通过对瘤的数学建模,实现个性化医疗
Dániel András Drexler1, Levente Kovács1, Gheorghe Moza2
1John von Neumann Faculty of Informatics, Obuda University, Budapest, Hungary.
Open research Europe
|August 30, 2023
概括
数学建模为癌症研究提供了宝贵的见解,使复杂的科学向公众开放. 这种方法有助于理解癌症生物学和潜在的治疗策略.
科学领域:
- 在瘤学瘤学.
- 计算生物学 计算生物学
- 生物信息学是一种生物信息学.
背景情况:
- 癌症研究产生了庞大的数据集,需要先进的分析工具.
- 了解复杂的癌症机制需要跨学科的方法.
研究的目的:
- 突出数学建模在促进癌症研究中的实用性.
- 将复杂的癌症研究概念呈现给更广泛的受众以一种可访问的格式.
主要方法:
- 对瘤学中的数学建模应用现有文献的综述.
- 关于数学模型如何代表癌症中的生物过程的概念解释.
主要成果:
- 数学建模可以阐明癌症进展,瘤微环境动态和治疗反应.
- 这种方法在癌症研究中促进了假设生成和实验设计.
结论:
- 数学建模是癌症研究的强大,多功能工具.
- 促进跨学科合作可以加速癌症理解和治疗的突破.
关键词:
数学建模;癌症模型.相关概念视频
Combination Therapies and Personalized Medicine
4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
96
Pharmacokinetic models are mathematical constructs that represent and predict the time course of drug concentrations in the body, providing meaningful pharmacokinetic parameters. These models are categorized into compartment, physiological, and distributed parameter models.
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...
96
Mouse Models of Cancer Study
5.6K
Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
5.6K
Cancer Survival Analysis
381
Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
381


