Pharmaco-Multiomics: A New Frontier in Precision Psychiatry

被引:1
作者
Dhieb, Dhoha [1 ]
Bastaki, Kholoud [1 ]
机构
[1] Qatar Univ, Coll Pharm, Pharmaceut Sci Dept, QU Hlth, POB 2713, Doha, Qatar
关键词
psychiatric disorders; pharmaco-multiomics; personalized psychiatry; MAJOR DEPRESSIVE DISORDER; SEROTONIN REUPTAKE INHIBITORS; CONSORTIUM CPIC GUIDELINE; GENOME-WIDE ASSOCIATION; GENETIC POLYMORPHISMS; MENTAL-DISORDERS; DRUG TARGETS; R-CITALOPRAM; ANTIDEPRESSANTS; IMPLEMENTATION;
D O I
10.3390/ijms26031082
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The landscape of psychiatric care is poised for transformation through the integration of pharmaco-multiomics, encompassing genomics, proteomics, metabolomics, transcriptomics, epigenomics, and microbiomics. This review discusses how these approaches can revolutionize personalized treatment strategies in psychiatry by providing a nuanced understanding of the molecular bases of psychiatric disorders and individual pharmacotherapy responses. With nearly one billion affected individuals globally, the shortcomings of traditional treatments, characterized by inconsistent efficacy and frequent adverse effects, are increasingly evident. Advanced computational technologies such as artificial intelligence (AI) and machine learning (ML) play crucial roles in processing and integrating complex omics data, enhancing predictive accuracy, and creating tailored therapeutic strategies. To effectively harness the potential of pharmaco-multiomics approaches in psychiatry, it is crucial to address challenges such as high costs, technological demands, and disparate healthcare systems. Additionally, navigating stringent ethical considerations, including data security, potential discrimination, and ensuring equitable access, is essential for the full realization of this approach. This process requires ongoing validation and comprehensive integration efforts. By analyzing recent advances and elucidating how different omic dimensions contribute to therapeutic customization, this review aims to highlight the promising role of pharmaco-multiomics in enhancing patient outcomes and shifting psychiatric treatments from a one-size-fits-all approach towards a more precise and patient-centered model of care.
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页数:33
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