scholarly journals A network‐based drug‐screening platform for Alzheimer’s disease by integrating mathematical modeling and pathological features of human brain organoids

2021 ◽  
Vol 17 (S9) ◽  
Author(s):  
Jong‐Chan Park ◽  
So‐Young Jang ◽  
Dongjoon Lee ◽  
Jeongha Lee ◽  
Uiryong Kang ◽  
...  
2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Jong-Chan Park ◽  
So-Yeong Jang ◽  
Dongjoon Lee ◽  
Jeongha Lee ◽  
Uiryong Kang ◽  
...  

AbstractDeveloping effective drugs for Alzheimer’s disease (AD), the most common cause of dementia, has been difficult because of complicated pathogenesis. Here, we report an efficient, network-based drug-screening platform developed by integrating mathematical modeling and the pathological features of AD with human iPSC-derived cerebral organoids (iCOs), including CRISPR-Cas9-edited isogenic lines. We use 1300 organoids from 11 participants to build a high-content screening (HCS) system and test blood–brain barrier-permeable FDA-approved drugs. Our study provides a strategy for precision medicine through the convergence of mathematical modeling and a miniature pathological brain model using iCOs.


2019 ◽  
Vol 56 (11) ◽  
pp. 7719-7730 ◽  
Author(s):  
David Schubert ◽  
Devin Kepchia ◽  
Zhibin Liang ◽  
Richard Dargusch ◽  
Joshua Goldberg ◽  
...  

PLoS ONE ◽  
2011 ◽  
Vol 6 (9) ◽  
pp. e25788 ◽  
Author(s):  
Naoki Yahata ◽  
Masashi Asai ◽  
Shiho Kitaoka ◽  
Kazutoshi Takahashi ◽  
Isao Asaka ◽  
...  

2021 ◽  
pp. 1-14
Author(s):  
Pan Liu ◽  
Qian Yang ◽  
Ning Yu ◽  
Yan Cao ◽  
Xue Wang ◽  
...  

Background: Alzheimer’s disease (AD) is one of the most challenging diseases causing an increasing burden worldwide. Although the neuropathologic diagnosis of AD has been established for many years, the metabolic changes in neuropathologic diagnosed AD samples have not been fully investigated. Objective: To elucidate the potential metabolism dysregulation in the postmortem human brain samples assessed by AD related pathological examination. Methods: We performed untargeted and targeted metabolomics in 44 postmortem human brain tissues. The metabolic differences in the hippocampus between AD group and control (NC) group were compared. Results: The results show that a pervasive metabolic dysregulation including phenylalanine metabolism, valine, leucine, and isoleucine biosynthesis, biotin metabolism, and purine metabolism are associated with AD pathology. Targeted metabolomics reveal that phenylalanine, phenylpyruvic acid, and N-acetyl-L-phenylalanine are upregulated in AD samples. In addition, the enzyme IL-4I1 catalyzing transformation from phenylalanine to phenylpyruvic acid is also upregulated in AD samples. Conclusion: There is a pervasive metabolic dysregulation in hippocampus with AD-related pathological changes. Our study suggests that the dysregulation of phenylalanine metabolism in hippocampus may be an important pathogenesis for AD pathology formation.


2008 ◽  
Vol 4 ◽  
pp. T633-T634
Author(s):  
Ivica Granic ◽  
Csaba Nyakas ◽  
Gabor G. Kovacs ◽  
Paul G.M. Luiten ◽  
Ulrich L.M. Eisel

2018 ◽  
Vol 99 (7) ◽  
pp. 1056-1067
Author(s):  
C. Dirk Keene ◽  
Angela M. Wilson ◽  
Mitchell D. Kilgore ◽  
Lauren T. Bruner ◽  
Nadia O. Postupna ◽  
...  

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