对已批准药物的副作用进行丰富的人类遗传证据
Eric Vallabh Minikel1, Matthew R Nelson2,3
1Stanley Center for Psychiatric Research, Broad Institute, Cambridge, Massachusetts, United States of America.
PLoS genetics
|March 31, 2025
概括
人类遗传证据有助于预测药物副作用 (SE). 针对与某种疾病有遗传联系的基因的药物更有可能导致类似的SE,从而有助于药物安全性评估.
科学领域:
- 药物基因组学 药物基因组学
- 药物发现和开发 药物发现和开发
背景情况:
- 安全缺陷显著影响药物开发成功率.
- 人类遗传证据对于识别致病药物标和提高计划成功至关重要.
研究的目的:
- 调查人类遗传证据是否可以预测已批准药物的标记副作用.
- 确定基因数据在预测药物不良反应方面的有用性.
主要方法:
- 整合了SE的SIDER数据库与来自全基因组关联研究,门德尔病和体质突变的人类遗传证据.
- 分析了一种特征的遗传证据与药物点的类似SE的发生之间的关联.
主要成果:
- 针对具有类似特征的人类遗传证据的基因的药物表现出相关SE的可能性是2.0倍.
- 当遗传特征和SE密切匹配并且强大以表明相似性时,丰富度最高.
- 药物特异性,流行性和严重性SE的遗传证据丰富度最大,心血管性SE的预测值最高.
结论:
- 人类遗传证据可以丰富标记药物的副作用,提供安全性预测工具.
- 在药物发现的早期整合遗传见解可以识别潜在的SE风险,用于监测和减轻.
相关概念视频
Human Genetics
487
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...
487
Pleiotropy
38.4K
Pleiotropy is the phenomenon in which a single gene impacts multiple, seemingly unrelated phenotypic traits. For example, defects in the SOX10 gene cause Waardenburg Syndrome Type 4, or WS4, which can cause defects in pigmentation, hearing impairments, and an absence of intestinal contractions necessary for elimination. This diversity of phenotypes results from the expression pattern of SOX10 in early embryonic and fetal development. SOX10 is found in neural crest cells that form melanocytes,...
38.4K
Genome-wide Association Studies-GWAS
12.2K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
GWAS does not require the identification of the target gene involved in...
12.2K
Effects of Chemicals: Overview
1.2K
Drugs, encompassing various chemical compounds from natural sources, lab synthesis, or genetic engineering, elicit different biological responses in living organisms. Some of these responses are desirable or therapeutic, while others are undesirable. The primary goal of administering a drug is to achieve a therapeutic effect, that is, to address a specific disease or health condition. Any concurrent effects outside of this therapeutic outcome are considered undesirable. These undesirable...
1.2K
What is Genetic Engineering?
72.9K
Overview
72.9K
Epistasis
44.2K
In addition to multiple alleles at the same locus influencing traits, numerous genes or alleles at different locations may interact and influence phenotypes in a phenomenon called epistasis. For example, rabbit fur can be black or brown depending on whether the animal is homozygous dominant or heterozygous at a TYRP1 locus. However, if the rabbit is also homozygous recessive at a locus on the tyrosinase gene (TYR), it will have an unshaded coat that appears white, regardless of its TYRP1...
44.2K


