在乳腺癌中,从内在集群到适应集群
Giampaolo Bianchini1, Giulia Viale2, Matteo Dugo2
1Department of Medical Oncology, IRCCS Ospedale San Raffaele, Milan, Italy; Università Vita-Salute San Raffaele, Milan, Italy.
Cancer cell
|February 11, 2025
概括
研究人员在乳腺癌患者中确定了五个适应性基因表达集群. 这些集群提供了独立的预后价值,有助于选择个性化的辅助治疗.
科学领域:
- 在瘤学瘤学.
- 基因组学就是基因组学.
- 翻译研究是翻译研究.
背景情况:
- 乳腺癌表现出显著的异质性,需要先进的预后和预测工具.
- 目前的治疗策略需要改进,以获得最佳的患者结果.
- 个性化医疗方法的发展对于有效的辅助治疗选择至关重要.
研究的目的:
- 确定乳腺癌的新型预后和预测生物标志物.
- 为了分析患者分层的纵向基因表达数据.
- 在已确定的签名的背景下评估已识别的集群的预后价值.
主要方法:
- 来自Penelope-B临床试验的纵向基因表达数据的分析.
- 应用聚类算法来识别患者子组.
- 鉴定集群与现有的预后特征进行比较.
主要成果:
- 根据基因表达特征识别了五个不同的适应性群.
- 证明这五个集群具有独立的预后价值.
- 验证集群能够改进预测超出已知的方法的能力.
结论:
- 鉴定到的适应性集群代表了理解乳腺癌异质性的重大进步.
- 这些集群可以作为定制辅助疗法的宝贵工具.
- 进一步的研究可以利用这些发现来改善乳腺癌患者的管理和治疗策略.
相关概念视频
Adaptive Mechanisms in Cancer Cells
5.7K
Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
5.7K
The Intrinsic Apoptotic Pathway
6.1K
Internal cellular stress, such as cellular injury or hypoxia, triggers intrinsic apoptosis. The B-cell lymphoma 2 (Bcl-2) family of proteins are the primary regulators of the intrinsic apoptotic pathway. For example, during DNA damage, checkpoint proteins, such as Ataxia Telangiectasia Mutated (ATM protein) and Checkpoints Factor-2 (Chk2) proteins, are activated. These proteins phosphorylate p53 which further activates pro-apoptotic proteins, such as Bax, Bak, PUMA, and Noxa, and inhibits...
6.1K
The Tumor Microenvironment
6.5K
Every normal cell or tissue is embedded in a complex local environment called stroma, consisting of different cell types, a basal membrane, and blood vessels. As normal cells mutate and develop into cancer cells, their local environment also changes to allow cancer progression. The tumor microenvironment (TME) consists of a complex cellular matrix of stromal cells and the developing tumor. The cross-talk between cancer cells and surrounding stromal cells is critical to disrupt normal tissue...
6.5K
Tumor Progression
6.2K
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...
6.2K
Cancer Stem Cells and Tumor Maintenance
4.7K
Early diagnosis and treatment can often cure cancer. However, even with treatment, residual cells called cancer stem cells (CSC) might remain, often causing tumor recurrence. These cancer stem cells possess the potential for self-renewal and multi-lineage differentiation and are often responsible for the therapeutic resistance displayed in most cancers.
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...
4.7K


