than those in all other clusters (- 2.2 ± 0.1 dB vs. + 0.47 ± 1.2 dB, p < 0.001) and patients were older (64.3 ± 9.5 vs. 54.7 ± 8.94 years, p < 0.001), this was the only cluster where the MD progression rate in the treatment (active) group was significantly lower than in the observation group (+ 0.04 dB/year vs. - 0.09 dB/year, p = 0.03). Furthermore, treated eyes in this cluster had a significantly better MD progression rate than treated eyes in all other clusters (+ 0.04 dB/year vs. - 0.07 dB/year, p < 0.001).</p><p><strong>Conclusions: </strong>We identified a subtype of ocular hypertensive eyes in the OHTS that showed a better response to topical hypotensive medications, as indicated by the least risk of progression.</p>","PeriodicalId":19623,"journal":{"name":"Ophthalmology and Therapy","volume":" ","pages":"1893-1903"},"PeriodicalIF":2.6000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12270990/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ophthalmology and Therapy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s40123-025-01174-3","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/28 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction: Our aim in this work is to identify a subtype of ocular hypertensive eyes that benefited the most from topical hypertensive medication.
Methods: We included 1636 patients (817 patients in the active group and 819 in the observation group) who participated in the Ocular Hypertension Treatment Study (OHTS). We developed principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and unsupervised density-based clustering, then applied to the baseline visual fields (VFs) to identify different clusters of eyes. For each cluster, the rate of mean deviation (MD) worsening was calculated based on 7 years of follow-up. To determine which cluster (subtype) of eyes responded better to the ocular hypertensive medications, MD worsening was compared between the active and observation groups within each cluster of eyes separately.
Results: We identified 13 clusters based on visual field (VF) tests at baseline visits. Among these, one cluster demonstrated a significantly better response to ocular hypotensive medication compared to the others. Key distinguishing characteristics of this cluster included a lower frequency of family history of glaucoma (p = 0.006) but a higher prevalence of heart disease (p < 0.001) and high blood pressure (p < 0.001). Interestingly, although eyes in this cluster had a worse baseline MD than those in all other clusters (- 2.2 ± 0.1 dB vs. + 0.47 ± 1.2 dB, p < 0.001) and patients were older (64.3 ± 9.5 vs. 54.7 ± 8.94 years, p < 0.001), this was the only cluster where the MD progression rate in the treatment (active) group was significantly lower than in the observation group (+ 0.04 dB/year vs. - 0.09 dB/year, p = 0.03). Furthermore, treated eyes in this cluster had a significantly better MD progression rate than treated eyes in all other clusters (+ 0.04 dB/year vs. - 0.07 dB/year, p < 0.001).
Conclusions: We identified a subtype of ocular hypertensive eyes in the OHTS that showed a better response to topical hypotensive medications, as indicated by the least risk of progression.
期刊介绍：
Aims and Scope
Ophthalmology and Therapy is an international, open access, peer-reviewed (single-blind), and rapid publication journal. The scope of the journal is broad and will consider all scientifically sound research from preclinical, clinical (all phases), observational, real-world, and health outcomes research around the use of ophthalmological therapies, devices, and surgical techniques.
The journal is of interest to a broad audience of pharmaceutical and healthcare professionals and publishes original research, reviews, case reports/series, trial protocols and short communications such as commentaries and editorials. Ophthalmology and Therapy will consider all scientifically sound research be it positive, confirmatory or negative data. Submissions are welcomed whether they relate to an international and/or a country-specific audience, something that is crucially important when researchers are trying to target more specific patient populations. This inclusive approach allows the journal to assist in the dissemination of quality research, which may be considered of insufficient interest by other journals.
Rapid Publication
The journal’s publication timelines aim for a rapid peer review of 2 weeks. If an article is accepted it will be published 3–4 weeks from acceptance. The rapid timelines are achieved through the combination of a dedicated in-house editorial team, who manage article workflow, and an extensive Editorial and Advisory Board who assist with peer review. This allows the journal to support the rapid dissemination of research, whilst still providing robust peer review. Combined with the journal’s open access model this allows for the rapid, efficient communication of the latest research and reviews, fostering the advancement of ophthalmic therapies.
