乳腺癌的大数据:朝着精确治疗的方向
Hao Zhang1,2, Hasmah Hussin1,3, Chee-Choong Hoh4
1Breast Cancer Translational Research Program (BCTRP@IPPT), Universiti Sains Malaysia, Kepala Batas, Penang, Malaysia.
Digital health
|November 6, 2024
概括
大数据分析 (BDA) 正在通过整合各种数据集来改进预防,诊断和治疗来彻底改变乳腺癌护理. 这篇评论探讨了BDA的情况.
科学领域:
- 在瘤学瘤学.
- 生物信息学是一种生物信息学.
- 公共卫生 公共卫生
背景情况:
- 乳腺癌是全球女性的主要健康威胁.
- 世界卫生组织的全球乳腺癌倡议旨在减少死亡率.
- 大数据分析 (BDA) 和精准医学正在改变乳腺癌研究.
研究的目的:
- 审查BDA对乳腺癌精准医学的贡献.
- 为了解决在该领域使用BDA的机遇和挑战.
- 为未来乳腺癌管理研究提供基础.
主要方法:
- 关于BDA在乳腺癌中的应用的文献综述.
- 分析BDA在精密瘤学和个性化护理中的作用.
- 评估BDA对预防,诊断和治疗策略的影响.
主要成果:
- BDA提高了对乳腺癌生物学和治疗反应的理解.
- 大规模的数据集 (遗传,临床,环境) 被BDA利用.
- BDA推动了精密瘤学和个性化患者护理的进步.
结论:
- BDA为深入了解乳腺癌提供了重要的机会.
- 优化治疗方法和改善患者的结果是关键的好处.
- 需要对乳腺癌中BDA进行进一步的系统研究.
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
Targeted Cancer Therapies
7.5K
The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
There are several types of targeted therapies against...
7.5K
Cancer Survival Analysis
328
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...
328


