计算免疫瘤学的十个挑战和机遇
Riyue Bao1,2, Alan Hutson3, Anant Madabhushi4,5,6
1UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA Alan.Hutson@roswellpark.org baor@upmc.edu anantm@emory.edu meerzamd@mail.nih.gov song.liu@roswellpark.org eliezerm_vanallen@dfci.harvard.edu xingyi@chop.edu.
Journal for immunotherapy of cancer
|October 26, 2024
概括
计算免疫瘤学通过将数据科学与瘤学和免疫学相结合,加速癌症治疗的发展. 本次审查强调了推动有效免疫疗法的关键挑战和机遇.
科学领域:
- 在瘤学瘤学.
- 免疫学 免疫学 免疫学
- 生物医学数据科学 生物医学数据科学
背景情况:
- 免疫瘤学疗法彻底改变了癌症治疗,成为许多组织学的标准护理.
- 然而,大量患者无法从目前的免疫疗法中获得持久的临床益处.
- 这就需要在免疫瘤学领域不断创新和进步.
研究的目的:
- 审查计算机免疫瘤学的关键挑战和机遇.
- 强调计算策略在加速开发有效和安全的癌症免疫疗法的作用.
- 突出跨学科合作在应对免疫瘤学不断变化的领域的重要性.
主要方法:
- 本综述综合了当前的知识,并确定了计算免疫瘤学发展的关键领域.
- 它的重点是数据科学,瘤学,免疫学和临床研究的交集.
- 该审查概述了该领域的10个关键挑战和机遇.
主要成果:
- 计算免疫瘤学正在成为促进癌症治疗的关键学科.
- 解决10个关键挑战可以显著影响开发管道.
- 强大的计算策略对于将实验室发现转化为临床应用至关重要.
结论:
- 计算免疫瘤学提供了一种强大的方法来克服当前癌症免疫疗法的局限性.
- 跨学科的合作和先进的计算方法对于未来的进步至关重要.
- 加快开发有效和安全的免疫瘤治疗方法需要共同努力.
相关概念视频
01:27Tumor Immunotherapy
486
Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
486
01:27Cytotoxic T Cells-mediated Immune Response
853
Cytotoxic T cells are a vital component of the immune system. They have the remarkable ability to identify and target antigens on infected or abnormal cells. These antigens often originate from intracellular pathogens such as viruses or abnormal proteins cancer cells produce.
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
853
01:30Cancer Vaccines
342
Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
342