Blood & Marrow Transplantation Center, Department of Hematology, Collaborative Innovation Center of Hematology, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Peking University Institute of Hematology, Peking University, People's Hospital, Beijing, 100044, China.
Front Med. 2019 Jun;13(3):365-377. doi: 10.1007/s11684-018-0641-0. Epub 2019 Jun 11.
Invasive fungal disease (IFD) is a major infectious complication in patients with hematological malignancies. In this study, we examined 4889 courses of chemotherapy in patients with hematological diseases to establish a training dataset (n = 3500) by simple random sampling to develop a weighted risk score for proven or probable IFD through multivariate regression, which included the following variables: male patients, induction chemotherapy for newly diagnosed or relapsed disease, neutropenia, neutropenia longer than 10 days, hypoalbuminemia, central-venous catheter, and history of IFD. The patients were classified into three groups, which had low (0-10, ~1.2%), intermediate (11-15, 6.4%), and high risk ( > 15, 17.5%) of IFD. In the validation set (n = 1389), the IFD incidences of the groups were ~1.4%, 5.0%, and 21.4%. In addition, we demonstrated that antifungal prophylaxis offered no benefits in low-risk patients, whereas benefits were documented in intermediate (2.1% vs. 6.6%, P = 0.007) and high-risk patients (8.4% vs. 23.3%, P = 0.007). To make the risk score applicable for clinical settings, a pre-chemo risk score that deleted all unpredictable factors before chemotherapy was established, and it confirmed that anti-fungal prophylaxis was beneficial in patients with intermediate and high risk of IFD. In conclusion, an objective, weighted risk score for IFD was developed, and it may be useful in guiding antifungal prophylaxis.
侵袭性真菌病 (IFD) 是血液系统恶性肿瘤患者的主要感染并发症。在这项研究中,我们检查了 4889 例血液系统疾病患者的化疗疗程,通过简单随机抽样建立了一个训练数据集(n=3500),通过多变量回归为确诊或疑似 IFD 建立加权风险评分,其中包括以下变量:男性患者、新诊断或复发疾病的诱导化疗、中性粒细胞减少症、中性粒细胞减少症持续时间超过 10 天、低白蛋白血症、中心静脉导管和 IFD 病史。患者被分为三组,IFD 风险低(0-10,1.2%)、中(11-15,6.4%)和高(>15,17.5%)。在验证组(n=1389)中,三组的 IFD 发生率分别为1.4%、5.0%和 21.4%。此外,我们还表明,低危患者预防性使用抗真菌药物没有益处,而中危(2.1% vs. 6.6%,P=0.007)和高危(8.4% vs. 23.3%,P=0.007)患者则有获益。为了使风险评分适用于临床环境,建立了一个在化疗前删除所有不可预测因素的化疗前风险评分,该评分证实了中危和高危 IFD 患者预防性使用抗真菌药物是有益的。总之,开发了一种客观的、加权的 IFD 风险评分,可能有助于指导抗真菌预防。