Department of Nutrition and Dietetics, Institute of Nutrition, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
Palliative Care Unit, National Cancer Institute, Rio de Janeiro, RJ, Brazil.
Curr Probl Cancer. 2024 Aug;51:101115. doi: 10.1016/j.currproblcancer.2024.101115. Epub 2024 Jun 28.
To evaluate the prognostic value of C-reactive protein (CRP), albumin, CRP/albumin ratio (CAR), and modified Glasgow Prognostic Score (mGPS) at different thresholds in patients with advanced cancer in palliative care.
Prospective cohort study with patients evaluated at a palliative care unit in Brazil between July 2016 and March 2020. We included patients ≥ 20 years old, both sexes, able to provide the necessary information or accompanied by someone able to do so, and Karnofsky Performance Status ≥ 30 %. The exclusion criteria were the absence of laboratory data and previous diagnosis of autoimmune and infectious diseases. The thresholds analyzed were: CRP < 5 vs. 5-10 vs. > 10 mg/L, albumin < 2.4 vs. 2.4-2.9 vs. 3.0-3.5 vs. > 3.5 g/dL; CAR <1.2 vs. 1.2-2.0 vs. > 2.0, and mGPS equal to 0 vs. 1 vs. 2. Kaplan-Meier curves and Cox regression models (with hazard ratios [HR] and 95% confidence interval [CI]) were used to evaluate prognostic value, and the concordance statistic (C-statistic) was used to evaluate the predictive accuracy of these thresholds to predict death within 90 days.
A total of 1,877 patients were included. Median overall survival was 51 (19;124) days and decreased in line with the deterioration of the inflammatory biomarkers. According to the Cox regression models, HR increased as the thresholds worsened (CRP: 1.74 [95% CI, 1.50-2.02] to 2.30 [95% CI, 2.00-2.64]; albumin: 1.77 [95% CI, 1.52-2.07] to 2.60 [95% CI, 2.15-3.14]; CAR: 1.47 [95% CI, 1.21-1.77] to 2.35 [95% CI, 2.05-2.69]; mGPS: 1.78 [95% CI, 1.40-2.23] to 1.89 [95% CI, 1.65-2.15]). All the inflammatory biomarkers evaluated showed discriminatory accuracy for predicting death (C-statistic >0.70), with CAR as the best parameter (C-statistic: 0.80).
Our results suggest that CRP, albumin, CAR, and mGPS can be used as clinically meaningful biomarkers to stratify patients with advanced cancer in palliative care according to the severity of these indicators.
评估 C 反应蛋白(CRP)、白蛋白、CRP/白蛋白比值(CAR)和改良格拉斯哥预后评分(mGPS)在姑息治疗中晚期癌症患者不同阈值下的预后价值。
这是一项前瞻性队列研究,纳入了 2016 年 7 月至 2020 年 3 月期间在巴西姑息治疗病房接受评估的患者。我们纳入了年龄≥20 岁、男女不限、能够提供必要信息或有能力提供信息的患者,以及卡氏功能状态评分≥30%的患者。排除标准为缺乏实验室数据和既往自身免疫性和感染性疾病的诊断。分析的阈值为:CRP<5 与 5-10 与>10mg/L,白蛋白<2.4 与 2.4-2.9 与 3.0-3.5 与>3.5g/dL;CAR<1.2 与 1.2-2.0 与>2.0,mGPS 等于 0 与 1 与 2。采用 Kaplan-Meier 曲线和 Cox 回归模型(风险比[HR]和 95%置信区间[CI])评估预后价值,并采用一致性统计量(C 统计量)评估这些阈值预测 90 天内死亡的预测准确性。
共纳入 1877 例患者。中位总生存期为 51(19;124)天,随着炎症标志物的恶化而降低。根据 Cox 回归模型,HR 随着阈值的恶化而增加(CRP:1.74[95%CI,1.50-2.02]至 2.30[95%CI,2.00-2.64];白蛋白:1.77[95%CI,1.52-2.07]至 2.60[95%CI,2.15-3.14];CAR:1.47[95%CI,1.21-1.77]至 2.35[95%CI,2.05-2.69];mGPS:1.78[95%CI,1.40-2.23]至 1.89[95%CI,1.65-2.15])。所有评估的炎症标志物均显示出预测死亡的区分准确性(C 统计量>0.70),其中 CAR 为最佳参数(C 统计量:0.80)。
我们的结果表明,CRP、白蛋白、CAR 和 mGPS 可作为有临床意义的生物标志物,根据这些指标的严重程度对姑息治疗中晚期癌症患者进行分层。