癌症生物标志物:反思最近的进展,新兴创新和临床前景
M Walid Qoronfleh1,2,3, Nader Al-Dewik4,5,6
1Healthcare Research & Policy Division, Q3 Research Institute (QRI), Ypsilanti, MI 48917, USA.
Cancers
|September 27, 2025
概括
这种观点强调了癌症生物标志物,用于早期检测,个性化治疗和创新. 人工智能 (AI) 正通过分析精确瘤学的复杂数据来彻底改变生物标志物开发.
科学领域:
- 在瘤学瘤学.
- 生物标志物发现发现
- 医学诊断 医学诊断 医学诊断
背景情况:
- 癌症生物标志物对于早期检测,个性化治疗和监测至关重要.
- 在生物标志物发现方面的创新面临临临床翻译方面的挑战.
研究的目的:
- 提供癌症生物标志物,其影响和新兴技术的概述.
- 讨论人工智能 (AI) 在推动生物标志物开发和精准医学方面的作用.
主要方法:
- 审查最近的进展和对癌症生物标志物特别号的贡献.
- 探索AI在数据挖掘,模式识别和生物标志物的预测准确性方面的能力.
主要成果:
- 人工智能通过复杂的数据集分析加速生物标志物发现和验证.
- 由人工智能驱动的工具增强了诊断,基因组解释和治疗反应监测.
结论:
- 人工智能融入生物标志物开发预示着数据驱动瘤学和精密医学的新时代.
- 新兴技术和人工智能为癌症护理的临床实践提供了重要的未来影响.
相关概念视频
Targeted Cancer Therapies
8.6K
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...
8.6K
Tumor Progression
7.2K
Tumor progression is a phenomenon where the pre-formed tumor acquires successive mutations to become clinically more aggressive and malignant. In the 1950s, Foulds first described the stepwise progression of cancer cells through successive stages.
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
7.2K
Cancer
53.5K
Cancers arise due to mutations in genes involved in the regulation of cell division, which leads to unrestricted cell proliferation. Modern science and medicine have made great strides in the understanding and treatment of cancer, including eradicating cancer in some patients. However, there is still no cure for cancer. This is largely due to the fact that cancer is a large group of many diseases.
53.5K
Cancer Survival Analysis
648
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...
648
Cancer Therapies
9.8K
Cancer therapies are various modes of treatment, such as surgery, radiation therapy, and chemotherapy that are administered to cancer patients.
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
9.8K


