Artificial intelligence-driven metabolomics of retinal nerve fibre layer to profile risks of mortality and cardiometabolic diseases
Year: 2025
Type: article
Language: en
Topic: Retinal Imaging and Analysis
Authors and affiliations:
raw_author_name: Shaopeng Yang
raw_affiliation_strings: State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
raw_author_name: Zhuoyao Xin
raw_affiliation_strings: Department of Biomedical Engineering, Columbia University, New York, NY, USA
Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
raw_author_name: Huangdong Li
raw_affiliation_strings: State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
raw_author_name: Ziyu Zhu
raw_affiliation_strings: State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
raw_author_name: Lisa Zhuoting Zhu
raw_affiliation_strings: Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
raw_author_name: Xianwen Shang
raw_affiliation_strings: Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
raw_author_name: Wenyong Huang
raw_affiliation_strings: State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
raw_author_name: Lei Zhang
raw_affiliation_strings: Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
Clinical Medical Research Center, Children's Hospital of Nanjing Medical University, Nanjing, China
raw_author_name: Mingguang He
raw_affiliation_strings: Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Kowloon, Hong Kong, China
State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
raw_author_name: Jost B. Jonas
raw_affiliation_strings: Rothschild Foundation Hospital, Institut Français de Myopie, Paris, France
Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
raw_author_name: Nathan Congdon
raw_affiliation_strings: Centre for Public Health, Queen's University Belfast, Belfast, UK. ncongdon1@gmail.com
Orbis International, New York, NY, USA. ncongdon1@gmail.com
State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China. ncongdon1@gmail.com
Centre for Public Health, Queen's University Belfast, Belfast, UK
Orbis International, New York, NY, USA
raw_author_name: Ching-Yu Cheng
raw_affiliation_strings: Centre for Innovation and Precision Eye Health and Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore. chingyu.cheng@nus.edu.sg
Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore. chingyu.cheng@nus.edu.sg
Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
raw_author_name: Lingyi Liang
raw_affiliation_strings: State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China. lianglingyi@gzzoc.com
State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
raw_author_name: Wei Wang
raw_affiliation_strings: Guangdong Basic Research Center of Excellence for Major Blinding Eye Diseases Prevention and Treatment, Guangzhou, China. wangwei@gzzoc.com
Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Haikou, China. wangwei@gzzoc.com
State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China. wangwei@gzzoc.com
WHO Collaborating Centre for Eye Care and Vision, Guangzhou, China. wangwei@gzzoc.com
Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Haikou, China
WHO Collaborating Centre for Eye Care and Vision, Guangzhou, China
Guangdong Basic Research Center of Excellence for Major Blinding Eye Diseases Prevention and Treatment, Guangzhou, China