Outcomes and Prognostic Factors in Critical Patients with Hematologic Malignancies.
Chieh-Lung ChenSing-Ting WangWen-Chien ChengBiing-Ru WuWei-Chih LiaoWu-Huei HsuPublished in: Journal of clinical medicine (2023)
Patients with hematologic malignancies (HMs) have a significantly elevated risk of mortality compared to other cancer patients treated in the intensive care unit (ICU). The prognostic impact of numerous poor outcome indicators has changed, and research has yielded conflicting results. This study aims to determine the ICU and hospital outcomes and risk factors that predict the prognosis of critically ill patients with HMs. In this retrospective study, conducted at a referral hospital in Taiwan, 213 adult patients with HMs who were admitted to the medical ICU were evaluated. We collected clinical data upon hospital and ICU admission. Using a multivariate regression analysis, the predictors of ICU and hospital mortality were assessed. Then, a scoring system (Hospital outcome of critically ill patients with Hematological Malignancies (HHM)) was built to predict hospital outcomes. Most HMs (76.1%) were classified as high grade, and more than one-third of patients experienced a relapsed or refractory disease. The ICU and hospital mortality rates were 55.9% and 71.8%, respectively. Moreover, the disease severity was high (median Sequential Organ Failure Assessment (SOFA) score: 11 and Acute Physiology and Chronic Health Evaluation (APACHE II) score: 28). The multivariate analysis revealed that high-grade HMs, invasive mechanical ventilation requirement, renal replacement therapy initiation in the ICU, and a high SOFA score correlated with ICU mortality. Furthermore, a higher HHM score predicted hospital mortality. This study demonstrates that ICU mortality primarily correlates with the severity of organ dysfunction, whereas the disease status markedly influences hospital outcomes. Furthermore, the HHM score significantly predicts hospital mortality.
Keyphrases
- mechanical ventilation
- intensive care unit
- healthcare
- risk factors
- high grade
- acute care
- cardiovascular events
- prognostic factors
- adverse drug
- acute respiratory distress syndrome
- type diabetes
- mental health
- cardiovascular disease
- public health
- acute kidney injury
- emergency department
- primary care
- acute myeloid leukemia
- acute lymphoblastic leukemia
- ejection fraction
- risk assessment
- chronic kidney disease
- drug induced
- social media
- glycemic control
- patient reported outcomes
- machine learning
- young adults
- health promotion