2022
DOI: 10.1016/j.heliyon.2022.e08973
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A histological study of atherosclerotic characteristics in age-related macular degeneration

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Cited by 8 publications
(9 citation statements)
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“…We constructed LASSO regression models using the R package “glmnet” to analyze the diagnostic contributions of these 18 IGPs. LASSO played a crucial role in implementing measures to prevent overfitting, ensuring the robustness and generalizability of the model [ 36 ]. As depicted in Fig.…”
Section: Resultsmentioning
confidence: 99%
“…We constructed LASSO regression models using the R package “glmnet” to analyze the diagnostic contributions of these 18 IGPs. LASSO played a crucial role in implementing measures to prevent overfitting, ensuring the robustness and generalizability of the model [ 36 ]. As depicted in Fig.…”
Section: Resultsmentioning
confidence: 99%
“…A limiting factor is the relative insufficient knowledge of the specific role of the different immune cell types within the retinal inflammatory orchestra that leads to tissue degeneration. Genetic investigations [ 62 ], alongside human histological data and animal studies [ 63 , 64 ], have predominantly concentrated on the involvement of innate immunity in mediating cellular death during the progression of retinal degeneration. Upon injury, macrophages/monocytes are activated, and their reactivity can be harmful as well as beneficial, depending on the surrounding milieu.…”
Section: Discussionmentioning
confidence: 99%
“…A limiting factor is the relative insufficient knowledge of the specific role of the different immune cell types within the retinal inflammatory orchestra that leads to tissue degeneration. Genetic investigations (56), alongside human histological data and animal studies (57, 58), have pre-dominantly concentrated on the involvement of innate immunity in mediating cellular death during the progression of retinal degeneration. Upon injury, macrophages/monocytes are activated, and their reactivity can be harmful as well as beneficial, depending on the surrounding milieu.…”
Section: Discussionmentioning
confidence: 99%