Retinal Disease and Metabolism

Fu, Zhongjie; Usui‐Ouchi, Ayumi; Allen, William E.; Tomita, Yohei

doi:10.3390/life12020183

Cited by 2 publications

(3 citation statements)

References 43 publications

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“…With different settings, all models reach a high accuracy of over 91%, supporting our method's effectiveness for robustness. Firstly, for patch size, we select different pairs of patch sizes including (1,4), (2,4), and (1,8), and the results showed that (1,4) achieved the best average performance. K represents how many most similar patches in the feature space each patch needs to select for information aggregation.…”

Section: Ablation Studiesmentioning

confidence: 99%

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Sq-Swin: Siamese Quadratic Swin Transformer for Lettuce Browning Prediction

Wang

Zhang

et al. 2023

Preprint

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Section: Ablation Studiesmentioning

confidence: 99%

“…Retinal diseases, such as diabetic retinopathy (DR), agerelated macular degeneration (AMD), and retinopathy of prematurity (ROP), are some of the leading causes of blindness worldwide [1]. Regular retinal examinations can facilitate early disease diagnosis before the manifestation of any symptomatic indications.…”

Section: Introductionmentioning

confidence: 99%

Sq-Swin: Siamese Quadratic Swin Transformer for Lettuce Browning Prediction

Wang

Zhang

et al. 2023

Preprint

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“…By 2050, there are expected to be approximately 90% more people with vision impairment and 50% more blind people [1]. Retinopathy, as one of the leading diseases causing visual impairment and blindness, includes diabetic retinopathy (DR), age-related macular degeneration (AMD), and many other retinal diseases [2,3]. It has become a national and even an international issue with unmet strategies and treatments.…”

Section: Introductionmentioning

confidence: 99%

Branched-Chain Amino Acids Metabolism and Their Roles in Retinopathy: From Relevance to Mechanism

Zhang

Xia

et al. 2023

Nutrients

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Retinopathy is one of the leading causes of irreversible blindness and vision loss worldwide. Imbalanced nutrients play important roles in the pathogenesis and pathophysiology of retinal diseases. Branched-Chain Amino Acids (BCAAs), as essential amino acids, perform a variety of biological functions, including protein synthesis, glucose metabolism, lipid metabolism, inflammation, and oxidative stress in metabolic tissues of diabetes and aging-related diseases. Recently, it has been shown that BCAAs are highly related to neuroprotection, oxidative stress, inflammatory and glutamate toxicity in the retina of retinopathy. Therefore, this review summarizes the alterations of BCAA levels in retinopathy, especially diabetic retinopathy and aging-related macular disease, and the genetics, functions, and mechanisms of BCAAs in the retina as well as other metabolic tissues for reference. All of these efforts aim to provide fundamental knowledge of BCAAs for further discoveries and research on retina health based on the sensing and signaling of essential amino acids.

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Retinal Disease and Metabolism

Abstract: Retinal diseases, such as diabetic retinopathy (DR), age-related macular degeneration (AMD), and retinopathy of prematurity (ROP), are some of the leading causes of blindness all over the world [...]

Cited by 2 publications

References 43 publications

Sq-Swin: Siamese Quadratic Swin Transformer for Lettuce Browning Prediction

Sq-Swin: Siamese Quadratic Swin Transformer for Lettuce Browning Prediction

Branched-Chain Amino Acids Metabolism and Their Roles in Retinopathy: From Relevance to Mechanism

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