Evidence map›Paper›PMID 42596023›Full record

ArticleEye and vision (London, England)2026

Development of a predictive model for visual outcomes and risk factors of bilateral involvement for non-arteritic anterior ischemic optic neuropathy (NAION) in Chinese patients.

Xintong Xu, Mingming Sun, Shanshan Cao, Chunyan Pan, Yuhang Wang, Biyue Chen, Andrew G Lee, Jost Jonas, Quangang Xu, Shihui Wei and 1 more

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Article in Eye and vision (London, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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11 authors.

Xintong Xu *Senior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Mingming Sun *Senior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Shanshan Cao *Senior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Chunyan PanSenior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Yuhang WangSenior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Biyue ChenSenior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Andrew G LeeUTMB (Galveston, TX, USA) Department of Ophthalmology, Texas A&M University, Houston, TX, USA.
Jost JonasRothschild Foundation Hospital, Paris, France, 25-29 Rue Manin, 75019, Paris, France.
Quangang XuSenior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China.
Shihui WeiSenior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China. weishihui706@hotmail.com.
Huanfen ZhouSenior Department of Ophthalmology, Chinese PLA General Hospital, Beijing, 100853, China. zhouzhoueye@163.com.ORCID https://orcid.org/0000-0002-8170-8195

Funding

Clinical Collaboration Project of Integrated Traditional Chinese and Western Medicine for Major Difficult Diseases ZDYN-2024-A-155National Natural Science Foundation of China 82571202
6 · The paper itself

Abstract

backgroundThis study aimed to explore the risk factors associated with bilateral involvement and to develop a predictive model for visual prognosis in Chinese patients with non-arteritic anterior ischemic optic neuropathy (NAION).

methodsIn this retrospective database-related meta-analysis, we retrospectively identified patients with NAION from the Chinese Neuro-Ophthalmic Diseases project database between September 2020 and December 2024. The clinical characteristics of the patients were summarized. Logistic and stepwise regression analyses were performed to identify the factors associated with bilateral involvement. Patients were randomly divided into training (75%) and validation (25%) cohorts. Least absolute shrinkage and selection operator (LASSO) and logistic regression analyses were used to develop a model for predicting factors associated with a best-corrected visual acuity (BCVA) ≤ 0.3 (decimal).

resultsThe study included 895 patients (560 [62.57%] males, 1,128 eyes; mean age: 55.6 ± 10.4 years). Bilateral NAION was present in 226 (25.3%) patients. At the follow-up examination, 522 patients (730 eyes) had a BCVA ≤ 0.3 in 369 (50.6%) eyes. Bilateral NAION involvement was associated with hyperlipidemia (t = 2.02, P = 0.04), hematologic disorders (t = 2.31, P = 0.02), and smoking (t = 4.79, P < 0.01). Risk factors for a BCVA ≤ 0.3 at follow-up were a lower BCVA at onset (odds ratio [OR] = 0.72, 95% confidence interval [CI]: 0.64-0.82, P < 0.01), diabetes mellitus (OR = 2.97, 95% CI: 1.10-8.03, P = 0.03), hyperhomocysteinemia (OR = 11.59, 95% CI: 1.87-71.97, P = 0.01), and macular serous detachment (OR = 6.70, 95% CI: 1.34-33.40, P = 0.02). The area under the receiver operating characteristic curve was 0.87 (95% CI: 0.83-0.87) for the training cohort and 0.86 (95% CI: 0.80-0.86) for the validation cohort.

conclusionsHyperlipidemia, hematologic disorders, and smoking were significant risk factors for bilateral NAION, whereas the severity of vision loss at onset, diabetes mellitus, hyperhomocysteinemia, and macular serous detachment were associated with poor visual prognosis in Chinese patients with NAION.

Indexed as

Non-arteritic anterior ischemic optic neuropathyRisk factorsVisual prognosis

Identifiers

PMID42596023
PMCPMC13474980

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