Retina Oculomics in Neurodegenerative Disease

被引:11
|
作者
Suh, Alex [1 ]
Ong, Joshua [2 ]
Kamran, Sharif Amit [3 ]
Waisberg, Ethan [4 ]
Paladugu, Phani [5 ,6 ]
Zaman, Nasif [3 ]
Sarker, Prithul [3 ]
Tavakkoli, Alireza [3 ]
Lee, Andrew G. [7 ,8 ,9 ,10 ,11 ,12 ,13 ,14 ]
机构
[1] Tulane Univ, Sch Med, New Orleans, LA 70118 USA
[2] Univ Michigan, Michigan Med, Ann Arbor, MI USA
[3] Univ Nevada, Dept Comp Sci & Engn, Human Machine Percept Lab, Reno, NV USA
[4] Univ Coll Dublin, Sch Med, Dublin, Ireland
[5] Harvard Med Sch, Brigham & Womens Hosp, Boston, MA USA
[6] Thomas Jefferson Univ, Sidney Kimmel Med Coll, Philadelphia, PA USA
[7] Baylor Coll Med, Ctr Space Med, Houston, TX USA
[8] Houston Methodist Hosp, Blanton Eye Inst, Dept Ophthalmol, 6560 Fannin St 450, Houston, TX 77030 USA
[9] Houston Methodist Hosp, Houston Methodist Res Inst, Houston, TX USA
[10] Weill Cornell Med, Dept Ophthalmol Neurol & Neurosurg, New York, NY USA
[11] Univ Texas Med Branch, Dept Ophthalmol, Galveston, TX USA
[12] Univ Texas MD Anderson Canc Ctr, Houston, TX USA
[13] Texas A&M Coll Med, Bryan, TX USA
[14] Univ Iowa Hosp & Clin, Dept Ophthalmol, Iowa City, IA USA
关键词
Oculomics; Machine learning; Retina; Systemic disease; OPTICAL COHERENCE TOMOGRAPHY; NERVE-FIBER LAYER; AMYOTROPHIC-LATERAL-SCLEROSIS; MILD COGNITIVE IMPAIRMENT; ALZHEIMERS-DISEASE; PARKINSONS-DISEASE; FRONTOTEMPORAL DEMENTIA; HUNTINGTONS-DISEASE; POTENTIAL BIOMARKER; ABNORMALITIES;
D O I
10.1007/s10439-023-03365-0
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Ophthalmic biomarkers have long played a critical role in diagnosing and managing ocular diseases. Oculomics has emerged as a field that utilizes ocular imaging biomarkers to provide insights into systemic diseases. Advances in diagnostic and imaging technologies including electroretinography, optical coherence tomography (OCT), confocal scanning laser ophthalmoscopy, fluorescence lifetime imaging ophthalmoscopy, and OCT angiography have revolutionized the ability to understand systemic diseases and even detect them earlier than clinical manifestations for earlier intervention. With the advent of increasingly large ophthalmic imaging datasets, machine learning models can be integrated into these ocular imaging biomarkers to provide further insights and prognostic predictions of neurodegenerative disease. In this manuscript, we review the use of ophthalmic imaging to provide insights into neurodegenerative diseases including Alzheimer Disease, Parkinson Disease, Amyotrophic Lateral Sclerosis, and Huntington Disease. We discuss recent advances in ophthalmic technology including eye-tracking technology and integration of artificial intelligence techniques to further provide insights into these neurodegenerative diseases. Ultimately, oculomics opens the opportunity to detect and monitor systemic diseases at a higher acuity. Thus, earlier detection of systemic diseases may allow for timely intervention for improving the quality of life in patients with neurodegenerative disease.
引用
收藏
页码:2708 / 2721
页数:14
相关论文
共 50 条
  • [1] Retina Oculomics in Neurodegenerative Disease
    Alex Suh
    Joshua Ong
    Sharif Amit Kamran
    Ethan Waisberg
    Phani Paladugu
    Nasif Zaman
    Prithul Sarker
    Alireza Tavakkoli
    Andrew G. Lee
    Annals of Biomedical Engineering, 2023, 51 : 2708 - 2721
  • [2] Glaucoma: A Neurodegenerative Disease of the Retina and Beyond - Part A Preface
    Bagetta, Giacinto
    Nucci, Carlo
    GLAUCOMA: A NEURODEGENERATIVE DISEASE OF THE RETINA AND BEYOND - PT A, 2020, 256 : XVII - XVIII
  • [3] Oculomics: The eye as a window to systemic disease
    Balaskas, Konstantinos
    ACTA OPHTHALMOLOGICA, 2022, 100
  • [4] Glaucoma: A Neurodegenerative Disease of the Retina and Beyond - Part B Preface
    Bagetta, Giacinto
    Nucci, Carlo
    GLAUCOMA: A NEURODEGENERATIVE DISEASE OF THE RETINA AND BEYOND - PT B, 2020, 257 : XIII - XIV
  • [5] Neurotrophic molecules in the treatment of neurodegenerative disease with focus on the retina: status and perspectives
    Unsicker, Klaus
    CELL AND TISSUE RESEARCH, 2013, 353 (02) : 205 - 218
  • [6] Neurotrophic molecules in the treatment of neurodegenerative disease with focus on the retina: status and perspectives
    Klaus Unsicker
    Cell and Tissue Research, 2013, 353 : 205 - 218
  • [7] Oculomics: A Crusade Against the Four Horsemen of Chronic Disease
    Patterson, Emily J.
    Bounds, Alistair D.
    Wagner, Siegfried K.
    Kadri-Langford, Richard
    Taylor, Robin
    Daly, Dan
    OPHTHALMOLOGY AND THERAPY, 2024, 13 (06) : 1427 - 1451
  • [8] A new look on Alzheimer's and Parkinson's disease: in vivo imaging of neurodegenerative disease processes in the retina
    De Groef, Lies
    Veys, Lien
    Vandenabeele, Marjan
    Andries, Lien
    Lefevere, Evy
    Bousset, Luc
    Van den Haute, Chris
    Stalmans, Ingeborg
    Melki, Ronald
    Baekelandt, Veerle
    Moons, Lieve K. M.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [9] The Aging Retina in the Context of Cerebral Neurodegenerative Diseases
    Boehm, Michael R. R.
    Thanos, Solon
    KLINISCHE MONATSBLATTER FUR AUGENHEILKUNDE, 2019, 236 (05) : 682 - 690
  • [10] NEURODEGENERATIVE DISEASE Neurodegenerative networking
    Yates, Darran
    NATURE REVIEWS NEUROSCIENCE, 2012, 13 (05) : 289 - 289