State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China.
Tianjin Institutes of Health Science, Tianjin, China.
Front Immunol. 2023 Apr 20;14:1175048. doi: 10.3389/fimmu.2023.1175048. eCollection 2023.
This study developed and validated the Early Death Risk Score Model for early identification of emergency patients with very severe aplastic anemia (VSAA). All 377 patients with VSAA receiving first-line immunosuppressive therapy (IST) were categorized into training (n=252) and validation (n=125) cohorts. In the training cohort, age >24 years, absolute neutrophil count ≤0.015×10/L, serum ferritin >900ng/mL and times of fever before IST >1 time were significantly associated with early death. Covariates were assigned scores and categorized as: low (score 0-4), medium (score 5-7) and high (score ≥8) risk. Early death rate was significantly different between risk groups and the validation cohort results were consistent with those of the training cohort. The area under the receiver operating characteristic curve for the model was 0.835 (0.734,0.936) in the training cohort and 0.862 (0.730,0.994) in the validation cohort. The calibration plots showed high agreement, and decision curve analysis showed good benefit in clinical applications. The VSAA Early Death Risk Score Model can help with early identification of emergency VSAA and optimize treatment strategies. Emergency VSAA with high risk is associated with high early death rate, and alternative donor hematopoietic stem cell transplantation could be a better treatment than IST even without HLA-matching.
本研究开发并验证了早期死亡风险评分模型,以早期识别极重型再生障碍性贫血(VSAA)的急诊患者。所有接受一线免疫抑制治疗(IST)的 377 例 VSAA 患者分为训练(n=252)和验证(n=125)队列。在训练队列中,年龄>24 岁、绝对中性粒细胞计数≤0.015×10/L、血清铁蛋白>900ng/mL 和 IST 前发热次数>1 次与早期死亡显著相关。协变量被赋值并分类为:低(评分 0-4)、中(评分 5-7)和高(评分≥8)风险。风险组间的早期死亡率差异显著,验证队列的结果与训练队列一致。模型在训练队列中的受试者工作特征曲线下面积为 0.835(0.734,0.936),在验证队列中的面积为 0.862(0.730,0.994)。校准图显示高度一致,决策曲线分析显示在临床应用中有良好的获益。VSAA 早期死亡风险评分模型有助于早期识别急诊 VSAA,并优化治疗策略。高风险的急诊 VSAA 与高早期死亡率相关,即使没有 HLA 匹配,异基因造血干细胞移植也可能是比 IST 更好的治疗选择。