Opportunities and Challenges of Whole-Cell and -Tissue Simulations of the Outer Retina in Health and Disease

IF 7 Q1 MATHEMATICAL & COMPUTATIONAL BIOLOGY Annual Review of Biomedical Data Science Pub Date : 2018-07-20 DOI:10.1146/ANNUREV-BIODATASCI-080917-013356
P. Luthert, Luis Serrano, C. Kiel
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引用次数: 4

Abstract

Visual processing starts in the outer retina, where photoreceptor cells sense photons that trigger electrical responses. Retinal pigment epithelial cells are located external to the photoreceptor layer and have critical functions in supporting cell and tissue homeostasis and thus sustaining a healthy retina. The high level of specialization makes the retina vulnerable to alterations that promote retinal degeneration. In this review, we discuss opportunities and challenges in proposing whole-cell and -tissue simulations of the human outer retina. An implicit position taken throughout this review is that mapping diverse data sets onto integrative computational models is likely to be a pivotal approach to understanding complex disease and developing novel interventions.
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外视网膜全细胞和组织模拟在健康和疾病中的机遇和挑战
视觉处理始于视网膜外层,感光细胞在那里感应触发电反应的光子。视网膜色素上皮细胞位于感光层外部,在支持细胞和组织稳态,从而维持健康视网膜方面具有关键功能。高度的专业化使视网膜容易受到促进视网膜变性的改变的影响。在这篇综述中,我们讨论了提出人类外视网膜的全细胞和组织模拟的机会和挑战。在这篇综述中,一个隐含的立场是,将不同的数据集映射到综合计算模型上可能是理解复杂疾病和开发新干预措施的关键方法。
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来源期刊
CiteScore
11.10
自引率
1.70%
发文量
0
期刊介绍: The Annual Review of Biomedical Data Science provides comprehensive expert reviews in biomedical data science, focusing on advanced methods to store, retrieve, analyze, and organize biomedical data and knowledge. The scope of the journal encompasses informatics, computational, artificial intelligence (AI), and statistical approaches to biomedical data, including the sub-fields of bioinformatics, computational biology, biomedical informatics, clinical and clinical research informatics, biostatistics, and imaging informatics. The mission of the journal is to identify both emerging and established areas of biomedical data science, and the leaders in these fields.
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