精神分裂症生物标志物:血液转录组表明有两个分子亚型
Herut Dor1, Libi Hertzberg2,3,4
1The Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Neuromolecular medicine
|November 28, 2024
概括
精神分裂症研究通过血液基因表达确定了两种分子亚型. 这一发现有助于理解精神分裂症,并开发个性化的治疗方法.
科学领域:
- 神经科学是一个神经科学.
- 遗传学 是一个遗传学.
- 计算生物学 计算生物学
背景情况:
- 精神分裂症是一种复杂的慢性精神障碍,具有显著的遗传影响.
- 它的临床和遗传异质性使识别因果因素变得复杂.
- 现有研究强调了患者,家庭和医疗保健系统的负担.
研究的目的:
- 为了分析血转录组对精神分裂症的分子亚型.
- 确定与精神分裂症亚型相关的关键基因和途径.
- 开发基于基因表达的精神分裂症预测模型.
主要方法:
- 分析了来自5个公共数据集的398名患者 (212名患者,186名对照) 的血液转录组.
- 无监督机器学习用于将患者分成分子亚型.
- 基因丰富分析侧重于核糖体和无素-蛋白酶体通路.
- 发展用于精神分裂症预测的逻辑回归模型.
主要成果:
- 通过聚类,确定了两种不同的精神分裂症分子亚型.
- 参与核糖体和无素-蛋白质体通路的关键基因与亚型有显著的关联.
- 一个预测模型在独立数据集中实现了64%的精神分裂症积极预测值 (p=0.039).
结论:
- 血液转录学可以揭示精神分裂症的分子亚型,反映其异质性.
- 核糖体和泛素-蛋白酶体通路与精神分裂症病理生理学有关.
- 这种方法可能会促进个性化医疗和精神分裂症的新疗法策略.
更多相关视频
08:04Derivation, Expansion, Cryopreservation and Characterization of Brain Microvascular Endothelial Cells from Human Induced Pluripotent Stem Cells
Published on: November 19, 2020
6.3K
18:17Obtaining High Quality RNA from Single Cell Populations in Human Postmortem Brain Tissue
Published on: August 6, 2009
30.7K
相关概念视频
Biological Causes of Schizophrenia
46
Schizophrenia, a severe psychiatric disorder, arises from a complex interplay of biological factors, including genetic predisposition, structural brain abnormalities, neurotransmitter dysregulation, and developmental irregularities. These factors collectively contribute to the onset and progression of the disorder, which typically manifests in late adolescence or early adulthood.
Genetic Factors in Schizophrenia
The genetic basis of schizophrenia is strongly supported by family and twin...
Genetic Factors in Schizophrenia
The genetic basis of schizophrenia is strongly supported by family and twin...
46
Alternative RNA Splicing
21.0K
Alternative RNA splicing is the regulated splicing of exons and introns to produce different mature mRNAs from a single pre-mRNA. Unlike in constitutive splicing where a single gene produces a single type of mRNA, alternative splicing allows an organism to produce multiple proteins from a single gene and plays an important role in protein diversity.
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
There are five types of alternative RNA splicing that vary in the ways the pre-mRNA segments are removed or retained in the mature mRNA. The first...
21.0K
RNA Splicing
56.0K
Splicing is the process by which eukaryotic RNA is edited before its translation into protein. The RNA strand transcribed from eukaryotic DNA is called the primary transcript. The primary transcripts that become mRNAs are called precursor messenger RNAs (pre-mRNAs). Eukaryotic pre-mRNA contains alternating sequences of exons and introns. Exons are nucleotide sequences that code for proteins, whereas introns are the non-coding regions. In RNA splicing, introns are removed and exons are bonded...
56.0K
Psychosis: Pathophysiology of Schizophrenia and Other Psychotic Disorders
460
Schizophrenia is a neurodevelopmental disorder whose origins are rooted in complex genetic components. Despite our burgeoning understanding, the pathophysiology of this disorder remains incompletely deciphered.
Researchers have identified genetic factors that increase susceptibility to schizophrenia, underscoring the intricate interplay between genetics and environment in disease development. At the core of schizophrenia's pathophysiology is excessive dopaminergic neurotransmission within...
Researchers have identified genetic factors that increase susceptibility to schizophrenia, underscoring the intricate interplay between genetics and environment in disease development. At the core of schizophrenia's pathophysiology is excessive dopaminergic neurotransmission within...
460
