儿科血液瘤学患者的多层次死亡风险因素与恶化
Asya Agulnik1, Maricela Robles-Murguia1, Yichen Chen1
1St. Jude Children's Research Hospital, Memphis, Tennessee, USA.
Cancer
|April 7, 2025
概括
儿科癌症患者的临床恶化事件导致高死亡率. 干预措施和患者因素,而不是医院的特点,显著影响生存率,突出了针对性护理改进的需要.
科学领域:
- 儿科瘤学 儿科瘤学
- 关键护理医学 关键护理医学
- 流行病学 流行病学
背景情况:
- 住院的儿科血液瘤学患者经常经历临床恶化事件 (CDEs).
- 这些事件往往需要重症监护室 (ICU) 的干预,并与高死亡率有关,特别是在资源有限的环境中.
- 确定CDE死亡率的风险因素对于改善这些脆弱患者的治疗结果至关重要.
研究的目的:
- 确定与儿科血液瘤病患者临床恶化事件 (CDEs) 相关的死亡的独立风险因素.
- 分析导致CDE死亡率的患者,事件和医院水平因素.
- 为提高这一群体的生存率提供有针对性的干预信息.
主要方法:
- 从2017年4月到2022年12月,在18个国家的69家医院实施了预期的CDE注册表.
- CDE被定义为无计划转移到更高水平的护理,病房内的ICU级干预,或非息病房死亡.
- 使用多级建模分析注册表数据,并确定CDE死亡率的独立风险因素.
主要成果:
- 在3319名患者中报告了总共4134例CDE,整体事件死亡率为26.8%.
- 死亡率的重要独立风险因素包括患者因素 (例如,疾病复发) 和事件级因素 (例如,入院原因,ICU干预,实验室异常,器官功能障碍).
- 没有发现医院级因素是CDE死亡率的重要预测因素.
结论:
- 患有CDE的儿童血液瘤学患者的死亡率很高.
- 死亡率主要受到可修改的事件级因素的影响,强调了有针对性的干预措施的潜力.
- 这些发现强调了需要有针对性的策略,以改善住院儿童的存活率,患有癌症的儿童经历了严重的疾病.
相关概念视频
Cancer Survival Analysis
311
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...
311
Comparing the Survival Analysis of Two or More Groups
99
Survival analysis is a cornerstone of medical research, used to evaluate the time until an event of interest occurs, such as death, disease recurrence, or recovery. Unlike standard statistical methods, survival analysis is particularly adept at handling censored data—instances where the event has not occurred for some participants by the end of the study or remains unobserved. To address these unique challenges, specialized techniques like the Kaplan-Meier estimator, log-rank test, and...
99
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
Assumptions of Survival Analysis
75
Survival models analyze the time until one or more events occur, such as death in biological organisms or failure in mechanical systems. These models are widely used across fields like medicine, biology, engineering, and public health to study time-to-event phenomena. To ensure accurate results, survival analysis relies on key assumptions and careful study design.
75
Hazard Rate
77
The hazard rate, also known as the hazard function or failure rate, is a statistical measure used to describe the instantaneous rate at which an event occurs, given that the event has not yet happened. From a probabilistic perspective, it represents the likelihood that a subject will experience the event in a very small time interval, conditional on surviving up to the beginning of that interval. In terms of frequency, the hazard rate can be viewed as the ratio of the number of events to the...
77
Regulation of Hematopoietic Stem Cells
3.1K
All blood and immune cells are produced from the multipotent hematopoietic stem cells (HSCs) by the process of hematopoiesis. However, they all have a limited life span. In addition, many are depleted in immune surveillance or combatting an injury or infection. This makes blood one of the most regenerative tissues. Hematopoiesis helps replenish these blood and immune cells, restoring the body's normal functioning. However, overproduction of blood and immune cells can make them cancerous or...
3.1K


