Implication of specific retinal cell-type involvement and gene expression changes in AMD progression using integrative analysis of single-cell and bulk RNA-seq profiling.

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Title: Implication of specific retinal cell-type involvement and gene expression changes in AMD progression using integrative analysis of single-cell and bulk RNA-seq profiling.
Authors: Lyu Y; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA., Zauhar R; Department of Chemistry and Biochemistry, The University of the Sciences in Philadelphia, Philadelphia, PA, 19104, USA., Dana N; Departments of Ophthalmology and Human Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA., Strang CE; Department of Psychology, University of Alabama At Birmingham, Birmingham, AL, 35294, USA., Hu J; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA., Wang K; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.; Department of Information Theory and Data Science, School of Mathematical Sciences and LPMC, Nankai University, Tianjin, 30071, China., Liu S; Department of Biochemistry and Molecular Genetics, University of Alabama At Birmingham, Birmingham, AL, 35294, USA., Pan N; Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, 19104, USA., Gamlin P; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA., Kimble JA; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA., Messinger JD; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA., Curcio CA; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA., Stambolian D; Departments of Ophthalmology and Human Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA. stamboli@pennmedicine.upenn.edu., Li M; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA. mingyao@pennmedicine.upenn.edu.
Source: Scientific reports [Sci Rep] 2021 Aug 02; Vol. 11 (1), pp. 15612. Date of Electronic Publication: 2021 Aug 02.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep
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  Data: <searchLink fieldCode="AU" term="%22Lyu+Y%22">Lyu Y</searchLink>; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Zauhar+R%22">Zauhar R</searchLink>; Department of Chemistry and Biochemistry, The University of the Sciences in Philadelphia, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Dana+N%22">Dana N</searchLink>; Departments of Ophthalmology and Human Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Strang+CE%22">Strang CE</searchLink>; Department of Psychology, University of Alabama At Birmingham, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Hu+J%22">Hu J</searchLink>; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Wang+K%22">Wang K</searchLink>; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.; Department of Information Theory and Data Science, School of Mathematical Sciences and LPMC, Nankai University, Tianjin, 30071, China.<br /><searchLink fieldCode="AU" term="%22Liu+S%22">Liu S</searchLink>; Department of Biochemistry and Molecular Genetics, University of Alabama At Birmingham, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Pan+N%22">Pan N</searchLink>; Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, 19104, USA.<br /><searchLink fieldCode="AU" term="%22Gamlin+P%22">Gamlin P</searchLink>; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Kimble+JA%22">Kimble JA</searchLink>; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Messinger+JD%22">Messinger JD</searchLink>; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Curcio+CA%22">Curcio CA</searchLink>; Department of Ophthalmology and Visual Sciences, University of Alabama At Birmingham, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Stambolian+D%22">Stambolian D</searchLink>; Departments of Ophthalmology and Human Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA. stamboli@pennmedicine.upenn.edu.<br /><searchLink fieldCode="AU" term="%22Li+M%22">Li M</searchLink>; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA. mingyao@pennmedicine.upenn.edu.
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