A Review of the Recent Advances in Alzheimer's Disease Research and the Utilization of Network Biology Approaches for Prioritizing Diagnostics and Therapeutics

被引:24
作者
Hajjo, Rima [1 ,2 ,3 ]
Sabbah, Dima A. A. [1 ]
Abusara, Osama H. H. [1 ]
Al Bawab, Abdel Qader [1 ]
机构
[1] Al Zaytoonah Univ Jordan, Fac Pharm, Dept Pharm, POB 130, Amman 11733, Jordan
[2] Univ North Carlina, Eshelman Sch Pharm, Div Chem Biol & Med Chem, Lab Mol Modeling, Chapel Hill, NC 27599 USA
[3] Natl Ctr Epidem & Communicable Dis Control, Amman 11118, Jordan
关键词
Alzheimer's disease (AD); diagnostic biomarkers; drug prioritization; epigenetics; network biology; multi-target drug ligands (MTDLs); disease pathways; AMYLOID PRECURSOR PROTEIN; PAIRED HELICAL FILAMENTS; TARGET-DIRECTED LIGANDS; GLOBAL DNA METHYLATION; A-BETA OLIGOMERS; OXIDATIVE STRESS; DRUG DISCOVERY; NEUROFIBRILLARY TANGLES; HISTONE ACETYLATION; CHOLINERGIC HYPOTHESIS;
D O I
10.3390/diagnostics12122975
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Alzheimer's disease (AD) is a polygenic multifactorial neurodegenerative disease that, after decades of research and development, is still without a cure. There are some symptomatic treatments to manage the psychological symptoms but none of these drugs can halt disease progression. Additionally, over the last few years, many anti-AD drugs failed in late stages of clinical trials and many hypotheses surfaced to explain these failures, including the lack of clear understanding of disease pathways and processes. Recently, different epigenetic factors have been implicated in AD pathogenesis; thus, they could serve as promising AD diagnostic biomarkers. Additionally, network biology approaches have been suggested as effective tools to study AD on the systems level and discover multi-target-directed ligands as novel treatments for AD. Herein, we provide a comprehensive review on Alzheimer's disease pathophysiology to provide a better understanding of disease pathogenesis hypotheses and decipher the role of genetic and epigenetic factors in disease development and progression. We also provide an overview of disease biomarkers and drug targets and suggest network biology approaches as new tools for identifying novel biomarkers and drugs. We also posit that the application of machine learning and artificial intelligence to mining Alzheimer's disease multi-omics data will facilitate drug and biomarker discovery efforts and lead to effective individualized anti-Alzheimer treatments.
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页数:40
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