Open Access
All articles published by Ophthalmology and Therapy are open access.
Personal Service
The journal’s dedicated in-house editorial team offer a personal “concierge service” meaning authors will always have an editorial contact able to update them on the status of their manuscript. The editorial team check all manuscripts to ensure that articles conform to the most recent COPE, GPP and ICMJE publishing guidelines. This supports the publication of ethically sound and transparent research.
Digital Features and Plain Language Summaries
Ophthalmology and Therapy offers a range of additional features designed to increase the visibility, readership and educational value of the journal’s content. Each article is accompanied by key summary points, giving a time-efficient overview of the content to a wide readership. Articles may be accompanied by plain language summaries to assist readers who have some knowledge of, but not in-depth expertise in, the area to understand the scientific content and overall implications of the article. The journal also provides the option to include various types of digital features including animated abstracts, video abstracts, slide decks, audio slides, instructional videos, infographics, podcasts and animations. All additional features are peer reviewed to the same high standard as the article itself. If you consider that your paper would benefit from the inclusion of a digital feature, please let us know. Our editorial team are able to create high-quality slide decks and infographics in-house, and video abstracts through our partner Research Square, and would be happy to assist in any way we can. For further information about digital features, please contact the journal editor (see ‘Contact the Journal’ for email address), and see the ‘Guidelines for digital features and plain language summaries’ document under ‘Submission guidelines’.
For examples of digital features please visit our showcase page https://springerhealthcare.com/expertise/publishing-digital-features/
Publication Fees
Upon acceptance of an article, authors will be required to pay the mandatory Rapid Service Fee of €5250/$6000/£4300. The journal will consider fee discounts and waivers for developing countries and this is decided on a case by case basis.
Peer Review Process
Upon submission, manuscripts are assessed by the editorial team to ensure they fit within the aims and scope of the journal and are also checked for plagiarism. All suitable submissions are then subject to a comprehensive single-blind peer review. Reviewers are selected based on their relevant expertise and publication history in the subject area. The journal has an extensive pool of editorial and advisory board members who have been selected to assist with peer review based on the afore-mentioned criteria.
At least two extensive reviews are required to make the editorial decision, with the exception of some article types such as Commentaries, Editorials, and Letters which are generally reviewed by one member of the Editorial Board. Where reviewer recommendations are conflicted, the editorial board will be contacted for further advice and a presiding decision. Manuscripts are then either accepted, rejected or authors are required to make major or minor revisions (both reviewer comments and editorial comments may need to be addressed). Once a revised manuscript is re-submitted, it is assessed along with the responses to reviewer comments and if it has been adequately revised it will be accepted for publication. Accepted manuscripts are then copyedited and typeset by the production team before online publication. Appeals against decisions following peer review are considered on a case-by-case basis and should be sent to the journal editor.
Preprints
We encourage posting of preprints of primary research manuscripts on preprint servers, authors’ or institutional websites, and open communications between researchers whether on community preprint servers or preprint commenting platforms. Posting of preprints is not considered prior publication and will not jeopardize consideration in our journals. Authors should disclose details of preprint posting during the submission process or at any other point during consideration in one of our journals. Once the manuscript is published, it is the author’s responsibility to ensure that the preprint record is updated with a publication reference, including the DOI and a URL link to the published version of the article on the journal website.
Please follow the link for further information on preprint sharing:
https://www.springer.com/gp/authors-editors/journal-author/journal-author-helpdesk/submission/1302#c16721550
Copyright
Ophthalmology and Therapy''s content is published open access under the Creative Commons Attribution-Noncommercial License, which allows users to read, copy, distribute, and make derivative works for non-commercial purposes from the material, as long as the author of the original work is cited. The author assigns the exclusive right to any commercial use of the article to Springer. For more information about the Creative Commons Attribution-Noncommercial License, click here: http://creativecommons.org/licenses/by-nc/4.0.
Contact
For more information about the journal, including pre-submission enquiries, please contact christopher.vautrinot@springer.com.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
