毒理学数字化转型:改善风险评估沟通和效率
Ajay Vikram Singh1, Girija Bansod2, Mihir Mahajan3
1Department of Chemical and Product Safety, German Federal Institute for Risk Assessment (BfR), Max-Dohrn-Straße 8-10, 10589 Berlin, Germany.
ACS omega
|June 26, 2023
概括
人工智能和区块链等数字技术正在彻底改变毒理学,改进数据分析和风险评估. 这种数字化转变通过更好的危险预测和监测,提高了公共卫生和食品安全.
科学领域:
- 毒理学 毒理学 毒理学
- 数字健康数字健康
- 计算科学 计算科学
背景情况:
- 毒理学越来越多地利用数字工具来加强数据管理和分析.
- 新兴技术为化学危险预测和风险评估提供了新的方法.
- 数字化有望提高毒理学研究的透明度和效率.
研究的目的:
- 审查数字技术对毒理学的影响.
- 探索数字化在改善风险评估和公共卫生方面的潜力.
- 突出数字毒理学的新兴趋势和未来的研究方向.
主要方法:
- 对毒理学中数字技术的当前文献的综述.
- 分析包括人工智能,机器学习,区块链和可穿戴传感器在内的应用程序.
- 检查抽烟毒理学和食品安全等领域的案例研究.
主要成果:
- 数字工具显著提高了记录,数据分析和风险评估的准确性.
- 计算毒理学和数字风险评估减少了对广泛实验室研究的需求.
- 区块链为食品安全的基因组数据管理提供了更好的透明度.
结论:
- 数字技术正在彻底改变毒理学,导致更准确的危险预测和风险评估.
- 这些技术的整合具有促进公共卫生和食品安全的巨大潜力.
- 对新兴数字工具的持续研究对未来毒理学进步至关重要.
更多相关视频
09:01A High-throughput Assay for the Prediction of Chemical Toxicity by Automated Phenotypic Profiling of Caenorhabditis elegans
Published on: March 14, 2019
7.3K
00:05In Silico Modeling Method for Computational Aquatic Toxicology of Endocrine Disruptors: A Software-Based Approach Using QSAR Toolbox
Published on: August 28, 2019
14.0K
相关概念视频
Drug Biotransformation: Overview
2.5K
Pharmaceutical substances known as xenobiotics are predominantly lipophilic and nonionized. This enables them to permeate lipid bilayers, such as cell membranes, and interact with intracellular target receptors. Lipophilic drugs have an advantage in crossing biological barriers and reaching their intended sites of action. However, lipophilic drugs often have a restricted capacity for renal expulsion or elimination from the body. When these drugs enter the kidneys and undergo glomerular...
2.5K
Drug Regulation
1.4K
Drug regulation encompasses the management of drug usage by evaluating its safety and efficacy through assessments conducted by regulatory authorities. Regrettably, the history of drug regulation is marred by several catastrophic events. One such incident is the Elixir Sulfanilamide tragedy, in which the toxic compound diethyl glycol was included in a sweet-tasting medication, leading to numerous fatalities. This event prompted the enactment of the Food, Drug, and Cosmetic Act in 1938. Under...
1.4K
Drug Discovery: Overview
8.1K
Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...
8.1K
Preclinical Development: Overview
4.5K
Preclinical development consists of a series of tests that ensure the safety and efficacy of a new therapeutic compound before it is tested in humans. There are four main phases to this process. First, safety pharmacology tests are conducted to ensure the drug does not produce any acutely harmful effects. These tests examine parameters such as bronchoconstriction, cardiac dysrhythmias, blood pressure changes, and ataxia. Next, preliminary toxicological testing is performed to determine the...
4.5K
