技术与抑郁症交叉路口的导航 精准医学 精准医学
M Burcu Irmak-Yazicioglu1, Ayla Arslan2
1Department of Molecular Biology and Genetics, İstanbul Atlas University, İstanbul, Türkiye.
Advances in experimental medicine and biology
|September 11, 2024
概括
本章探讨了抑郁症精准医学的进展,强调了人工智能和综合数据方法如何为新疗法铺平道路. 它还研究了抑郁症和癌症之间的联系.
科学领域:
- 精神病学和心理健康 精神病学和心理健康
- 计算生物学 计算生物学
- 基因组学就是基因组学.
背景情况:
- 精准医学为复杂疾病提供量身定制的治疗方法.
- 从历史上看,抑郁症治疗缺乏个性化的方法.
- 整合多样化的数据来源对于推进抑郁症护理至关重要.
研究的目的:
- 审查抑郁症精准医学方面的进展.
- 强调人工智能 (AI) 和整合数据在抑郁症研究中的作用.
- 将抑郁症精准医学与癌症和的精准医学进行比较.
主要方法:
- 关于抑郁症精准医学的当前文献的综述.
- 对人工智能应用程序和数据集成策略的分析.
- 对不同疾病的精准医学框架进行比较研究.
主要成果:
- 人工智能和集成数据正在打开抑郁症精准医学的新前沿.
- 本章介绍了从AI和其他数据源中获得的新方法.
- 抑郁症和癌症之间的并发症被确定为需要进一步研究的领域.
结论:
- 由人工智能驱动的精准医学在改变抑郁症治疗方面具有重大前景.
- 需要进一步的研究,以充分利用综合数据和人工智能来实现个性化抑郁症治疗.
- 了解抑郁症和癌症等并发症对于整体的患者护理至关重要.
相关概念视频
Depression: Overview
227
Depression is a prevalent mental illness marked by persistent sadness and lack of interest in previously enjoyable activities. It can take several forms, including major depression, persistent depressive disorder, and bipolar I and II disorders. Symptoms range from emotional changes like chronic worry to physical changes like sleep disturbances and suicidal thoughts. From a neurobiological perspective, depression is believed to be triggered by abnormalities in the brain's prefrontal cortex,...
227
Brain Imaging
219
Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
219
Antidepressant Drugs: MAOIs and Other Agents
204
Atypical antidepressants, including bupropion (Wellbutrin), mirtazapine (Remeron), nefazodone (Serzone), trazodone (Desyrel), and vilazodone (Viibryd), offer unique mechanisms of action. Bupropion weakly inhibits dopamine and norepinephrine reuptake, aiding depression treatment and smoking cessation, with a low risk of sexual dysfunction. Mirtazapine enhances serotonin and norepinephrine neurotransmission, leading to sedation, increased appetite, and weight gain. As a result, it helps treat...
204
Human Genetics
547
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
The complex relationship between genetics and psychology is observable through common biological components such...
547
Electroconvulsive Therapy
29
Electroconvulsive therapy (ECT), or shock therapy, remains a critical biomedical intervention for severe, treatment-resistant depression. While its origins can be traced back to Hippocrates' observations that malaria-induced convulsions alleviated mental illness, modern ECT has evolved significantly from its earlier, more primitive applications. First introduced in 1938 by Ugo Cerletti and his colleagues, ECT involves inducing controlled seizures using electrical currents. In its early...
29
MALDI-TOF Mass Spectrometry
4.7K
Mass spectrometry is a powerful characterization technique that can identify and separate a wide variety of compounds ranging from chemical to biological entities, based on their mass-to-charge ratio (m/z). The instruments that allow this detection, known as mass spectrometers, have three components: an ion source, a mass analyzer, and a detector. These spectrometers differ based on the nature of their ion source and analyzers.
Matrix-assisted laser desorption ionization (MALDI) is a commonly...
Matrix-assisted laser desorption ionization (MALDI) is a commonly...
4.7K


